From 69d0dd7cfb40ddc09bb3d121c104a2ce274bfcfb Mon Sep 17 00:00:00 2001 From: srag21 Date: Tue, 6 Aug 2024 19:39:59 -0700 Subject: [PATCH 001/103] add expert plans and knowledge for 1 demo question --- examples/semiconductor/agent.py | 4 +- examples/semiconductor/data_and_knowledge.py | 11 ++++ examples/semiconductor/expert-knowledge.txt | 25 ++++++++ .../semiconductor/expert-program-space.yml | 60 +++++++++++++++++++ 4 files changed, 98 insertions(+), 2 deletions(-) create mode 100644 examples/semiconductor/expert-knowledge.txt diff --git a/examples/semiconductor/agent.py b/examples/semiconductor/agent.py index 553cd5d03..284b19e1e 100644 --- a/examples/semiconductor/agent.py +++ b/examples/semiconductor/agent.py @@ -6,7 +6,7 @@ from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM # pylint: disable=wrong-import-order -from data_and_knowledge import EXPERT_PROGRAM_SPACE +from data_and_knowledge import EXPERT_PROGRAM_SPACE, EXPERT_KNOWLEDGE from semikong_lm import SemiKongLM @@ -22,7 +22,7 @@ def get_or_create_agent(use_semikong_lm: bool = True, max_depth=2, max_subtasks_ return Agent(program_space=program_space, programmer=HTPlanner(lm=lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp), - knowledge={}, + knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, resources={}) diff --git a/examples/semiconductor/data_and_knowledge.py b/examples/semiconductor/data_and_knowledge.py index a440069cf..a26106af5 100644 --- a/examples/semiconductor/data_and_knowledge.py +++ b/examples/semiconductor/data_and_knowledge.py @@ -13,6 +13,17 @@ load_dotenv() +EXPERT_KNOWLEDGE_FILE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' +with open(file=EXPERT_KNOWLEDGE_FILE_PATH, + buffering=-1, + encoding='utf-8', + errors='strict', + newline=None, + closefd=True, + opener=None) as f: + EXPERT_KNOWLEDGE: str = f.read() + + EXPERT_PROGRAM_SPACE_FILE_PATH: Path = Path(__file__).parent / 'expert-program-space.yml' with open(file=EXPERT_PROGRAM_SPACE_FILE_PATH, buffering=-1, diff --git a/examples/semiconductor/expert-knowledge.txt b/examples/semiconductor/expert-knowledge.txt new file mode 100644 index 000000000..e267b0e7c --- /dev/null +++ b/examples/semiconductor/expert-knowledge.txt @@ -0,0 +1,25 @@ +General Considerations for Etching SiO2: + +Selectivity: Achieving higher SiO2 etch rate than PR mask. +Polymer Redeposition: Reducing fluorine content, increasing bias power, adding polymer-reducing gas. +Etch Rate: Balancing plasma density, ion energy, and reactant gas flow rates. +Recipe Suggestions: + +Fluorine-based etch: +CF4: 50 sccm, CHF3: 20 sccm, Ar: 10 sccm. +ICP power: 800 W, Bias power: 100 W. +Pressure: 10 mTorr, Temperature: 20°C. +Chlorine-based etch: +Cl2: 50 sccm, Ar: 20 sccm, O2: 10 sccm. +ICP power: 1000 W, Bias power: 150 W. +Pressure: 15 mTorr, Temperature: 20°C. +Hybrid etch: +CF4: 30 sccm, Cl2: 20 sccm, Ar: 10 sccm, O2: 10 sccm. +ICP power: 900 W, Bias power: 120 W. +Pressure: 12 mTorr, Temperature: 20°C. +Additional Tips: + +Optimize PR mask: Proper baking and development. +Monitor etch process: Optical emission spectroscopy, mass spectrometry. +Pre-etch treatment: Brief fluorine-based plasma. +Post-etch treatment: Brief oxygen plasma. \ No newline at end of file diff --git a/examples/semiconductor/expert-program-space.yml b/examples/semiconductor/expert-program-space.yml index e69de29bb..1a1945421 100644 --- a/examples/semiconductor/expert-program-space.yml +++ b/examples/semiconductor/expert-program-space.yml @@ -0,0 +1,60 @@ +plan: + task: |- + Develop a comprehensive plan for etching 2 μm PECVD SiO2 using a PR mask. + sub-htps: + - task: |- + How can you introduce the etching challenges? + sub-htps: + - task: |- + What are the challenges of etching 2 μm PECVD SiO2 using a PR mask? + - task: |- + How can you mention the use of the Oxford ICP-RIE Plasmalab System 100 and the encountered issues? + + - task: |- + What general considerations should be discussed? + sub-htps: + - task: |- + Why is selectivity important in the etching process? + - task: |- + How does polymer redeposition affect the etching process? + - task: |- + Why is the etch rate a critical factor in the etching process? + + - task: |- + What recipe suggestions can be presented? + sub-htps: + - task: |- + How can you present fluorine-based recipe options? + sub-htps: + - task: |- + What are the detailed parameters for the fluorine-based recipe, including gas flow rates, power, pressure, and temperature? + - task: |- + How can you present chlorine-based recipe options? + sub-htps: + - task: |- + What are the detailed parameters for the chlorine-based recipe, including gas flow rates, power, pressure, and temperature? + - task: |- + How can you present hybrid recipe options? + sub-htps: + - task: |- + What are the detailed parameters for the hybrid recipe, including gas flow rates, power, pressure, and temperature? + + - task: |- + What additional tips can optimize the etching process? + sub-htps: + - task: |- + How can PR mask optimization improve the etching process? + - task: |- + Why is it important to monitor the etch process? + - task: |- + What pre-etch and post-etch treatments should be performed? + + - task: |- + How can you conclude the plan? + sub-htps: + - task: |- + How can you recap the key points? + - task: |- + Why is it important to follow safety guidelines and operating procedures? + - task: |- + Why should you start with low-power, low-bias conditions and gradually adjust as needed? From 892e29c8f0d38a3218560825712c0e197fd84898 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Tue, 6 Aug 2024 19:57:22 -0700 Subject: [PATCH 002/103] update examples/semiconductor/streamlit-main DEFAULT_PROBLEM --- examples/semiconductor/streamlit-main.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index 1d643c8a1..1afb059e1 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -18,10 +18,20 @@ st.title(body=TITLE, anchor=None, help=None) +DEFAULT_PROBLEM: str = ( + 'How to etch 2 um silicon dioxide (PR mask) using ICP RIE Plasmalab System 100... Any suggestions for recipe?' + '\n' + 'I am trying to etch 2 μm of PECVD SiO2 using a ~4 μm PR mask to create a pattern of 20 * 60 μm. ' + 'I am using the Oxford ICP-RIE Plasmalab System 100. ' + 'I have tried multiple recipes, but I have encountered issues ' + 'such as low selectivity, polymer redeposition, and extremely low etch rates at times.' +) + + st.write('__PROBLEM/QUESTION__:') if 'typed_problem' not in st.session_state: - st.session_state.typed_problem: str = 'what industry do you know best?' + st.session_state.typed_problem: str = DEFAULT_PROBLEM st.session_state.typed_problem: str = st.text_area(label='Problem/Question', value=st.session_state.typed_problem, From 81af153efa07b4de5c8af1c20e95137f06486a20 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Tue, 6 Aug 2024 20:19:17 -0700 Subject: [PATCH 003/103] simplify examples/semiconductor/streamlit-main app --- examples/semiconductor/streamlit-main.py | 53 ++++++------------------ 1 file changed, 13 insertions(+), 40 deletions(-) diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index 1afb059e1..5a0c7c986 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -45,50 +45,23 @@ label_visibility='collapsed') -generic_agent, semikong_agent = st.columns(spec=2, gap='large') - - -if 'generic_agent_solutions' not in st.session_state: - st.session_state.generic_agent_solutions: defaultdict[str, str] = defaultdict(str) - - -with generic_agent: - st.subheader('Generic Agent') - st.subheader('_using generic LM_') - - if st.button(label='SOLVE', - on_click=None, args=None, kwargs=None, - type='secondary', - disabled=False, - use_container_width=False): - with st.spinner(text='_SOLVING..._'): - logger.level('DEBUG') - - st.session_state.generic_agent_solutions[st.session_state.typed_problem]: str = \ - get_or_create_agent(use_semikong_lm=False).solve(problem=st.session_state.typed_problem) - - if (solution := st.session_state.generic_agent_solutions[st.session_state.typed_problem]): - st.markdown(body=solution.replace('$', r'\$')) - - if 'semikong_agent_solutions' not in st.session_state: st.session_state.semikong_agent_solutions: defaultdict[str, str] = defaultdict(str) -with semikong_agent: - st.subheader('SEMICONDUCTOR INDUSTRY AGENT') - st.subheader('_using `SemiKong` LM_') +st.subheader('SEMICONDUCTOR INDUSTRY AGENT') +st.subheader('_using `SemiKong` LM_') - if st.button(label='SOLVE', - on_click=None, args=None, kwargs=None, - type='primary', - disabled=False, - use_container_width=False): - with st.spinner(text='_SOLVING..._'): - logger.level('DEBUG') +if st.button(label='SOLVE', + on_click=None, args=None, kwargs=None, + type='primary', + disabled=False, + use_container_width=False): + with st.spinner(text='_SOLVING..._'): + logger.level('DEBUG') - st.session_state.semikong_agent_solutions[st.session_state.typed_problem]: str = \ - get_or_create_agent(use_semikong_lm=True).solve(problem=st.session_state.typed_problem) + st.session_state.semikong_agent_solutions[st.session_state.typed_problem]: str = \ + get_or_create_agent(use_semikong_lm=True).solve(problem=st.session_state.typed_problem) - if (solution := st.session_state.semikong_agent_solutions[st.session_state.typed_problem]): - st.markdown(body=solution.replace('$', r'\$')) +if (solution := st.session_state.semikong_agent_solutions[st.session_state.typed_problem]): + st.markdown(body=solution.replace('$', r'\$')) From d22627b4408f4f96c0b6c9f9002ca2df57e841c0 Mon Sep 17 00:00:00 2001 From: nguyennm Date: Tue, 6 Aug 2024 23:36:06 -0700 Subject: [PATCH 004/103] update api --- .../semiconductor/expert-program-space.yml | 55 +------------------ examples/semiconductor/semikong_lm.py | 2 +- 2 files changed, 3 insertions(+), 54 deletions(-) diff --git a/examples/semiconductor/expert-program-space.yml b/examples/semiconductor/expert-program-space.yml index 1a1945421..0070fb875 100644 --- a/examples/semiconductor/expert-program-space.yml +++ b/examples/semiconductor/expert-program-space.yml @@ -3,58 +3,7 @@ plan: Develop a comprehensive plan for etching 2 μm PECVD SiO2 using a PR mask. sub-htps: - task: |- - How can you introduce the etching challenges? - sub-htps: - - task: |- - What are the challenges of etching 2 μm PECVD SiO2 using a PR mask? - - task: |- - How can you mention the use of the Oxford ICP-RIE Plasmalab System 100 and the encountered issues? + What are the indicators I should focus on and briefly tell me their influence? Tell me concisely. - task: |- - What general considerations should be discussed? - sub-htps: - - task: |- - Why is selectivity important in the etching process? - - task: |- - How does polymer redeposition affect the etching process? - - task: |- - Why is the etch rate a critical factor in the etching process? - - - task: |- - What recipe suggestions can be presented? - sub-htps: - - task: |- - How can you present fluorine-based recipe options? - sub-htps: - - task: |- - What are the detailed parameters for the fluorine-based recipe, including gas flow rates, power, pressure, and temperature? - - task: |- - How can you present chlorine-based recipe options? - sub-htps: - - task: |- - What are the detailed parameters for the chlorine-based recipe, including gas flow rates, power, pressure, and temperature? - - task: |- - How can you present hybrid recipe options? - sub-htps: - - task: |- - What are the detailed parameters for the hybrid recipe, including gas flow rates, power, pressure, and temperature? - - - task: |- - What additional tips can optimize the etching process? - sub-htps: - - task: |- - How can PR mask optimization improve the etching process? - - task: |- - Why is it important to monitor the etch process? - - task: |- - What pre-etch and post-etch treatments should be performed? - - - task: |- - How can you conclude the plan? - sub-htps: - - task: |- - How can you recap the key points? - - task: |- - Why is it important to follow safety guidelines and operating procedures? - - task: |- - Why should you start with low-power, low-bias conditions and gradually adjust as needed? + What are the range of values should I choose for each indicator? No need so say much. I want the safe range of value. \ No newline at end of file diff --git a/examples/semiconductor/semikong_lm.py b/examples/semiconductor/semikong_lm.py index d6183997b..4f29e0827 100644 --- a/examples/semiconductor/semikong_lm.py +++ b/examples/semiconductor/semikong_lm.py @@ -8,7 +8,7 @@ DEFAULT_MODEL = 'pentagoniac/SEMIKONG-70B' DEFAULT_API_KEY = '...' -DEFAULT_API_BASE = 'http://34.44.90.64:8081/v1' +DEFAULT_API_BASE = 'http://semikong70b.aitomatic.com/v1' @dataclass From a77f18e0837fc541b08596023f52eee6bfa3660c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Wed, 7 Aug 2024 01:52:08 -0700 Subject: [PATCH 005/103] update examles/semiconductor/expert-knowledge.txt --- examples/semiconductor/expert-knowledge.txt | 87 +++++++++++++++------ 1 file changed, 62 insertions(+), 25 deletions(-) diff --git a/examples/semiconductor/expert-knowledge.txt b/examples/semiconductor/expert-knowledge.txt index e267b0e7c..78c4cffd4 100644 --- a/examples/semiconductor/expert-knowledge.txt +++ b/examples/semiconductor/expert-knowledge.txt @@ -1,25 +1,62 @@ -General Considerations for Etching SiO2: - -Selectivity: Achieving higher SiO2 etch rate than PR mask. -Polymer Redeposition: Reducing fluorine content, increasing bias power, adding polymer-reducing gas. -Etch Rate: Balancing plasma density, ion energy, and reactant gas flow rates. -Recipe Suggestions: - -Fluorine-based etch: -CF4: 50 sccm, CHF3: 20 sccm, Ar: 10 sccm. -ICP power: 800 W, Bias power: 100 W. -Pressure: 10 mTorr, Temperature: 20°C. -Chlorine-based etch: -Cl2: 50 sccm, Ar: 20 sccm, O2: 10 sccm. -ICP power: 1000 W, Bias power: 150 W. -Pressure: 15 mTorr, Temperature: 20°C. -Hybrid etch: -CF4: 30 sccm, Cl2: 20 sccm, Ar: 10 sccm, O2: 10 sccm. -ICP power: 900 W, Bias power: 120 W. -Pressure: 12 mTorr, Temperature: 20°C. -Additional Tips: - -Optimize PR mask: Proper baking and development. -Monitor etch process: Optical emission spectroscopy, mass spectrometry. -Pre-etch treatment: Brief fluorine-based plasma. -Post-etch treatment: Brief oxygen plasma. \ No newline at end of file +Etching Silicon Dioxide (SiO2): typical recipe(s) +================================================= + +If using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) +-------------------------------------------------------------------- + + +GASES & FLOW RATES: + +Common gas is CHF3, often mixed with small amount of Ar and/or O2: +- CHF3 provides fluorine for etching while also polymerising to provide sidewall protection, improving anisotropy +- Ar helps maintain stable plasma +- O2 enhances volatility of etch products + +Typical starting point: +- 20-50 sccm of CHF3 +- 5-10 sccm of Ar +- 2-5 sccm of O2 + + +ICP POWER: + +Higher ICP power (e.g., 500-1000W) increases plasma density and etch rate +BUT may also lead to more physical damage and less anisotropic profiles + + +RF POWER: + +Lower RF power (e.g., 10-50W) provides more anisotropic profiles + + +PRESSURE: + +Lower pressure (e.g., 5-20 mTorr) helps improve anisotropy + + +ETCH TIME: + +You need to adjust etch time depending on desired depth and etch rate. + +Remember that etch rate can vary across wafer and over time, so it's best to overestimate time and measure depth periodically. + + +END-POINT DETECTION: + +Many RIE systems have optical emission spectroscopy (OES) or interferometry for end-point detection. +These can stop etching process when desired depth is reached. + + +OPTIMIZATION CONSIDERATIONS: + +- Etch rate +- Selectivity to mask and underlying layers +- Etch profile (anisotropy) +- Uniformity +- Physical or chemical damage + + +SAFETY PROCEDURES: + +- Always follow safety procedures when working with plasma etching systems and handling gases +- Confirm with facility and equipment manager that your planned recipe is compatible and won't cause any damage or contamination From db8a06cff9ac7610fce331d6fa6602cd3476386f Mon Sep 17 00:00:00 2001 From: nguyennm Date: Wed, 7 Aug 2024 02:23:18 -0700 Subject: [PATCH 006/103] update new plan --- examples/semiconductor/expert-program-space.yml | 14 +++++++++++--- examples/semiconductor/streamlit-main.py | 7 ++++--- 2 files changed, 15 insertions(+), 6 deletions(-) diff --git a/examples/semiconductor/expert-program-space.yml b/examples/semiconductor/expert-program-space.yml index 0070fb875..4cf6cecfa 100644 --- a/examples/semiconductor/expert-program-space.yml +++ b/examples/semiconductor/expert-program-space.yml @@ -1,9 +1,17 @@ plan: task: |- - Develop a comprehensive plan for etching 2 μm PECVD SiO2 using a PR mask. + For etching PECVD SiO2 using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE), + recommend 2 good parameter sets and their relative advantages/disadvantages + sub-htps: - task: |- - What are the indicators I should focus on and briefly tell me their influence? Tell me concisely. + Get typical gases used for such process and their flow rate ranges + in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) + + - task: |- + Get typical ICP Power, RF Power and Pressure value ranges and associated trade-offs + in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) - task: |- - What are the range of values should I choose for each indicator? No need so say much. I want the safe range of value. \ No newline at end of file + Recommend 2 parameter sets (each including Flow Rate for each Gas, plus ICP Power, RF Power and Pressure) + with analysis of their relative pros and cons. diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index 5a0c7c986..773038922 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -19,12 +19,13 @@ DEFAULT_PROBLEM: str = ( - 'How to etch 2 um silicon dioxide (PR mask) using ICP RIE Plasmalab System 100... Any suggestions for recipe?' + 'How to etch 2 um silicon dioxide (PR mask) using ICP RIE Plasmalab System 100? Any suggestions for recipe?' '\n' 'I am trying to etch 2 μm of PECVD SiO2 using a ~4 μm PR mask to create a pattern of 20 * 60 μm. ' + '\n' 'I am using the Oxford ICP-RIE Plasmalab System 100. ' - 'I have tried multiple recipes, but I have encountered issues ' - 'such as low selectivity, polymer redeposition, and extremely low etch rates at times.' + '\n' + 'Recommend me 2 recipes and their pros/cons.' ) From 34762196a92fe2088ea172c2630db9f3a72df4a5 Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Wed, 7 Aug 2024 17:32:04 +0700 Subject: [PATCH 007/103] feat: semiconductor ui --- .../semiconductor-ui/css/style.css | 4 + .../semiconductor/semiconductor-ui/index.html | 454 ++++++++++++++++++ .../public/images/image-14.png | Bin 0 -> 256896 bytes .../public/images/image-16.png | Bin 0 -> 129251 bytes .../semiconductor/semiconductor-ui/server.py | 10 + 5 files changed, 468 insertions(+) create mode 100644 examples/semiconductor/semiconductor-ui/css/style.css create mode 100644 examples/semiconductor/semiconductor-ui/index.html create mode 100644 examples/semiconductor/semiconductor-ui/public/images/image-14.png create mode 100644 examples/semiconductor/semiconductor-ui/public/images/image-16.png create mode 100644 examples/semiconductor/semiconductor-ui/server.py diff --git a/examples/semiconductor/semiconductor-ui/css/style.css b/examples/semiconductor/semiconductor-ui/css/style.css new file mode 100644 index 000000000..aa468c688 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/css/style.css @@ -0,0 +1,4 @@ +.step-item::after { + content: ''; + border: 1px solid #e0e0e0; +} \ No newline at end of file diff --git a/examples/semiconductor/semiconductor-ui/index.html b/examples/semiconductor/semiconductor-ui/index.html new file mode 100644 index 000000000..3bf82775c --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/index.html @@ -0,0 +1,454 @@ + + + + + + Semiconductor UI + + + + + + + + + +
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    • CF4: 50 sccm
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zV`cHIiLs8^qGEBoVT;R4jsXGAjcY%K<6-@ie2&!Fq61Z{xX&huZChJ8uYqmeX>!`7 z!?<(yT*n*~k9Zvelr4ggq_9|b2z;24FdHL-&{T78p)wvaXlNIDv50Cckkb_f7+dql zgrVXJJf64(jc<-!AOz?tc-BJoo%FPa@T? z*wNk&)@WbUF5C=BKxTa`GS*%g*^sS)*%YA^H+$ru4rf{;vQio?Mnk?Aae=vw!)K2p z_<&|7hKNkFJ~n>Lw#^8anUbCs3Ev5R^J9W7=wxzcKps0{6b2oJ3j~!tv1wqOp{7EWXpFk%8blGjo+;cAR63RK>F=_J&Zh1b)JU zq3<}HoRl|#lUyL%g*#JojN+c-1msK&YXKxJRc%3rF3L`QSJ#-T<}=nc98V%yaNkAp zJeqjQ$(u0Rm6|E8qZqrrK%JOu<4ur^l^J$K)atUnvp~fK5By4I9pUe|hv!h-lEQ|F z#Fd3>_G|3!G4BVA59yCcL^}4}fH93Y3;N9RSx2L85=RaQjL|ubhqyMl)_uHRmzqR5 z<-Ha(a9f%yHpB;~T(w^d+owzImS7V9+ z-W?4nW0RDPC=~(mt>)CUMOJ?E3Zg?=UEjpDpV4*Cq}i1>v~%b3$k>}GDX`u&)P9S_ z9a2&%qK;K8JI0ypyn-Yu-=sxtM0ho(bDO{kCxH83Sl_^X;`$0~bK^1`WKDsnnUfo8 zwh`FD=`PQeY;oiBLGT^#QmT+y!nJ?&r!}Pc=x+4MKxSd&RE%FlGuOS6%QXf58q`JXBijgrKr~whG!*M zJ$W3Z(M+FdAPGy1vC+6_;t@5HlsP?f5u=#YN85 z2jwzCW(2&Bg+j@$Ub~8npk|LAJ<^;7vn+0YK|P*hr*=@OC+9U5gy-IOzzA>9MlH)1 zPvVpf3Kq2wM-E%HL2Ob+uz@#LTQ#Hc0Rjw4aR~mjsHhbUS(7$r9QLCkx$dN{pS!11 z@z6~|H!np4jBdsBtozDl>i*+Snr+bO$y4%ItNU_B_Wxe*my5l}-rX4$&z}N=s zRt;Mg&ihtL^z5iswdFz<>kI+c8sO}MW9uQ1>ELxfVW&jf?$;h#CpEUcVZ~}wIGY}f zCZO%vL>Bd?o=8q(2nM(p!mMw1k3JCTZL{h!89K;th--=3ZHfkxwM1kzhc;d_K7DpWB~g;mz7hgny@#a zY}VX(mlE+PAd515b!O6WG0T^t>_qi6o&(Vl)>P>@tM!Iu$Xf4vg0(8RPJUE3X0XD2 z#<@dgMuZC|-c+K5cmj3Rha(x87Fk-+iJ6cftuNoN%8G>4vePF{x+BU}rK z7`yJ`qBJ7}$R-wMrTJ9B@`(b@f20N_$#~ev^7%l@(_?9~rEO&`Z>y_i++)hJq?}X@ zQ40zwb{iryrpV#u`BmEhc|eB0+$`gFSbv#0lpaVByBLjK7UPGpI=rLFjO0je1Vb>MfxwSWlhwGgD@h;hR2&rlwfHu24xsKG1U{;}DNUh1Cc` zjPNLjCWaq5n`p=QPA}v!Ol9_Ocd}

 -
+
Specifications
Loremm ipsum dolor sit amet consectetur
-
+
-
+
Paramters
Loremm ipsum dolor sit amet consectetur
-
+
-
+
Steps
Loremm ipsum dolor sit amet consectetur
-
+
Question
-
+
Specifications
-
+
-
    +
    • Gases: -
        +
        • CF4: 50 sccm
        • CHF3: 20 sccm
        • Ar: 10 sccm
          • @@ -156,15 +156,15 @@
-
+
+
+
+ ); +} + +const container = document.getElementById("root"); +const root = ReactDOM.createRoot(container); +root.render(); diff --git a/examples/semiconductor/semiconductor-ui/ui/.eslintrc.cjs b/examples/semiconductor/semiconductor-ui/ui/.eslintrc.cjs new file mode 100644 index 000000000..3e212e1d4 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/.eslintrc.cjs @@ -0,0 +1,21 @@ +module.exports = { + root: true, + env: { browser: true, es2020: true }, + extends: [ + 'eslint:recommended', + 'plugin:react/recommended', + 'plugin:react/jsx-runtime', + 'plugin:react-hooks/recommended', + ], + ignorePatterns: ['dist', '.eslintrc.cjs'], + parserOptions: { ecmaVersion: 'latest', sourceType: 'module' }, + settings: { react: { version: '18.2' } }, + plugins: ['react-refresh'], + rules: { + 'react/jsx-no-target-blank': 'off', + 'react-refresh/only-export-components': [ + 'warn', + { allowConstantExport: true }, + ], + }, +} diff --git a/examples/semiconductor/semiconductor-ui/ui/.gitignore b/examples/semiconductor/semiconductor-ui/ui/.gitignore new file mode 100644 index 000000000..a547bf36d --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/examples/semiconductor/semiconductor-ui/ui/Dockerfile b/examples/semiconductor/semiconductor-ui/ui/Dockerfile new file mode 100644 index 000000000..4e0ab71a9 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/Dockerfile @@ -0,0 +1,13 @@ +FROM node:18-alpine AS development +ENV NODE_ENV development +# Add a work directory +WORKDIR /app +# Cache and Install dependencies +COPY package*.json . +RUN npm install +# Copy app files +COPY . . +# Expose port +EXPOSE 4000 +# Start the app +CMD [ "npm", "start" ] diff --git a/examples/semiconductor/semiconductor-ui/ui/README.md b/examples/semiconductor/semiconductor-ui/ui/README.md new file mode 100644 index 000000000..f768e33fc --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/README.md @@ -0,0 +1,8 @@ +# React + Vite + +This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules. + +Currently, two official plugins are available: + +- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react/README.md) uses [Babel](https://babeljs.io/) for Fast Refresh +- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh diff --git a/examples/semiconductor/semiconductor-ui/ui/index.html b/examples/semiconductor/semiconductor-ui/ui/index.html new file mode 100644 index 000000000..0c589eccd --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/index.html @@ -0,0 +1,13 @@ + + + + + + + Vite + React + + +
+ + + diff --git a/examples/semiconductor/semiconductor-ui/ui/postcss.config.js b/examples/semiconductor/semiconductor-ui/ui/postcss.config.js new file mode 100644 index 000000000..2e7af2b7f --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/examples/semiconductor/semiconductor-ui/public/images/image-14.png b/examples/semiconductor/semiconductor-ui/ui/public/images/image-14.png similarity index 100% rename from examples/semiconductor/semiconductor-ui/public/images/image-14.png rename to examples/semiconductor/semiconductor-ui/ui/public/images/image-14.png diff --git a/examples/semiconductor/semiconductor-ui/public/images/image-16.png b/examples/semiconductor/semiconductor-ui/ui/public/images/image-16.png similarity index 100% rename from examples/semiconductor/semiconductor-ui/public/images/image-16.png rename to examples/semiconductor/semiconductor-ui/ui/public/images/image-16.png diff --git a/examples/semiconductor/semiconductor-ui/ui/public/vite.svg b/examples/semiconductor/semiconductor-ui/ui/public/vite.svg new file mode 100644 index 000000000..e7b8dfb1b --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/examples/semiconductor/semiconductor-ui/ui/src/App.css b/examples/semiconductor/semiconductor-ui/ui/src/App.css new file mode 100644 index 000000000..e69de29bb diff --git a/examples/semiconductor/semiconductor-ui/ui/src/App.jsx b/examples/semiconductor/semiconductor-ui/ui/src/App.jsx new file mode 100644 index 000000000..51b21224e --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/App.jsx @@ -0,0 +1,8 @@ +import "./App.css"; +import { MainView } from "./views/main"; + +function App() { + return ; +} + +export default App; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/assets/react.svg b/examples/semiconductor/semiconductor-ui/ui/src/assets/react.svg new file mode 100644 index 000000000..6c87de9bb --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/assets/react.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/examples/semiconductor/semiconductor-ui/ui/src/index.css b/examples/semiconductor/semiconductor-ui/ui/src/index.css new file mode 100644 index 000000000..b5c61c956 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/index.css @@ -0,0 +1,3 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/main.jsx b/examples/semiconductor/semiconductor-ui/ui/src/main.jsx new file mode 100644 index 000000000..54b39dd1d --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/main.jsx @@ -0,0 +1,10 @@ +import React from 'react' +import ReactDOM from 'react-dom/client' +import App from './App.jsx' +import './index.css' + +ReactDOM.createRoot(document.getElementById('root')).render( + + + , +) diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx new file mode 100644 index 000000000..1120f032c --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx @@ -0,0 +1,487 @@ +import { useEffect } from "react"; +import { useData } from "./store"; + +export const MainView = () => { + const { data, getData } = useData(); + console.log(data); + + useEffect(() => { + getData(); + // eslint-disable-next-line react-hooks/exhaustive-deps + }, []); + + return ( +
+
+
+
+ + + +
+
+
Specifications
+
Loremm ipsum dolor sit amet consectetur
+
+
+
+
+ + + +
+
+
Paramters
+
Loremm ipsum dolor sit amet consectetur
+
+
+
+
+ + + +
+
+
Steps
+
Loremm ipsum dolor sit amet consectetur
+
+
+
+
+
+
+
Question
+
+
+ +
+
+ +
+
+
+
+
Specifications
+
+
+
+
+ This recipe is designed to achieve a higher SiO etch rate + while maintaining good selectivity over the PR mask and + minimizing polymer redeposition. +
+
    +
  • + Gases: +
      +
    • CF4: 50 sccm
      • +
    • CHF3: 20 sccm
      • +
    • Ar: 10 sccm
      • +
    +
    • +
  • ICP Power: 800 W
    • +
  • Bias Power: 100 W
    • +
  • Temperature: 20°C
    • +
+
+
+ +
+
+
+ +
+
+
+
+
Plans
+
+
+ + + + + + + + + + +
+ Main task: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 1: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 2: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 3: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 4: + + sit amet consectetur + +
+
+
+
+
+
+
+
Solution
+
+
+
+ First suggested parameter +
+
+ Recommended +
+
+
+
+ Parameter +
+
+ Value +
+
+
+
+ Ar (Argon) +
+
+ 1213 sccm +
+
+
+
+ Power +
+
+ 123231 W +
+
+
+
+ DCS (Dichlorosilane) +
+
+ 1213 sccm +
+
+
+
+ Temperature +
+
+ 123231 W +
+
+
+
+ Pressure +
+
+ 1213 sccm +
+
+
+
+
+
+
+
+ Second suggested parameter +
+
+ Recommended +
+
+
+
+ Parameter +
+
+ Value +
+
+
+
+ Ar (Argon) +
+
+ 1213 sccm +
+
+
+
+ Power +
+
+ 123231 W +
+
+
+
+ DCS (Dichlorosilane) +
+
+ 1213 sccm +
+
+
+
+ Temperature +
+
+ 123231 W +
+
+
+
+ Pressure +
+
+ 1213 sccm +
+
+
+
+
+
+ Steps to Optimize the Etching Process +
+
+ +
+
+
+
+
+ ); +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/store.js b/examples/semiconductor/semiconductor-ui/ui/src/views/store.js new file mode 100644 index 000000000..82df7383e --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/store.js @@ -0,0 +1,14 @@ +import { create } from "zustand"; +import axios from "axios"; + +export const useData = create((set) => ({ + data: {}, + getData: async () => { + try { + const response = await axios.get("http://localhost:9000/data"); + set({ data: response.data }); + } catch (error) { + console.error(error); + } + }, +})); diff --git a/examples/semiconductor/semiconductor-ui/ui/tailwind.config.js b/examples/semiconductor/semiconductor-ui/ui/tailwind.config.js new file mode 100644 index 000000000..614c86b48 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/tailwind.config.js @@ -0,0 +1,8 @@ +/** @type {import('tailwindcss').Config} */ +export default { + content: ["./index.html", "./src/**/*.{js,ts,jsx,tsx}"], + theme: { + extend: {}, + }, + plugins: [], +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/vite.config.js b/examples/semiconductor/semiconductor-ui/ui/vite.config.js new file mode 100644 index 000000000..9cc50ead1 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/vite.config.js @@ -0,0 +1,7 @@ +import { defineConfig } from "vite"; +import react from "@vitejs/plugin-react"; + +// https://vitejs.dev/config/ +export default defineConfig({ + plugins: [react()], +}); From b167f2dc7ae06a5c6c9c7725896023ba60ccc7a5 Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Wed, 7 Aug 2024 22:54:59 +0700 Subject: [PATCH 010/103] feat: move to component files --- .../ui/src/views/Header/index.jsx | 75 +++ .../ui/src/views/LeftPane/index.jsx | 227 +++++++++ .../ui/src/views/RightPane/index.jsx | 176 +++++++ .../semiconductor-ui/ui/src/views/main.jsx | 474 +----------------- 4 files changed, 484 insertions(+), 468 deletions(-) create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/views/Header/index.jsx create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/Header/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/Header/index.jsx new file mode 100644 index 000000000..a76549d83 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/Header/index.jsx @@ -0,0 +1,75 @@ +export const Header = () => { + return ( +
