Crypto Insight Agent with Advanced Data Interaction Capabilities

.gitignore

@@ -7,8 +7,8 @@ coverage.xml
 htmlcov
 *.egg-info
 packages/open_aea
-learning_agent
-learning_service
+crypto_insight_agent
+crypto_insight_service
 
 packages/valory/agents/*
 packages/valory/connections/*
@@ -17,11 +17,14 @@ packages/valory/services/*
 packages/valory/protocols/*
 packages/valory/skills/*
 
-!packages/valory/agents/learning_agent
-!packages/valory/services/learning_service
+!packages/valory/agents/crypto_insight_agent
+!packages/valory/services/crypto_insight_service
 !packages/valory/skills/learning_abci
+!packages/valory/skills/token_data_collection_abci
 !packages/valory/skills/learning_chained_abci
 !packages/valory/contracts/erc20
+!packages/valory/contracts/ipfs_storage
+
 
 leak_report
 /Pipfile.lock

.gitleaksignore

@@ -2,12 +2,12 @@ e66dafccf871ac460213be19e7790cbdbe2db6e4:packages/valory/services/learning/servi
 e66dafccf871ac460213be19e7790cbdbe2db6e4:packages/valory/agents/learning/aea-config.yaml:generic-api-key:123
 e66dafccf871ac460213be19e7790cbdbe2db6e4:packages/valory/skills/learning_abci/skill.yaml:generic-api-key:78
 e66dafccf871ac460213be19e7790cbdbe2db6e4:packages/valory/skills/learning_chained_abci/skill.yaml:generic-api-key:77
-26b1707282e6c6f4f768dd99a05fd9b98279683a:packages/valory/services/learning_service/service.yaml:generic-api-key:106
-26b1707282e6c6f4f768dd99a05fd9b98279683a:packages/valory/services/learning_service/service.yaml:generic-api-key:151
-26b1707282e6c6f4f768dd99a05fd9b98279683a:packages/valory/services/learning_service/service.yaml:generic-api-key:196
+26b1707282e6c6f4f768dd99a05fd9b98279683a:packages/valory/services/crypto_insight_service/service.yaml:generic-api-key:106
+26b1707282e6c6f4f768dd99a05fd9b98279683a:packages/valory/services/crypto_insight_service/service.yaml:generic-api-key:151
+26b1707282e6c6f4f768dd99a05fd9b98279683a:packages/valory/services/crypto_insight_service/service.yaml:generic-api-key:196
 57255eacc30221cc6fb193cfb8463d1e1718d209:README.md:generic-api-key:57
-57255eacc30221cc6fb193cfb8463d1e1718d209:packages/valory/services/learning_service/service.yaml:generic-api-key:55
-57255eacc30221cc6fb193cfb8463d1e1718d209:packages/valory/agents/learning_agent/aea-config.yaml:generic-api-key:122
+57255eacc30221cc6fb193cfb8463d1e1718d209:packages/valory/services/crypto_insight_service/service.yaml:generic-api-key:55
+57255eacc30221cc6fb193cfb8463d1e1718d209:packages/valory/agents/crypto_insight_agent/aea-config.yaml:generic-api-key:122
 57255eacc30221cc6fb193cfb8463d1e1718d209:packages/valory/skills/learning_abci/skill.yaml:generic-api-key:73
 57255eacc30221cc6fb193cfb8463d1e1718d209:packages/valory/skills/learning_chained_abci/skill.yaml:generic-api-key:77
 24d4b331a534eac6da53c8b068324e63182d3b15:packages/valory/skills/learning_abci/skill.yaml:generic-api-key:131

Makefile

@@ -100,6 +100,7 @@ all-linters:
 fix-abci-app-specs:
 	export PYTHONPATH=${PYTHONPATH}:${PWD}
 	autonomy analyse fsm-specs --update --app-class LearningAbciApp --package packages/valory/skills/learning_abci/ || (echo "Failed to check learning_abci abci consistency" && exit 1)
+	autonomy analyse fsm-specs --update --app-class LearningAbciApp --package packages/valory/skills/token_data_collection_abci/ || (echo "Failed to check token_data_collection_abci abci consistency" && exit 1)
 	autonomy analyse fsm-specs --update --app-class LearningChainedSkillAbciApp --package packages/valory/skills/learning_chained_abci/ || (echo "Failed to check learning_chained_abci abci consistency" && exit 1)
 
