Local Vector Store
byPaddione
0Provides a lightweight vector store with TF-IDF search capabilities for various document types.
About
This tool offers a versatile solution for managing and searching local documents. It features a lightweight vector store utilizing TF-IDF for efficient search across HTML, Markdown, and PDF files. Users can interact with it via a FastAPI HTTP API, a command-line interface, or an interactive vector store manager, making it suitable for both standalone use and integration into larger systems. The comprehensive deployment options, including Docker and Docker Compose, ensure easy setup and scalability.
Key Features
- Lightweight TF-IDF vector search
- FastAPI HTTP API for ingestion and querying
- Interactive CLI Vector Store Manager
- Support for HTML, Markdown, and PDF document ingestion
- Flexible deployment with Docker and Docker Compose
- 0 GitHub stars
Use Cases
- Building local search functionality for document collections
- Integrating vector search capabilities into web applications
- Managing and querying diverse document types (HTML, MD, PDF) within a local environment
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