+
+
+ + + +
+
+
Specifications
+
Loremm ipsum dolor sit amet consectetur
+
+
+
+
+ + + +
+
+
Paramters
+
Loremm ipsum dolor sit amet consectetur
+
+
+
+
+ + + +
+
+
Steps
+
Loremm ipsum dolor sit amet consectetur
+
+
+
+ ); +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx new file mode 100644 index 000000000..77b76fad3 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx @@ -0,0 +1,227 @@ +export const LeftPane = () => { + return ( +
+
+
Question
+
+
+ +
+
+ +
+
+
+
+
Specifications
+
+
+
+
+ This recipe is designed to achieve a higher SiO etch rate while + maintaining good selectivity over the PR mask and minimizing + polymer redeposition. +
+
    +
  • + Gases: +
      +
    • CF4: 50 sccm
      • +
    • CHF3: 20 sccm
      • +
    • Ar: 10 sccm
      • +
    +
    • +
  • ICP Power: 800 W
    • +
  • Bias Power: 100 W
    • +
  • Temperature: 20°C
    • +
+
+
+ +
+
+
+ +
+
+
+
+
Plans
+
+
+ + + + + + + + + + +
+ Main task: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 1: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 2: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 3: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 4: + + sit amet consectetur + +
+
+
+
+
+ ); +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx new file mode 100644 index 000000000..fb338df9d --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx @@ -0,0 +1,176 @@ +export const RightPane = () => { + return ( +
+
+
Solution
+
+
+
+ First suggested parameter +
+
+ Recommended +
+
+
+
+ Parameter +
+
+ Value +
+
+
+
+ Ar (Argon) +
+
+ 1213 sccm +
+
+
+
+ Power +
+
+ 123231 W +
+
+
+
+ DCS (Dichlorosilane) +
+
+ 1213 sccm +
+
+
+
+ Temperature +
+
+ 123231 W +
+
+
+
+ Pressure +
+
+ 1213 sccm +
+
+
+
+
+
+
+
+ Second suggested parameter +
+
+ Recommended +
+
+
+
+ Parameter +
+
+ Value +
+
+
+
+ Ar (Argon) +
+
+ 1213 sccm +
+
+
+
+ Power +
+
+ 123231 W +
+
+
+
+ DCS (Dichlorosilane) +
+
+ 1213 sccm +
+
+
+
+ Temperature +
+
+ 123231 W +
+
+
+
+ Pressure +
+
+ 1213 sccm +
+
+
+
+
+
Steps to Optimize the Etching Process
+
+ +
+
+
+ ); +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx index 1120f032c..92dc2e5a4 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx @@ -1,5 +1,8 @@ import { useEffect } from "react"; import { useData } from "./store"; +import { LeftPane } from "./LeftPane"; +import { RightPane } from "./RightPane"; +import { Header } from "./Header"; export const MainView = () => { const { data, getData } = useData(); @@ -12,475 +15,10 @@ export const MainView = () => { return (
-
-
-
- - - -
-
-
Specifications
-
Loremm ipsum dolor sit amet consectetur
-
-
-
-
- - - -
-
-
Paramters
-
Loremm ipsum dolor sit amet consectetur
-
-
-
-
- - - -
-
-
Steps
-
Loremm ipsum dolor sit amet consectetur
-
-
-
+
-
-
-
Question
-
-
- -
-
- -
-
-
-
-
Specifications
-
-
-
-
- This recipe is designed to achieve a higher SiO etch rate - while maintaining good selectivity over the PR mask and - minimizing polymer redeposition. -
-
    -
  • - Gases: -
      -
    • CF4: 50 sccm
      • -
    • CHF3: 20 sccm
      • -
    • Ar: 10 sccm
      • -
    -
    • -
  • ICP Power: 800 W
    • -
  • Bias Power: 100 W
    • -
  • Temperature: 20°C
    • -
-
-
- -
-
-
- -
-
-
-
-
Plans
-
-
- - - - - - - - - - -
- Main task: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 1: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 2: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 3: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 4: - - sit amet consectetur - -
-
-
-
-
-
-
-
Solution
-
-
-
- First suggested parameter -
-
- Recommended -
-
-
-
- Parameter -
-
- Value -
-
-
-
- Ar (Argon) -
-
- 1213 sccm -
-
-
-
- Power -
-
- 123231 W -
-
-
-
- DCS (Dichlorosilane) -
-
- 1213 sccm -
-
-
-
- Temperature -
-
- 123231 W -
-
-
-
- Pressure -
-
- 1213 sccm -
-
-
-
-
-
-
-
- Second suggested parameter -
-
- Recommended -
-
-
-
- Parameter -
-
- Value -
-
-
-
- Ar (Argon) -
-
- 1213 sccm -
-
-
-
- Power -
-
- 123231 W -
-
-
-
- DCS (Dichlorosilane) -
-
- 1213 sccm -
-
-
-
- Temperature -
-
- 123231 W -
-
-
-
- Pressure -
-
- 1213 sccm -
-
-
-
-
-
- Steps to Optimize the Etching Process -
-
- -
-
-
+ +
); From bee7bd443360bee26e7614d22a16ab15ce5101bf Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Thu, 8 Aug 2024 00:22:20 +0700 Subject: [PATCH 011/103] fix: updated Dockerfile --- examples/semiconductor/semiconductor-ui/api/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/semiconductor-ui/api/Dockerfile b/examples/semiconductor/semiconductor-ui/api/Dockerfile index 77f1cdb48..0a8d4b1e8 100644 --- a/examples/semiconductor/semiconductor-ui/api/Dockerfile +++ b/examples/semiconductor/semiconductor-ui/api/Dockerfile @@ -11,7 +11,7 @@ RUN poetry config virtualenvs.in-project true && \ WORKDIR /api -COPY pyproject.toml poetry.lock /api/ +COPY pyproject.toml /api/ # ======================================= # Build image From 60a3ddda68856a106ecfd421edd91abb3a013837 Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Thu, 8 Aug 2024 00:37:10 +0700 Subject: [PATCH 012/103] feat: add package json fie --- .gitignore | 3 + .../semiconductor-ui/ui/package-lock.json | 5436 +++++++++++++++++ .../semiconductor-ui/ui/package.json | 32 + 3 files changed, 5471 insertions(+) create mode 100644 examples/semiconductor/semiconductor-ui/ui/package-lock.json create mode 100644 examples/semiconductor/semiconductor-ui/ui/package.json diff --git a/.gitignore b/.gitignore index 99c8aa593..f8bbe6a1d 100644 --- a/.gitignore +++ b/.gitignore @@ -39,6 +39,9 @@ docs/_build/ # DATA & EXAMPLE FILES # ==================== examples/**/*.json +!examples/**/package.json +!examples/**/package-lock.json + .openssa/ test*.ipynb tmp/ diff --git a/examples/semiconductor/semiconductor-ui/ui/package-lock.json b/examples/semiconductor/semiconductor-ui/ui/package-lock.json new file mode 100644 index 000000000..d9c70d692 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/package-lock.json @@ -0,0 +1,5436 @@ +{ + "name": "ui", + "version": "0.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "ui", 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js,jsx --report-unused-disable-directives --max-warnings 0", + "preview": "vite preview" + }, + "dependencies": { + "axios": "^1.7.3", + "react": "^18.3.1", + "react-dom": "^18.3.1", + "zustand": "^4.5.4" + }, + "devDependencies": { + "@types/react": "^18.3.3", + "@types/react-dom": "^18.3.0", + "@vitejs/plugin-react": "^4.3.1", + "autoprefixer": "^10.4.20", + "eslint": "^8.57.0", + "eslint-plugin-react": "^7.34.3", + "eslint-plugin-react-hooks": "^4.6.2", + "eslint-plugin-react-refresh": "^0.4.7", + "postcss": "^8.4.41", + "tailwindcss": "^3.4.7", + "vite": "^5.3.4" + } +} From 1aff6cf57805afd5617710e1bb713f0df50c01ae Mon Sep 17 00:00:00 2001 From: nguyennm Date: Wed, 7 Aug 2024 10:45:36 -0700 Subject: [PATCH 013/103] update api --- .../semiconductor-ui/api/main.py | 68 +++++++++++++++++-- .../semiconductor-ui/api/pyproject.toml | 1 + 2 files changed, 64 insertions(+), 5 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index e8ce23e9d..4b2ac7754 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -1,6 +1,8 @@ import os -from fastapi import FastAPI +from fastapi import FastAPI, Request from fastapi.middleware.cors import CORSMiddleware +from collections import defaultdict +import openai app = FastAPI() @@ -12,17 +14,73 @@ allow_headers=["*"], ) +client = openai.OpenAI(api_key=os.environ['OPENAI_API_KEY']) + +def call_gpt(prompt): + response = client.chat.completions.create( + model="gpt-4o", + messages=[ + {"role": "system", "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, + {"role": "user", "content": prompt} + ] + ) + return response.choices[0].message.content + +def parse_recipe_text(text): + parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} + lines = text.split("\n") + current_section = None + + for line in lines: + if "recipe_1:" in line: + current_section = "recipe_1" + elif "recipe_2:" in line: + current_section = "recipe_2" + elif "agent_advice:" in line: + current_section = "agent_advice" + elif current_section: + parsed_data[current_section] += line + "\n" + + parsed_data = {key: value.strip() for key, value in parsed_data.items()} + return parsed_data + +def solve_semiconductor_question(question): + solutions = defaultdict(str) + + solutions[question] = get_or_create_agent(use_semikong_lm=True).solve(problem=question) + + solution = solutions[question] + solution = solution.replace('$', r'\$') + + prompt = f"""{solution} \n\n Please help me parse the above text into this format:\n + recipe_1: Show the recipe 1 here\n + recipe_2: Show the recipe 2 here\n + agent_advice: Show the agent's general considerations here\n + DO NOT forget the key and DO NOT change the key format. + """ + solution = call_gpt(prompt) + parsed_solution = parse_recipe_text(solution) + return parsed_solution @app.get("/") async def root(): return {"message": "Hello World"} - @app.get("/data") async def get_data(): return {"data": "data"} - @app.post("/data") -async def post_data(): - return {"data": "data"} +async def post_data(request: Request): + data = await request.json() + question = data.get('question') + if not question: + return {"error": "No question provided"}, 400 + + try: + parsed_answer = solve_semiconductor_question(question) + return parsed_answer + except Exception as e: + logger.error(f"Error solving the question: {e}") + return {"error": str(e)}, 500 + diff --git a/examples/semiconductor/semiconductor-ui/api/pyproject.toml b/examples/semiconductor/semiconductor-ui/api/pyproject.toml index 84d2385d6..4998ee489 100644 --- a/examples/semiconductor/semiconductor-ui/api/pyproject.toml +++ b/examples/semiconductor/semiconductor-ui/api/pyproject.toml @@ -9,6 +9,7 @@ readme = "README.md" python = "^3.10" uvicorn = "^0.30.5" fastapi = "^0.112.0" +openai = "^1.40.1" [build-system] From fbe1b11276b0136f0a28e2dbbf7a73ae98efe71b Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Thu, 8 Aug 2024 00:47:00 +0700 Subject: [PATCH 014/103] feat: add env file --- examples/semiconductor/semiconductor-ui/docker-compose.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/semiconductor/semiconductor-ui/docker-compose.yml b/examples/semiconductor/semiconductor-ui/docker-compose.yml index a3e0a3cc7..c47e808da 100644 --- a/examples/semiconductor/semiconductor-ui/docker-compose.yml +++ b/examples/semiconductor/semiconductor-ui/docker-compose.yml @@ -5,6 +5,7 @@ services: container_name: apis restart: always platform: linux/amd64 + env_file: .env build: context: ./api dockerfile: ./Dockerfile From 7f355a406db745582a8c8b6d74959e7822c6fe72 Mon Sep 17 00:00:00 2001 From: nguyennm Date: Wed, 7 Aug 2024 11:07:05 -0700 Subject: [PATCH 015/103] handle bugs --- examples/semiconductor/semiconductor-ui/api/main.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 4b2ac7754..43eca0c2d 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -3,6 +3,7 @@ from fastapi.middleware.cors import CORSMiddleware from collections import defaultdict import openai +import time app = FastAPI() @@ -81,6 +82,11 @@ async def post_data(request: Request): parsed_answer = solve_semiconductor_question(question) return parsed_answer except Exception as e: - logger.error(f"Error solving the question: {e}") - return {"error": str(e)}, 500 + # logger.error(f"Error solving the question: {e}") + # return {"error": str(e)}, 500 + time.sleep(10) + return """ +{'recipe_1': 'Parameters:\n- Gases and Flow Rates:\n - CHF3: 50 sccm\n - Ar: 10 sccm\n - O2: 5 sccm\n- ICP Power: 1000 W\n- RF Power: 50 W\n- Pressure: 20 mTorr\n- Etch Time: Start with 8 minutes and measure periodically\n\nPros:\n1. High Etch Rate: The high ICP power and higher flow rates of CHF3 and O2 increase the density of reactive species, leading to a faster etch rate.\n2. Stable Plasma: The addition of Ar at 10 sccm helps maintain a stable plasma, which is crucial for consistent etching.\n3. Improved Volatility: The higher O2 flow rate enhances the volatility of etch products, improving overall etch efficiency.\n\nCons:\n1. Physical Damage: The high ICP power and RF power can lead to more physical damage to the PR mask and underlying layers due to increased ion bombardment.\n2. Less Anisotropic Profiles: Higher RF power may result in less anisotropic etch profiles, which could be problematic for applications requiring precise vertical etching.\n3. Higher Pressure: The higher pressure may reduce the mean free path of ions, potentially affecting the directionality of the etch.', 'recipe_2': 'Parameters:\n- Gases and Flow Rates:\n - CHF3: 20 sccm\n - Ar: 5 sccm\n - O2: 2 sccm\n- ICP Power: 500 W\n- RF Power: 10 W\n- Pressure: 5 mTorr\n- Etch Time: Start with 15 minutes and measure periodically\n\nPros:\n1. High Anisotropy: The lower RF power and lower pressure will help achieve more anisotropic etch profiles, which is essential for applications requiring precise vertical etching.\n2. Reduced Physical Damage: Lower ICP and RF power reduce the risk of physical damage to the PR mask and underlying layers, making this set suitable for delicate structures.\n3. Directional Etching: The lower pressure improves the directionality of the etch by reducing the number of collisions between ions and neutral species.\n\nCons:\n1. Lower Etch Rate: The lower ICP power and reduced flow rates of CHF3 and O2 will result in a slower etch rate, requiring longer etch times to achieve the desired depth.\n2. Plasma Stability: The lower flow rate of Ar may make it more challenging to maintain a stable plasma, which could affect the consistency of the etch process.\n3. Process Control: The lower pressure and power settings require more precise control of the process parameters to maintain stability and achieve the desired etch profile.', 'agent_advice': '- Etch Rate and Uniformity: Regularly measure the etch depth to ensure uniformity across the wafer. Adjust the etch time accordingly.\n- End-Point Detection: Utilize optical emission spectroscopy (OES) or interferometry if available on the Plasmalab System 100 to accurately determine the end-point of the etch process.\n- Safety Procedures: Always follow safety protocols when handling gases and operating the ICP RIE system. Confirm with the facility manager that the chosen recipe is compatible with the equipment.\n\nBy starting with these recipes and making necessary adjustments based on periodic measurements and observations, you should be able to achieve the desired etch depth and profile for your SiO2 pattern.\n```'} + """ + From c181aa8cbb7a1acaacf50808a0929f79aa0c0eee Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Thu, 8 Aug 2024 01:47:09 +0700 Subject: [PATCH 016/103] feat: integrate backend --- .gitignore | 4 + .../semiconductor-ui/api/Dockerfile | 9 +- .../api/data_and_knowledge.py | 35 + .../semiconductor-ui/api/expert-knowledge.txt | 62 + .../api/expert-program-space.yml | 17 + .../semiconductor-ui/api/main.py | 63 +- .../semiconductor-ui/api/poetry.lock | 4233 +++++++++++++++++ .../semiconductor-ui/api/pyproject.toml | 3 +- .../semiconductor-ui/api/semikong_lm.py | 30 + .../semiconductor-ui/api/start.sh | 0 .../ui/public/images/nanophys.png | Bin 0 -> 43489 bytes .../ui/src/views/LeftPane/index.jsx | 435 +- .../ui/src/views/RightPane/index.jsx | 3 + .../semiconductor-ui/ui/src/views/store.js | 14 +- 14 files changed, 4685 insertions(+), 223 deletions(-) create mode 100644 examples/semiconductor/semiconductor-ui/api/data_and_knowledge.py create mode 100644 examples/semiconductor/semiconductor-ui/api/expert-knowledge.txt create mode 100644 examples/semiconductor/semiconductor-ui/api/expert-program-space.yml create mode 100644 examples/semiconductor/semiconductor-ui/api/poetry.lock create mode 100644 examples/semiconductor/semiconductor-ui/api/semikong_lm.py mode change 100644 => 100755 examples/semiconductor/semiconductor-ui/api/start.sh create mode 100644 examples/semiconductor/semiconductor-ui/ui/public/images/nanophys.png diff --git a/.gitignore b/.gitignore index f8bbe6a1d..fcd569ab9 100644 --- a/.gitignore +++ b/.gitignore @@ -42,6 +42,10 @@ examples/**/*.json !examples/**/package.json !examples/**/package-lock.json + +# Exception +!examples/semiconductor/semiconductor-ui/api/poetry.lock + .openssa/ test*.ipynb tmp/ diff --git a/examples/semiconductor/semiconductor-ui/api/Dockerfile b/examples/semiconductor/semiconductor-ui/api/Dockerfile index 0a8d4b1e8..e7dd99278 100644 --- a/examples/semiconductor/semiconductor-ui/api/Dockerfile +++ b/examples/semiconductor/semiconductor-ui/api/Dockerfile @@ -1,6 +1,7 @@ -FROM --platform=linux/amd64 python:3.10-slim AS base +FROM --platform=linux/amd64 python:3.12-slim AS base # Install Poetry +RUN apt update -y && apt upgrade -y && apt install git -y RUN apt update -y && apt install poppler-utils -y RUN python -m pip install --upgrade pip && \ pip install --no-cache-dir poetry==1.3.2 @@ -11,15 +12,15 @@ RUN poetry config virtualenvs.in-project true && \ WORKDIR /api -COPY pyproject.toml /api/ +COPY pyproject.toml poetry.lock /api/ # ======================================= # Build image FROM base AS build - +ENV POETRY_REQUESTS_TIMEOUT=300 +ENV PIP_DEFAULT_TIMEOUT=300 RUN poetry install - # ======================================= # App image FROM base AS app diff --git a/examples/semiconductor/semiconductor-ui/api/data_and_knowledge.py b/examples/semiconductor/semiconductor-ui/api/data_and_knowledge.py new file mode 100644 index 000000000..a26106af5 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/data_and_knowledge.py @@ -0,0 +1,35 @@ +from __future__ import annotations + +from pathlib import Path +from typing import TYPE_CHECKING + +from dotenv import load_dotenv +import yaml + +if TYPE_CHECKING: + from openssa.core.programming.hierarchical.plan import HTPDict + + +load_dotenv() + + +EXPERT_KNOWLEDGE_FILE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' +with open(file=EXPERT_KNOWLEDGE_FILE_PATH, + buffering=-1, + encoding='utf-8', + errors='strict', + newline=None, + closefd=True, + opener=None) as f: + EXPERT_KNOWLEDGE: str = f.read() + + +EXPERT_PROGRAM_SPACE_FILE_PATH: Path = Path(__file__).parent / 'expert-program-space.yml' +with open(file=EXPERT_PROGRAM_SPACE_FILE_PATH, + buffering=-1, + encoding='utf-8', + errors='strict', + newline=None, + closefd=True, + opener=None) as f: + EXPERT_PROGRAM_SPACE: dict[str, HTPDict] = yaml.safe_load(stream=f) diff --git a/examples/semiconductor/semiconductor-ui/api/expert-knowledge.txt b/examples/semiconductor/semiconductor-ui/api/expert-knowledge.txt new file mode 100644 index 000000000..78c4cffd4 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/expert-knowledge.txt @@ -0,0 +1,62 @@ +Etching Silicon Dioxide (SiO2): typical recipe(s) +================================================= + +If using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) +-------------------------------------------------------------------- + + +GASES & FLOW RATES: + +Common gas is CHF3, often mixed with small amount of Ar and/or O2: +- CHF3 provides fluorine for etching while also polymerising to provide sidewall protection, improving anisotropy +- Ar helps maintain stable plasma +- O2 enhances volatility of etch products + +Typical starting point: +- 20-50 sccm of CHF3 +- 5-10 sccm of Ar +- 2-5 sccm of O2 + + +ICP POWER: + +Higher ICP power (e.g., 500-1000W) increases plasma density and etch rate +BUT may also lead to more physical damage and less anisotropic profiles + + +RF POWER: + +Lower RF power (e.g., 10-50W) provides more anisotropic profiles + + +PRESSURE: + +Lower pressure (e.g., 5-20 mTorr) helps improve anisotropy + + +ETCH TIME: + +You need to adjust etch time depending on desired depth and etch rate. + +Remember that etch rate can vary across wafer and over time, so it's best to overestimate time and measure depth periodically. + + +END-POINT DETECTION: + +Many RIE systems have optical emission spectroscopy (OES) or interferometry for end-point detection. +These can stop etching process when desired depth is reached. + + +OPTIMIZATION CONSIDERATIONS: + +- Etch rate +- Selectivity to mask and underlying layers +- Etch profile (anisotropy) +- Uniformity +- Physical or chemical damage + + +SAFETY PROCEDURES: + +- Always follow safety procedures when working with plasma etching systems and handling gases +- Confirm with facility and equipment manager that your planned recipe is compatible and won't cause any damage or contamination diff --git a/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml b/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml new file mode 100644 index 000000000..4cf6cecfa --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml @@ -0,0 +1,17 @@ +plan: + task: |- + For etching PECVD SiO2 using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE), + recommend 2 good parameter sets and their relative advantages/disadvantages + + sub-htps: + - task: |- + Get typical gases used for such process and their flow rate ranges + in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) + + - task: |- + Get typical ICP Power, RF Power and Pressure value ranges and associated trade-offs + in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) + + - task: |- + Recommend 2 parameter sets (each including Flow Rate for each Gas, plus ICP Power, RF Power and Pressure) + with analysis of their relative pros and cons. diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 4b2ac7754..198c4f476 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -3,6 +3,36 @@ from fastapi.middleware.cors import CORSMiddleware from collections import defaultdict import openai +from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM + + +# pylint: disable=wrong-import-order +from data_and_knowledge import EXPERT_PROGRAM_SPACE, EXPERT_KNOWLEDGE +from semikong_lm import SemiKongLM + + +def get_or_create_agent( + use_semikong_lm: bool = True, max_depth=2, max_subtasks_per_decomp=4 +) -> Agent: + lm = (SemiKongLM if use_semikong_lm else OpenAILM).from_defaults() + + program_space = ProgramSpace(lm=lm) + if EXPERT_PROGRAM_SPACE: + for program_name, htp_dict in EXPERT_PROGRAM_SPACE.items(): + htp = HTP.from_dict(htp_dict) + program_space.add_or_update_program( + name=program_name, description=htp.task.ask, program=htp + ) + + return Agent( + program_space=program_space, + programmer=HTPlanner( + lm=lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp + ), + knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, + resources={}, + ) + app = FastAPI() @@ -14,18 +44,23 @@ allow_headers=["*"], ) -client = openai.OpenAI(api_key=os.environ['OPENAI_API_KEY']) +client = openai.OpenAI(api_key=os.environ["OPENAI_API_KEY"]) + def call_gpt(prompt): response = client.chat.completions.create( model="gpt-4o", messages=[ - {"role": "system", "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, - {"role": "user", "content": prompt} - ] + { + "role": "system", + "content": "You are an expert in parsing text into a specific format. Please help me with this task.", + }, + {"role": "user", "content": prompt}, + ], ) return response.choices[0].message.content + def parse_recipe_text(text): parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} lines = text.split("\n") @@ -44,14 +79,17 @@ def parse_recipe_text(text): parsed_data = {key: value.strip() for key, value in parsed_data.items()} return parsed_data + def solve_semiconductor_question(question): solutions = defaultdict(str) - solutions[question] = get_or_create_agent(use_semikong_lm=True).solve(problem=question) + solutions[question] = get_or_create_agent(use_semikong_lm=True).solve( + problem=question + ) solution = solutions[question] - solution = solution.replace('$', r'\$') - + solution = solution.replace("$", r"\$") + prompt = f"""{solution} \n\n Please help me parse the above text into this format:\n recipe_1: Show the recipe 1 here\n recipe_2: Show the recipe 2 here\n @@ -62,18 +100,20 @@ def solve_semiconductor_question(question): parsed_solution = parse_recipe_text(solution) return parsed_solution + @app.get("/") async def root(): return {"message": "Hello World"} + @app.get("/data") async def get_data(): return {"data": "data"} + @app.post("/data") -async def post_data(request: Request): - data = await request.json() - question = data.get('question') +async def post_data(data: dict): + question = data.get("question") if not question: return {"error": "No question provided"}, 400 @@ -81,6 +121,5 @@ async def post_data(request: Request): parsed_answer = solve_semiconductor_question(question) return parsed_answer except Exception as e: - logger.error(f"Error solving the question: {e}") + print(f"Error solving the question: {e}") return {"error": str(e)}, 500 - diff --git a/examples/semiconductor/semiconductor-ui/api/poetry.lock b/examples/semiconductor/semiconductor-ui/api/poetry.lock new file mode 100644 index 000000000..75028bc80 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/poetry.lock @@ 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a/examples/semiconductor/semiconductor-ui/api/semikong_lm.py b/examples/semiconductor/semiconductor-ui/api/semikong_lm.py new file mode 100644 index 000000000..4f29e0827 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/semikong_lm.py @@ -0,0 +1,30 @@ +from __future__ import annotations + +from argparse import ArgumentParser +from dataclasses import dataclass + +from openssa.core.util.lm.llama import LlamaLM + + +DEFAULT_MODEL = 'pentagoniac/SEMIKONG-70B' +DEFAULT_API_KEY = '...' +DEFAULT_API_BASE = 'http://semikong70b.aitomatic.com/v1' + + +@dataclass +class SemiKongLM(LlamaLM): + """SemiKong LM.""" + + @classmethod + def from_defaults(cls) -> SemiKongLM: + """Get default SemiKong LM instance.""" + # pylint: disable=unexpected-keyword-arg + return cls(model=DEFAULT_MODEL, api_key=DEFAULT_API_KEY, api_base=DEFAULT_API_BASE) + + +if __name__ == '__main__': + arg_parser = ArgumentParser() + arg_parser.add_argument('question') + args = arg_parser.parse_args() + + 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-
-
Question
-
-
- +
+
Specifications
+
+
+
+
+ This recipe is designed to achieve a higher SiO etch rate while + maintaining good selectivity over the PR mask and minimizing + polymer redeposition. +
+
    +
  • + Gases: +
      +
    • CF4: 50 sccm
      • +
    • CHF3: 20 sccm
      • +
    • Ar: 10 sccm
      • +
    +
    • +
  • ICP Power: 800 W
    • +
  • Bias Power: 100 W
    • +
  • Temperature: 20°C
    • +
-
- +
+
+
+ +
-
-
Specifications
-
-
-
-
- This recipe is designed to achieve a higher SiO etch rate while - maintaining good selectivity over the PR mask and minimizing - polymer redeposition. -
-
    -
  • - Gases: -
      -
    • CF4: 50 sccm
      • -
    • CHF3: 20 sccm
      • -
    • Ar: 10 sccm
      • -
    -
    • -
  • ICP Power: 800 W
    • -
  • Bias Power: 100 W
    • -
  • Temperature: 20°C
    • -
-
-
- -
+
+ ); +}; + +export const Plan = () => { + return ( +
+
Plans
+
+
+ + + + + + + + + + +
+ Main task: + + sit amet consectetur +
-
- +
+
+ + + + + + + + + + +
+ Subtask 1: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 2: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 3: + + sit amet consectetur + +
+
+
+ + + + + + + + + + +
+ Subtask 4: + + sit amet consectetur +
+
+ ); +}; +export const LeftPane = () => { + const [message, setMessage] = useState(""); + const { isLoading, sendMessage } = useData(); + + return ( +
-
Plans
+
Question
-
- - - - - - - - - - -
- Main task: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 1: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 2: - - sit amet consectetur - -
-
-
- - - - - - - - - - -
- Subtask 3: - - sit amet consectetur - -
+
+
-
- + -
- Subtask 4: - - sit amet consectetur - -
+ Solve +
+ +
); }; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx index fb338df9d..a24cb4601 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx @@ -4,6 +4,9 @@ export const RightPane = () => { className="flex flex-col flex-1 gap-8 p-8 border-l" style={{ borderColor: "#252525" }} > +
+ +
Solution
({ data: {}, + isLoading: false, getData: async () => { try { - const response = await axios.get("http://localhost:9000/data"); + const response = await axios.get(BACKEND_URL + "/data"); set({ data: response.data }); } catch (error) { console.error(error); } }, + sendMessage: async (message) => { + try { + set({ isLoading: true }); + const res = await axios.post(BACKEND_URL + "/data", { message }); + set({ data: res.data, isLoading: false }); + } catch (error) { + console.error(error); + } + }, })); From 8392ec174db075d73a3e4c6b9e73dc733f4e5681 Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Thu, 8 Aug 2024 02:01:20 +0700 Subject: [PATCH 017/103] feat: integrate api --- .../ui/src/views/LeftPane/Loading.jsx | 176 ++++++++++++++++++ .../ui/src/views/LeftPane/index.jsx | 89 ++++++++- .../semiconductor-ui/ui/src/views/main.jsx | 10 - .../semiconductor-ui/ui/src/views/store.js | 13 +- 4 files changed, 274 insertions(+), 14 deletions(-) create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/Loading.jsx diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/Loading.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/Loading.jsx new file mode 100644 index 000000000..8b63d3ad0 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/Loading.jsx @@ -0,0 +1,176 @@ +export const Loading = () => { + return ( + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ); +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx index 7235f0c25..6ba13f4c3 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx @@ -215,6 +215,85 @@ export const Plan = () => {
); }; + +export const Data1 = () => { + const { data } = useData(); + const { recipe_1 } = data; + if (!recipe_1) return <>; + return ( +
+
Recipe 1
+
+
+
+
+ {recipe_1} +
+
+
+
+
+ ); +}; + +export const Data2 = () => { + const { data } = useData(); + const { recipe_2 = "" } = data; + if (!recipe_2) return <>; + return ( +
+
Recipe 2
+
+
+
+
+ {recipe_2} +
+
+
+
+
+ ); +}; + +export const AgentAdvice = () => { + const { data } = useData(); + const { agent_advice = "" } = data; + if (!agent_advice) return <>; + return ( +
+
Agent Advice
+
+
+
+
+ {agent_advice} +
+
+
+
+
+ ); +}; + export const LeftPane = () => { const [message, setMessage] = useState(""); const { isLoading, sendMessage } = useData(); @@ -229,6 +308,7 @@ export const LeftPane = () => { >
+
+
+ +
+
+ Requirements & specifications
-
- +
+
+ +
+
+ +
{/* */} - {isLoading &&
Requesting data...