 

README.md

@@ -1,7 +1,38 @@
-## Learning Service
+# Cryptocurrency Analysis and Forecasting Project
 
-A service to learn about [Olas](https://olas.network/) agents and [Open Autonomy](https://github.com/valory-xyz/open-autonomy).
+## Why We Created This Project
 
+The Cryptocurrency Analysis and Forecasting Project was developed to address the need for a more structured and analytical approach in the cryptocurrency investment landscape. With the volatility and rapid changes inherent in crypto markets, investors and analysts require robust tools and comprehensive data to make informed decisions. This project aims to fill that gap by offering detailed analyses, predictive insights, and strategic recommendations tailored to different investor profiles and risk tolerances.
+
+## About The Project
+
+This project is a comprehensive initiative that combines data collection, integration, and advanced analytics to provide deep insights into the cryptocurrency market. It uses a variety of data sources, including historical and real-time market data, social media sentiment, and regulatory changes across different geographies to build a holistic view of the market dynamics. By leveraging machine learning and statistical models, the project aims to forecast market trends and identify investment opportunities effectively.
+
+## Problem Solved
+
+Cryptocurrency markets are notoriously difficult to predict due to their speculative nature and susceptibility to external influences like media and regulatory news. Traditional investment analysis tools are often inadequate due to the lack of integration of diverse data sources and the rapid pace of market changes. This project solves these problems by:
+- Integrating multiple data types and sources to provide a comprehensive dataset.
+- Analyzing sentiment and regulatory impacts in real-time.
+- Developing predictive models that can adapt to the fast-evolving market conditions.
+
+## Achievements
+
+Through the implementation of this project, we have developed a system that can:
+- Collect and process large volumes of data in real-time.
+- Analyze and interpret complex market sentiments and trends.
+- Provide actionable insights and predictive analytics to guide investment strategies.
+- Enhance investment decision-making with advanced data-driven models.
+
+# View the Final Output
+
+Explore the end results and detailed outputs of our project by visiting the following link:
+
+[Final Project Output](https://gateway.autonolas.tech/ipfs/QmakmAVwbMRBpqVjMKBsi4pKb6gcUUvVtGwPNzezvSkXjY/metadata.json)
+
+
+## How The End Result Will Look
+
+The end result is a user-friendly interface displaying various analytical outputs and predictions, accessible via a web dashboard. Users can view categorized lists of cryptocurrencies (like long-run stable tokens, short-run volatile tokens, etc.), accompanied by buy or avoid recommendations based on predictive analytics. Additionally, the system updates these lists and recommendations in real-time as new data is processed.
 
 ## System requirements
 
@@ -99,5 +130,5 @@ A service to learn about [Olas](https://olas.network/) agents and [Open Autonomy
 4. Look at the service logs for one of the agents (on another terminal):
 
     ```
-    docker logs -f learningservice_abci_0
+    docker logs -f crypto_insight_service
     ```

packages/packages.json

@@ -1,10 +1,12 @@
 {
     "dev": {
-        "contract/valory/erc20/0.1.0": "bafybeibyhuxozkkvsymqz45vxixr3w3bs4vsvxg2nsx5jlyi3f3hhn7ezi",
-        "skill/valory/learning_abci/0.1.0": "bafybeih5m372dqrdfy7w6iah4m5qfgf3j5t7ihsgorzyzhax5srm32wmim",
-        "skill/valory/learning_chained_abci/0.1.0": "bafybeihu6uvvdnfntgluhrbxqus5malsit36xqsyxv46wjqsmuodadarpm",
-        "agent/valory/learning_agent/0.1.0": "bafybeiatizepnj42umexk3p5rnop67cdshbgrflvnysaagm3t4xqo74kem",
-        "service/valory/learning_service/0.1.0": "bafybeig34lg3wztyj7ecsbyb6qj7ryf34gnpr2cuoz3akjvgdsh3pejboq"
+        "contract/valory/erc20/0.1.0": "bafybeihoudwg7wrjh47vkcf2z3frpq7rscikqhc2oissozl6q34uay4dfm",
+        "contract/valory/ipfs_storage/0.1.0": "bafybeifoca6bjxnvtrswerkpb7jmnnox5wwdrys2dsorrzans4qhyaxroi",
+        "skill/valory/learning_abci/0.1.0": "bafybeid3xvgro6qbjymhpxmg46jraf75zfx462kp6reotkvlxn72x33xji",
+        "skill/valory/token_data_collection_abci/0.1.0": "bafybeickiiwapmwq26n26j7ds32snneefvno4hlgcoifhw6sn3fwy2v3rm",
+        "skill/valory/learning_chained_abci/0.1.0": "bafybeih2sowv5niowyss6j5eo5bktkz2pjhwac72fr3tgjllp4mp7axgba",
+        "agent/valory/crypto_insight_agent/0.1.0": "bafybeiclqaec2lsf5qxsocp77qwjoa5groyxfvr7feveuiddo2qrlf6koq",
+        "service/valory/crypto_insight_service/0.1.0": "bafybeiazdya72nlwnw6ue3kbvjtnskezatjsp47bzvtrrlg56rinqk3eoa"
     },
     "third_party": {
         "protocol/open_aea/signing/1.0.0": "bafybeihv62fim3wl2bayavfcg3u5e5cxu3b7brtu4cn5xoxd6lqwachasi",

