- Updated `docs/NOTEBOOK_LM_CONTEXT.txt` with user-provided NotebookLM URL and context directives.
- Enhanced `scripts/market_research.py` and `scripts/upgrade_repo.py`:
- Added proper Jules integration using the REST API structure `{"model": ..., "prompt": ...}` to match MQL5 implementation.
- Added warning suppression for deprecated `google.generativeai` warnings.
- Added robustness checks for API keys.
- Enhanced `scripts/schedule_research.py` with file logging (`logs/scheduler.log`) and next-run prediction.
- Moved `yfinance` and `pandas` imports inside `get_market_data`
- Moved `google.generativeai` import inside `analyze_with_gemini`
- Reduces startup time when these libraries are not immediately needed (e.g. missing API keys or dry runs)
- Keeps fallback simulation logic intact
Co-authored-by: Mouy-leng <199350297+Mouy-leng@users.noreply.github.com>
- Updated `scripts/market_research.py` to provide helpful hints on Jules NameResolutionError.
- Updated `docs/USER_NOTES.md` to document the schedule setup and current API status.
- Created `docs/upgrade_suggestions.md` to establish the upgrade context (NotebookLM) and track pending analysis.
- Verified scheduler execution (PID running).
- Note: Gemini API is currently rate-limited (429) and Jules API endpoint requires verification.
Co-authored-by: Mouy-leng <199350297+Mouy-leng@users.noreply.github.com>
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`.