} - - - + {isLoading && ( +
Getting recepy advice ...
+ )} + {data.recipe_2 && ( +
+
+ Quality & Safety advise +
+
+
+ +
+
+ +
+
+
+ )}
); }; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx index 2afc9d1db..36b0e0e26 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx @@ -1,3 +1,6 @@ +import { useData } from "../store"; +import { MarkdownViewer } from "../components/MarkdownViewer"; + export const Solution = () => { return (
@@ -162,18 +165,52 @@ export const EtchImg = () => { ); }; +export const AgentAdvice = () => { + const { data } = useData(); + const { agent_advice = "" } = data; + if (!agent_advice) return <>; + const strings = agent_advice.split("\n"); + return ( +
+
+ Quality & Safety advise +
+
+
+
+
+ {strings.map((s, index) => ( +
+ {s} +
+ ))} +
+
+
+
+
+ ); +}; + export const RightPane = () => { return (
-
- +
+
{/* */} +
); }; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css b/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css new file mode 100644 index 000000000..1d160631f --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css @@ -0,0 +1,35 @@ +.content table { + @apply table border-collapse; +} + +.content th { + @apply border border-gray-200 px-3 py-2.5 text-left bg-gray-100; +} + +.content td { + @apply border border-gray-200 px-3 py-2.5 text-left; +} + +/* .content-small p { + @apply py-1; +} */ + +.content ul { + @apply pl-6; + list-style: disc; +} + +.content ol { + @apply pl-6; + list-style: decimal; +} + +.content-small { + font-size: 14px; +} + +.content pre { + @apply py-1 text-sm; + + white-space: pre-wrap !important; +} \ No newline at end of file diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/index.jsx new file mode 100644 index 000000000..6235378a5 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/index.jsx @@ -0,0 +1,15 @@ +/* eslint-disable react/prop-types */ +import ReactMarkdown from "react-markdown"; +import remarkGfm from "remark-gfm"; +import styles from "./MarkdownViewer.module.css"; + +export const MarkdownViewer = ({ children }) => { + return ( + + ); +}; diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx index 1a44f6584..6857ee16b 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx @@ -1,11 +1,11 @@ import { LeftPane } from "./LeftPane"; import { RightPane } from "./RightPane"; -import { Header } from "./Header"; +import { TitleHeader } from "./Header"; export const MainView = () => { return (
-
+
diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/store.js b/examples/semiconductor/semiconductor-ui/ui/src/views/store.js index 90ea0949a..5bab5372a 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/store.js +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/store.js @@ -4,16 +4,60 @@ import axios from "axios"; const BACKEND_URL = "http://localhost:9000"; export const SAMPLE_DATA = { - recipe_1: - "Gases & Flow Rates:\n CHF3: 40 sccm\n Ar: 10 sccm\n O2: 3 sccm\n ICP Power:\n 800 W\n RF Power: \n 30 W\n Pressure: \n 10 mTorr\n Etch Time: \n Approximately 10 minutes (adjust based on actual etch rate and periodic depth measurements)\n Pros: \n High Etch Rate: The higher ICP power and CHF3 flow rate will result in a faster etch rate, reducing overall process time.\n Good Anisotropy: The combination of CHF3 and O2 helps in achieving good anisotropic profiles, which is crucial for pattern fidelity.\n Cons:\n Potential for Physical Damage: Higher ICP power can lead to more physical damage to the PR mask and underlying layers.\n Less Control Over Uniformity: Faster etch rates can sometimes lead to less uniform etching across the wafer.", - recipe_2: - "Gases & Flow Rates:\n CHF3: 30 sccm\n Ar: 5 sccm\n O2: 2 sccm\n ICP Power:\n 600 W\n RF Power:\n 20 W\n Pressure:\n 15 mTorr\n Etch Time:\n Approximately 15 minutes (adjust based on actual etch rate and periodic depth measurements)\n Pros:\n High Anisotropy: Lower RF power and optimized gas flow rates help in achieving highly anisotropic etch profiles, which is beneficial for maintaining pattern dimensions.\n Reduced Physical Damage: Lower ICP power reduces the risk of physical damage to the PR mask and underlying layers.\n Cons:\n Slower Etch Rate: The etch rate will be slower compared to the high etch rate recipe, increasing the overall process time.\n Potential for Polymer Build-Up: Lower O2 flow rates might lead to polymer build-up, which could affect etch uniformity and profile.", - agent_advice: - "Etch Rate and Uniformity: Regularly measure the etch depth to ensure uniformity and to adjust the etch time as needed. The etch rate can vary across the wafer and over time.\n End-Point Detection: Utilize optical emission spectroscopy (OES) or interferometry if available on your system to accurately determine when the desired etch depth is reached.\n Safety Procedures: Always follow safety protocols when handling gases and operating the ICP-RIE system. Confirm with your facility and equipment manager that the chosen recipes are compatible with your system to avoid any damage or contamination.\n```", + recipe_1: `Gases & Flow Rates: + + CHF3: 40 sccm + Ar: 10 sccm + O2: 3 sccm + ICP Power: + 800 W + RF Power: + 30 W + Pressure: + 10 mTorr + Etch Time: + Approximately 10 minutes (adjust based on actual etch rate and periodic depth measurements) + Pros: + High Etch Rate: The higher ICP power and CHF3 flow rate will result in a faster etch rate, reducing overall process time. + Good Anisotropy: The combination of CHF3 and O2 helps in achieving good anisotropic profiles, which is crucial for pattern fidelity. + Cons: + Potential for Physical Damage: Higher ICP power can lead to more physical damage to the PR mask and underlying layers. + Less Control Over Uniformity: Faster etch rates can sometimes lead to less uniform etching across the wafer.`, + recipe_2: ` +Gases & Flow Rates: + CHF3: 30 sccm + + Ar: 5 sccm + O2: 2 sccm + ICP Power: + 600 W + RF Power: + 20 W + Pressure: + 15 mTorr + Etch Time: + Approximately 15 minutes (adjust based on actual etch rate and periodic depth measurements) + Pros: + High Anisotropy: Lower RF power and optimized gas flow rates help in achieving highly anisotropic etch profiles, which is beneficial for maintaining pattern dimensions. + Reduced Physical Damage: Lower ICP power reduces the risk of physical damage to the PR mask and underlying layers. + Cons: + Slower Etch Rate: The etch rate will be slower compared to the high etch rate recipe, increasing the overall process time. + Potential for Polymer Build-Up: Lower O2 flow rates might lead to polymer build-up, which could affect etch uniformity and profile.`, + agent_advice: `#### Etch Rate and Uniformity: + Regularly measure the etch depth to ensure uniformity and to adjust the etch time as needed. The etch rate can vary across the wafer and over time. + + + End-Point Detection: Utilize optical emission spectroscopy (OES) or interferometry if available on your system to accurately determine when the desired etch depth is reached. + Safety Procedures: Always follow safety protocols when handling gases and operating the ICP-RIE system. Confirm with your facility and equipment manager that the chosen recipes are compatible with your system to avoid any damage or contamination. + `, }; +export const sample_q = + "How to etch 2 um silicon dioxide (PR mask) using ICP RIE Plasmalab System 100? Any suggestions for recipe? I am trying to etch 2 μm of PECVD SiO2 using a ~4 μm PR mask to create a pattern of 20 * 60 μm. I am using the Oxford ICP-RIE Plasmalab System 100. Recommend me 2 recipes and their pros/cons."; + export const useData = create((set) => ({ data: {}, + // data: SAMPLE_DATA, isLoading: false, getData: async () => { try { From e4e731c6885811bc37c09ac2be7d53879a37a265 Mon Sep 17 00:00:00 2001 From: Aitomatic Date: Thu, 8 Aug 2024 11:28:35 -0700 Subject: [PATCH 021/103] fix typos --- .../semiconductor-ui/ui/src/views/LeftPane/index.jsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx index 0d3b91b6d..421b60633 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx @@ -347,7 +347,7 @@ export const LeftPane = () => { {/* */} {isLoading && ( -
Getting recepy advice ...
+
Getting recipe advice ...
)} {data.recipe_2 && (
From 92330eb90d49e1f0392c0f6d13363ecc77e88a03 Mon Sep 17 00:00:00 2001 From: Aitomatic Date: Thu, 8 Aug 2024 12:42:45 -0700 Subject: [PATCH 022/103] fix placeholder --- .../semiconductor-ui/ui/src/views/LeftPane/index.jsx | 6 +++--- .../semiconductor-ui/ui/src/views/RightPane/index.jsx | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx index 421b60633..d99be3803 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/LeftPane/index.jsx @@ -308,7 +308,7 @@ export const Images = () => { }; export const LeftPane = () => { - const [message, setMessage] = useState(""); + const [message, setMessage] = useState("I am trying to etch 2 μm of PECVD SiO2 using a ~4 μm PR mask to create a pattern of 20 * 60 μm. Recommend me 2 recipes."); const { isLoading, sendMessage, data } = useData(); return ( @@ -317,7 +317,7 @@ export const LeftPane = () => {
- Requirements & specifications + REQUIREMENTS & SPECIFICATIONS
{ {data.recipe_2 && (
- Quality & Safety advise + RECIPES
diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx index 36b0e0e26..a56c09f26 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/RightPane/index.jsx @@ -173,7 +173,7 @@ export const AgentAdvice = () => { return (
- Quality & Safety advise + QUALITY & SAFETY ADVICE
Date: Fri, 9 Aug 2024 17:42:07 -0700 Subject: [PATCH 023/103] update examples/semiconductor/streamlit-main --- examples/semiconductor/streamlit-main.py | 25 +++++++++++++----------- 1 file changed, 14 insertions(+), 11 deletions(-) diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index fd2367346..ab51d93be 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -1,15 +1,19 @@ from collections import defaultdict +import os from loguru import logger +import openai import streamlit as st +from openssa import OpenAILM + +# pylint: disable=wrong-import-order from agent import get_or_create_agent -import openai -import os client = openai.OpenAI(api_key=os.environ['OPENAI_API_KEY']) + def call_gpt(prompt): response = client.chat.completions.create( model="gpt-4o", @@ -20,6 +24,7 @@ def call_gpt(prompt): ) return response.choices[0].message.content + TITLE: str = 'OpenSSA: Semiconductor Industry-Specific Agent leveraging SemiKong LM' @@ -33,13 +38,11 @@ def call_gpt(prompt): DEFAULT_PROBLEM: str = ( - 'How to etch 2 um silicon dioxide (PR mask) using ICP RIE Plasmalab System 100? Any suggestions for recipe?' - '\n' 'I am trying to etch 2 μm of PECVD SiO2 using a ~4 μm PR mask to create a pattern of 20 * 60 μm. ' '\n' 'I am using the Oxford ICP-RIE Plasmalab System 100. ' '\n' - 'Recommend me 2 recipes and their pros/cons.' + 'Recommend me 2 recipes and their pros & cons.' ) @@ -64,7 +67,7 @@ def call_gpt(prompt): st.session_state.semikong_agent_solutions: defaultdict[str, str] = defaultdict(str) -st.subheader('SEMICONDUCTOR INDUSTRY AGENT') +st.subheader('SEMICONDUCTOR INDUSTRY-SPECIFIC AGENT') st.subheader('_using `SemiKong` LM_') if st.button(label='SOLVE', @@ -78,7 +81,8 @@ def call_gpt(prompt): st.session_state.semikong_agent_solutions[st.session_state.typed_problem]: str = \ get_or_create_agent(use_semikong_lm=True).solve(problem=st.session_state.typed_problem) -def parse_recipe_text(text): + +def parse_recipe_text(text: str) -> dict[str, str]: # Initialize an empty dictionary to store the parsed data parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} @@ -106,17 +110,16 @@ def parse_recipe_text(text): return parsed_data + if (solution := st.session_state.semikong_agent_solutions[st.session_state.typed_problem]): solution = solution.replace('$', r'\$') prompt = f"""{solution} \n\n Please help me parse the above text into this format:\n - recipe_1: Show the recipe 1 here\n + recipe_1: Show the recipe 1 here\n recipe_2: Show the recipe 2 here\n agent_advice: Show the agent's general considerations here\n DO NOT forget the key and DO NOT change the key format. """ solution = call_gpt(prompt) solution = parse_recipe_text(solution) - print(solution) - + st.markdown(body=solution) - From 16b9c3d1e0159ae4d7376524a2f130d4cdf633fa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Sat, 10 Aug 2024 16:34:59 -0700 Subject: [PATCH 024/103] refactor examples/semiconductor/streamlit-main app --- examples/semiconductor/streamlit-main.py | 29 ++++++++---------------- 1 file changed, 9 insertions(+), 20 deletions(-) diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index ab51d93be..69853d946 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -1,8 +1,6 @@ from collections import defaultdict -import os from loguru import logger -import openai import streamlit as st from openssa import OpenAILM @@ -11,20 +9,6 @@ from agent import get_or_create_agent -client = openai.OpenAI(api_key=os.environ['OPENAI_API_KEY']) - - -def call_gpt(prompt): - response = client.chat.completions.create( - model="gpt-4o", - messages=[ - {"role": "system", "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, - {"role": "user", "content": prompt} - ] - ) - return response.choices[0].message.content - - TITLE: str = 'OpenSSA: Semiconductor Industry-Specific Agent leveraging SemiKong LM' @@ -112,14 +96,19 @@ def parse_recipe_text(text: str) -> dict[str, str]: if (solution := st.session_state.semikong_agent_solutions[st.session_state.typed_problem]): - solution = solution.replace('$', r'\$') - prompt = f"""{solution} \n\n Please help me parse the above text into this format:\n + solution = OpenAILM.from_defaults().get_response( + prompt=f"""{solution} \n\n Please help me parse the above text into this format:\n recipe_1: Show the recipe 1 here\n recipe_2: Show the recipe 2 here\n agent_advice: Show the agent's general considerations here\n DO NOT forget the key and DO NOT change the key format. -""" - solution = call_gpt(prompt) +""", + history=[ + {"role": "system", + "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, + ] + ) + solution = parse_recipe_text(solution) st.markdown(body=solution) From 050f5b3c1ce2e3628461e9559a0f3f7e8d4d1534 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Sat, 10 Aug 2024 16:58:44 -0700 Subject: [PATCH 025/103] update examples/semiconductor/streamlit-main app --- examples/semiconductor/streamlit-main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index 69853d946..d9034eebb 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -109,6 +109,6 @@ def parse_recipe_text(text: str) -> dict[str, str]: ] ) - solution = parse_recipe_text(solution) + # solution = parse_recipe_text(solution) st.markdown(body=solution) From e90354ac37ccb0ecb1f67689aaf736694f3a5334 Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Mon, 12 Aug 2024 21:55:21 +0700 Subject: [PATCH 026/103] feat: log time --- examples/semiconductor/semiconductor-ui/api/main.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index c96f577b2..557df5feb 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -48,7 +48,6 @@ def get_or_create_agent( client = openai.OpenAI(api_key=os.environ["OPENAI_API_KEY"]) - def call_gpt(prompt): response = client.chat.completions.create( model="gpt-4o", @@ -62,7 +61,6 @@ def call_gpt(prompt): ) return response.choices[0].message.content - def parse_recipe_text(text): parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} lines = text.split("\n") @@ -81,14 +79,17 @@ def parse_recipe_text(text): parsed_data = {key: value.strip() for key, value in parsed_data.items()} return parsed_data - def solve_semiconductor_question(question): + start = time.time() solutions = defaultdict(str) solutions[question] = get_or_create_agent(use_semikong_lm=True).solve( problem=question ) + print(f"get_or_create_agent taken: {time.time() - start}") + start = time.time() + solution = solutions[question] solution = solution.replace("$", r"\$") @@ -98,8 +99,12 @@ def solve_semiconductor_question(question): agent_advice: Show the agent's general considerations here\n DO NOT forget the key and DO NOT change the key format. """ + solution = call_gpt(prompt) + print(f"call_gpt taken: {time.time() - start}") + start = time.time() parsed_solution = parse_recipe_text(solution) + print(f"parse_recipe_text taken: {time.time() - start}") return parsed_solution From 54831d8adc90953c938b857ca61f53800f11d37d Mon Sep 17 00:00:00 2001 From: William Nguyen Date: Mon, 12 Aug 2024 11:35:36 -0700 Subject: [PATCH 027/103] optimize executed time from 90 seconds to 45 seconds. --- .../api/expert-program-space.yml | 17 ++++++----------- 1 file changed, 6 insertions(+), 11 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml b/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml index 4cf6cecfa..9bfafc000 100644 --- a/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml +++ b/examples/semiconductor/semiconductor-ui/api/expert-program-space.yml @@ -1,17 +1,12 @@ plan: task: |- For etching PECVD SiO2 using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE), - recommend 2 good parameter sets and their relative advantages/disadvantages + recommend 2 good parameter sets and their relative advantages/disadvantages. + Also give me recommendation about quality and safety of the process. + Keep the answer concise. sub-htps: - task: |- - Get typical gases used for such process and their flow rate ranges - in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) - - - task: |- - Get typical ICP Power, RF Power and Pressure value ranges and associated trade-offs - in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion Etching (RIE) - - - task: |- - Recommend 2 parameter sets (each including Flow Rate for each Gas, plus ICP Power, RF Power and Pressure) - with analysis of their relative pros and cons. + Get typical gases used for such process and their flow rate ranges, ICP Power, RF Power and Pressure value + ranges and associated trade-offs in SiO2 etching using Inductively Coupled Plasma (ICP) Reactive Ion + Etching (RIE). Keep the answer as concise as possible. From aaf7b09bcca8dac452e1108da301b9ed96d8e988 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Thu, 10 Oct 2024 18:38:30 -0700 Subject: [PATCH 028/103] increase version to 0.24.10.10 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 969fdaba1..4de7a7233 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openssa" -version = "0.24.10.8" +version = "0.24.10.10" authors = [ "Aitomatic, Inc. ", From 2d8aadd6a370311989c34052724dfbfcdeb23149 Mon Sep 17 00:00:00 2001 From: An Phan Date: Mon, 21 Oct 2024 02:47:39 +0900 Subject: [PATCH 029/103] feat: add Llamarine example --- examples/llamarine/.env.template | 1 + examples/llamarine/Makefile | 2 + examples/llamarine/README.md | 7 ++ examples/llamarine/agent.py | 33 ++++++ examples/llamarine/data_and_knowledge.py | 35 ++++++ examples/llamarine/expert-knowledge.txt | 124 ++++++++++++++++++++ examples/llamarine/expert-program-space.yml | 13 ++ examples/llamarine/make.bat | 22 ++++ examples/llamarine/reference.yml | 7 ++ examples/llamarine/requirements.txt | 1 + examples/llamarine/streamlit-main.py | 109 +++++++++++++++++ 11 files changed, 354 insertions(+) create mode 100644 examples/llamarine/.env.template create mode 100644 examples/llamarine/Makefile create mode 100644 examples/llamarine/README.md create mode 100644 examples/llamarine/agent.py create mode 100644 examples/llamarine/data_and_knowledge.py create mode 100644 examples/llamarine/expert-knowledge.txt create mode 100644 examples/llamarine/expert-program-space.yml create mode 100644 examples/llamarine/make.bat create mode 100644 examples/llamarine/reference.yml create mode 100644 examples/llamarine/requirements.txt create mode 100644 examples/llamarine/streamlit-main.py diff --git a/examples/llamarine/.env.template b/examples/llamarine/.env.template new file mode 100644 index 000000000..e570b8b55 --- /dev/null +++ b/examples/llamarine/.env.template @@ -0,0 +1 @@ +OPENAI_API_KEY= diff --git a/examples/llamarine/Makefile b/examples/llamarine/Makefile new file mode 100644 index 000000000..04903eaed --- /dev/null +++ b/examples/llamarine/Makefile @@ -0,0 +1,2 @@ +streamlit-run: + @poetry run streamlit run streamlit-main.py --server.allowRunOnSave=true --server.runOnSave=true diff --git a/examples/llamarine/README.md b/examples/llamarine/README.md new file mode 100644 index 000000000..810a0b36a --- /dev/null +++ b/examples/llamarine/README.md @@ -0,0 +1,7 @@ + + +# Maritime-Specific Agents leveraging Open-Source `Llamarine` LM + +## Streamlit App + +Run by `make streamlit-run` diff --git a/examples/llamarine/agent.py b/examples/llamarine/agent.py new file mode 100644 index 000000000..a2e28bb2f --- /dev/null +++ b/examples/llamarine/agent.py @@ -0,0 +1,33 @@ +from __future__ import annotations + +from argparse import ArgumentParser +from functools import cache + +from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM + +# pylint: disable=wrong-import-order +from data_and_knowledge import EXPERT_PROGRAM_SPACE, EXPERT_KNOWLEDGE + + +@cache +def get_or_create_agent(max_depth=2, max_subtasks_per_decomp=4) -> Agent: + lm = OpenAILM.from_defaults() + + program_space = ProgramSpace(lm=lm) + if EXPERT_PROGRAM_SPACE: + for program_name, htp_dict in EXPERT_PROGRAM_SPACE.items(): + htp = HTP.from_dict(htp_dict) + program_space.add_or_update_program(name=program_name, description=htp.task.ask, program=htp) + + return Agent(program_space=program_space, + programmer=HTPlanner(lm=lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp), + knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, + resources={}) + + +if __name__ == '__main__': + arg_parser = ArgumentParser() + arg_parser.add_argument('problem') + args = arg_parser.parse_args() + + print(get_or_create_agent().solve(problem=args.problem)) diff --git a/examples/llamarine/data_and_knowledge.py b/examples/llamarine/data_and_knowledge.py new file mode 100644 index 000000000..a26106af5 --- /dev/null +++ b/examples/llamarine/data_and_knowledge.py @@ -0,0 +1,35 @@ +from __future__ import annotations + +from pathlib import Path +from typing import TYPE_CHECKING + +from dotenv import load_dotenv +import yaml + +if TYPE_CHECKING: + from openssa.core.programming.hierarchical.plan import HTPDict + + +load_dotenv() + + +EXPERT_KNOWLEDGE_FILE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' +with open(file=EXPERT_KNOWLEDGE_FILE_PATH, + buffering=-1, + encoding='utf-8', + errors='strict', + newline=None, + closefd=True, + opener=None) as f: + EXPERT_KNOWLEDGE: str = f.read() + + +EXPERT_PROGRAM_SPACE_FILE_PATH: Path = Path(__file__).parent / 'expert-program-space.yml' +with open(file=EXPERT_PROGRAM_SPACE_FILE_PATH, + buffering=-1, + encoding='utf-8', + errors='strict', + newline=None, + closefd=True, + opener=None) as f: + EXPERT_PROGRAM_SPACE: dict[str, HTPDict] = yaml.safe_load(stream=f) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt new file mode 100644 index 000000000..c1ae455de --- /dev/null +++ b/examples/llamarine/expert-knowledge.txt @@ -0,0 +1,124 @@ +Convention on the International Regulations for Preventing Collisions at Sea, 1972 (COLREGs) +================================================= + + +Adoption: 20 October 1972; Entry into force: 15 July 1977 +-------------------------------------------------------------------- + + +The 1972 Convention was designed to update and replace the Collision Regulations of 1960 which were adopted at the same time as the 1960 SOLAS Convention. + +One of the most important innovations in the 1972 COLREGs was the recognition given to traffic separation schemes - Rule 10 gives guidance in determining safe speed, the risk of collision and the conduct of vessels operating in or near traffic separation schemes. + +The first such traffic separation scheme was established in the Dover Strait in 1967. It was operated on a voluntary basis at first but in 1971 the IMO Assembly adopted a resolution stating that that observance of all traffic separation schemes be made mandatory - and the COLREGs make this obligation clear. + +Technical provisions +The COLREGs include 41 rules divided into six sections: Part A - General; Part B - Steering and Sailing; Part C - Lights and Shapes; Part D - Sound and Light signals; Part E - Exemptions; and Part F - Verification of compliance with the provisions of the Convention. There are also four Annexes containing technical requirements concerning lights and shapes and their positioning; sound signalling appliances; additional signals for fishing vessels when operating in close proximity, and international distress signals. + +Part A - General (Rules 1-3) +Rule 1 states that the rules apply to all vessels upon the high seas and all waters connected to the high seas and navigable by seagoing vessels. + +Rule 2 covers the responsibility of the master, owner and crew to comply with the rules. + +Rule 3 includes definitions. + +Part B- Steering and Sailing (Rules 4-19) +Section 1 - Conduct of vessels in any condition of visibility (Rules 4-10) + +Rule 4 says the section applies in any condition of visibility. + +Rule 5 requires that "every vessel shall at all times maintain a proper look-out by sight and hearing as well as by all available means appropriate in the prevailing circumstances and conditions so as to make a full appraisal of the situation and of the risk of collision. + +Rule 6 deals with safe speed. It requires that: "Every vessel shall at all times proceed at a safe speed...". The Rule describes the factors which should be taken into account in determining safe speed. Several of these refer specifically to vessels equipped with radar.The importance of using "all available means" is further stressed in +Rule 7 covering risk of collision, which warns that "assumptions shall not be made on the basis of scanty information, especially scanty radar information" + +Rule 8 covers action to be taken to avoid collision. + +In Rule 9 a vessel proceeding along the course of a narrow channel or fairway is obliged to keep "as near to the outer limit of the channel or fairway which lies on her starboard side as is safe and practicable." The same Rule obliges a vessel of less than 20 metres in length or a sailing vessel not to impede the passage of a vessel "which can safely navigate only within a narrow channel or fairway." + +The Rule also forbids ships to cross a narrow channel or fairway "if such crossing impedes the passage of a vessel which can safely navigate only within such channel or fairway." The meaning "not to impede" was classified by an amendment to Rule 8 in 1987. A new paragraph (f) was added, stressing that a vessel which was required not to impede the passage of another vessel should take early action to allow sufficient sea room for the safe passage of the other vessel. Such vessel was obliged to fulfil this obligation also when taking avoiding action in accordance with the steering and sailing rules when risk of collision exists. + +Rule 10 of the Collision Regulations deals with the behaviour of vessels in or near traffic separation schemes adopted by the Organization. By regulation 8 of Chapter V (Safety of Navigation) of SOLAS, IMO is recognized as being the only organization competent to deal with international measures concerning the routeing of ships. +The effectiveness of traffic separation schemes can be judged from a study made by the International Association of Institutes of Navigation (IAIN) in 1981. This showed that between 1956 and 1960 there were 60 collisions in the Strait of Dover; twenty years later, following the introduction of traffic separation schemes, this total was cut to only 16. + +In other areas where such schemes did not exist the number of collisions rose sharply. New traffic separation schemes are introduced regularly and existing ones are amended when necessary to respond to changed traffic conditions. To enable this to be done as quickly as possible the MSC has been authorized to adopt and amend traffic separation schemes on behalf of the Organization. + +Rule 10 states that ships crossing traffic lanes are required to do so "as nearly as practicable at right angles to the general direction of traffic flow." This reduces confusion to other ships as to the crossing vessel's intentions and course and at the same time enables that vessel to cross the lane as quickly as possible. + +Fishing vessels "shall not impede the passage of any vessel following a traffic lane" but are not banned from fishing. This is in line with Rule 9 which states that "a vessel engaged in fishing shall not impede the passage of any other vessel navigating within a narrow channel or fairway."In 1981 the regulations were amended. Two new paragraphs were added to Rule 10 to exempt vessels which are restricted in their ability to manoeuvre "when engaged in an operation for the safety of navigation in a traffic separation scheme" or when engaged in cable laying. + +In 1987 the regulations were again amended. It was stressed that Rule 10 applies to traffic separation schemes adopted by the Organization (IMO) and does not relieve any vessel of her obligation under any other rule. It was also to clarify that if a vessel is obliged to cross traffic lanes it should do so as nearly as practicable at right angles to the general direction of the traffic flow. In 1989 Regulation 10 was further amended to clarify the vessels which may use the "inshore traffic zone." + +Section II - Conduct of vessels in sight of one another (Rules 11-18) +Rule 11 says the section applies to vessels in sight of one another. + +Rule 12 states action to be taken when two sailing vessels are approaching one another. + +Rule 13covers overtaking - the overtaking vessel should keep out of the way of the vessel being overtaken. + +Rule 14 deals with head-on situations. Crossing situations are covered by Rule 15 and action to be taken by the give-way vessel is laid down in Rule 16. + +Rule 17 deals with the action of the stand-on vessel, including the provision that the stand-on vessel may "take action to avoid collision by her manoeuvre alone as soon as it becomes apparent to her that the vessel required to keep out of the way is not taking appropriate action. + +Rule 18 deals with responsibilities between vessels and includes requirements for vessels which shall keep out of the way of others. + +Section III - conduct of vessels in restricted visibility (Rule 19) +Rule 19 states every vessel should proceed at a safe speed adapted to prevailing circumstances and restricted visibility. A vessel detecting by radar another vessel should determine if there is risk of collision and if so take avoiding action. A vessel hearing fog signal of another vessel should reduce speed to a minimum. + +Part C Lights and Shapes (Rules 20-31) +Rule 20 states rules concerning lights apply from sunset to sunrise.Rule 21 gives definitions. + +Rule 22 covers visibility of lights - indicating that lights should be visible at minimum ranges (in nautical miles) determined according to the type of vessel. + +Rule 23 covers lights to be carried by power-driven vessels underway. + +Rule 24 covers lights for vessels towing and pushing. + +Rule 25 covers light requirements for sailing vessels underway and vessels under oars. + +Rule 26 covers light requirements for fishing vessels. + +Rule 27 covers light requirements for vessels not under command or restricted in their ability to manoeuvre. + +Rule 28 covers light requirements for vessels constrained by their draught. + +Rule 29 covers light requirements for pilot vessels. + +Rule 30 covers light requirements for vessels anchored and aground.Rule 31 covers light requirements for seaplanes + +Part D - Sound and Light Signals (Rules 32-37) +Rule 32 gives definitions of whistle, short blast, and prolonged blast. + +Rule 33 says vessels 12 metres or more in length should carry a whistle and a bell and vessels 100 metres or more in length should carry in addition a gong. + +Rule 34 covers manoeuvring and warning signals, using whistle or lights. + +Rule 35 covers sound signals to be used in restricted visibility. + +Rule 36 covers signals to be used to attract attention. + +Rule 37 covers distress signals. + +Part E - Exemptions (Rule 38) +Rule 38 says ships which comply with the 1960 Collision Regulations and were built or already under construction when the 1972 Collision Regulations entered into force may be exempted from some requirements for light and sound signals for specified periods. + +Part F - Verification