packages/valory/agents/learning_agent/__init__.py → packages/valory/agents/crypto_insight_agent/__init__.py

@@ -17,7 +17,7 @@
 #
 # ------------------------------------------------------------------------------
 
-"""Package for valory/learning_agent agent."""
+"""Package for valory/crypto_insight_agent agent."""
 from pathlib import Path
 
 

packages/valory/agents/learning_agent/aea-config.yaml → packages/valory/agents/crypto_insight_agent/aea-config.yaml

@@ -1,11 +1,11 @@
-agent_name: learning_agent
+agent_name: crypto_insight_agent
 author: valory
 version: 0.1.0
 license: Apache-2.0
 description: A learning agent.
 aea_version: '>=1.19.0, <2.0.0'
 fingerprint:
-  __init__.py: bafybeie5m76ta46xggcm6dyxszq7ktm5jmcikgqoxho6sttnzvogn52zdq
+  __init__.py: bafybeidxvjyma3cgnk6lyd2g4tp5u6tql3jjr5r2rn4ke5ejaa6lax43aq
 fingerprint_ignore_patterns: []
 connections:
 - valory/abci:0.1.0:bafybeiejymu4ul62zx6weoibnlsrfprfpjnplhjefz6sr6izgdr4sajlnu
@@ -19,7 +19,8 @@ contracts:
 - valory/gnosis_safe_proxy_factory:0.1.0:bafybeicpcpyurm7gxir2gnlsgzeirzomkhcbnzr5txk67zdf4mmg737rtu
 - valory/multisend:0.1.0:bafybeig5byt5urg2d2bsecufxe5ql7f4mezg3mekfleeh32nmuusx66p4y
 - valory/service_registry:0.1.0:bafybeihafe524ilngwzavkhwz4er56p7nyar26lfm7lrksfiqvvzo3kdcq
-- valory/erc20:0.1.0:bafybeibyhuxozkkvsymqz45vxixr3w3bs4vsvxg2nsx5jlyi3f3hhn7ezi
+- valory/erc20:0.1.0:bafybeihoudwg7wrjh47vkcf2z3frpq7rscikqhc2oissozl6q34uay4dfm
+- valory/ipfs_storage:0.1.0:bafybeifoca6bjxnvtrswerkpb7jmnnox5wwdrys2dsorrzans4qhyaxroi
 protocols:
 - open_aea/signing:1.0.0:bafybeihv62fim3wl2bayavfcg3u5e5cxu3b7brtu4cn5xoxd6lqwachasi
 - valory/abci:0.1.0:bafybeiaqmp7kocbfdboksayeqhkbrynvlfzsx4uy4x6nohywnmaig4an7u
@@ -32,8 +33,9 @@ protocols:
 skills:
 - valory/abstract_abci:0.1.0:bafybeidz54kvxhbdmpruzguuzzq7bjg4pekjb5amqobkxoy4oqknnobopu
 - valory/abstract_round_abci:0.1.0:bafybeiajjzuh6vf23crp55humonknirvv2f4s3dmdlfzch6tc5ow52pcgm
-- valory/learning_abci:0.1.0:bafybeih5m372dqrdfy7w6iah4m5qfgf3j5t7ihsgorzyzhax5srm32wmim
-- valory/learning_chained_abci:0.1.0:bafybeihu6uvvdnfntgluhrbxqus5malsit36xqsyxv46wjqsmuodadarpm
+- valory/learning_abci:0.1.0:bafybeid3xvgro6qbjymhpxmg46jraf75zfx462kp6reotkvlxn72x33xji
+- valory/token_data_collection_abci:0.1.0:bafybeickiiwapmwq26n26j7ds32snneefvno4hlgcoifhw6sn3fwy2v3rm
+- valory/learning_chained_abci:0.1.0:bafybeih2sowv5niowyss6j5eo5bktkz2pjhwac72fr3tgjllp4mp7axgba
 - valory/registration_abci:0.1.0:bafybeiffipsowrqrkhjoexem7ern5ob4fabgif7wa6gtlszcoaop2e3oey
 - valory/reset_pause_abci:0.1.0:bafybeif4lgvbzsmzljesxbphycdv52ka7qnihyjrjpfaseclxadcmm6yiq
 - valory/termination_abci:0.1.0:bafybeiekkpo5qef5zaeagm3si6v45qxcojvtjqe4a5ceccvk4q7k3xi3bi
@@ -200,6 +202,8 @@ models:
       multisend_batch_size: ${int:50}
       ipfs_address: ${str:https://gateway.autonolas.tech/ipfs/}
       coingecko_price_template: ${str:https://api.coingecko.com/api/v3/simple/price?ids=autonolas&vs_currencies=usd&x_cg_demo_api_key={api_key}}
+      coingecko_histroy_data_template: ${str:https://api.coingecko.com/api/v3/coins/}
+      ipfs_storage_contract: ${str:'0x5eA0bae9D62bB3dD7A5714e8CA54f4A02B3cb682'}
       coingecko_api_key: ${str:null}
       default_chain_id: ${str:gnosis}
       termination_from_block: ${int:34088325}
@@ -219,3 +223,19 @@ models:
       response_type: dict
       retries: 5
       url: https://api.coingecko.com/api/v3/simple/price
+  coingecko_top_cryptocurrencies_specs:
+    args:
+      api_id: coingecko
+      headers:
+        Accept: application/json
+      method: GET
+      parameters:
+        vs_currency: usd
+        order: market_cap_desc
+        per_page: 10
+        page: 1
+        sparkline: false
+      response_key: null
+      response_type: list
+      retries: 5
+      url: https://api.coingecko.com/api/v3/coins/markets

