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.
Parallelizes the Gemini and Jules AI analysis calls in `scripts/market_research.py` using `concurrent.futures`. This optimization allows both API requests to execute concurrently, reducing the total execution time of the script to the duration of the slower request rather than the sum of both.
Changes:
- Imported `concurrent.futures` in `scripts/market_research.py`.
- Replaced sequential calls to `analyze_with_gemini` and `analyze_with_jules` with `ThreadPoolExecutor` submission.
- 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`.