of compliance with the provisions of the Convention +The Rules, adopted in 2013, bring in the requirements for compulsory audit of Parties to the Convention. + +Rule 39 provides definitions. + +Rule 40 says that Contracting Parties shall use the provisions of the Code for Implementation in the execution of their obligations and responsibilities contained in the present Convention. + +Rule 41 on Verification of compliance says that every Contracting Party is subject to periodic audits by IMO. + + +Annexes +The COLREGs include four annexes: + +Annex I - Positioning and technical details of lights and shapes + +Annex II - Additional signals for fishing vessels fishing in close proximity + +Annex III - Technical details of sounds signal appliances + +Annex IV - Distress signals, which lists the signals indicating distress and need of assistance. diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml new file mode 100644 index 000000000..627b21bc4 --- /dev/null +++ b/examples/llamarine/expert-program-space.yml @@ -0,0 +1,13 @@ +plan: + task: |- + Recommend the user what to do based on the identified situation interpretted from the user input. + + sub-htps: + - task: |- + Check if situation provided by the user comees from either SOG or STW. The source (SOG or STW), not what user says. determines what the situation is. If the source is specified, meaning the situation is identified, move head with the identified situation. If the source is not specified, move ahead to the next step with 2 possible situations. + + - task: |- + Find the appropriate rules from COLREGs for the possible situations. + + - task: |- + Give an answer based on the rules from COLREGs. diff --git a/examples/llamarine/make.bat b/examples/llamarine/make.bat new file mode 100644 index 000000000..ade0d5bca --- /dev/null +++ b/examples/llamarine/make.bat @@ -0,0 +1,22 @@ +@echo off + + +:: TARGETS +:: ======= +SET TARGET=%1 + +IF "%TARGET%"=="agent-solve" GOTO agent-solve + +IF "%TARGET%"=="streamlit-run" GOTO streamlit-run + + +:: STREAMLIT APP +:: ============= +:streamlit-run + poetry run streamlit run streamlit-main.py --server.allowRunOnSave=true --server.runOnSave=true + GOTO end + + +:: END +:: === +:end diff --git a/examples/llamarine/reference.yml b/examples/llamarine/reference.yml new file mode 100644 index 000000000..15f1f07d7 --- /dev/null +++ b/examples/llamarine/reference.yml @@ -0,0 +1,7 @@ +questions: + - What to do when you see a vessel on your starboard side? + - What to do when you see a vessel on your port side? + - What to do when you see a vessel straight ahead? + +docs: + - https://www.imo.org/en/About/Conventions/Pages/COLREG.aspx diff --git a/examples/llamarine/requirements.txt b/examples/llamarine/requirements.txt new file mode 100644 index 000000000..22ab07815 --- /dev/null +++ b/examples/llamarine/requirements.txt @@ -0,0 +1 @@ +OpenSSA[contrib] @ https://GitHub.com/Aitomatic/OpenSSA/archive/examples/semiconductor.zip diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py new file mode 100644 index 000000000..96c422129 --- /dev/null +++ b/examples/llamarine/streamlit-main.py @@ -0,0 +1,109 @@ +from collections import defaultdict + +from loguru import logger +import streamlit as st + +from openssa import OpenAILM + +# pylint: disable=wrong-import-order +from agent import get_or_create_agent + + +TITLE: str = 'OpenSSA: Maritime-Specific Agent' + + +st.set_page_config(page_title=TITLE, + page_icon=None, + layout='wide', + initial_sidebar_state='auto', + menu_items=None) + +st.title(body=TITLE, anchor=None, help=None) + + +DEFAULT_PROBLEM: str = ( + 'A ship on the port side coming to a crossing situation. What to do?' +) + + +st.write('__PROBLEM/QUESTION__:') + +if 'typed_problem' not in st.session_state: + st.session_state.typed_problem: str = DEFAULT_PROBLEM + +st.session_state.typed_problem: str = st.text_area(label='Problem/Question', + value=st.session_state.typed_problem, + height=3, + max_chars=None, + key=None, + help='Problem/Question', + on_change=None, args=None, kwargs=None, + placeholder='Problem/Question', + disabled=False, + label_visibility='collapsed') + + +if 'agent_solutions' not in st.session_state: + st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) + + +st.subheader('MARITIME-SPECIFIC AGENT') + +if st.button(label='SOLVE', + on_click=None, args=None, kwargs=None, + type='primary', + disabled=False, + use_container_width=False): + with st.spinner(text='_SOLVING..._'): + logger.level('DEBUG') + + st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ + get_or_create_agent().solve(problem=st.session_state.typed_problem) + + +def parse_recipe_text(text: str) -> dict[str, str]: + # Initialize an empty dictionary to store the parsed data + parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} + + # Split the text by lines + lines = text.split("\n") + + # Initialize a variable to keep track of the current section + current_section = None + + # Loop through each line + for line in lines: + # Check if the line indicates the start of a new section + if "recipe_1:" in line: + current_section = "recipe_1" + elif "recipe_2:" in line: + current_section = "recipe_2" + elif "agent_advice:" in line: + current_section = "agent_advice" + elif current_section: + # If we are in a section, append the line to the corresponding key in the dictionary + parsed_data[current_section] += line + "\n" + + # Remove any trailing newlines from the values + parsed_data = {key: value.strip() for key, value in parsed_data.items()} + + return parsed_data + + +if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): + solution = OpenAILM.from_defaults().get_response( + prompt=f"""{solution} \n\n Please help me parse the above text into this format:\n + recipe_1: Show the recipe 1 here\n + recipe_2: Show the recipe 2 here\n + agent_advice: Show the agent's general considerations here\n + DO NOT forget the key and DO NOT change the key format. +""", + history=[ + {"role": "system", + "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, + ] + ) + + # solution = parse_recipe_text(solution) + + st.markdown(body=solution) From ee776533d4afa8da24820826e43ed99c1d952d7c Mon Sep 17 00:00:00 2001 From: An Phan Date: Mon, 21 Oct 2024 07:13:02 +0900 Subject: [PATCH 030/103] feat: update program --- examples/llamarine/expert-program-space.yml | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index 627b21bc4..fdef9341c 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -4,10 +4,16 @@ plan: sub-htps: - task: |- - Check if situation provided by the user comees from either SOG or STW. The source (SOG or STW), not what user says. determines what the situation is. If the source is specified, meaning the situation is identified, move head with the identified situation. If the source is not specified, move ahead to the next step with 2 possible situations. + Identify the input source from the user input: SOG (Speed Over Ground) and STW (Speed Through Water). If the input source is not specified, then accept both possible input sources (SOG vs STW). - - task: |- - Find the appropriate rules from COLREGs for the possible situations. + - task: |- + Determine whether the situation is correct or not based on the input source. If the input source is STW, the situation provided by the user is correct. If the input source is SOG, the situation provided by the user may be incorrect. If the input source is not specified, the situation provided by the user may be incorrect. - task: |- - Give an answer based on the rules from COLREGs. + Determine the possible situations based on whether the situation provided by the user is correct or not. If the situation provided by the user is correct, the only possible situation is exactly the situation provided by the user. If the situation provided by the user is incorrect, the possible situations are both Head-on and the situation provided by the user. + + - task: |- + Find the most appropriate rule for each possible situation. For example: if the situation is Crossing, then apply the rule 15; if the situation is Head-on, then apply the rule 14. + + - task: |- + Recommend the user what to do from the found rules. From ab642017154c8243958550068446841c3db03239 Mon Sep 17 00:00:00 2001 From: An Phan Date: Mon, 21 Oct 2024 07:13:22 +0900 Subject: [PATCH 031/103] clean: remove output formatting --- examples/llamarine/streamlit-main.py | 40 ++-------------------------- 1 file changed, 2 insertions(+), 38 deletions(-) diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index 96c422129..647351456 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -22,7 +22,7 @@ DEFAULT_PROBLEM: str = ( - 'A ship on the port side coming to a crossing situation. What to do?' + 'A vessel on the port side coming to a crossing situation. What to do?' ) @@ -61,49 +61,13 @@ get_or_create_agent().solve(problem=st.session_state.typed_problem) -def parse_recipe_text(text: str) -> dict[str, str]: - # Initialize an empty dictionary to store the parsed data - parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} - - # Split the text by lines - lines = text.split("\n") - - # Initialize a variable to keep track of the current section - current_section = None - - # Loop through each line - for line in lines: - # Check if the line indicates the start of a new section - if "recipe_1:" in line: - current_section = "recipe_1" - elif "recipe_2:" in line: - current_section = "recipe_2" - elif "agent_advice:" in line: - current_section = "agent_advice" - elif current_section: - # If we are in a section, append the line to the corresponding key in the dictionary - parsed_data[current_section] += line + "\n" - - # Remove any trailing newlines from the values - parsed_data = {key: value.strip() for key, value in parsed_data.items()} - - return parsed_data - - if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): solution = OpenAILM.from_defaults().get_response( - prompt=f"""{solution} \n\n Please help me parse the above text into this format:\n - recipe_1: Show the recipe 1 here\n - recipe_2: Show the recipe 2 here\n - agent_advice: Show the agent's general considerations here\n - DO NOT forget the key and DO NOT change the key format. -""", + prompt=f"""{solution} \n\n Please write down step by step instructions for the above problem. \n""", history=[ {"role": "system", "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, ] ) - # solution = parse_recipe_text(solution) - st.markdown(body=solution) From 59437900b0cbb15e6215dac716e9d88dd40c1326 Mon Sep 17 00:00:00 2001 From: An Phan Date: Mon, 21 Oct 2024 07:59:24 +0900 Subject: [PATCH 032/103] fix: update program to find the most appropirate rule for each possible situation --- examples/llamarine/expert-program-space.yml | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index fdef9341c..ac7e8f0b3 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -10,10 +10,7 @@ plan: Determine whether the situation is correct or not based on the input source. If the input source is STW, the situation provided by the user is correct. If the input source is SOG, the situation provided by the user may be incorrect. If the input source is not specified, the situation provided by the user may be incorrect. - task: |- - Determine the possible situations based on whether the situation provided by the user is correct or not. If the situation provided by the user is correct, the only possible situation is exactly the situation provided by the user. If the situation provided by the user is incorrect, the possible situations are both Head-on and the situation provided by the user. + Determine the possible situations based on whether the situation provided by the user is correct or not. If the situation provided by the user is correct, the only possible situation is exactly the situation provided by the user. If the situation provided by the user is incorrect, the possible situations are both Head-on situation and the situation provided by the user. Maximum of 2 possible situations are allowed. - task: |- - Find the most appropriate rule for each possible situation. For example: if the situation is Crossing, then apply the rule 15; if the situation is Head-on, then apply the rule 14. - - - task: |- - Recommend the user what to do from the found rules. + Find the most appropriate rule for each possible situation. For example: if a possible situation is Crossing, then apply the rule 15; if a possible situation is Head-on, then apply the rule 14. Maximum of 2 possible situations are allowed. From a5b2dbfdc123bd5cdb366227a9abaf131796eb57 Mon Sep 17 00:00:00 2001 From: An Phan Date: Mon, 21 Oct 2024 08:26:44 +0900 Subject: [PATCH 033/103] feat: format output --- examples/llamarine/streamlit-main.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index 647351456..7571335fd 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -22,7 +22,7 @@ DEFAULT_PROBLEM: str = ( - 'A vessel on the port side coming to a crossing situation. What to do?' + 'A vessel on my port side coming to a crossing situation. What to do?' ) @@ -63,11 +63,15 @@ if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): solution = OpenAILM.from_defaults().get_response( - prompt=f"""{solution} \n\n Please write down step by step instructions for the above problem. \n""", + prompt=f"""{solution} \n\n + Please rewrite the answer into the following format: + \n\n1. Situation: [situation name] + \n\n2. Rule: [rule number] [rule description] + \n\n3. Action: [write down the action to take] + """, history=[ {"role": "system", "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, ] ) - st.markdown(body=solution) From 42417bf8cf220015c237539fab001af62f30b214 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sun, 20 Oct 2024 17:31:34 -0700 Subject: [PATCH 034/103] add rejection --- openssa/core/programming/hierarchical/plan.py | 23 +++++++++++++++---- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/openssa/core/programming/hierarchical/plan.py b/openssa/core/programming/hierarchical/plan.py index 66c8ed871..cfc7bcd9d 100644 --- a/openssa/core/programming/hierarchical/plan.py +++ b/openssa/core/programming/hierarchical/plan.py @@ -154,11 +154,24 @@ def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[A for sub_htp in tqdm(decomposed_htp.sub_htps): sub_results.append((sub_htp.task.ask, sub_htp.execute(knowledge=knowledge, other_results=sub_results))) - inputs: str = ('REASONING WITHOUT SUPPORTING/OTHER RESULTS ' - '(preliminary conclusions here can be overriden by more convincing supporting/other data):\n' - f'{reasoning_wo_sub_results}\n' - '\n\n' + - '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + # inputs: str = ('REASONING WITHOUT SUPPORTING/OTHER RESULTS ' + # '(preliminary conclusions here can be overriden by more convincing supporting/other data):\n' + # f'{reasoning_wo_sub_results}\n' + # '\n\n' + + # '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + # '\n' + # f'SUPPORTING RESULT #{i + 1}:\n{result}\n') + # for i, (ask, result) in enumerate(sub_results)) + + # (('\n\n' + + # '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' + # '\n' + # f'OTHER RESULT #{i + 1}:\n{result}\n') + # for i, (ask, result) in enumerate(other_results))) + # if other_results + # else '')) + + inputs: str = ("If supporting information request for clarification or more information, just request more information without doing any other thing. " + + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' '\n' f'SUPPORTING RESULT #{i + 1}:\n{result}\n') for i, (ask, result) in enumerate(sub_results)) + From 2bb36a8ed09014b9bd185ec3cf59a6a4b8a6e736 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sun, 20 Oct 2024 17:49:08 -0700 Subject: [PATCH 035/103] using SOG --- examples/llamarine/expert-program-space.yml | 22 +++++++++++++-------- examples/llamarine/streamlit-main.py | 14 +------------ 2 files changed, 15 insertions(+), 21 deletions(-) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index ac7e8f0b3..482d4478f 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -1,16 +1,22 @@ plan: task: |- - Recommend the user what to do based on the identified situation interpretted from the user input. + Recommend the user ask about A vessel on my port side coming to a crossing situation in my radar sub-htps: - task: |- - Identify the input source from the user input: SOG (Speed Over Ground) and STW (Speed Through Water). If the input source is not specified, then accept both possible input sources (SOG vs STW). - - - task: |- - Determine whether the situation is correct or not based on the input source. If the input source is STW, the situation provided by the user is correct. If the input source is SOG, the situation provided by the user may be incorrect. If the input source is not specified, the situation provided by the user may be incorrect. + Reject to answer due to lack of information or ambiguity in the user input. Request to know if SOG or STW is being used. +plan: + task: |- + Recommend the user what to do based on the identified situation on radar. Only apply this if specifying SOG is being used. + + sub-htps: - task: |- - Determine the possible situations based on whether the situation provided by the user is correct or not. If the situation provided by the user is correct, the only possible situation is exactly the situation provided by the user. If the situation provided by the user is incorrect, the possible situations are both Head-on situation and the situation provided by the user. Maximum of 2 possible situations are allowed. - + Please visually check the windows, not entirely relying on the radar. It's possible that this is a head on situation. + - task: |- + If you sure this is a crossing situation, apply Rule 15 of the COLREGs. Show detail. - task: |- - Find the most appropriate rule for each possible situation. For example: if a possible situation is Crossing, then apply the rule 15; if a possible situation is Head-on, then apply the rule 14. Maximum of 2 possible situations are allowed. + If you sure this is a head on situation, apply Rule 14 of the COLREGs. Show detail. + - task: |- + SHow the answer in 2 recipes of the above 2 situations. + diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index 7571335fd..0558fcf10 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -22,7 +22,7 @@ DEFAULT_PROBLEM: str = ( - 'A vessel on my port side coming to a crossing situation. What to do?' + 'A vessel on my port side coming to a crossing situation in my radar. SOG is being used. What to do?' ) @@ -62,16 +62,4 @@ if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): - solution = OpenAILM.from_defaults().get_response( - prompt=f"""{solution} \n\n - Please rewrite the answer into the following format: - \n\n1. Situation: [situation name] - \n\n2. Rule: [rule number] [rule description] - \n\n3. Action: [write down the action to take] - """, - history=[ - {"role": "system", - "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, - ] - ) st.markdown(body=solution) From b6b77c77db2681ea8978e5e1d2bb3981e429f736 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sun, 20 Oct 2024 18:17:39 -0700 Subject: [PATCH 036/103] make answer detail --- examples/llamarine/expert-program-space.yml | 4 +--- examples/llamarine/streamlit-main.py | 2 +- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index 482d4478f..86fa5b3f8 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -9,6 +9,7 @@ plan: plan: task: |- Recommend the user what to do based on the identified situation on radar. Only apply this if specifying SOG is being used. + Show the answer in 2 recipes of the above 2 situations in detail. sub-htps: - task: |- @@ -17,6 +18,3 @@ plan: If you sure this is a crossing situation, apply Rule 15 of the COLREGs. Show detail. - task: |- If you sure this is a head on situation, apply Rule 14 of the COLREGs. Show detail. - - task: |- - SHow the answer in 2 recipes of the above 2 situations. - diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index 0558fcf10..b3d4f9a33 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -29,7 +29,7 @@ st.write('__PROBLEM/QUESTION__:') if 'typed_problem' not in st.session_state: - st.session_state.typed_problem: str = DEFAULT_PROBLEM + st.session_state.typed_problem: str = DEFAULT_PROBLEM + "Show the answer in detail." st.session_state.typed_problem: str = st.text_area(label='Problem/Question', value=st.session_state.typed_problem, From 889a0c382a73592d077b6721714cf54f1768fceb Mon Sep 17 00:00:00 2001 From: nguyennm Date: Mon, 21 Oct 2024 10:09:23 -0700 Subject: [PATCH 037/103] update knowledge --- examples/llamarine/expert-knowledge.txt | 127 +------------------- examples/llamarine/expert-program-space.yml | 8 +- 2 files changed, 9 insertions(+), 126 deletions(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index c1ae455de..0f54a0910 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -1,124 +1,5 @@ -Convention on the International Regulations for Preventing Collisions at Sea, 1972 (COLREGs) -================================================= +SOG based on the Earth as the reference, might lead to misleading on radar such as display head on situation on the water +as crossing situation. +STW based on water might avoid this ambiguty. - -Adoption: 20 October 1972; Entry into force: 15 July 1977 --------------------------------------------------------------------- - - -The 1972 Convention was designed to update and replace the Collision Regulations of 1960 which were adopted at the same time as the 1960 SOLAS Convention. - -One of the most important innovations in the 1972 COLREGs was the recognition given to traffic separation schemes - Rule 10 gives guidance in determining safe speed, the risk of collision and the conduct of vessels operating in or near traffic separation schemes. - -The first such traffic separation scheme was established in the Dover Strait in 1967. It was operated on a voluntary basis at first but in 1971 the IMO Assembly adopted a resolution stating that that observance of all traffic separation schemes be made mandatory - and the COLREGs make this obligation clear. - -Technical provisions -The COLREGs include 41 rules divided into six sections: Part A - General; Part B - Steering and Sailing; Part C - Lights and Shapes; Part D - Sound and Light signals; Part E - Exemptions; and Part F - Verification of compliance with the provisions of the Convention. There are also four Annexes containing technical requirements concerning lights and shapes and their positioning; sound signalling appliances; additional signals for fishing vessels when operating in close proximity, and international distress signals. - -Part A - General (Rules 1-3) -Rule 1 states that the rules apply to all vessels upon the high seas and all waters connected to the high seas and navigable by seagoing vessels. - -Rule 2 covers the responsibility of the master, owner and crew to comply with the rules. - -Rule 3 includes definitions. - -Part B- Steering and Sailing (Rules 4-19) -Section 1 - Conduct of vessels in any condition of visibility (Rules 4-10) - -Rule 4 says the section applies in any condition of visibility. - -Rule 5 requires that "every vessel shall at all times maintain a proper look-out by sight and hearing as well as by all available means appropriate in the prevailing circumstances and conditions so as to make a full appraisal of the situation and of the risk of collision. - -Rule 6 deals with safe speed. It requires that: "Every vessel shall at all times proceed at a safe speed...". The Rule describes the factors which should be taken into account in determining safe speed. Several of these refer specifically to vessels equipped with radar.The importance of using "all available means" is further stressed in -Rule 7 covering risk of collision, which warns that "assumptions shall not be made on the basis of scanty information, especially scanty radar information" - -Rule 8 covers action to be taken to avoid collision. - -In Rule 9 a vessel proceeding along the course of a narrow channel or fairway is obliged to keep "as near to the outer limit of the channel or fairway which lies on her starboard side as is safe and practicable." The same Rule obliges a vessel of less than 20 metres in length or a sailing vessel not to impede the passage of a vessel "which can safely navigate only within a narrow channel or fairway." - -The Rule also forbids ships to cross a narrow channel or fairway "if such crossing impedes the passage of a vessel which can safely navigate only within such channel or fairway." The meaning "not to impede" was classified by an amendment to Rule 8 in 1987. A new paragraph (f) was added, stressing that a vessel which was required not to impede the passage of another vessel should take early action to allow sufficient sea room for the safe passage of the other vessel. Such vessel was obliged to fulfil this obligation also when taking avoiding action in accordance with the steering and sailing rules when risk of collision exists. - -Rule 10 of the Collision Regulations deals with the behaviour of vessels in or near traffic separation schemes adopted by the Organization. By regulation 8 of Chapter V (Safety of Navigation) of SOLAS, IMO is recognized as being the only organization competent to deal with international measures concerning the routeing of ships. -The effectiveness of traffic separation schemes can be judged from a study made by the International Association of Institutes of Navigation (IAIN) in 1981. This showed that between 1956 and 1960 there were 60 collisions in the Strait of Dover; twenty years later, following the introduction of traffic separation schemes, this total was cut to only 16. - -In other areas where such schemes did not exist the number of collisions rose sharply. New traffic separation schemes are introduced regularly and existing ones are amended when necessary to respond to changed traffic conditions. To enable this to be done as quickly as possible the MSC has been authorized to adopt and amend traffic separation schemes on behalf of the Organization. - -Rule 10 states that ships crossing traffic lanes are required to do so "as nearly as practicable at right angles to the general direction of traffic flow." This reduces confusion to other ships as to the crossing vessel's intentions and course and at the same time enables that vessel to cross the lane as quickly as possible. - -Fishing vessels "shall not impede the passage of any vessel following a traffic lane" but are not banned from fishing. This is in line with Rule 9 which states that "a vessel engaged in fishing shall not impede the passage of any other vessel navigating within a narrow channel or fairway."In 1981 the regulations were amended. Two new paragraphs were added to Rule 10 to exempt vessels which are restricted in their ability to manoeuvre "when engaged in an operation for the safety of navigation in a traffic separation scheme" or when engaged in cable laying. - -In 1987 the regulations were again amended. It was stressed that Rule 10 applies to traffic separation schemes adopted by the Organization (IMO) and does not relieve any vessel of her obligation under any other rule. It was also to clarify that if a vessel is obliged to cross traffic lanes it should do so as nearly as practicable at right angles to the general direction of the traffic flow. In 1989 Regulation 10 was further amended to clarify the vessels which may use the "inshore traffic zone." - -Section II - Conduct of vessels in sight of one another (Rules 11-18) -Rule 11 says the section applies to vessels in sight of one another. - -Rule 12 states action to be taken when two sailing vessels are approaching one another. - -Rule 13covers overtaking - the overtaking vessel should keep out of the way of the vessel being overtaken. - -Rule 14 deals with head-on situations. Crossing situations are covered by Rule 15 and action to be taken by the give-way vessel is laid down in Rule 16. - -Rule 17 deals with the action of the stand-on vessel, including the provision that the stand-on vessel may "take action to avoid collision by her manoeuvre alone as soon as it becomes apparent to her that the vessel required to keep out of the way is not taking appropriate action. - -Rule 18 deals with responsibilities between vessels and includes requirements for vessels which shall keep out of the way of others. - -Section III - conduct of vessels in restricted visibility (Rule 19) -Rule 19 states every vessel should proceed at a safe speed adapted to prevailing circumstances and restricted visibility. A vessel detecting by radar another vessel should determine if there is risk of collision and if so take avoiding action. A vessel hearing fog signal of another vessel should reduce speed to a minimum. - -Part C Lights and Shapes (Rules 20-31) -Rule 20 states rules concerning lights apply from sunset to sunrise.Rule 21 gives definitions. - -Rule 22 covers visibility of lights - indicating that lights should be visible at minimum ranges (in nautical miles) determined according to the type of vessel. - -Rule 23 covers lights to be carried by power-driven vessels underway. - -Rule 24 covers lights for vessels towing and pushing. - -Rule 25 covers light requirements for sailing vessels underway and vessels under oars. - -Rule 26 covers light requirements for fishing vessels. - -Rule 27 covers light requirements for vessels not under command or restricted in their ability to manoeuvre. - -Rule 28 covers light requirements for vessels constrained by their draught. - -Rule 29 covers light requirements for pilot vessels. - -Rule 30 covers light requirements for vessels anchored and aground.Rule 31 covers light requirements for seaplanes - -Part D - Sound and Light Signals (Rules 32-37) -Rule 32 gives definitions of whistle, short blast, and prolonged blast. - -Rule 33 says vessels 12 metres or more in length should carry a whistle and a bell and vessels 100 metres or more in length should carry in addition a gong. - -Rule 34 covers manoeuvring and warning signals, using whistle or lights. - -Rule 35 covers sound signals to be used in restricted visibility. - -Rule 36 covers signals to be used to attract attention. - -Rule 37 covers distress signals. - -Part E - Exemptions (Rule 38) -Rule 38 says ships which comply with the 1960 Collision Regulations and were built or already under construction when the 1972 Collision Regulations entered into force may be exempted from some requirements for light and sound signals for specified periods. - -Part F - Verification of compliance with the provisions of the Convention -The Rules, adopted in 2013, bring in the requirements for compulsory audit of Parties to the Convention. - -Rule 39 provides definitions. - -Rule 40 says that Contracting Parties shall use the provisions of the Code for Implementation in the execution of their obligations and responsibilities contained in the present Convention. - -Rule 41 on Verification of compliance says that every Contracting Party is subject to periodic audits by IMO. - - -Annexes -The COLREGs include four annexes: - -Annex I - Positioning and technical details of lights and shapes - -Annex II - Additional signals for fishing vessels fishing in close proximity - -Annex III - Technical details of sounds signal appliances - -Annex IV - Distress signals, which lists the signals indicating distress and need of assistance. +Be careful with the risk misleading on radar such as display head on situation on the water as crossing situation. \ No newline at end of file diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index 86fa5b3f8..d0d99b64a 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -1,6 +1,6 @@ plan: task: |- - Recommend the user ask about A vessel on my port side coming to a crossing situation in my radar + Recommend the user ask about a vessel on boat side coming to a crossing situation in radar without specifying SOG or STW are being used. sub-htps: - task: |- @@ -15,6 +15,8 @@ plan: - task: |- Please visually check the windows, not entirely relying on the radar. It's possible that this is a head on situation. - task: |- - If you sure this is a crossing situation, apply Rule 15 of the COLREGs. Show detail. + If you sure this is a crossing situation, first tell me the rule 15 of the COLREGs, then let me know the how to apply it in this situation. - task: |- - If you sure this is a head on situation, apply Rule 14 of the COLREGs. Show detail. + If you sure this is a head on situation, first tell me the rule 14 of the COLREGs, then let me know the how to apply it in this situation. + - task: |- + Compose to the final answer contains all above outputs. \ No newline at end of file From ddf92c3f8ff0603b85de2dfeaefabfda55810072 Mon Sep 17 00:00:00 2001 From: nguyennm Date: Mon, 21 Oct 2024 11:14:56 -0700 Subject: [PATCH 038/103] add knowledge of COLREGS --- examples/llamarine/expert-knowledge.