packages/valory/contracts/erc20/contract.yaml

@@ -6,10 +6,10 @@ description: ERC20 token contract
 license: Apache-2.0
 aea_version: '>=1.0.0, <2.0.0'
 fingerprint:
-  README.md: bafybeifmfma6rglvpa22odtozyosnp5mwljum64utxip2wgmezuhnjjjyi
-  __init__.py: bafybeif5vpc3dfrlxlch7brbhmdwksabyzddpfqgm56vdbbkek3t3br6ke
-  build/ERC20.json: bafybeiemn5b5nszuss7xj6lmvmjuendltp6wz7ubihdvd7c6wqw4bohbpa
-  contract.py: bafybeidewckxjj6vaz7sphkpnjgmsyhi7v7hijaz44yu7vbsnv3znqj3wm
+  README.md: bafybeif7hmm6izsjzpricvczn6dgyky22g3fryjmni7qdf6gybaalgmv5a
+  __init__.py: bafybeiakinrsb2vekfckyvjewz2c3quhf5gq2556royhuxiu4uhhscgo6m
+  build/ERC20.json: bafybeidc2ciuhnallxjzy4pmq3xhlcm5sotszmwk4ekrhebzncowozxrpa
+  contract.py: bafybeig3mdi77e4kka5ubctocv6zo6lxynn2tstcqh4x3t7ot7qgqudlae
 fingerprint_ignore_patterns: []
 contracts: []
 class_name: ERC20

packages/valory/contracts/ipfs_storage/README.md

@@ -0,0 +1 @@
+# ERC20 token contract

packages/valory/contracts/ipfs_storage/__init__.py

@@ -0,0 +1,20 @@
+# -*- coding: utf-8 -*-
+# ------------------------------------------------------------------------------
+#
+#   Copyright 2023-2024 Valory AG
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#       http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+# ------------------------------------------------------------------------------
+
+"""This module contains the support resources for an IPFSDataStorage."""