bolade
bbf6af58f0
- Added FastAPI application with a simple root endpoint. - Developed LLMInvestorParser class for processing investor data from CSV files. - Integrated OpenAI API for LLM enhancements and JSON cleaning. - Implemented structured data extraction and saving to SQL database. - Added functionality to save investor descriptions to ChromaDB for vector similarity search. - Created command-line interface for processing files and searching investors. - Added schema definitions for Investor and related data models using SQLAlchemy and Pydantic. - Implemented logging for better traceability and error handling. - Included requirements.txt for dependency management.
17 lines
255 B
Plaintext
17 lines
255 B
Plaintext
# Core dependencies
|
|
pandas>=2.0.0
|
|
sqlalchemy>=2.0.0
|
|
pydantic>=2.0.0
|
|
|
|
# Vector database
|
|
chromadb>=0.4.0
|
|
|
|
# LLM integration
|
|
openai>=1.0.0
|
|
|
|
# Environment management
|
|
python-dotenv>=1.0.0
|
|
|
|
# Additional dependencies for data processing
|
|
typing-extensions>=4.0.0
|