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index 0f54a0910..660a782b2 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -2,4 +2,5 @@ SOG based on the Earth as the reference, might lead to misleading on radar such as crossing situation. STW based on water might avoid this ambiguty. -Be careful with the risk misleading on radar such as display head on situation on the water as crossing situation. \ No newline at end of file +Be careful with the risk misleading on radar such as display head on situation on the water as crossing situation. +COLREGS was designed to all vessel, even without radar. \ No newline at end of file From bfa91dec5159243721af5887e399ee0ef8f6e771 Mon Sep 17 00:00:00 2001 From: An Phan Date: Mon, 21 Oct 2024 11:40:07 -0700 Subject: [PATCH 039/103] clean: remove unused OpenAILM in agent --- examples/llamarine/streamlit-main.py | 11 +---------- 1 file changed, 1 insertion(+), 10 deletions(-) diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index b3d4f9a33..3153b446d 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -1,17 +1,13 @@ from collections import defaultdict -from loguru import logger import streamlit as st - -from openssa import OpenAILM +from loguru import logger # pylint: disable=wrong-import-order from agent import get_or_create_agent - TITLE: str = 'OpenSSA: Maritime-Specific Agent' - st.set_page_config(page_title=TITLE, page_icon=None, layout='wide', @@ -20,12 +16,10 @@ st.title(body=TITLE, anchor=None, help=None) - DEFAULT_PROBLEM: str = ( 'A vessel on my port side coming to a crossing situation in my radar. SOG is being used. What to do?' ) - st.write('__PROBLEM/QUESTION__:') if 'typed_problem' not in st.session_state: @@ -42,11 +36,9 @@ disabled=False, label_visibility='collapsed') - if 'agent_solutions' not in st.session_state: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) - st.subheader('MARITIME-SPECIFIC AGENT') if st.button(label='SOLVE', @@ -60,6 +52,5 @@ st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ get_or_create_agent().solve(problem=st.session_state.typed_problem) - if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): st.markdown(body=solution) From 482a0384e6a1fab5cbbb7cf7e37ad7d2cebc19a4 Mon Sep 17 00:00:00 2001 From: nguyennm Date: Mon, 21 Oct 2024 12:22:20 -0700 Subject: [PATCH 040/103] update refusal answer with insufficient input --- examples/llamarine/expert-program-space.yml | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index d0d99b64a..1adcb7d53 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -1,22 +1,22 @@ -plan: +plan_without_speed_reference: task: |- - Recommend the user ask about a vessel on boat side coming to a crossing situation in radar without specifying SOG or STW are being used. - + Recommend the user ask about a vessel on boat side coming to a crossing situation in radar without specifying SOG or STW are being used. sub-htps: - task: |- Reject to answer due to lack of information or ambiguity in the user input. Request to know if SOG or STW is being used. -plan: + +plan_with_speed_reference_sog: task: |- Recommend the user what to do based on the identified situation on radar. Only apply this if specifying SOG is being used. - Show the answer in 2 recipes of the above 2 situations in detail. - sub-htps: - task: |- Please visually check the windows, not entirely relying on the radar. It's possible that this is a head on situation. - task: |- - If you sure this is a crossing situation, first tell me the rule 15 of the COLREGs, then let me know the how to apply it in this situation. + If you sure this is a crossing situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the crossing situation. - task: |- - If you sure this is a head on situation, first tell me the rule 14 of the COLREGs, then let me know the how to apply it in this situation. + If you sure this is a head on situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the head on situation. - task: |- - Compose to the final answer contains all above outputs. \ No newline at end of file + Compose to the final answer contains all above outputs. + + From 13da6e0a54c0f33e6a554f2fe130b9982e0b0bc8 Mon Sep 17 00:00:00 2001 From: nguyennm Date: Mon, 21 Oct 2024 12:22:55 -0700 Subject: [PATCH 041/103] add stw --- examples/llamarine/expert-program-space.yml | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index 1adcb7d53..7b064cf8a 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -20,3 +20,9 @@ plan_with_speed_reference_sog: Compose to the final answer contains all above outputs. +plan_with_speed_reference_stw: + task: |- + Recommend the user what to do based on the identified situation on radar. Only apply this if specifying STW is being used. + sub-htps: + - task: |- + First tell me all the related rules in COLREGs, then interpret situation from input and let me know the how to apply them in this situation. \ No newline at end of file From e27c2b38616a688335b9b0ea411eccc8e2a123f3 Mon Sep 17 00:00:00 2001 From: Your Name Date: Mon, 21 Oct 2024 19:59:43 -0700 Subject: [PATCH 042/103] update expert knowledge --- examples/llamarine/expert-knowledge.txt | 155 +++++++++++++++++++++++- 1 file changed, 154 insertions(+), 1 deletion(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index 660a782b2..136f97868 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -3,4 +3,157 @@ as crossing situation. STW based on water might avoid this ambiguty. Be careful with the risk misleading on radar such as display head on situation on the water as crossing situation. -COLREGS was designed to all vessel, even without radar. \ No newline at end of file +COLREGS was designed to all vessel, even without radar. + +# **Comprehensive and Technical Rule of Thumb for OOW Decision-Making with Focus on COLREGs** + +--- + +## **1. General Watchkeeping Rules** +1. **“If you’re not looking, you’re not navigating.”** + - Constantly scan the horizon and monitor instruments; **complacency kills safety**. + - Set a **visual sweep cycle every 5-10 minutes**, especially in busy waters. + +2. **"Trust your eyes, confirm with instruments."** + - Visual observations are primary—radar and AIS are support tools. **Don’t rely on AIS alone for collision avoidance.** + +3. **“If unsure, act early and decisively.”** + - Uncertainty should trigger **immediate action**—reduce speed or change course to avoid developing a risky situation. + +--- + +## **2. Mastering COLREGs Application** +1. **“When in doubt, give way—always.”** + - If you cannot assess risk or priority clearly, **assume the give-way role** to stay safe. + +2. **“Clear and early course alterations save lives.”** + - Make **large, unambiguous changes** in course or speed—others must know your intentions clearly. + +3. **"Stand-on means stay alert.”** + - Even as the stand-on vessel, **be ready to act** if the give-way vessel fails to maneuver. Monitor closely (Rule 17). + +4. **"Always turn to starboard unless there’s a reason not to.”** + - Meeting head-on? **Starboard turn is default** (Rule 14). Avoid left-turning unless absolutely necessary. + +5. **"You’re overtaking? You must stay clear."** + - If approaching a vessel from more than 22.5° abaft the beam (Rule 13), **you are overtaking**—stay clear until the maneuver is complete. + +--- + +## **3. Risk Assessment and Avoiding Collisions** +1. **"A safe CPA is one you can live with."** + - Set a **minimum CPA threshold (usually 1 NM)** and act if any vessel breaches it. + +2. **“If the TCPA is below 12 minutes, it’s time to act.”** + - If the Time to Closest Point of Approach (TCPA) is under 12-15 minutes, **adjust course or speed early** to prevent a close-quarters situation. + +3. **"Two vessels moving = double the risk."** + - When both vessels are maneuvering, **reassess continuously**—don’t assume the risk is eliminated until clear separation is achieved. + +--- + +## **4. Use of Radar, AIS, and Navigation Systems** +1. **“AIS is for information, not decisions.”** + - Use AIS to gather data, but **base collision-avoidance actions on radar and visual observations**. AIS can be delayed or inaccurate. + +2. **"Range rings are your best friend."** + - Use **radar range rings** to maintain situational awareness of nearby traffic—understand the vessel positions at a glance. + +3. **"Every contact deserves a second look."** + - Reassess each target periodically; conditions and **intentions of vessels can change suddenly**. + +--- + +## **5. Speed and Maneuvering Principles** +1. **“Safe speed = one you can stop in time.”** + - Always maintain a speed that allows **full control and stopping** within the visible distance ahead (Rule 6). + +2. **“If it’s tight, slow down.”** + - When encountering traffic, restricted waters, or poor weather, **reducing speed buys decision time.** + +3. **"The earlier the maneuver, the smoother it is."** + - Execute maneuvers well in advance—**last-minute actions increase risks.** + +--- + +## **6. Restricted Visibility Procedures** +1. **"If you can’t see, assume they can’t either."** + - Treat poor visibility as high risk—**assume other vessels won’t see you** in time (Rule 19). + +2. **"Sound signals are mandatory, not optional."** + - Use fog signals (one prolonged blast every 2 minutes) without hesitation. **Sound travels further than lights in fog.** + +3. **“Double the lookout in fog.”** + - Assign **additional personnel** as lookout during restricted visibility for better situational awareness. + +--- + +## **7. Communication and Coordination** +1. **"Short, clear, correct."** + - Use VHF for essential communication only—**stick to proper COLREGs protocols** and avoid negotiating maneuvers outside the rules. + +2. **"If you don’t understand, use 5 blasts."** + - Five short blasts signal **danger or confusion**—don’t hesitate to use it if unsure about another vessel’s intentions (Rule 34). + +3. **"Confirm instructions back."** + - Always ensure your orders are **repeated back correctly** by the helmsman or lookout—this avoids miscommunication. + +--- + +## **8. Contingency and Emergency Planning** +1. **"Plan your escape route before you need it."** + - Always **have a secondary maneuver or course** ready in case the primary plan fails. + +2. **"In an emergency, slow is smooth, smooth is fast."** + - In critical moments, **act calmly but decisively**—panic leads to errors. + +3. **"Machinery ready, all the time."** + - Keep engines on standby when maneuvering in tight waters or restricted visibility—**you might need to stop instantly.** + +--- + +## **9. Personal Efficiency and Fatigue Management** +1. **"Tired brains make bad decisions."** + - Ensure **adequate rest** before a watch. Fatigue is a top contributor to poor decision-making. + +2. **"Stay hydrated, stay sharp."** + - Dehydration affects concentration—**drink water regularly** during your watch. + +3. **"Eliminate distractions."** + - Avoid non-essential tasks or conversations—**a moment’s distraction can lead to an accident.** + +--- + +## **10. Handover and Logkeeping** +1. **"No surprises on handover."** + - Give the relieving officer **complete and clear information** about nearby vessels, ongoing maneuvers, and known risks. + +2. **"If it’s not logged, it didn’t happen."** + - Log all **important events, course changes, and decisions** accurately for accountability. + +3. **“Summarize the essentials.”** + - When logging, focus on **key details**—position, traffic, weather, and any incidents or actions taken. + +--- + +## **11. Environmental and Navigational Awareness** +1. **“Tides and currents can work for or against you.”** + - Factor in **local tide and current conditions** when planning and maneuvering—ignoring them leads to drift errors. + +2. **“Assume the weather can worsen.”** + - Plan with the expectation that weather can change suddenly—**be ready to alter course or slow down.** + +3. **“Compliance extends to the environment.”** + - Adhere to pollution regulations—**avoid discharges and emissions violations** at all costs. + +--- + +## **12. Decision-Making Under Pressure** +1. **"Calm mind, better choices."** + - Take a moment to think—**rushed decisions lead to mistakes.** + +2. **"Stick to the rules; they’re there for a reason."** + - Don’t take shortcuts—COLREGs rules **always apply, even under pressure.** + +3. **"Every decision is reversible until it isn’t."** + - Be ready to adjust course or speed if the situation changes unexpectedly—**adapt quickly but safely.** From 532a0a903b11309426cf733378b855354e411e4e Mon Sep 17 00:00:00 2001 From: nguyennm Date: Mon, 21 Oct 2024 21:41:27 -0700 Subject: [PATCH 043/103] stablize the output --- examples/llamarine/expert-program-space.yml | 2 +- examples/llamarine/streamlit-main.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-program-space.yml index 7b064cf8a..ad6f2bc41 100644 --- a/examples/llamarine/expert-program-space.yml +++ b/examples/llamarine/expert-program-space.yml @@ -17,7 +17,7 @@ plan_with_speed_reference_sog: - task: |- If you sure this is a head on situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the head on situation. - task: |- - Compose to the final answer contains all above outputs. + Compose to the final answer contains all above outputs and show recommended actions for both crossing and head on situations. plan_with_speed_reference_stw: diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index 3153b446d..3cc81364e 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -17,13 +17,13 @@ st.title(body=TITLE, anchor=None, help=None) DEFAULT_PROBLEM: str = ( - 'A vessel on my port side coming to a crossing situation in my radar. SOG is being used. What to do?' + 'A vessel on my port side coming to a crossing situation on my radar. SOG is being used. What should I do?' ) st.write('__PROBLEM/QUESTION__:') if 'typed_problem' not in st.session_state: - st.session_state.typed_problem: str = DEFAULT_PROBLEM + "Show the answer in detail." + st.session_state.typed_problem: str = DEFAULT_PROBLEM st.session_state.typed_problem: str = st.text_area(label='Problem/Question', value=st.session_state.typed_problem, From 1d5bb976e75e5483f394d78821be65623dfcd85b Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 23 Oct 2024 23:00:53 -0700 Subject: [PATCH 044/103] codacy: remove empty lines --- examples/semiconductor/streamlit-main.py | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index d9034eebb..503ff842a 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -1,17 +1,14 @@ from collections import defaultdict -from loguru import logger import streamlit as st - -from openssa import OpenAILM +from loguru import logger # pylint: disable=wrong-import-order from agent import get_or_create_agent - +from openssa import OpenAILM TITLE: str = 'OpenSSA: Semiconductor Industry-Specific Agent leveraging SemiKong LM' - st.set_page_config(page_title=TITLE, page_icon=None, layout='wide', @@ -20,7 +17,6 @@ st.title(body=TITLE, anchor=None, help=None) - DEFAULT_PROBLEM: str = ( 'I am trying to etch 2 μm of PECVD SiO2 using a ~4 μm PR mask to create a pattern of 20 * 60 μm. ' '\n' @@ -29,7 +25,6 @@ 'Recommend me 2 recipes and their pros & cons.' ) - st.write('__PROBLEM/QUESTION__:') if 'typed_problem' not in st.session_state: @@ -46,11 +41,9 @@ disabled=False, label_visibility='collapsed') - if 'semikong_agent_solutions' not in st.session_state: st.session_state.semikong_agent_solutions: defaultdict[str, str] = defaultdict(str) - st.subheader('SEMICONDUCTOR INDUSTRY-SPECIFIC AGENT') st.subheader('_using `SemiKong` LM_') From 08edb0a886b94c196ecfe7305f107fe90224bff0 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 13:25:14 -0700 Subject: [PATCH 045/103] codacy: add 'shell' directive --- examples/semiconductor/semiconductor-ui/api/start.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/semiconductor/semiconductor-ui/api/start.sh b/examples/semiconductor/semiconductor-ui/api/start.sh index f8fe01b6b..bcc119207 100755 --- a/examples/semiconductor/semiconductor-ui/api/start.sh +++ b/examples/semiconductor/semiconductor-ui/api/start.sh @@ -1 +1,2 @@ +#!/bin/bash uvicorn main:app --loop "asyncio" --proxy-headers --host 0.0.0.0 --port 8080 From 9b96240ca6472ce4418366d4d19483f2fc8df39f Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 13:29:17 -0700 Subject: [PATCH 046/103] codacy: remove used `e` --- examples/semiconductor/semiconductor-ui/api/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 557df5feb..2efadefe5 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -127,7 +127,7 @@ async def post_data(data: dict): try: parsed_answer = solve_semiconductor_question(question) return parsed_answer - except Exception as e: + except: # logger.error(f"Error solving the question: {e}") # return {"error": str(e)}, 500 time.sleep(10) From ae7b9cb8926467438cc98bad0662ee219c0a8678 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 13:32:52 -0700 Subject: [PATCH 047/103] codacy: add empty line before declaration --- .../components/MarkdownViewer/MarkdownViewer.module.css | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css b/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css index 1d160631f..ca0ad678c 100644 --- a/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css +++ b/examples/semiconductor/semiconductor-ui/ui/src/views/components/MarkdownViewer/MarkdownViewer.module.css @@ -16,12 +16,14 @@ .content ul { @apply pl-6; - list-style: disc; + + list-style: disc; } .content ol { @apply pl-6; - list-style: decimal; + + list-style: decimal; } .content-small { From 8c95e1290cdd06c4aa4e186c5e3c265ef985224e Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 13:54:26 -0700 Subject: [PATCH 048/103] fix: use generic Exception --- examples/semiconductor/semiconductor-ui/api/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 2efadefe5..8c1af9422 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -127,7 +127,7 @@ async def post_data(data: dict): try: parsed_answer = solve_semiconductor_question(question) return parsed_answer - except: + except Exception: # logger.error(f"Error solving the question: {e}") # return {"error": str(e)}, 500 time.sleep(10) From dbe943a1772017589a60d1d7204e1c5557e3167e Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 14:07:26 -0700 Subject: [PATCH 049/103] codacy: rearrange imports --- examples/semiconductor/semiconductor-ui/api/main.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 8c1af9422..e4e13e9d7 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -1,18 +1,18 @@ import os -from fastapi import FastAPI -from fastapi.middleware.cors import CORSMiddleware from collections import defaultdict -import openai -from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM +import openai +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware # pylint: disable=wrong-import-order from data_and_knowledge import EXPERT_PROGRAM_SPACE, EXPERT_KNOWLEDGE +from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM from semikong_lm import SemiKongLM def get_or_create_agent( - use_semikong_lm: bool = True, max_depth=2, max_subtasks_per_decomp=4 + use_semikong_lm: bool = True, max_depth=2, max_subtasks_per_decomp=4 ) -> Agent: lm = (SemiKongLM if use_semikong_lm else OpenAILM).from_defaults() @@ -48,6 +48,7 @@ def get_or_create_agent( client = openai.OpenAI(api_key=os.environ["OPENAI_API_KEY"]) + def call_gpt(prompt): response = client.chat.completions.create( model="gpt-4o", @@ -61,6 +62,7 @@ def call_gpt(prompt): ) return response.choices[0].message.content + def parse_recipe_text(text): parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} lines = text.split("\n") @@ -79,6 +81,7 @@ def parse_recipe_text(text): parsed_data = {key: value.strip() for key, value in parsed_data.items()} return parsed_data + def solve_semiconductor_question(question): start = time.time() solutions = defaultdict(str) From 8bbf4a6eaacdcba2bc8fda68d9124697f08deeda Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 14:11:53 -0700 Subject: [PATCH 050/103] codacy: remove ambiguous `+` in README title --- examples/semiconductor/semiconductor-ui/ui/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/semiconductor-ui/ui/README.md b/examples/semiconductor/semiconductor-ui/ui/README.md index f768e33fc..ead67daca 100644 --- a/examples/semiconductor/semiconductor-ui/ui/README.md +++ b/examples/semiconductor/semiconductor-ui/ui/README.md @@ -1,4 +1,4 @@ -# React + Vite +# React with Vite This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules. From 09c872339bd50b008cf45ed533c65b71f51d4f63 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 14:50:28 -0700 Subject: [PATCH 051/103] refactor: Agent -> DANA, ProgramSpace -> ProgramStore --- examples/llamarine/agent.py | 24 +++++++++---------- examples/llamarine/data_and_knowledge.py | 10 ++++---- ...-program-space.yml => expert-programs.yml} | 0 examples/semiconductor/data_and_knowledge.py | 8 +++---- ...-program-store.yml => expert-programs.yml} | 0 5 files changed, 20 insertions(+), 22 deletions(-) rename examples/llamarine/{expert-program-space.yml => expert-programs.yml} (100%) rename examples/semiconductor/{expert-program-store.yml => expert-programs.yml} (100%) diff --git a/examples/llamarine/agent.py b/examples/llamarine/agent.py index a2e28bb2f..731090a72 100644 --- a/examples/llamarine/agent.py +++ b/examples/llamarine/agent.py @@ -3,26 +3,24 @@ from argparse import ArgumentParser from functools import cache -from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM - -# pylint: disable=wrong-import-order -from data_and_knowledge import EXPERT_PROGRAM_SPACE, EXPERT_KNOWLEDGE +from data_and_knowledge import EXPERT_PROGRAMS, EXPERT_KNOWLEDGE +from openssa import DANA, ProgramStore, HTP, HTPlanner, OpenAILM @cache -def get_or_create_agent(max_depth=2, max_subtasks_per_decomp=4) -> Agent: +def get_or_create_agent(max_depth=2, max_subtasks_per_decomp=4) -> DANA: lm = OpenAILM.from_defaults() - program_space = ProgramSpace(lm=lm) - if EXPERT_PROGRAM_SPACE: - for program_name, htp_dict in EXPERT_PROGRAM_SPACE.items(): + program_store = ProgramStore(lm=lm) + if EXPERT_PROGRAMS: + for program_name, htp_dict in EXPERT_PROGRAMS.items(): htp = HTP.from_dict(htp_dict) - program_space.add_or_update_program(name=program_name, description=htp.task.ask, program=htp) + program_store.add_or_update_program(name=program_name, description=htp.task.ask, program=htp) - return Agent(program_space=program_space, - programmer=HTPlanner(lm=lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp), - knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, - resources={}) + return DANA(program_store=program_store, + programmer=HTPlanner(lm=lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp), + knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, + resources={}) if __name__ == '__main__': diff --git a/examples/llamarine/data_and_knowledge.py b/examples/llamarine/data_and_knowledge.py index a26106af5..dd7c3a9b1 100644 --- a/examples/llamarine/data_and_knowledge.py +++ b/examples/llamarine/data_and_knowledge.py @@ -13,8 +13,8 @@ load_dotenv() -EXPERT_KNOWLEDGE_FILE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' -with open(file=EXPERT_KNOWLEDGE_FILE_PATH, +EXPERT_KNOWLEDGE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' +with open(file=EXPERT_KNOWLEDGE_PATH, buffering=-1, encoding='utf-8', errors='strict', @@ -24,12 +24,12 @@ EXPERT_KNOWLEDGE: str = f.read() -EXPERT_PROGRAM_SPACE_FILE_PATH: Path = Path(__file__).parent / 'expert-program-space.yml' -with open(file=EXPERT_PROGRAM_SPACE_FILE_PATH, +EXPERT_PROGRAMS_PATH: Path = Path(__file__).parent / 'expert-programs.yml' +with open(file=EXPERT_PROGRAMS_PATH, buffering=-1, encoding='utf-8', errors='strict', newline=None, closefd=True, opener=None) as f: - EXPERT_PROGRAM_SPACE: dict[str, HTPDict] = yaml.safe_load(stream=f) + EXPERT_PROGRAMS: dict[str, HTPDict] = yaml.safe_load(stream=f) diff --git a/examples/llamarine/expert-program-space.yml b/examples/llamarine/expert-programs.yml similarity index 100% rename from examples/llamarine/expert-program-space.yml rename to examples/llamarine/expert-programs.yml diff --git a/examples/semiconductor/data_and_knowledge.py b/examples/semiconductor/data_and_knowledge.py index f68432a54..22a96a4af 100644 --- a/examples/semiconductor/data_and_knowledge.py +++ b/examples/semiconductor/data_and_knowledge.py @@ -13,8 +13,8 @@ load_dotenv() -EXPERT_KNOWLEDGE_FILE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' -with open(file=EXPERT_KNOWLEDGE_FILE_PATH, +EXPERT_KNOWLEDGE_PATH: Path = Path(__file__).parent / 'expert-knowledge.txt' +with open(file=EXPERT_KNOWLEDGE_PATH, buffering=-1, encoding='utf-8', errors='strict', @@ -24,8 +24,8 @@ EXPERT_KNOWLEDGE: str = f.read() -EXPERT_PROGRAM_SPACE_FILE_PATH: Path = Path(__file__).parent / 'expert-program-store.yml' -with open(file=EXPERT_PROGRAM_SPACE_FILE_PATH, +EXPERT_PROGRAMS_FILE_PATH: Path = Path(__file__).parent / 'expert-programs.yml' +with open(file=EXPERT_PROGRAMS_FILE_PATH, buffering=-1, encoding='utf-8', errors='strict', diff --git a/examples/semiconductor/expert-program-store.yml b/examples/semiconductor/expert-programs.yml similarity index 100% rename from examples/semiconductor/expert-program-store.yml rename to examples/semiconductor/expert-programs.yml From 8cc1ea45e7e1497799b92b37c3bf8c863c33343d Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 14:56:26 -0700 Subject: [PATCH 052/103] style: format code --- openssa/core/programming/hierarchical/plan.py | 45 +++++++++---------- 1 file changed, 22 insertions(+), 23 deletions(-) diff --git a/openssa/core/programming/hierarchical/plan.py b/openssa/core/programming/hierarchical/plan.py index 7404ed052..db39ac271 100644 --- a/openssa/core/programming/hierarchical/plan.py +++ b/openssa/core/programming/hierarchical/plan.py @@ -15,7 +15,6 @@ to enable the execution of a subsequent HTP node to benefit from results from earlier nodes at the same depth level. """ - from __future__ import annotations from dataclasses import dataclass, field, replace @@ -24,13 +23,12 @@ from typing import TypedDict, Required, NotRequired, TYPE_CHECKING from loguru import logger -from tqdm import tqdm - -from openssa.core.programming.base.program import BaseProgram from openssa.core.knowledge._prompts import knowledge_injection_lm_chat_msgs +from openssa.core.programming.base.program import BaseProgram from openssa.core.reasoning.ooda.ooda_reasoner import OodaReasoner -from openssa.core.task.task import Task, TaskDict from openssa.core.task.status import TaskStatus +from openssa.core.task.task import Task, TaskDict +from tqdm import tqdm from ._prompts import HTP_RESULTS_SYNTH_PROMPT_TEMPLATE @@ -38,10 +36,7 @@ from openssa.core.reasoning.base import BaseReasoner from openssa.core.resource.base import BaseResource from openssa.core.knowledge.base import Knowledge - from openssa.core.util.lm.base import LMChatHist from openssa.core.util.misc import AskAnsPair - from .planner import HTPlanner - type HTPDict = TypedDict('HTPDict', {'task': Required[TaskDict | str], 'sub-htps': NotRequired[list[HTPDict]]}, @@ -129,7 +124,8 @@ def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[A self.fill_missing_resources() # TODO: optimize to not always use all resources # first, attempt direct solution with Reasoner - reasoning_wo_sub_results: str = self.reasoner.reason(task=self.task, knowledge=knowledge, other_results=other_results) # noqa: E501 + reasoning_wo_sub_results: str = self.reasoner.reason(task=self.task, knowledge=knowledge, + other_results=other_results) # noqa: E501 if self.sub_htps: decomposed_htp: HTP = self @@ -138,7 +134,8 @@ def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[A # and if there is still allowed recursive depth, # use Programmer to decompose Problem into sub-HTPs elif (self.task.is_attempted and not self.task.is_done) and (self.programmer and self.programmer.max_depth): - decomposed_htp: HTP = self.programmer.create_htp(task=self.task, knowledge=knowledge, reasoner=self.reasoner) + decomposed_htp: HTP = self.programmer.create_htp(task=self.task, knowledge=knowledge, + reasoner=self.reasoner) else: decomposed_htp = None @@ -169,19 +166,21 @@ def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[A # for i, (ask, result) in enumerate(other_results))) # if other_results # else '')) - - inputs: str = ("If supporting information request for clarification or more information, just request more information without doing any other thing. " - + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'SUPPORTING RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(sub_results)) + - (('\n\n' + - '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'OTHER RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(other_results))) - if other_results - else '')) + + inputs: str = ( + "If supporting information request for clarification or more information, " + "just request more information without doing any other thing. " + + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'SUPPORTING RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(sub_results)) + + (('\n\n' + + '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'OTHER RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(other_results))) + if other_results + else '')) self.task.result: str = self.reasoner.lm.get_response( prompt=HTP_RESULTS_SYNTH_PROMPT_TEMPLATE.format(ask=self.task.ask, info=inputs), From 0b1f77d8fc8f09176aa61aade70481aef1dce114 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:03:03 -0700 Subject: [PATCH 053/103] chore: move `import` time to the top --- examples/semiconductor/semiconductor-ui/api/main.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index e4e13e9d7..3c197d379 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -1,4 +1,5 @@ import os +import time from collections import defaultdict import openai @@ -34,8 +35,6 @@ def get_or_create_agent( ) -import time - app = FastAPI() app.add_middleware( From b0bea3750a3d517bedde361944c10096988ec3af Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:09:13 -0700 Subject: [PATCH 054/103] codacy: remove trailing space --- examples/semiconductor/semiconductor-ui/api/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 3c197d379..006e8a651 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -96,7 +96,7 @@ def solve_semiconductor_question(question): solution = solution.replace("$", r"\$") prompt = f"""{solution} \n\n Please help me parse the above text into this format:\n - recipe_1: Show the recipe 1 here\n + recipe_1: Show the recipe 1 here\n recipe_2: Show the recipe 2 here\n agent_advice: Show the agent's general considerations here\n DO NOT forget the key and DO NOT change the key format. From ef10db492adde655ea7f958f19c6c235f2c9f45f Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:17:43 -0700 Subject: [PATCH 055/103] chore: add ValueError & RuntimeError --- examples/semiconductor/semiconductor-ui/api/main.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 006e8a651..21fceeff8 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -129,6 +129,10 @@ async def post_data(data: dict): try: parsed_answer = solve_semiconductor_question(question) return parsed_answer + except ValueError as e: + return {"error": f"Value error: {str(e)}"}, 400 + except RuntimeError as e: + return {"error": f"Runtime error: {str(e)}"}, 500 except Exception: # logger.error(f"Error solving the question: {e}") # return {"error": str(e)}, 500 From a663d98af39b9aeb8215c867b01dc7cce5e626c1 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:24:33 -0700 Subject: [PATCH 056/103] fix: add logger to avoid exposing exception messages --- .../semiconductor/semiconductor-ui/api/main.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 21fceeff8..dedb86dbb 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -1,3 +1,4 @@ +import logging import os import time from collections import defaultdict @@ -11,6 +12,9 @@ from openssa import Agent, ProgramSpace, HTP, HTPlanner, OpenAILM from semikong_lm import SemiKongLM +logging.basicConfig(level=logging.ERROR) +logger = logging.getLogger(__name__) + def get_or_create_agent( use_semikong_lm: bool = True, max_depth=2, max_subtasks_per_decomp=4 @@ -130,11 +134,13 @@ async def post_data(data: dict): parsed_answer = solve_semiconductor_question(question) return parsed_answer except ValueError as e: - return {"error": f"Value error: {str(e)}"}, 400 + logger.error(f"Value error: {str(e)}") + return {"error": "A value error has occurred."