Updated market_research.py and upgrade_repo.py to use 'gemini-flash-latest' as the default model, fixing 429/404 errors with the previous 'gemini-2.0-flash' default. Ran the scripts to generate fresh 'docs/market_research_report.md' and 'docs/upgrade_suggestions.md' using the provided API keys.
- Added `yfinance` to fetch real market data.
- Enhanced `scripts/market_research.py` to use `yfinance` and support Jules AI.
- Enhanced `scripts/upgrade_repo.py` to support Jules AI for code suggestions.
- Updated `scripts/schedule_research.py` to load environment variables.
- Created `scripts/setup_research.sh` to automate setup.
- Updated `requirements.txt` and `README.md`.
- Added `scripts/market_research.py` to analyze market data using Gemini.
- Added `scripts/upgrade_repo.py` to suggest code upgrades based on research.
- Added `scripts/schedule_research.py` to orchestrate periodic research.
- Updated `config/startup_config.json` to include the scheduler.
- Added `schedule` and `google-generativeai` to `requirements.txt`.
