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Give it a company name and it will gather up-to-date information, then analyze and write a structured markdown report.\n\n## How it works\n\nTwo agents run sequentially:\n\n1. **Researcher** — Senior Financial Researcher who uses [SerperDevTool](https://docs.crewai.com/concepts/tools) (Google Search) to gather current company status, historical performance, challenges/opportunities, recent news, and future outlook for `{company}`.\n2. **Analyst** — Market Analyst and Report Writer who takes the research output and produces a polished report with an executive summary, key findings, trend analysis, and a market outlook (explicitly not intended for trading decisions).\n\nThe final report is written to `output/report.md`.\n\nAgent and task definitions live in:\n- `src/crew_great_financial_researcher/config/agents.yaml`\n- `src/crew_great_financial_researcher/config/tasks.yaml`\n\nOrchestration logic lives in `src/crew_great_financial_researcher/crew.py`.\n\n## Installation\n\nEnsure you have Python >=3.10 <3.14 installed on your system. This project uses [UV](https://docs.astral.sh/uv/) for dependency management and package handling.\n\nInstall uv:\n\n```bash\npip install uv\n```\n\nFrom the project root, install dependencies:\n\n```bash\ncrewai install\n```\n\n### Environment variables\n\nAdd the following to your `.env` file:\n\n```\nMODEL=openai/gpt-5.4-mini\nOPENAI_API_KEY=your-openai-key\nSERPER_API_KEY=your-serper-key\n```\n\n- `OPENAI_API_KEY` — used by both agents (configured via `llm: openai/gpt-5.4-mini` in `agents.yaml`)\n- `SERPER_API_KEY` — required for the researcher's web search tool ([serper.dev](https://serper.dev))\n\n### Customizing\n\n- Modify `src/crew_great_financial_researcher/config/agents.yaml` to change agent roles, goals, backstories, or LLMs\n- Modify `src/crew_great_financial_researcher/config/tasks.yaml` to change task descriptions, expected outputs, or dependencies\n- Modify `src/crew_great_financial_researcher/crew.py` to add tools, change the process type, or add lifecycle hooks\n- Modify `src/crew_great_financial_researcher/main.py` to change how inputs are collected\n- Add custom tools in `src/crew_great_financial_researcher/tools/custom_tool.py`\n\n## Running the Project\n\nFrom the project root:\n\n```bash\ncrewai run\n```\n\nThis prompts for a company name, then runs the crew with:\n```python\ninputs = {\"company\": \"<your input>\", \"current_date\": \"<today's date>\"}\n```\n\nThe result is written to `output/report.md`.\n\n### Other CLI commands\n\n```bash\ncrewai train -n <iterations> -f training.json   # Train the crew\ncrewai replay -t <task_id>                      # Replay from a specific task\ncrewai test -n <iterations> -m <model>           # Evaluate crew performance\n```\n\n## Support\n\n- Visit the [crewAI documentation](https://docs.crewai.com)\n- Reach out via the [crewAI GitHub repository](https://github.com/crewAIInc/crewAI)\n- [Join the crewAI Discord](https://discord.com/invite/X4JWnZnxPb)\n","readmeExcerpt":"CrewGreatFinancialResearcher Crew A $1 multi-agent crew that researches a company and produces a polished financial/market report. 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