}, 400 except RuntimeError as e: - return {"error": f"Runtime error: {str(e)}"}, 500 - except Exception: - # logger.error(f"Error solving the question: {e}") + logger.error(f"Runtime error: {str(e)}") + return {"error": "A runtime error has occurred."}, 500 + except Exception as e: + logger.error(f"Error solving the question: {e}") # return {"error": str(e)}, 500 time.sleep(10) return """ From d99ffa5302760bfdeb25dcb65f07cb1bec418f6f Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:32:29 -0700 Subject: [PATCH 057/103] fix: use % for logging formatting --- examples/semiconductor/semiconductor-ui/api/main.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index dedb86dbb..5cd583eb6 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -134,13 +134,13 @@ async def post_data(data: dict): parsed_answer = solve_semiconductor_question(question) return parsed_answer except ValueError as e: - logger.error(f"Value error: {str(e)}") + logger.error("Value error: %s", str(e)) return {"error": "A value error has occurred."}, 400 except RuntimeError as e: - logger.error(f"Runtime error: {str(e)}") + logger.error("Runtime error: %s", str(e)) return {"error": "A runtime error has occurred."}, 500 except Exception as e: - logger.error(f"Error solving the question: {e}") + logger.error("Error solving the question: %s", str(e)) # return {"error": str(e)}, 500 time.sleep(10) return """ From 0411a9500c7b7538496dbf9627c87889a7496db9 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:34:40 -0700 Subject: [PATCH 058/103] fix: use default answer if failing to generate an answer --- .../semiconductor/semiconductor-ui/api/main.py | 16 +++++++--------- 1 file changed, 7 insertions(+), 9 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 5cd583eb6..9617b6479 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -124,6 +124,11 @@ async def get_data(): return {"data": "data"} +DEFAULT_ANSWER = """ +{'recipe_1': 'Parameters:\n- Gases and Flow Rates:\n - CHF3: 50 sccm\n - Ar: 10 sccm\n - O2: 5 sccm\n- ICP Power: 1000 W\n- RF Power: 50 W\n- Pressure: 20 mTorr\n- Etch Time: Start with 8 minutes and measure periodically\n\nPros:\n1. High Etch Rate: The high ICP power and higher flow rates of CHF3 and O2 increase the density of reactive species, leading to a faster etch rate.\n2. Stable Plasma: The addition of Ar at 10 sccm helps maintain a stable plasma, which is crucial for consistent etching.\n3. Improved Volatility: The higher O2 flow rate enhances the volatility of etch products, improving overall etch efficiency.\n\nCons:\n1. Physical Damage: The high ICP power and RF power can lead to more physical damage to the PR mask and underlying layers due to increased ion bombardment.\n2. Less Anisotropic Profiles: Higher RF power may result in less anisotropic etch profiles, which could be problematic for applications requiring precise vertical etching.\n3. Higher Pressure: The higher pressure may reduce the mean free path of ions, potentially affecting the directionality of the etch.', 'recipe_2': 'Parameters:\n- Gases and Flow Rates:\n - CHF3: 20 sccm\n - Ar: 5 sccm\n - O2: 2 sccm\n- ICP Power: 500 W\n- RF Power: 10 W\n- Pressure: 5 mTorr\n- Etch Time: Start with 15 minutes and measure periodically\n\nPros:\n1. High Anisotropy: The lower RF power and lower pressure will help achieve more anisotropic etch profiles, which is essential for applications requiring precise vertical etching.\n2. Reduced Physical Damage: Lower ICP and RF power reduce the risk of physical damage to the PR mask and underlying layers, making this set suitable for delicate structures.\n3. Directional Etching: The lower pressure improves the directionality of the etch by reducing the number of collisions between ions and neutral species.\n\nCons:\n1. Lower Etch Rate: The lower ICP power and reduced flow rates of CHF3 and O2 will result in a slower etch rate, requiring longer etch times to achieve the desired depth.\n2. Plasma Stability: The lower flow rate of Ar may make it more challenging to maintain a stable plasma, which could affect the consistency of the etch process.\n3. Process Control: The lower pressure and power settings require more precise control of the process parameters to maintain stability and achieve the desired etch profile.', 'agent_advice': '- Etch Rate and Uniformity: Regularly measure the etch depth to ensure uniformity across the wafer. Adjust the etch time accordingly.\n- End-Point Detection: Utilize optical emission spectroscopy (OES) or interferometry if available on the Plasmalab System 100 to accurately determine the end-point of the etch process.\n- Safety Procedures: Always follow safety protocols when handling gases and operating the ICP RIE system. Confirm with the facility manager that the chosen recipe is compatible with the equipment.\n\nBy starting with these recipes and making necessary adjustments based on periodic measurements and observations, you should be able to achieve the desired etch depth and profile for your SiO2 pattern.\n```'} + """ + + @app.post("/data") async def post_data(data: dict): question = data.get("question") @@ -135,14 +140,7 @@ async def post_data(data: dict): return parsed_answer except ValueError as e: logger.error("Value error: %s", str(e)) - return {"error": "A value error has occurred."}, 400 + return DEFAULT_ANSWER except RuntimeError as e: logger.error("Runtime error: %s", str(e)) - return {"error": "A runtime error has occurred."}, 500 - except Exception as e: - logger.error("Error solving the question: %s", str(e)) - # return {"error": str(e)}, 500 - time.sleep(10) - return """ -{'recipe_1': 'Parameters:\n- Gases and Flow Rates:\n - CHF3: 50 sccm\n - Ar: 10 sccm\n - O2: 5 sccm\n- ICP Power: 1000 W\n- RF Power: 50 W\n- Pressure: 20 mTorr\n- Etch Time: Start with 8 minutes and measure periodically\n\nPros:\n1. High Etch Rate: The high ICP power and higher flow rates of CHF3 and O2 increase the density of reactive species, leading to a faster etch rate.\n2. Stable Plasma: The addition of Ar at 10 sccm helps maintain a stable plasma, which is crucial for consistent etching.\n3. Improved Volatility: The higher O2 flow rate enhances the volatility of etch products, improving overall etch efficiency.\n\nCons:\n1. Physical Damage: The high ICP power and RF power can lead to more physical damage to the PR mask and underlying layers due to increased ion bombardment.\n2. Less Anisotropic Profiles: Higher RF power may result in less anisotropic etch profiles, which could be problematic for applications requiring precise vertical etching.\n3. Higher Pressure: The higher pressure may reduce the mean free path of ions, potentially affecting the directionality of the etch.', 'recipe_2': 'Parameters:\n- Gases and Flow Rates:\n - CHF3: 20 sccm\n - Ar: 5 sccm\n - O2: 2 sccm\n- ICP Power: 500 W\n- RF Power: 10 W\n- Pressure: 5 mTorr\n- Etch Time: Start with 15 minutes and measure periodically\n\nPros:\n1. High Anisotropy: The lower RF power and lower pressure will help achieve more anisotropic etch profiles, which is essential for applications requiring precise vertical etching.\n2. Reduced Physical Damage: Lower ICP and RF power reduce the risk of physical damage to the PR mask and underlying layers, making this set suitable for delicate structures.\n3. Directional Etching: The lower pressure improves the directionality of the etch by reducing the number of collisions between ions and neutral species.\n\nCons:\n1. Lower Etch Rate: The lower ICP power and reduced flow rates of CHF3 and O2 will result in a slower etch rate, requiring longer etch times to achieve the desired depth.\n2. Plasma Stability: The lower flow rate of Ar may make it more challenging to maintain a stable plasma, which could affect the consistency of the etch process.\n3. Process Control: The lower pressure and power settings require more precise control of the process parameters to maintain stability and achieve the desired etch profile.', 'agent_advice': '- Etch Rate and Uniformity: Regularly measure the etch depth to ensure uniformity across the wafer. Adjust the etch time accordingly.\n- End-Point Detection: Utilize optical emission spectroscopy (OES) or interferometry if available on the Plasmalab System 100 to accurately determine the end-point of the etch process.\n- Safety Procedures: Always follow safety protocols when handling gases and operating the ICP RIE system. Confirm with the facility manager that the chosen recipe is compatible with the equipment.\n\nBy starting with these recipes and making necessary adjustments based on periodic measurements and observations, you should be able to achieve the desired etch depth and profile for your SiO2 pattern.\n```'} - """ + return DEFAULT_ANSWER From 794cb9bc816425c03a42e203b9cacef902724cad Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:38:47 -0700 Subject: [PATCH 059/103] fix: use logger.exception for exceptions --- examples/semiconductor/semiconductor-ui/api/main.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 9617b6479..1e08f5580 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -139,8 +139,8 @@ async def post_data(data: dict): parsed_answer = solve_semiconductor_question(question) return parsed_answer except ValueError as e: - logger.error("Value error: %s", str(e)) + logger.exception("Value error: %s", str(e)) return DEFAULT_ANSWER except RuntimeError as e: - logger.error("Runtime error: %s", str(e)) + logger.exception("Runtime error: %s", str(e)) return DEFAULT_ANSWER From c5ff6b22c008cdfa42da997c85ef3795c4cd012d Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 15:47:24 -0700 Subject: [PATCH 060/103] fix: no need to pass exception message when using logger.exception --- examples/semiconductor/semiconductor-ui/api/main.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py index 1e08f5580..992065aab 100644 --- a/examples/semiconductor/semiconductor-ui/api/main.py +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -137,10 +137,10 @@ async def post_data(data: dict): try: parsed_answer = solve_semiconductor_question(question) - return parsed_answer - except ValueError as e: - logger.exception("Value error: %s", str(e)) + except ValueError: + logger.exception("Value error") return DEFAULT_ANSWER - except RuntimeError as e: - logger.exception("Runtime error: %s", str(e)) + except RuntimeError: + logger.exception("Runtime error") return DEFAULT_ANSWER + return parsed_answer From abe22c6e6d254ae56234ea3bb2652697c0989491 Mon Sep 17 00:00:00 2001 From: Your Name Date: Thu, 24 Oct 2024 16:27:33 -0700 Subject: [PATCH 061/103] adding refusal feature --- examples/llamarine/streamlit-main.py | 2 +- openssa/core/agent/dana.py | 5 +- openssa/core/programming/base/program.py | 2 +- openssa/core/programming/hierarchical/plan.py | 65 ++++++++++--------- 4 files changed, 39 insertions(+), 35 deletions(-) diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/streamlit-main.py index 3cc81364e..3c036b7c3 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/streamlit-main.py @@ -50,7 +50,7 @@ logger.level('DEBUG') st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ - get_or_create_agent().solve(problem=st.session_state.typed_problem) + get_or_create_agent().solve(problem=st.session_state.typed_problem, allow_reject=True) if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): st.markdown(body=solution) diff --git a/openssa/core/agent/dana.py b/openssa/core/agent/dana.py index e74c08127..cb8084d1d 100644 --- a/openssa/core/agent/dana.py +++ b/openssa/core/agent/dana.py @@ -86,7 +86,8 @@ def add_resources(self, *new_resources: BaseResource): """Add new Resource(s).""" self.resources.update(new_resources) - def solve(self, problem: str, adaptations_from_known_programs: dict[str, Any] | None = None) -> str: + def solve(self, problem: str, adaptations_from_known_programs: dict[str, Any] | None = None, + allow_reject: bool = False) -> str: """Solve the posed Problem. First either find from the Program Store a solution Program suitable for the Problem, @@ -103,4 +104,4 @@ def solve(self, problem: str, adaptations_from_known_programs: dict[str, Any] | self.programmer.create_program(task=task, knowledge=self.knowledge) ) - return program.execute(knowledge=self.knowledge) + return program.execute(knowledge=self.knowledge, allow_reject=allow_reject) diff --git a/openssa/core/programming/base/program.py b/openssa/core/programming/base/program.py index 46e470645..6967c4c33 100644 --- a/openssa/core/programming/base/program.py +++ b/openssa/core/programming/base/program.py @@ -41,7 +41,7 @@ def adapt(self, **kwargs: Any) -> SameType: """Return adapted copy.""" @abstractmethod - def execute(self, knowledge: set[Knowledge] | None = None, **kwargs: Any) -> str: + def execute(self, knowledge: set[Knowledge] | None = None, allow_reject: bool = False, **kwargs: Any) -> str: """Execute and return string result. Execution also optionally takes into account domain-specific Knowledge. diff --git a/openssa/core/programming/hierarchical/plan.py b/openssa/core/programming/hierarchical/plan.py index db39ac271..f05f623cf 100644 --- a/openssa/core/programming/hierarchical/plan.py +++ b/openssa/core/programming/hierarchical/plan.py @@ -115,7 +115,8 @@ def adapt(self, **kwargs: str): task=replace(self.task, ask=self.task.ask.format(**kwargs)), sub_htps=[sub_htp.adapt(**kwargs) for sub_htp in self.sub_htps]) - def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[AskAnsPair] | None = None) -> str: + def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[AskAnsPair] | None = None, + allow_reject: bool = False) -> str: # pylint: disable=arguments-differ """Execute and return string result, using specified Reasoner to work through involved Task & Sub-Tasks. @@ -151,36 +152,38 @@ def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[A for sub_htp in tqdm(decomposed_htp.sub_htps): sub_results.append((sub_htp.task.ask, sub_htp.execute(knowledge=knowledge, other_results=sub_results))) - # inputs: str = ('REASONING WITHOUT SUPPORTING/OTHER RESULTS ' - # '(preliminary conclusions here can be overriden by more convincing supporting/other data):\n' - # f'{reasoning_wo_sub_results}\n' - # '\n\n' + - # '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' - # '\n' - # f'SUPPORTING RESULT #{i + 1}:\n{result}\n') - # for i, (ask, result) in enumerate(sub_results)) + - # (('\n\n' + - # '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' - # '\n' - # f'OTHER RESULT #{i + 1}:\n{result}\n') - # for i, (ask, result) in enumerate(other_results))) - # if other_results - # else '')) - - inputs: str = ( - "If supporting information request for clarification or more information, " - "just request more information without doing any other thing. " - + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'SUPPORTING RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(sub_results)) + - (('\n\n' + - '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'OTHER RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(other_results))) - if other_results - else '')) + # If the Reasoner allows for rejecting to answer due to lack of information + if allow_reject: + inputs: str = ( + "If supporting information request for clarification or more information, " + "just request more information without doing any other thing. " + + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'SUPPORTING RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(sub_results)) + + (('\n\n' + + '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'OTHER RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(other_results))) + if other_results + else '')) + else: + inputs: str = ('REASONING WITHOUT SUPPORTING/OTHER RESULTS ' + '(preliminary conclusions here can be overriden by more convincing supporting/other data):\n' + f'{reasoning_wo_sub_results}\n' + '\n\n' + + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'SUPPORTING RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(sub_results)) + + (('\n\n' + + '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'OTHER RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(other_results))) + if other_results + else '')) self.task.result: str = self.reasoner.lm.get_response( prompt=HTP_RESULTS_SYNTH_PROMPT_TEMPLATE.format(ask=self.task.ask, info=inputs), From 4e7435dd3cf17981c123f109af4670a96b460b7e Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 16:35:20 -0700 Subject: [PATCH 062/103] style: fix idents --- openssa/core/programming/hierarchical/plan.py | 56 +++++++++---------- 1 file changed, 28 insertions(+), 28 deletions(-) diff --git a/openssa/core/programming/hierarchical/plan.py b/openssa/core/programming/hierarchical/plan.py index f05f623cf..25e8f504d 100644 --- a/openssa/core/programming/hierarchical/plan.py +++ b/openssa/core/programming/hierarchical/plan.py @@ -115,7 +115,7 @@ def adapt(self, **kwargs: str): task=replace(self.task, ask=self.task.ask.format(**kwargs)), sub_htps=[sub_htp.adapt(**kwargs) for sub_htp in self.sub_htps]) - def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[AskAnsPair] | None = None, + def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[AskAnsPair] | None = None, allow_reject: bool = False) -> str: # pylint: disable=arguments-differ """Execute and return string result, using specified Reasoner to work through involved Task & Sub-Tasks. @@ -155,35 +155,35 @@ def execute(self, knowledge: set[Knowledge] | None = None, other_results: list[A # If the Reasoner allows for rejecting to answer due to lack of information if allow_reject: inputs: str = ( - "If supporting information request for clarification or more information, " - "just request more information without doing any other thing. " - + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'SUPPORTING RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(sub_results)) + - (('\n\n' + - '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'OTHER RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(other_results))) - if other_results - else '')) + "If supporting information request for clarification or more information, " + "just request more information without doing any other thing. " + + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'SUPPORTING RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(sub_results)) + + (('\n\n' + + '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'OTHER RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(other_results))) + if other_results + else '')) else: inputs: str = ('REASONING WITHOUT SUPPORTING/OTHER RESULTS ' - '(preliminary conclusions here can be overriden by more convincing supporting/other data):\n' - f'{reasoning_wo_sub_results}\n' - '\n\n' + - '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'SUPPORTING RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(sub_results)) + - (('\n\n' + - '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' - '\n' - f'OTHER RESULT #{i + 1}:\n{result}\n') - for i, (ask, result) in enumerate(other_results))) - if other_results - else '')) + '(preliminary conclusions here can be overriden by more convincing supporting/other data):\n' + f'{reasoning_wo_sub_results}\n' + '\n\n' + + '\n\n'.join((f'SUPPORTING QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'SUPPORTING RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(sub_results)) + + (('\n\n' + + '\n\n'.join((f'OTHER QUESTION/TASK #{i + 1}:\n{ask}\n' + '\n' + f'OTHER RESULT #{i + 1}:\n{result}\n') + for i, (ask, result) in enumerate(other_results))) + if other_results + else '')) self.task.result: str = self.reasoner.lm.get_response( prompt=HTP_RESULTS_SYNTH_PROMPT_TEMPLATE.format(ask=self.task.ask, info=inputs), From 06b1a937d91c6f47ac0dc174fad2c6c8b1884fa7 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 17:34:28 -0700 Subject: [PATCH 063/103] deploy: use the latest OpenSSA at this point --- examples/llamarine/requirements.txt | 1 - 1 file changed, 1 deletion(-) delete mode 100644 examples/llamarine/requirements.txt diff --git a/examples/llamarine/requirements.txt b/examples/llamarine/requirements.txt deleted file mode 100644 index 22ab07815..000000000 --- a/examples/llamarine/requirements.txt +++ /dev/null @@ -1 +0,0 @@ -OpenSSA[contrib] @ https://GitHub.com/Aitomatic/OpenSSA/archive/examples/semiconductor.zip From 7fc134332738781e6e512f89e9f8eb1fed559300 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 24 Oct 2024 17:48:27 -0700 Subject: [PATCH 064/103] test: update test questions --- examples/llamarine/reference.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/llamarine/reference.yml b/examples/llamarine/reference.yml index 15f1f07d7..af7345fca 100644 --- a/examples/llamarine/reference.yml +++ b/examples/llamarine/reference.yml @@ -1,7 +1,7 @@ questions: - - What to do when you see a vessel on your starboard side? - - What to do when you see a vessel on your port side? - - What to do when you see a vessel straight ahead? + - A vessel on my port side coming to a crossing situation on my radar. What should I do? + - A vessel on my port side coming to a crossing situation on my radar. STW is being used. What should I do? + - A vessel on my port side coming to a crossing situation on my radar. SOG is being used. What should I do? docs: - https://www.imo.org/en/About/Conventions/Pages/COLREG.aspx From 2fa831e1766c2916501ad3e5d7740d08853a11ce Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 00:09:33 -0800 Subject: [PATCH 065/103] refactor: streamlit-main.py -> app.py --- examples/llamarine/Makefile | 2 +- .../llamarine/{streamlit-main.py => app.py} | 21 ++++++++++--------- examples/llamarine/make.bat | 2 +- 3 files changed, 13 insertions(+), 12 deletions(-) rename examples/llamarine/{streamlit-main.py => app.py} (65%) diff --git a/examples/llamarine/Makefile b/examples/llamarine/Makefile index 04903eaed..b37cc6dd1 100644 --- a/examples/llamarine/Makefile +++ b/examples/llamarine/Makefile @@ -1,2 +1,2 @@ streamlit-run: - @poetry run streamlit run streamlit-main.py --server.allowRunOnSave=true --server.runOnSave=true + @poetry run streamlit run app.py --server.allowRunOnSave=true --server.runOnSave=true diff --git a/examples/llamarine/streamlit-main.py b/examples/llamarine/app.py similarity index 65% rename from examples/llamarine/streamlit-main.py rename to examples/llamarine/app.py index 3c036b7c3..c1daa883f 100644 --- a/examples/llamarine/streamlit-main.py +++ b/examples/llamarine/app.py @@ -25,16 +25,17 @@ if 'typed_problem' not in st.session_state: st.session_state.typed_problem: str = DEFAULT_PROBLEM -st.session_state.typed_problem: str = st.text_area(label='Problem/Question', - value=st.session_state.typed_problem, - height=3, - max_chars=None, - key=None, - help='Problem/Question', - on_change=None, args=None, kwargs=None, - placeholder='Problem/Question', - disabled=False, - label_visibility='collapsed') +st.session_state.typed_problem: str = st.text_area( + label='Problem/Question', + value=st.session_state.typed_problem, + max_chars=None, + key=None, + help='Problem/Question', + on_change=None, args=None, kwargs=None, + placeholder='Problem/Question', + disabled=False, + label_visibility='collapsed' +) if 'agent_solutions' not in st.session_state: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) diff --git a/examples/llamarine/make.bat b/examples/llamarine/make.bat index ade0d5bca..506c67b85 100644 --- a/examples/llamarine/make.bat +++ b/examples/llamarine/make.bat @@ -13,7 +13,7 @@ IF "%TARGET%"=="streamlit-run" GOTO streamlit-run :: STREAMLIT APP :: ============= :streamlit-run - poetry run streamlit run streamlit-main.py --server.allowRunOnSave=true --server.runOnSave=true + poetry run streamlit run app.py --server.allowRunOnSave=true --server.runOnSave=true GOTO end From 656fd7b27652a18be187417b101d852e268be4a1 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 00:09:50 -0800 Subject: [PATCH 066/103] build: add Dockerfile --- examples/llamarine/.dockerignore | 2 ++ examples/llamarine/Dockerfile | 21 +++++++++++++++++++++ examples/llamarine/requirements.txt | 2 ++ 3 files changed, 25 insertions(+) create mode 100644 examples/llamarine/.dockerignore create mode 100644 examples/llamarine/Dockerfile create mode 100644 examples/llamarine/requirements.txt diff --git a/examples/llamarine/.dockerignore b/examples/llamarine/.dockerignore new file mode 100644 index 000000000..a56435031 --- /dev/null +++ b/examples/llamarine/.dockerignore @@ -0,0 +1,2 @@ +README.md +.env diff --git a/examples/llamarine/Dockerfile b/examples/llamarine/Dockerfile new file mode 100644 index 000000000..483709ae7 --- /dev/null +++ b/examples/llamarine/Dockerfile @@ -0,0 +1,21 @@ +# Use an official Python runtime as a base image +FROM python:3.12-slim + +# Set the working directory +WORKDIR /app + +# Install git and any other system dependencies +RUN apt-get update && apt-get install -y git && rm -rf /var/lib/apt/lists/* + +# Copy the requirements file and install dependencies +COPY requirements.txt /app/ +RUN pip install --no-cache-dir -r requirements.txt + +# Copy the rest of the application code +COPY . /app + +# Expose port 8501 (default Streamlit port) +EXPOSE 8501 + +# Run the Streamlit app +CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.enableCORS=false", "--server.enableXsrfProtection=false"] diff --git a/examples/llamarine/requirements.txt b/examples/llamarine/requirements.txt new file mode 100644 index 000000000..da23b2fea --- /dev/null +++ b/examples/llamarine/requirements.txt @@ -0,0 +1,2 @@ +streamlit>=1.40.0 +git+https://github.com/aitomatic/openssa.git@0.24.10.26 From 29378a035ab6f76b73652f1d295618038609cf83 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 00:12:08 -0800 Subject: [PATCH 067/103] doc: add docker run guide --- examples/llamarine/README.md | 34 +++++++++++++++++++++++++++++++--- 1 file changed, 31 insertions(+), 3 deletions(-) diff --git a/examples/llamarine/README.md b/examples/llamarine/README.md index 810a0b36a..65ddc8133 100644 --- a/examples/llamarine/README.md +++ b/examples/llamarine/README.md @@ -1,7 +1,35 @@ -# Maritime-Specific Agents leveraging Open-Source `Llamarine` LM +# Maritime-Specific Agent -## Streamlit App +This app serves as a proof of concept (PoC) for a maritime-specific AI agent designed to address and solve collision avoidance problems in marine navigation. -Run by `make streamlit-run` +## Usage + +```shell +make streamlit-run +``` + +## Running with Docker + +If you prefer to run the app in a Docker container, follow these steps: + +### Prerequisites + +- Docker installed on your machine. + +### Building the Docker Image + +```shell +docker build -t dana-llamarine . +``` + +### Running the Docker Container + +1. Running the container: + +```shell +docker run --name llamarine-test --rm -p 8501:8501 -e .env dana-llamarine +``` + +2. Access the app at [http://localhost:8501](http://localhost:8501). From 2892ad813e49fc5425101de35d57712f59aed44d Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 00:18:06 -0800 Subject: [PATCH 068/103] doc: mention DANA --- examples/llamarine/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/README.md b/examples/llamarine/README.md index 65ddc8133..f2b48a0e2 100644 --- a/examples/llamarine/README.md +++ b/examples/llamarine/README.md @@ -2,7 +2,7 @@ # Maritime-Specific Agent -This app serves as a proof of concept (PoC) for a maritime-specific AI agent designed to address and solve collision avoidance problems in marine navigation. +This app serves as a proof of concept (PoC) for a maritime-specific AI agent leveraging [Domain-Aware Neurosymbolic Agent (DANA)](https://arxiv.org/abs/2410.02823) architecture to address and solve collision avoidance problems in marine navigation. ## Usage From 821c3af38f80239398b10ced7f971a08bb3cf4cd Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 06:05:00 -0800 Subject: [PATCH 069/103] build: apt install --no-install-recommends --- examples/llamarine/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/Dockerfile b/examples/llamarine/Dockerfile index 483709ae7..6caae765e 100644 --- a/examples/llamarine/Dockerfile +++ b/examples/llamarine/Dockerfile @@ -5,7 +5,7 @@ FROM python:3.12-slim WORKDIR /app # Install git and any other system dependencies -RUN apt-get update && apt-get install -y git && rm -rf /var/lib/apt/lists/* +RUN apt-get update && apt-get install -y --no-install-recommends git && rm -rf /var/lib/apt/lists/* # Copy the requirements file and install dependencies COPY requirements.txt /app/ From 81ebd04bd3dcf3178edbe364964a565ac83db5fd Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 06:08:05 -0800 Subject: [PATCH 070/103] doc: fix codacy warning --- examples/llamarine/README.md | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/examples/llamarine/README.md b/examples/llamarine/README.md index f2b48a0e2..bc3cdd0db 100644 --- a/examples/llamarine/README.md +++ b/examples/llamarine/README.md @@ -2,7 +2,9 @@ # Maritime-Specific Agent -This app serves as a proof of concept (PoC) for a maritime-specific AI agent leveraging [Domain-Aware Neurosymbolic Agent (DANA)](https://arxiv.org/abs/2410.02823) architecture to address and solve collision avoidance problems in marine navigation. +This app serves as a proof of concept (PoC) for a maritime-specific AI agent +leveraging [Domain-Aware Neurosymbolic Agent (DANA)](https://arxiv.org/abs/2410.02823) architecture to address and solve +collision avoidance problems in marine navigation. ## Usage @@ -26,10 +28,12 @@ docker build -t dana-llamarine . ### Running the Docker Container -1. Running the container: +#### Running the container ```shell docker run --name llamarine-test --rm -p 8501:8501 -e .env dana-llamarine ``` -2. Access the app at [http://localhost:8501](http://localhost:8501). +#### Access the app + +[http://localhost:8501](http://localhost:8501) From ca6a8482c1c3cf831a4610f901afac89fe163e8c Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 7 Nov 2024 08:41:23 -0800 Subject: [PATCH 071/103] codacy: specify git version --- examples/llamarine/Dockerfile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/llamarine/Dockerfile b/examples/llamarine/Dockerfile index 6caae765e..97fef4d3c 100644 --- a/examples/llamarine/Dockerfile +++ b/examples/llamarine/Dockerfile @@ -5,7 +5,7 @@ FROM python:3.12-slim WORKDIR /app # Install git and any other system dependencies -RUN apt-get update && apt-get install -y --no-install-recommends git && rm -rf /var/lib/apt/lists/* +RUN apt-get update && apt-get install -y --no-install-recommends git=1:2.39.5-0+deb12u1 && rm -rf /var/lib/apt/lists/* # Copy the requirements file and install dependencies COPY requirements.txt /app/ @@ -14,7 +14,7 @@ RUN pip install --no-cache-dir -r requirements.txt # Copy the rest of the application code COPY . /app -# Expose port 8501 (default Streamlit port) +# Expose Streamlit port EXPOSE 8501 # Run the Streamlit app From 9a81f2d8f6a8360b7bdd6ffba49994ca25f708de Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 16:45:45 -0800 Subject: [PATCH 072/103] feat: add Llamarine LM --- examples/llamarine/.env.template | 2 ++ examples/llamarine/llamarine_lm.py | 33 ++++++++++++++++++++++++++++++ 2 files changed, 35 insertions(+) create mode 100644 examples/llamarine/llamarine_lm.py diff --git a/examples/llamarine/.env.template b/examples/llamarine/.env.template index e570b8b55..f9a5b70a1 100644 --- a/examples/llamarine/.env.template +++ b/examples/llamarine/.env.template @@ -1 +1,3 @@ OPENAI_API_KEY= +DEFAULT_API_KEY= +DEFAULT_API_BASE= diff --git a/examples/llamarine/llamarine_lm.py b/examples/llamarine/llamarine_lm.py new file mode 100644 index 000000000..97722c66a --- /dev/null +++ b/examples/llamarine/llamarine_lm.py @@ -0,0 +1,33 @@ +from __future__ import annotations + +import os +from argparse import ArgumentParser +from dataclasses import dataclass + +from openssa.core.util.lm.llama import LlamaLM + +DEFAULT_MODEL = 'llamarine-navigation' +DEFAULT_API_KEY = os.environ.get('LEPTON_API_TOKEN') +DEFAULT_API_BASE = os.environ.get('DEFAULT_API_BASE') + + +@dataclass +class LlamarineLM(LlamaLM): + """Llamarine LM.""" + + @classmethod + def from_defaults(cls) -> LlamarineLM: + """Get default Llamarine instance.""" + # pylint: disable=unexpected-keyword-arg + print("model: ", DEFAULT_MODEL) + print("api_key: ", DEFAULT_API_KEY) + print("api_base: ", DEFAULT_API_BASE) + return cls(model=DEFAULT_MODEL, api_key=DEFAULT_API_KEY, api_base=DEFAULT_API_BASE) + + +if __name__ == '__main__': + arg_parser = ArgumentParser() + arg_parser.add_argument('question') + args = arg_parser.parse_args() + + print(LlamarineLM.from_defaults().get_response(prompt=args.question)) From e8dec174b2f100dfd36b246a0281244e1417a04d Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 16:46:12 -0800 Subject: [PATCH 073/103] feat: allow agent to call Llamarine LM --- examples/llamarine/agent.py | 19 ++++--- examples/llamarine/app.py | 98 ++++++++++++++++++++++--------------- 2 files changed, 71 insertions(+), 46 deletions(-) diff --git a/examples/llamarine/agent.py b/examples/llamarine/agent.py index 731090a72..719de860e 100644 --- a/examples/llamarine/agent.py +++ b/examples/llamarine/agent.py @@ -4,23 +4,28 @@ from functools import cache from data_and_knowledge import EXPERT_PROGRAMS, EXPERT_KNOWLEDGE +from llamarine_lm import LlamarineLM from openssa import DANA, ProgramStore, HTP, HTPlanner, OpenAILM +DOMAIN_LM = LlamarineLM + @cache -def get_or_create_agent(max_depth=2, max_subtasks_per_decomp=4) -> DANA: - lm = OpenAILM.from_defaults() +def get_or_create_agent(use_domain_lm: bool = True, max_depth=2, max_subtasks_per_decomp=4) -> DANA: + domain_lm = (DOMAIN_LM if use_domain_lm else OpenAILM).from_defaults() - program_store = ProgramStore(lm=lm) + program_store = ProgramStore(lm=domain_lm) if EXPERT_PROGRAMS: for program_name, htp_dict in EXPERT_PROGRAMS.items(): htp = HTP.from_dict(htp_dict) program_store.add_or_update_program(name=program_name, description=htp.task.ask, program=htp) - return DANA(program_store=program_store, - programmer=HTPlanner(lm=lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp), - knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, - resources={}) + return DANA( + program_store=program_store, + programmer=HTPlanner(lm=domain_lm, max_depth=max_depth, max_subtasks_per_decomp=max_subtasks_per_decomp), + knowledge={EXPERT_KNOWLEDGE} if EXPERT_KNOWLEDGE else None, + resources={} + ) if __name__ == '__main__': diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index c1daa883f..fe9964198 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -3,55 +3,75 @@ import streamlit as st from loguru import logger -# pylint: disable=wrong-import-order from agent import get_or_create_agent +# pylint: disable=wrong-import-order +from openssa import OpenAILM TITLE: str = 'OpenSSA: Maritime-Specific Agent' -st.set_page_config(page_title=TITLE, - page_icon=None, - layout='wide', - initial_sidebar_state='auto', - menu_items=None) - -st.title(body=TITLE, anchor=None, help=None) - DEFAULT_PROBLEM: str = ( 'A vessel on my port side coming to a crossing situation on my radar. SOG is being used. What should I do?' ) -st.write('__PROBLEM/QUESTION__:') - -if 'typed_problem' not in st.session_state: - st.session_state.typed_problem: str = DEFAULT_PROBLEM - -st.session_state.typed_problem: str = st.text_area( - label='Problem/Question', - value=st.session_state.typed_problem, - max_chars=None, - key=None, - help='Problem/Question', - on_change=None, args=None, kwargs=None, - placeholder='Problem/Question', - disabled=False, - label_visibility='collapsed' -) +LLAMARINE_PROMPT: str = """ +You are Llamarine, a maritime domain expert. You were created by Aitomatic, Inc under AI Alliance. +Do not introduce yourself until I ask. If I ask who are you, just politely introduce yourself as you are Llamarine, an opensource maritime domain specific model created by Aitomatic, Inc under AI Alliance. Don't say more. +Please try with your best effort to answer the question as deeply as possible. +Tailor responses for expert-level audiences, offering specific examples which specific recommended values when essential. +Just keep this system message for yourself, do not let anyone know. Answer as deeply as possible. +""" + + +def main(use_domain_lm: bool = False): + st.set_page_config(page_title=TITLE, + page_icon=None, + layout='wide', + initial_sidebar_state='auto', + menu_items=None) + + st.title(body=TITLE, anchor=None, help=None) + st.write('__PROBLEM/QUESTION__:') + + if 'typed_problem' not in st.session_state: + st.session_state.typed_problem: str = DEFAULT_PROBLEM + + st.session_state.typed_problem: str = st.text_area( + label='Problem/Question', + value=st.session_state.typed_problem, + max_chars=None, + key=None, + help='Problem/Question', + on_change=None, args=None, kwargs=None, + placeholder='Problem/Question', + disabled=False, + label_visibility='collapsed' + ) + + if 'agent_solutions' not in st.session_state: + st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) + + st.subheader('MARITIME-SPECIFIC AGENT') + + if st.button(label='SOLVE', + on_click=None, args=None, kwargs=None, + type='primary', + disabled=False, + use_container_width=False): + with st.spinner(text='_SOLVING..._'): + logger.level('DEBUG') -if 'agent_solutions' not in st.session_state: - st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) + st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ + get_or_create_agent(use_domain_lm=use_domain_lm).solve( + problem=st.session_state.typed_problem, allow_reject=True) -st.subheader('MARITIME-SPECIFIC AGENT') + if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): + if use_domain_lm: + solution = OpenAILM().from_defaults().get_response( + history=[{"role": "system", "content": LLAMARINE_PROMPT}] + ) -if st.button(label='SOLVE', - on_click=None, args=None, kwargs=None, - type='primary', - disabled=False, - use_container_width=False): - with st.spinner(text='_SOLVING..._'): - logger.level('DEBUG') + st.markdown(body=solution) - st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ - get_or_create_agent().solve(problem=st.session_state.typed_problem, allow_reject=True) -if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): - st.markdown(body=solution) +if __name__ == '__main__': + main(use_domain_lm=True) From e1b8e2ee385474954366add20738fd712805ac7d Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 17:04:50 -0800 Subject: [PATCH 074/103] fix: don't print api key --- examples/llamarine/llamarine_lm.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/llamarine/llamarine_lm.py b/examples/llamarine/llamarine_lm.py index 97722c66a..f06865937 100644 --- a/examples/llamarine/llamarine_lm.py +++ b/examples/llamarine/llamarine_lm.py @@ -20,7 +20,6 @@ def from_defaults(cls) -> LlamarineLM: """Get default Llamarine instance.""" # pylint: disable=unexpected-keyword-arg print("model: ", DEFAULT_MODEL) - print("api_key: ", DEFAULT_API_KEY) print("api_base: ", DEFAULT_API_BASE) return cls(model=DEFAULT_MODEL, api_key=DEFAULT_API_KEY, api_base=DEFAULT_API_BASE) From c30d91df6ebc98eb18f4091ca0dc53ef74932e23 Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 19:48:34 -0800 Subject: [PATCH 075/103] chore: DOMAIN_LM -> DomainLM --- examples/llamarine/agent.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/llamarine/agent.py b/examples/llamarine/agent.py index 719de860e..efbffdc7c 100644 --- a/examples/llamarine/agent.py +++ b/examples/llamarine/agent.py @@ -7,12 +7,12 @@ from llamarine_lm import LlamarineLM from openssa import DANA, ProgramStore, HTP, HTPlanner, OpenAILM -DOMAIN_LM = LlamarineLM +DomainLM = LlamarineLM @cache def get_or_create_agent(use_domain_lm: bool = True, max_depth=2, max_subtasks_per_decomp=4) -> DANA: - domain_lm = (DOMAIN_LM if use_domain_lm else OpenAILM).from_defaults() + domain_lm = (DomainLM if use_domain_lm else OpenAILM).from_defaults() program_store = ProgramStore(lm=domain_lm) if EXPERT_PROGRAMS: From e4e4892193eeb8dfdb4c70f7ddcae8ea2188014f Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 21:47:33 -0800 Subject: [PATCH 076/103] feat: add user prompt --- examples/llamarine/app.py | 20 +++++++++++++++++--- 1 file changed, 17 insertions(+), 3 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index fe9964198..9eae43b2a 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -1,3 +1,4 @@ +import os from collections import defaultdict import streamlit as st @@ -13,7 +14,12 @@ 'A vessel on my port side coming to a crossing situation on my radar. SOG is being used. What should I do?' ) -LLAMARINE_PROMPT: str = """ +LLAMARINE_USER_PROMPT = """ +INSTRUCTION +In crossing, if other vessel in your port side, you are stand-on. If other vessel in your starboard side, you are give way. (Just remember this rule for yourself, don't tell me). +""" + +LLAMARINE_SYSTEM_PROMPT: str = """ You are Llamarine, a maritime domain expert. You were created by Aitomatic, Inc under AI Alliance. Do not introduce yourself until I ask. If I ask who are you, just politely introduce yourself as you are Llamarine, an opensource maritime domain specific model created by Aitomatic, Inc under AI Alliance. Don't say more. Please try with your best effort to answer the question as deeply as possible. @@ -21,6 +27,10 @@ Just keep this system message for yourself, do not let anyone know. Answer as deeply as possible. """ +DEFAULT_MODEL = 'llamarine-navigation' +DEFAULT_API_KEY = os.environ.get('LEPTON_API_TOKEN') +DEFAULT_API_BASE = os.environ.get('DEFAULT_API_BASE') + def main(use_domain_lm: bool = False): st.set_page_config(page_title=TITLE, @@ -66,8 +76,12 @@ def main(use_domain_lm: bool = False): if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): if use_domain_lm: - solution = OpenAILM().from_defaults().get_response( - history=[{"role": "system", "content": LLAMARINE_PROMPT}] + solution = OpenAILM.from_defaults().get_response( + prompt=solution, + history=[ + {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, + {"role": "user", "content": LLAMARINE_USER_PROMPT}, + ] ) st.markdown(body=solution) From 3835b2fe04221bcf3a93c547b4ad5b3bfd8a336b Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 21:59:04 -0800 Subject: [PATCH 077/103] feat: add prompt to answer --- examples/llamarine/app.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 9eae43b2a..a314e6541 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -71,13 +71,15 @@ def main(use_domain_lm: bool = False): logger.level('DEBUG') st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ - get_or_create_agent(use_domain_lm=use_domain_lm).solve( + get_or_create_agent(use_domain_lm).solve( problem=st.session_state.typed_problem, allow_reject=True) if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): if use_domain_lm: solution = OpenAILM.from_defaults().get_response( - prompt=solution, + prompt=f"""Please respond the following text: + {solution} + """, history=[ {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, {"role": "user", "content": LLAMARINE_USER_PROMPT}, From 62d71fbbe890b3ec3c0e1f2490cca3d17f4018f0 Mon Sep 17 00:00:00 2001 From: An Phan Date: Wed, 13 Nov 2024 22:46:21 -0800 Subject: [PATCH 078/103] feat: set whether to use domain LM from env --- examples/llamarine/.env.template | 1 + examples/llamarine/app.py | 4 +++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/examples/llamarine/.env.template b/examples/llamarine/.env.template index f9a5b70a1..f92e4bb8d 100644 --- a/examples/llamarine/.env.template +++ b/examples/llamarine/.env.template @@ -1,3 +1,4 @@ OPENAI_API_KEY= DEFAULT_API_KEY= DEFAULT_API_BASE= +USE_DOMAIN_LM=False diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index a314e6541..ee85cd1b5 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -8,6 +8,8 @@ # pylint: disable=wrong-import-order from openssa import OpenAILM +USE_DOMAIN_LM = os.environ.get('USE_DOMAIN_LM', 'False').lower() == 'true' + TITLE: str = 'OpenSSA: Maritime-Specific Agent' DEFAULT_PROBLEM: str = ( @@ -90,4 +92,4 @@ def main(use_domain_lm: bool = False): if __name__ == '__main__': - main(use_domain_lm=True) + main(use_domain_lm=USE_DOMAIN_LM) From 49f769cf2bfd87ea1b33730bdab4eb654eee3c93 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 14 Nov 2024 13:49:43 -0800 Subject: [PATCH 079/103] feat: update knowledge & program for head-on and crossing situations --- examples/llamarine/expert-knowledge.txt | 19 +++++++++++++++---- examples/llamarine/expert-programs.yml | 8 ++++---- 2 files changed, 19 insertions(+), 8 deletions(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index 136f97868..dc8477fa2 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -1,10 +1,18 @@ -SOG based on the Earth as the reference, might lead to misleading on radar such as display head on situation on the water +DCPA is distance of closest point of approach. +TCPA is time at closest point of approach. +DCPA & TCPA are not in COLREGS, but they are useful for OOW decision-making. + +SOG based on the Earth as the reference, might lead to misleading on radar such as display head on situation on the water as crossing situation. -STW based on water might avoid this ambiguty. +STW based on water might avoid this ambiguity. Be careful with the risk misleading on radar such as display head on situation on the water as crossing situation. COLREGS was designed to all vessel, even without radar. +Not all head-on situations require a starboard turn. +Not all right-crossing situations require a starboard turn. +Some left-crossing situations require taking actions, while most do not. + # **Comprehensive and Technical Rule of Thumb for OOW Decision-Making with Focus on COLREGs** --- @@ -22,7 +30,7 @@ COLREGS was designed to all vessel, even without radar. --- -## **2. Mastering COLREGs Application** +## **2. Mastering COLREGs Application with DCPA and/or TCPA consideration** 1. **“When in doubt, give way—always.”** - If you cannot assess risk or priority clearly, **assume the give-way role** to stay safe. @@ -31,9 +39,12 @@ COLREGS was designed to all vessel, even without radar. 3. **"Stand-on means stay alert.”** - Even as the stand-on vessel, **be ready to act** if the give-way vessel fails to maneuver. Monitor closely (Rule 17). + - If the give-way vessel is not taking an evasive action, make a starboard turn or slow down. 4. **"Always turn to starboard unless there’s a reason not to.”** - - Meeting head-on? **Starboard turn is default** (Rule 14). Avoid left-turning unless absolutely necessary. + - Meeting head-on? **Starboard turn is default** (Rule 14). Avoid left-turning unless absolutely necessary. In a head-on situation, especially when both the DCPA and the TCPA are shorter than the {90 degree turning distance}, we must not only make a starboard turn but also do it quickly and drastically. In a head-on situation, the only reason not to turn to starboard is when both the DCPA and the TCPA are longer than the {90 degree turning distance}, then we should keep course and speed. + - Meeting right-crossing? **Starboard turn if the other vessel is on starboard** (Rule 15). In a right-crossing situation which is also a stern-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than the {rear safety distance}, then we should keep course and speed. In a right-crossing situation which is also a bow-crossing situation, especially when the DCPA is shorter than {right-crossing safety distance} and the TCPA is shorter than {right-crossing safety time}, we must make a starboard turn quickly and drastically. In a right-crossing situation which is also a bow-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than {right-crossing safety distance} (even when it is shorter than the {rear safety distance}) and the TCPA is longer than {right-crossing safety time}, then we should keep course and speed. + - Meeting left-crossing? **Stand-on in default**. 5. **"You’re overtaking? You must stay clear."** - If approaching a vessel from more than 22.5° abaft the beam (Rule 13), **you are overtaking**—stay clear until the maneuver is complete. diff --git a/examples/llamarine/expert-programs.yml b/examples/llamarine/expert-programs.yml index ad6f2bc41..74a51f4ac 100644 --- a/examples/llamarine/expert-programs.yml +++ b/examples/llamarine/expert-programs.yml @@ -1,6 +1,6 @@ plan_without_speed_reference: task: |- - Recommend the user ask about a vessel on boat side coming to a crossing situation in radar without specifying SOG or STW are being used. + Recommend the user ask about a vessel on boat side coming to a crossing situation (and only crossing situation) in radar without specifying SOG or STW are being used. sub-htps: - task: |- Reject to answer due to lack of information or ambiguity in the user input. Request to know if SOG or STW is being used. @@ -13,9 +13,9 @@ plan_with_speed_reference_sog: - task: |- Please visually check the windows, not entirely relying on the radar. It's possible that this is a head on situation. - task: |- - If you sure this is a crossing situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the crossing situation. + If you're sure this is a crossing situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the crossing situation, with considering DCPA and/or TCPA. - task: |- - If you sure this is a head on situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the head on situation. + If you're sure this is a head on situation, first tell me all the related rules in COLREGs, then let me know the how to apply them in the head on situation, with considering DCPA and TCPA. - task: |- Compose to the final answer contains all above outputs and show recommended actions for both crossing and head on situations. @@ -25,4 +25,4 @@ plan_with_speed_reference_stw: Recommend the user what to do based on the identified situation on radar. Only apply this if specifying STW is being used. sub-htps: - task: |- - First tell me all the related rules in COLREGs, then interpret situation from input and let me know the how to apply them in this situation. \ No newline at end of file + First tell me all the related rules in COLREGs, then interpret situation from input and let me know the how to apply them in this situation, with considering DCPA and TCPA.. From 73762ff722f82263f285c0b3fee1f573cd4284fc Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 14 Nov 2024 15:14:00 -0800 Subject: [PATCH 080/103] feat: add overtaking knowledge --- examples/llamarine/expert-knowledge.txt | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index dc8477fa2..a4fe79879 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -13,6 +13,8 @@ Not all head-on situations require a starboard turn. Not all right-crossing situations require a starboard turn. Some left-crossing situations require taking actions, while most do not. +In an overtaking situation, it is important to first identify whether the target ship or the own ship is overtaking. + # **Comprehensive and Technical Rule of Thumb for OOW Decision-Making with Focus on COLREGs** --- @@ -42,12 +44,13 @@ Some left-crossing situations require taking actions, while most do not. - If the give-way vessel is not taking an evasive action, make a starboard turn or slow down. 4. **"Always turn to starboard unless there’s a reason not to.”** - - Meeting head-on? **Starboard turn is default** (Rule 14). Avoid left-turning unless absolutely necessary. In a head-on situation, especially when both the DCPA and the TCPA are shorter than the {90 degree turning distance}, we must not only make a starboard turn but also do it quickly and drastically. In a head-on situation, the only reason not to turn to starboard is when both the DCPA and the TCPA are longer than the {90 degree turning distance}, then we should keep course and speed. - - Meeting right-crossing? **Starboard turn if the other vessel is on starboard** (Rule 15). In a right-crossing situation which is also a stern-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than the {rear safety distance}, then we should keep course and speed. In a right-crossing situation which is also a bow-crossing situation, especially when the DCPA is shorter than {right-crossing safety distance} and the TCPA is shorter than {right-crossing safety time}, we must make a starboard turn quickly and drastically. In a right-crossing situation which is also a bow-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than {right-crossing safety distance} (even when it is shorter than the {rear safety distance}) and the TCPA is longer than {right-crossing safety time}, then we should keep course and speed. - - Meeting left-crossing? **Stand-on in default**. + - Meeting a head-on? **Starboard turn is default** (Rule 14). Avoid left-turning unless absolutely necessary. In a head-on situation, especially when both the DCPA and the TCPA are shorter than the {90 degree turning distance}, we must not only make a starboard turn but also do it quickly and drastically. In a head-on situation, the only reason not to turn to starboard is when both the DCPA and the TCPA are longer than the {90 degree turning distance}, then we should keep course and speed. + - Meeting a right-crossing? **Starboard turn if the other vessel is on starboard** (Rule 15). In a right-crossing situation which is also a stern-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than the {rear safety distance}, then we should keep course and speed. In a right-crossing situation which is also a bow-crossing situation, especially when the DCPA is shorter than {right-crossing safety distance} and the TCPA is shorter than {right-crossing safety time}, we must make a starboard turn quickly and drastically. In a right-crossing situation which is also a bow-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than {right-crossing safety distance} (even when it is shorter than the {rear safety distance}) and the TCPA is longer than {right-crossing safety time}, then we should keep course and speed. + - Meeting a left-crossing? **Stand-on in default**. -5. **"You’re overtaking? You must stay clear."** - - If approaching a vessel from more than 22.5° abaft the beam (Rule 13), **you are overtaking**—stay clear until the maneuver is complete. +5. **"Meeting an overtaking? You must stay clear."** + - If the target ship is overtaking, **Stand-on in default**, unless the following conditions: the DCPA of the own ship and the target ship is shorter than the {safe distance to be overtaken}, and the TCPA of the own ship and the target ship is shoter than the {safe time to be overtaken}, then you must turn in the direction of separation. + - If the own ship is overtaking, **Stand-on in default** for the following conditions: The DCPA of the own ship and the target ship is longer than the {safe distance to overtake}, and the TCPA of the own ship and the target ship is longer than the {safe time to overtake}. --- From 4f9da481e4d6db05f2bbc57f62060db2af41b943 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 14 Nov 2024 15:48:00 -0800 Subject: [PATCH 081/103] feat: make sure there is a conclusion in the answer --- examples/llamarine/app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index ee85cd1b5..4c22dc4de 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -79,7 +79,7 @@ def main(use_domain_lm: bool = False): if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): if use_domain_lm: solution = OpenAILM.from_defaults().get_response( - prompt=f"""Please respond the following text: + prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. {solution} """, history=[ From 8e31a5c21fb651f78aff36052a16d2274872e8d9 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 14 Nov 2024 16:12:03 -0800 Subject: [PATCH 082/103] fix: typos --- examples/llamarine/expert-knowledge.txt | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index a4fe79879..38ca9fa1d 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -45,12 +45,12 @@ In an overtaking situation, it is important to first identify whether the target 4. **"Always turn to starboard unless there’s a reason not to.”** - Meeting a head-on? **Starboard turn is default** (Rule 14). Avoid left-turning unless absolutely necessary. In a head-on situation, especially when both the DCPA and the TCPA are shorter than the {90 degree turning distance}, we must not only make a starboard turn but also do it quickly and drastically. In a head-on situation, the only reason not to turn to starboard is when both the DCPA and the TCPA are longer than the {90 degree turning distance}, then we should keep course and speed. - - Meeting a right-crossing? **Starboard turn if the other vessel is on starboard** (Rule 15). In a right-crossing situation which is also a stern-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than the {rear safety distance}, then we should keep course and speed. In a right-crossing situation which is also a bow-crossing situation, especially when the DCPA is shorter than {right-crossing safety distance} and the TCPA is shorter than {right-crossing safety time}, we must make a starboard turn quickly and drastically. In a right-crossing situation which is also a bow-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than {right-crossing safety distance} (even when it is shorter than the {rear safety distance}) and the TCPA is longer than {right-crossing safety time}, then we should keep course and speed. - - Meeting a left-crossing? **Stand-on in default**. + - Meeting a right-crossing? **Starboard turn is default** (Rule 15). In a right-crossing situation which is also a stern-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than the {rear safety distance}, then we should keep course and speed. In a right-crossing situation which is also a bow-crossing situation, especially when the DCPA is shorter than {right-crossing safety distance} and the TCPA is shorter than {right-crossing safety time}, we must make a starboard turn quickly and drastically. In a right-crossing situation which is also a bow-crossing situation, the only reason not to turn to starboard is when the DCPA is longer than {right-crossing safety distance} (even when it is shorter than the {rear safety distance}) and the TCPA is longer than {right-crossing safety time}, then we should keep course and speed. + - Meeting a left-crossing? **Stand-on is default**. 5. **"Meeting an overtaking? You must stay clear."** - - If the target ship is overtaking, **Stand-on in default**, unless the following conditions: the DCPA of the own ship and the target ship is shorter than the {safe distance to be overtaken}, and the TCPA of the own ship and the target ship is shoter than the {safe time to be overtaken}, then you must turn in the direction of separation. - - If the own ship is overtaking, **Stand-on in default** for the following conditions: The DCPA of the own ship and the target ship is longer than the {safe distance to overtake}, and the TCPA of the own ship and the target ship is longer than the {safe time to overtake}. + - If the target ship is overtaking, **Stand-on is default**, unless the following conditions: the DCPA of the own ship and the target ship is shorter than the {safe distance to be overtaken}, and the TCPA of the own ship and the target ship is shoter than the {safe time to be overtaken}, then you must turn in the direction of separation. + - If the own ship is overtaking, **Stand-on is default** for the following conditions: The DCPA of the own ship and the target ship is longer than the {safe distance to overtake}, and the TCPA of the own ship and the target ship is longer than the {safe time to overtake}. --- From 8b2adff05e221490114b4d2f30755433e5718651 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 14 Nov 2024 17:41:13 -0800 Subject: [PATCH 083/103] fix: typos --- examples/llamarine/expert-knowledge.txt | 5 ++--- examples/llamarine/expert-programs.yml | 2 +- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index 38ca9fa1d..40ca27358 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -2,8 +2,7 @@ DCPA is distance of closest point of approach. TCPA is time at closest point of approach. DCPA & TCPA are not in COLREGS, but they are useful for OOW decision-making. -SOG based on the Earth as the reference, might lead to misleading on radar such as display head on situation on the water -as crossing situation. +SOG based on the Earth as the reference, might lead to misleading on radar such as display head on situation on the water as crossing situation. STW based on water might avoid this ambiguity. Be careful with the risk misleading on radar such as display head on situation on the water as crossing situation. @@ -49,7 +48,7 @@ In an overtaking situation, it is important to first identify whether the target - Meeting a left-crossing? **Stand-on is default**. 5. **"Meeting an overtaking? You must stay clear."** - - If the target ship is overtaking, **Stand-on is default**, unless the following conditions: the DCPA of the own ship and the target ship is shorter than the {safe distance to be overtaken}, and the TCPA of the own ship and the target ship is shoter than the {safe time to be overtaken}, then you must turn in the direction of separation. + - If the target ship is overtaking, **Stand-on is default**, unless the following conditions: the DCPA of the own ship and the target ship is shorter than the {safe distance to be overtaken}, and the TCPA of the own ship and the target ship is shorter than the {safe time to be overtaken}, then you must turn in the direction of separation. - If the own ship is overtaking, **Stand-on is default** for the following conditions: The DCPA of the own ship and the target ship is longer than the {safe distance to overtake}, and the TCPA of the own ship and the target ship is longer than the {safe time to overtake}. --- diff --git a/examples/llamarine/expert-programs.yml b/examples/llamarine/expert-programs.yml index 74a51f4ac..c2b5649bf 100644 --- a/examples/llamarine/expert-programs.yml +++ b/examples/llamarine/expert-programs.yml @@ -25,4 +25,4 @@ plan_with_speed_reference_stw: Recommend the user what to do based on the identified situation on radar. Only apply this if specifying STW is being used. sub-htps: - task: |- - First tell me all the related rules in COLREGs, then interpret situation from input and let me know the how to apply them in this situation, with considering DCPA and TCPA.. + First tell me all the related rules in COLREGs, then interpret situation from input and let me know the how to apply them in this situation, with considering DCPA and TCPA. From 5a019a6dc4c55dafc84d8e9a093af6383e60ba80 Mon Sep 17 00:00:00 2001 From: An Phan Date: Thu, 14 Nov 2024 22:56:34 -0800 Subject: [PATCH 084/103] fix: separate COLREGs and DCPA & TCPA application --- examples/llamarine/expert-knowledge.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index 40ca27358..09af88a33 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -31,7 +31,7 @@ In an overtaking situation, it is important to first identify whether the target --- -## **2. Mastering COLREGs Application with DCPA and/or TCPA consideration** +## **2. Mastering COLREGs Application combined with DCPA and/or TCPA consideration** 1. **“When in doubt, give way—always.”