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WalkthroughAdds a new finnews multi-agent content pipeline including a README, a generated blog, four agent YAML configs, four task YAML configs, an env helper for API keys, and updated requirements for CrewAI and YAML tooling. All changes are additions; no existing code modified. Changes
Sequence Diagram(s)sequenceDiagram
autonumber
actor U as User
participant O as Orchestrator (CrewAI)
participant H as Env Helper
participant M as Market News Monitor
participant A as Data Analyst
participant C as Content Creator
participant Q as Quality Assurance
participant Out as Markdown Output
U->>O: Submit {subject}
O->>H: load_env() / get_*_api_key()
Note right of H #lightgreen: Reads .env for MISTRAL/OPENAI/GROQ/SERPER
O->>M: monitor_financial_news({subject})
M-->>O: headlines summary
O->>A: analyze_market_data({subject}, headlines)
A-->>O: insights, analyses, visuals
O->>C: create_content({subject}, insights)
C-->>O: draft content (Markdown)
O->>Q: quality_assurance(draft)
Q-->>O: proofed, formatted Markdown
O-->>Out: persist final Markdown
O-->>U: deliver final content
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes Possibly related PRs
Poem
Pre-merge checks and finishing touches✅ Passed checks (3 passed)
✨ Finishing touches🧪 Generate unit tests
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✅ Files skipped from review due to trivial changes (1)
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Actionable comments posted: 2
🧹 Nitpick comments (4)
finnews-agent-writer-crewai/README.md (1)
84-96: Annotate fenced shell snippets with a languageMarkdownlint flags these blocks, and adding a language hint (e.g.,
bash) also improves editor highlighting.-``` +```bash pip install -r requirements.txt...
-+bash
export MISTRAL_API_KEY=your_key_here
export SERPER_API_KEY=your_key_here... -``` +```bash jupyter notebook main.ipynb</blockquote></details> <details> <summary>finnews-agent-writer-crewai/helper.py (1)</summary><blockquote> `4-24`: **Cache `.env` loading to avoid redundant disk hits.** Every getter calls `load_env()`, which in turn re-reads the `.env` file. If these helpers are invoked multiple times during an agent run, that’s unnecessary disk I/O. Cache the load once and reuse it. ```diff +_ENV_LOADED = False + def load_env(): - _ = load_dotenv(find_dotenv()) + global _ENV_LOADED + if not _ENV_LOADED: + load_dotenv(find_dotenv()) + _ENV_LOADED = Truefinnews-agent-writer-crewai/config/agents.yaml (1)
58-67: Trim trailing blank lines to satisfy yamllint.Lines 58 onward are empty, triggering the
empty-lineswarning from yamllint (10 blank lines). Removing them keeps the config tidy and silences the check.- - - - - - - - - -finnews-agent-writer-crewai/config/tasks.yaml (1)
66-74: Drop the extra blank lines at EOF.Similar to
agents.yaml, the trailing empty lines violate yamllint’sempty-linesrule. Trimming them keeps CI quiet.- - - - - - - - -
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📒 Files selected for processing (6)
finnews-agent-writer-crewai/README.md(1 hunks)finnews-agent-writer-crewai/config/agents.yaml(1 hunks)finnews-agent-writer-crewai/config/tasks.yaml(1 hunks)finnews-agent-writer-crewai/generated_blog.md(1 hunks)finnews-agent-writer-crewai/helper.py(1 hunks)finnews-agent-writer-crewai/requirements.txt(1 hunks)
🧰 Additional context used
🪛 YAMLlint (1.37.1)
finnews-agent-writer-crewai/config/agents.yaml
[warning] 66-66: too many blank lines (10 > 2)
(empty-lines)
🪛 markdownlint-cli2 (0.18.1)
finnews-agent-writer-crewai/README.md
84-84: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
89-89: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
94-94: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
…rify references section; modify requirements.txt to ensure python-dotenv is listed correctly.
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Actionable comments posted: 1
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📒 Files selected for processing (2)
finnews-agent-writer-crewai/generated_blog.md(1 hunks)finnews-agent-writer-crewai/requirements.txt(1 hunks)
🚧 Files skipped from review as they are similar to previous changes (1)
- finnews-agent-writer-crewai/requirements.txt
…ity and completeness
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1 participant
This project demonstrates an agentic content generation pipeline using CrewAI and Mistral models.
It monitors live market news, analyzes data, generates blog + social content, and runs QA checks before outputting clean markdown.
Summary by CodeRabbit
New Features
Documentation
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