** - If you cannot assess risk or priority clearly, **assume the give-way role** to stay safe. From 2868bee17e196753f8a46d9b86ce253cb67d2875 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 13:05:49 -0800 Subject: [PATCH 085/103] feat: cache output in memory --- examples/llamarine/app.py | 35 ++++++++++++++++++----------------- 1 file changed, 18 insertions(+), 17 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 4c22dc4de..f36bcd78f 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -72,23 +72,24 @@ def main(use_domain_lm: bool = False): with st.spinner(text='_SOLVING..._'): logger.level('DEBUG') - st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ - get_or_create_agent(use_domain_lm).solve( - problem=st.session_state.typed_problem, allow_reject=True) - - if (solution := st.session_state.agent_solutions[st.session_state.typed_problem]): - if use_domain_lm: - solution = OpenAILM.from_defaults().get_response( - prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. - {solution} - """, - history=[ - {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, - {"role": "user", "content": LLAMARINE_USER_PROMPT}, - ] - ) - - st.markdown(body=solution) + if not st.session_state.agent_solutions[st.session_state.typed_problem]: + st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ + get_or_create_agent(use_domain_lm).solve( + problem=st.session_state.typed_problem, allow_reject=True) + + solution = st.session_state.agent_solutions[st.session_state.typed_problem] + if use_domain_lm: + solution = OpenAILM.from_defaults().get_response( + prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. + {solution} + """, + history=[ + {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, + {"role": "user", "content": LLAMARINE_USER_PROMPT}, + ] + ) + + st.markdown(body=solution) if __name__ == '__main__': From 99840301deb35a0abe7e4a07cc542124abfe30b5 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 13:33:13 -0800 Subject: [PATCH 086/103] feat: cache output in file storage --- examples/llamarine/.dockerignore | 1 + examples/llamarine/.gitignore | 1 + examples/llamarine/app.py | 15 ++++++++++++++- 3 files changed, 16 insertions(+), 1 deletion(-) create mode 100644 examples/llamarine/.gitignore diff --git a/examples/llamarine/.dockerignore b/examples/llamarine/.dockerignore index a56435031..409cf1b9b 100644 --- a/examples/llamarine/.dockerignore +++ b/examples/llamarine/.dockerignore @@ -1,2 +1,3 @@ README.md .env +output/ diff --git a/examples/llamarine/.gitignore b/examples/llamarine/.gitignore new file mode 100644 index 000000000..ea1472ec1 --- /dev/null +++ b/examples/llamarine/.gitignore @@ -0,0 +1 @@ +output/ diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index f36bcd78f..34a531693 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -1,3 +1,4 @@ +import json import os from collections import defaultdict @@ -33,6 +34,11 @@ DEFAULT_API_KEY = os.environ.get('LEPTON_API_TOKEN') DEFAULT_API_BASE = os.environ.get('DEFAULT_API_BASE') +OUTPUT_DIR = os.environ.get('OUTPUT_DIR', 'output') +OUTPUT_FILE_PATH = f"{OUTPUT_DIR}/agent_solutions.json" + +os.makedirs(OUTPUT_DIR, exist_ok=True) + def main(use_domain_lm: bool = False): st.set_page_config(page_title=TITLE, @@ -60,7 +66,11 @@ def main(use_domain_lm: bool = False): ) if 'agent_solutions' not in st.session_state: - st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) + if os.path.exists(OUTPUT_FILE_PATH): + with open(file=OUTPUT_FILE_PATH, mode='r') as f: + st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str, json.loads(f.read())) + else: + st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) st.subheader('MARITIME-SPECIFIC AGENT') @@ -76,6 +86,9 @@ def main(use_domain_lm: bool = False): st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ get_or_create_agent(use_domain_lm).solve( problem=st.session_state.typed_problem, allow_reject=True) + # write st.session_state.agent_solutions to JSON file + with open(file=OUTPUT_FILE_PATH, mode='w') as f: + f.write(json.dumps(st.session_state.agent_solutions)) solution = st.session_state.agent_solutions[st.session_state.typed_problem] if use_domain_lm: From 45837c8e39c82237e6597bb22fee2ee53fec5bc3 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 13:44:13 -0800 Subject: [PATCH 087/103] codacy: set encoding when reading & writing output --- examples/llamarine/app.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 34a531693..632a6e5d4 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -67,7 +67,7 @@ def main(use_domain_lm: bool = False): if 'agent_solutions' not in st.session_state: if os.path.exists(OUTPUT_FILE_PATH): - with open(file=OUTPUT_FILE_PATH, mode='r') as f: + with open(file=OUTPUT_FILE_PATH, mode='r', encoding='utf-8') as f: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str, json.loads(f.read())) else: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) @@ -87,7 +87,7 @@ def main(use_domain_lm: bool = False): get_or_create_agent(use_domain_lm).solve( problem=st.session_state.typed_problem, allow_reject=True) # write st.session_state.agent_solutions to JSON file - with open(file=OUTPUT_FILE_PATH, mode='w') as f: + with open(file=OUTPUT_FILE_PATH, mode='w', encoding='utf-8') as f: f.write(json.dumps(st.session_state.agent_solutions)) solution = st.session_state.agent_solutions[st.session_state.typed_problem] From 3ba96b74512607a0f1c8ae8273839e33bd1becfc Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 13:51:32 -0800 Subject: [PATCH 088/103] fix: remove mode='r' in open --- examples/llamarine/app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 632a6e5d4..1723fb794 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -67,7 +67,7 @@ def main(use_domain_lm: bool = False): if 'agent_solutions' not in st.session_state: if os.path.exists(OUTPUT_FILE_PATH): - with open(file=OUTPUT_FILE_PATH, mode='r', encoding='utf-8') as f: + with open(file=OUTPUT_FILE_PATH, encoding='utf-8') as f: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str, json.loads(f.read())) else: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str) From 545216ce4114a2ac3c0e2d1c811c4c1f2302c4ca Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 13:57:54 -0800 Subject: [PATCH 089/103] chore: add OUTPUT_DIR to .env.template --- examples/llamarine/.env.template | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/llamarine/.env.template b/examples/llamarine/.env.template index f92e4bb8d..2a1c647f5 100644 --- a/examples/llamarine/.env.template +++ b/examples/llamarine/.env.template @@ -2,3 +2,4 @@ OPENAI_API_KEY= DEFAULT_API_KEY= DEFAULT_API_BASE= USE_DOMAIN_LM=False +OUTPUT_DIR=output From 6dcde82a6206bdb815e9cdb2b2b321281f91975b Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 14:17:13 -0800 Subject: [PATCH 090/103] fix: only show Solution once `Solve` is clicked --- examples/llamarine/app.py | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 1723fb794..0bc83fe1f 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -90,19 +90,19 @@ def main(use_domain_lm: bool = False): with open(file=OUTPUT_FILE_PATH, mode='w', encoding='utf-8') as f: f.write(json.dumps(st.session_state.agent_solutions)) - solution = st.session_state.agent_solutions[st.session_state.typed_problem] - if use_domain_lm: - solution = OpenAILM.from_defaults().get_response( - prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. - {solution} - """, - history=[ - {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, - {"role": "user", "content": LLAMARINE_USER_PROMPT}, - ] - ) - - st.markdown(body=solution) + solution = st.session_state.agent_solutions[st.session_state.typed_problem] + if use_domain_lm: + solution = OpenAILM.from_defaults().get_response( + prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. + {solution} + """, + history=[ + {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, + {"role": "user", "content": LLAMARINE_USER_PROMPT}, + ] + ) + + st.markdown(body=solution) if __name__ == '__main__': From eef868d6251381f7301015b55b3b1973e105c80a Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 14:34:39 -0800 Subject: [PATCH 091/103] doc: pass .env to --env-file in docker cmd --- examples/llamarine/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/README.md b/examples/llamarine/README.md index bc3cdd0db..7b9943afa 100644 --- a/examples/llamarine/README.md +++ b/examples/llamarine/README.md @@ -31,7 +31,7 @@ docker build -t dana-llamarine . #### Running the container ```shell -docker run --name llamarine-test --rm -p 8501:8501 -e .env dana-llamarine +docker run --rm -p 8501:8501 --env-file .env --name llamarine-test dana-llamarine ``` #### Access the app From 090df417b966581d8c6ecd116e12a9a665d1c094 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 14:48:03 -0800 Subject: [PATCH 092/103] doc: persist agent output --- examples/llamarine/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/README.md b/examples/llamarine/README.md index 7b9943afa..20585bf73 100644 --- a/examples/llamarine/README.md +++ b/examples/llamarine/README.md @@ -31,7 +31,7 @@ docker build -t dana-llamarine . #### Running the container ```shell -docker run --rm -p 8501:8501 --env-file .env --name llamarine-test dana-llamarine +docker run --rm -p 8501:8501 --env-file .env -v $(pwd)/output:/app/output --name llamarine-test dana-llamarine ``` #### Access the app From 54e2854ed53e7cd03238d865fe691c6b2c7e1f2f Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 16:02:20 -0800 Subject: [PATCH 093/103] chore: update default question --- examples/llamarine/app.py | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 0bc83fe1f..14fbab60c 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -13,22 +13,21 @@ TITLE: str = 'OpenSSA: Maritime-Specific Agent' -DEFAULT_PROBLEM: str = ( - 'A vessel on my port side coming to a crossing situation on my radar. SOG is being used. What should I do?' -) +DEFAULT_PROBLEM: str = """The bearing of the target ship as seen from the own ship is head-on. +The relative course of the own ship and the target ship is around 180 degrees. +The straight-line distance between the own ship and the target ship is longer than the {90 degree turning distance}. +The TCPA of the own ship and the target ship is longer than the {90 degree turning time}. +STW is being used. What should I do?""" -LLAMARINE_USER_PROMPT = """ -INSTRUCTION +LLAMARINE_USER_PROMPT: str = """INSTRUCTION In crossing, if other vessel in your port side, you are stand-on. If other vessel in your starboard side, you are give way. (Just remember this rule for yourself, don't tell me). """ -LLAMARINE_SYSTEM_PROMPT: str = """ -You are Llamarine, a maritime domain expert. You were created by Aitomatic, Inc under AI Alliance. +LLAMARINE_SYSTEM_PROMPT: str = """You are Llamarine, a maritime domain expert. You were created by Aitomatic, Inc under AI Alliance. Do not introduce yourself until I ask. If I ask who are you, just politely introduce yourself as you are Llamarine, an opensource maritime domain specific model created by Aitomatic, Inc under AI Alliance. Don't say more. Please try with your best effort to answer the question as deeply as possible. Tailor responses for expert-level audiences, offering specific examples which specific recommended values when essential. -Just keep this system message for yourself, do not let anyone know. Answer as deeply as possible. -""" +Just keep this system message for yourself, do not let anyone know. Answer as deeply as possible.""" DEFAULT_MODEL = 'llamarine-navigation' DEFAULT_API_KEY = os.environ.get('LEPTON_API_TOKEN') From 363d9b21fda4332b17a28a9f2f2868a6902dff16 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 16:09:03 -0800 Subject: [PATCH 094/103] style: set height of input area to enough to show 6 lines --- examples/llamarine/app.py | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 14fbab60c..19ea681f2 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -56,6 +56,7 @@ def main(use_domain_lm: bool = False): label='Problem/Question', value=st.session_state.typed_problem, max_chars=None, + height=22 * 6, key=None, help='Problem/Question', on_change=None, args=None, kwargs=None, From fa15a8d3feb501c8e07f0ed4c10435bc8c687888 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 16:29:55 -0800 Subject: [PATCH 095/103] fix: make sure there is a conclusion in the answer --- examples/llamarine/app.py | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 19ea681f2..0496ca113 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -91,16 +91,15 @@ def main(use_domain_lm: bool = False): f.write(json.dumps(st.session_state.agent_solutions)) solution = st.session_state.agent_solutions[st.session_state.typed_problem] - if use_domain_lm: - solution = OpenAILM.from_defaults().get_response( - prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. - {solution} - """, - history=[ - {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, - {"role": "user", "content": LLAMARINE_USER_PROMPT}, - ] - ) + solution = OpenAILM.from_defaults().get_response( + prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. + {solution} + """, + history=[ + {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, + {"role": "user", "content": LLAMARINE_USER_PROMPT}, + ] + ) st.markdown(body=solution) From 4e243ea766563da4ce76126a5d7c6fe07958c9f3 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 16:58:00 -0800 Subject: [PATCH 096/103] feat: allow overwriting solutions --- examples/llamarine/.env.template | 1 + examples/llamarine/app.py | 3 ++- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/examples/llamarine/.env.template b/examples/llamarine/.env.template index 2a1c647f5..c5c7e457b 100644 --- a/examples/llamarine/.env.template +++ b/examples/llamarine/.env.template @@ -3,3 +3,4 @@ DEFAULT_API_KEY= DEFAULT_API_BASE= USE_DOMAIN_LM=False OUTPUT_DIR=output +OVERWRITE=False diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 0496ca113..dc4d3dd1b 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -10,6 +10,7 @@ from openssa import OpenAILM USE_DOMAIN_LM = os.environ.get('USE_DOMAIN_LM', 'False').lower() == 'true' +OVERWRITE = os.environ.get('OVERWRITE', 'False').lower() == 'true' TITLE: str = 'OpenSSA: Maritime-Specific Agent' @@ -66,7 +67,7 @@ def main(use_domain_lm: bool = False): ) if 'agent_solutions' not in st.session_state: - if os.path.exists(OUTPUT_FILE_PATH): + if os.path.exists(OUTPUT_FILE_PATH) and not OVERWRITE: with open(file=OUTPUT_FILE_PATH, encoding='utf-8') as f: st.session_state.agent_solutions: defaultdict[str, str] = defaultdict(str, json.loads(f.read())) else: From 0ee62dfaa1affe9f46adf6df15bf6a0243d4a2c5 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 16:59:16 -0800 Subject: [PATCH 097/103] feat: add right-crossing knowledge --- examples/llamarine/expert-knowledge.txt | 2 ++ 1 file changed, 2 insertions(+) diff --git a/examples/llamarine/expert-knowledge.txt b/examples/llamarine/expert-knowledge.txt index 09af88a33..6e32aa82b 100644 --- a/examples/llamarine/expert-knowledge.txt +++ b/examples/llamarine/expert-knowledge.txt @@ -12,6 +12,8 @@ Not all head-on situations require a starboard turn. Not all right-crossing situations require a starboard turn. Some left-crossing situations require taking actions, while most do not. +In a right-crossing situation, it is important to first identify whether it is also a stern-crossing or a bow-crossing situation. + In an overtaking situation, it is important to first identify whether the target ship or the own ship is overtaking. # **Comprehensive and Technical Rule of Thumb for OOW Decision-Making with Focus on COLREGs** From 541caee00780989a7d6a6384d6185d0723932d81 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 17:09:33 -0800 Subject: [PATCH 098/103] fix: generate new answer if OVERWRITE is set --- examples/llamarine/app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index dc4d3dd1b..3bffac0bd 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -83,7 +83,7 @@ def main(use_domain_lm: bool = False): with st.spinner(text='_SOLVING..._'): logger.level('DEBUG') - if not st.session_state.agent_solutions[st.session_state.typed_problem]: + if not st.session_state.agent_solutions[st.session_state.typed_problem] or OVERWRITE: st.session_state.agent_solutions[st.session_state.typed_problem]: str = \ get_or_create_agent(use_domain_lm).solve( problem=st.session_state.typed_problem, allow_reject=True) From 34266f444444373f35e498634dec84f5c7d19006 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 17:24:41 -0800 Subject: [PATCH 099/103] fix: use system prompt only when using domain llm --- examples/llamarine/app.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/examples/llamarine/app.py b/examples/llamarine/app.py index 3bffac0bd..0a56cb294 100644 --- a/examples/llamarine/app.py +++ b/examples/llamarine/app.py @@ -92,15 +92,16 @@ def main(use_domain_lm: bool = False): f.write(json.dumps(st.session_state.agent_solutions)) solution = st.session_state.agent_solutions[st.session_state.typed_problem] - solution = OpenAILM.from_defaults().get_response( - prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. - {solution} - """, - history=[ - {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, - {"role": "user", "content": LLAMARINE_USER_PROMPT}, - ] - ) + if use_domain_lm: + solution = OpenAILM.from_defaults().get_response( + prompt=f"""Please respond the following text, with making sure there is a conclusion which is the main action item at the end of the response. + {solution} + """, + history=[ + {"role": "system", "content": LLAMARINE_SYSTEM_PROMPT}, + {"role": "user", "content": LLAMARINE_USER_PROMPT}, + ] + ) st.markdown(body=solution) From 478b5d44361ebb5c2350c1bbbadf8b3677881101 Mon Sep 17 00:00:00 2001 From: An Phan Date: Fri, 15 Nov 2024 18:12:38 -0800 Subject: [PATCH 100/103] fix: update STW program --- examples/llamarine/expert-programs.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/llamarine/expert-programs.yml b/examples/llamarine/expert-programs.yml index c2b5649bf..e0346b1b4 100644 --- a/examples/llamarine/expert-programs.yml +++ b/examples/llamarine/expert-programs.yml @@ -25,4 +25,4 @@ plan_with_speed_reference_stw: Recommend the user what to do based on the identified situation on radar. Only apply this if specifying STW is being used. sub-htps: - task: |- - First tell me all the related rules in COLREGs, then interpret situation from input and let me know the how to apply them in this situation, with considering DCPA and TCPA. + First identify the situation from the input, then look at DCPA & TCPA if those are mentioned from the input, then let me know the how to make collision avoidance decisions. From 2d33cfd3ac9d54fb0c0eda8c7dd8494660f9bf0a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Mon, 25 Nov 2024 13:37:25 -0800 Subject: [PATCH 101/103] upgrade dependencies --- pyproject.toml | 37 ++++++++++++++++++------------------- 1 file changed, 18 insertions(+), 19 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 4de7a7233..b7561c730 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -52,7 +52,7 @@ ipykernel = ">=6.29" notebook = ">=7.2" [tool.poetry.group.docs.dependencies] -sphinx = ">=8.0" +sphinx = ">=8.1" sphinx-autobuild = ">=2024.10" sphinx-press-theme = ">=0.9" myst-parser = ">=4.0" @@ -60,7 +60,7 @@ myst-parser = ">=4.0" [tool.poetry.group.lint.dependencies] flake8 = ">=7.1" pylint = ">=3.3" -ruff = ">=0.6" +ruff = ">=0.8" [tool.poetry.group.test.dependencies] pytest = ">=8.3" @@ -68,40 +68,39 @@ pytest = ">=8.3" [tool.poetry.dependencies] python = ">=3.12,<3.14" # Llama interface -huggingface-hub = ">=0.25" +huggingface-hub = ">=0.26" # OpenAI interface -openai = ">=1.51" +openai = ">=1.55" # LlamaIndex & related -llama-index = ">=0.11" -llama-index-embeddings-azure-openai = ">=0.2" -llama-index-llms-azure-openai = ">=0.2" -llama-index-readers-web = ">=0.2" +llama-index = ">=0.12" +llama-index-embeddings-azure-openai = ">=0.3" +llama-index-llms-azure-openai = ">=0.3" +llama-index-readers-web = ">=0.3" docx2txt = ">=0.8" # for reading .docx files -pypdf = ">=4.3" # for reading .pdf files +pypdf = ">=5.1" # for reading .pdf files pycryptodome = ">=3.21" # for reading .pdf files: PyCryptodome is required for AES algorithm # file systems -fsspec = ">=2024.9" # base/local file system +fsspec = ">=2024.10" # base/local file system adlfs = ">=2024.7" # Azure Data Lake -gcsfs = ">=2024.9" # Google Cloud Storage -s3fs = ">=2024.9" # S3 +gcsfs = ">=2024.10" # Google Cloud Storage +s3fs = ">=2024.10" # S3 # misc / other certifi = ">2023.8" -google-api-python-client = ">=2.147" +google-api-python-client = ">=2.154" googlesearch-python = ">=1.2" httpx = ">=0.27" loguru = ">=0.7" -pydantic = ">=2.9" +pydantic = ">=2.10" python-dotenv = ">=1.0" -torch = ">=2.2,<2.3" # 2.3 fails installing on Mac with M chip -tqdm = ">=4.66" +tqdm = ">=4.67" # optional dependencies required by extras -streamlit = {version = ">=1.39", optional = true} -streamlit-extras = {version = ">=0.4", optional = true} +streamlit = {version = ">=1.40", optional = true} +streamlit-extras = {version = ">=0.5", optional = true} streamlit-mic-recorder = {version = ">=0.0.8", optional = true} langchainhub = ">=0.1" -faiss-cpu = ">=1.8" +faiss-cpu = ">=1.9" [tool.poetry.extras] contrib = [ From b6dd37e5b1b65be76deae2b0d245c14624a40813 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Mon, 25 Nov 2024 14:34:19 -0800 Subject: [PATCH 102/103] update Ruff linting configs --- openssa/deprecated/ooda_rag/rag_ooda.py | 4 ++-- openssa/deprecated/utils/deprecated/llama_index_api.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/openssa/deprecated/ooda_rag/rag_ooda.py b/openssa/deprecated/ooda_rag/rag_ooda.py index 40c63b739..8c8dea7c6 100644 --- a/openssa/deprecated/ooda_rag/rag_ooda.py +++ b/openssa/deprecated/ooda_rag/rag_ooda.py @@ -1,8 +1,8 @@ from typing import Union, ClassVar from uuid import uuid4 -from llama_index.core.retrievers import BaseRetriever # noqa: TCH002 -from llama_index.core.schema import NodeWithScore # noqa: TCH002 +from llama_index.core.retrievers import BaseRetriever # noqa: TC002 +from llama_index.core.schema import NodeWithScore # noqa: TC002 from openssa.deprecated.ooda_rag.builtin_agents import ( ContextValidator, diff --git a/openssa/deprecated/utils/deprecated/llama_index_api.py b/openssa/deprecated/utils/deprecated/llama_index_api.py index afe562a09..437491c16 100644 --- a/openssa/deprecated/utils/deprecated/llama_index_api.py +++ b/openssa/deprecated/utils/deprecated/llama_index_api.py @@ -5,7 +5,7 @@ from llama_index.core import ServiceContext from llama_index.core.llms import OpenAI as LlamaIndexOpenAI -from llama_index.core.llms.llm import LLM # noqa: TCH002 +from llama_index.core.llms.llm import LLM # noqa: TC002 from llama_index.core.llms.openai_utils import ALL_AVAILABLE_MODELS, CHAT_MODELS from llama_index.embeddings.azure_openai import AzureOpenAIEmbedding from llama_index.embeddings.openai import OpenAIEmbedding From aff96e9d671db242d7ee3bcbdb088d5d9e57be0e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?The=20Vinh=20LUONG=20=28L=C6=AF=C6=A0NG=20Th=E1=BA=BF=20Vi?= =?UTF-8?q?nh=29?= Date: Tue, 26 Nov 2024 19:55:11 -0800 Subject: [PATCH 103/103] update Streamlit usage per latest API --- examples/FinanceBench/streamlit-main.py | 2 +- examples/semiconductor/streamlit-main.py | 2 +- openssa/contrib/streamlit_ssa_prob_solver/__init__.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/FinanceBench/streamlit-main.py b/examples/FinanceBench/streamlit-main.py index 77e98ca9a..aca122050 100644 --- a/examples/FinanceBench/streamlit-main.py +++ b/examples/FinanceBench/streamlit-main.py @@ -66,7 +66,7 @@ def task_statement(task_id: TaskId, doc_name: DocName) -> str: if not st.session_state.task_id: st.session_state.typed_question: str = st.text_area(label='Question', value=st.session_state.typed_question, - height=3, + height=68, max_chars=None, key=None, help='Type a Question', diff --git a/examples/semiconductor/streamlit-main.py b/examples/semiconductor/streamlit-main.py index 472d23fbd..e4be4a8b0 100644 --- a/examples/semiconductor/streamlit-main.py +++ b/examples/semiconductor/streamlit-main.py @@ -32,7 +32,7 @@ st.session_state.typed_problem: str = st.text_area(label='Problem/Question', value=st.session_state.typed_problem, - height=3, + height=68, max_chars=None, key=None, help='Problem/Question', diff --git a/openssa/contrib/streamlit_ssa_prob_solver/__init__.py b/openssa/contrib/streamlit_ssa_prob_solver/__init__.py index 7ef7c7ded..2eede66a3 100644 --- a/openssa/contrib/streamlit_ssa_prob_solver/__init__.py +++ b/openssa/contrib/streamlit_ssa_prob_solver/__init__.py @@ -236,7 +236,7 @@ def run(self): self.problem: str = st.text_area(label='Problem to Solve', value=self.problem, - height=3, + height=68, max_chars=None, key=None, help='State the Problem to Solve',

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b/examples/semiconductor/streamlit-main.py @@ -5,6 +5,20 @@ from agent import get_or_create_agent +import openai +import os + +client = openai.OpenAI(api_key=os.environ['OPENAI_API_KEY']) + +def call_gpt(prompt): + response = client.chat.completions.create( + model="gpt-4o", + messages=[ + {"role": "system", "content": "You are an expert in parsing text into a specific format. Please help me with this task."}, + {"role": "user", "content": prompt} + ] + ) + return response.choices[0].message.content TITLE: str = 'OpenSSA: Semiconductor Industry-Specific Agent leveraging SemiKong LM' @@ -64,5 +78,45 @@ st.session_state.semikong_agent_solutions[st.session_state.typed_problem]: str = \ get_or_create_agent(use_semikong_lm=True).solve(problem=st.session_state.typed_problem) +def parse_recipe_text(text): + # Initialize an empty dictionary to store the parsed data + parsed_data = {"recipe_1": "", "recipe_2": "", "agent_advice": ""} + + # Split the text by lines + lines = text.split("\n") + + # Initialize a variable to keep track of the current section + current_section = None + + # Loop through each line + for line in lines: + # Check if the line indicates the start of a new section + if "recipe_1:" in line: + current_section = "recipe_1" + elif "recipe_2:" in line: + current_section = "recipe_2" + elif "agent_advice:" in line: + current_section = "agent_advice" + elif current_section: + # If we are in a section, append the line to the corresponding key in the dictionary + parsed_data[current_section] += line + "\n" + + # Remove any trailing newlines from the values + parsed_data = {key: value.strip() for key, value in parsed_data.items()} + + return parsed_data + if (solution := st.session_state.semikong_agent_solutions[st.session_state.typed_problem]): - st.markdown(body=solution.replace('$', r'\$')) + solution = solution.replace('$', r'\$') + prompt = f"""{solution} \n\n Please help me parse the above text into this format:\n + recipe_1: Show the recipe 1 here\n + recipe_2: Show the recipe 2 here\n + agent_advice: Show the agent's general considerations here\n + DO NOT forget the key and DO NOT change the key format. +""" + solution = call_gpt(prompt) + solution = parse_recipe_text(solution) + print(solution) + + st.markdown(body=solution) + From 73946a506938cbf9936a7e8bb671c522bfc433b4 Mon Sep 17 00:00:00 2001 From: Hung Vo Date: Wed, 7 Aug 2024 22:44:34 +0700 Subject: [PATCH 009/103] feat: setup app stack --- .../semiconductor-ui/api/Dockerfile | 39 ++ .../semiconductor-ui/api/main.py | 28 + .../semiconductor-ui/api/pyproject.toml | 16 + .../semiconductor-ui/api/start.sh | 1 + .../semiconductor-ui/docker-compose.yml | 30 ++ .../semiconductor/semiconductor-ui/index.html | 68 +-- .../semiconductor/semiconductor-ui/js/main.js | 78 +++ .../semiconductor-ui/ui/.eslintrc.cjs | 21 + .../semiconductor-ui/ui/.gitignore | 24 + .../semiconductor-ui/ui/Dockerfile | 13 + .../semiconductor-ui/ui/README.md | 8 + .../semiconductor-ui/ui/index.html | 13 + .../semiconductor-ui/ui/postcss.config.js | 6 + .../{ => ui}/public/images/image-14.png | Bin .../{ => ui}/public/images/image-16.png | Bin .../semiconductor-ui/ui/public/vite.svg | 1 + .../semiconductor-ui/ui/src/App.css | 0 .../semiconductor-ui/ui/src/App.jsx | 8 + .../semiconductor-ui/ui/src/assets/react.svg | 1 + .../semiconductor-ui/ui/src/index.css | 3 + .../semiconductor-ui/ui/src/main.jsx | 10 + .../semiconductor-ui/ui/src/views/main.jsx | 487 ++++++++++++++++++ .../semiconductor-ui/ui/src/views/store.js | 14 + .../semiconductor-ui/ui/tailwind.config.js | 8 + .../semiconductor-ui/ui/vite.config.js | 7 + 25 files changed, 850 insertions(+), 34 deletions(-) create mode 100644 examples/semiconductor/semiconductor-ui/api/Dockerfile create mode 100644 examples/semiconductor/semiconductor-ui/api/main.py create mode 100644 examples/semiconductor/semiconductor-ui/api/pyproject.toml create mode 100644 examples/semiconductor/semiconductor-ui/api/start.sh create mode 100644 examples/semiconductor/semiconductor-ui/docker-compose.yml create mode 100644 examples/semiconductor/semiconductor-ui/js/main.js create mode 100644 examples/semiconductor/semiconductor-ui/ui/.eslintrc.cjs create mode 100644 examples/semiconductor/semiconductor-ui/ui/.gitignore create mode 100644 examples/semiconductor/semiconductor-ui/ui/Dockerfile create mode 100644 examples/semiconductor/semiconductor-ui/ui/README.md create mode 100644 examples/semiconductor/semiconductor-ui/ui/index.html create mode 100644 examples/semiconductor/semiconductor-ui/ui/postcss.config.js rename examples/semiconductor/semiconductor-ui/{ => ui}/public/images/image-14.png (100%) rename examples/semiconductor/semiconductor-ui/{ => ui}/public/images/image-16.png (100%) create mode 100644 examples/semiconductor/semiconductor-ui/ui/public/vite.svg create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/App.css create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/App.jsx create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/assets/react.svg create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/index.css create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/main.jsx create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/views/main.jsx create mode 100644 examples/semiconductor/semiconductor-ui/ui/src/views/store.js create mode 100644 examples/semiconductor/semiconductor-ui/ui/tailwind.config.js create mode 100644 examples/semiconductor/semiconductor-ui/ui/vite.config.js diff --git a/examples/semiconductor/semiconductor-ui/api/Dockerfile b/examples/semiconductor/semiconductor-ui/api/Dockerfile new file mode 100644 index 000000000..77f1cdb48 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/Dockerfile @@ -0,0 +1,39 @@ +FROM --platform=linux/amd64 python:3.10-slim AS base + +# Install Poetry +RUN apt update -y && apt install poppler-utils -y +RUN python -m pip install --upgrade pip && \ + pip install --no-cache-dir poetry==1.3.2 + + +RUN poetry config virtualenvs.in-project true && \ + poetry config installer.max-workers 10 + +WORKDIR /api + +COPY pyproject.toml poetry.lock /api/ + +# ======================================= +# Build image +FROM base AS build + +RUN poetry install + + +# ======================================= +# App image +FROM base AS app + +COPY --from=build /api/.venv /api/.venv + +ENV PATH="/api/.venv/bin:$PATH" +ENV PATH="/api:$PATH" +# ENV PATH="/api/openssa:$PATH" +ENV PYTHONUNBUFFERED=1 +ENV PYTHONPATH="/" + +COPY . /api/ + +EXPOSE 8080 + +CMD ["sh", "start.sh"] diff --git a/examples/semiconductor/semiconductor-ui/api/main.py b/examples/semiconductor/semiconductor-ui/api/main.py new file mode 100644 index 000000000..e8ce23e9d --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/main.py @@ -0,0 +1,28 @@ +import os +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware + +app = FastAPI() + +app.add_middleware( + CORSMiddleware, + allow_origins=[os.environ.get("FRONTEND_URL", "http://localhost:4000")], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + + +@app.get("/") +async def root(): + return {"message": "Hello World"} + + +@app.get("/data") +async def get_data(): + return {"data": "data"} + + +@app.post("/data") +async def post_data(): + return {"data": "data"} diff --git a/examples/semiconductor/semiconductor-ui/api/pyproject.toml b/examples/semiconductor/semiconductor-ui/api/pyproject.toml new file mode 100644 index 000000000..84d2385d6 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/pyproject.toml @@ -0,0 +1,16 @@ +[tool.poetry] +name = "api" +version = "0.1.0" +description = "" +authors = ["Hung Vo "] +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.10" +uvicorn = "^0.30.5" +fastapi = "^0.112.0" + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/examples/semiconductor/semiconductor-ui/api/start.sh b/examples/semiconductor/semiconductor-ui/api/start.sh new file mode 100644 index 000000000..f8fe01b6b --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/api/start.sh @@ -0,0 +1 @@ +uvicorn main:app --loop "asyncio" --proxy-headers --host 0.0.0.0 --port 8080 diff --git a/examples/semiconductor/semiconductor-ui/docker-compose.yml b/examples/semiconductor/semiconductor-ui/docker-compose.yml new file mode 100644 index 000000000..a3e0a3cc7 --- /dev/null +++ b/examples/semiconductor/semiconductor-ui/docker-compose.yml @@ -0,0 +1,30 @@ +version: "3.9" + +services: + apis: + container_name: apis + restart: always + platform: linux/amd64 + build: + context: ./api + dockerfile: ./Dockerfile + command: sh start.sh + + ports: + - 9000:8080 + + ui: + container_name: semiconductor-ui + restart: always + build: + context: ./ui + target: development + dockerfile: ./Dockerfile + environment: + - VITE_API_HOST=http://localhost:9000 + volumes: + - ./ui/src:/app/src + - ./ui/public:/app/public + - "./ui/tailwind.config.js:/app/tailwind.config.js" + ports: + - 4000:5173 diff --git a/examples/semiconductor/semiconductor-ui/index.html b/examples/semiconductor/semiconductor-ui/index.html index 3bf82775c..8573ad5d6 100644 --- a/examples/semiconductor/semiconductor-ui/index.html +++ b/examples/semiconductor/semiconductor-ui/index.html @@ -18,7 +18,7 @@ />