https://github.com/runtime-error786/hybridsearch
https://github.com/runtime-error786/hybridsearch
chromadb dense-retrieval langchain sparse-matrix
Last synced: 10 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/runtime-error786/hybridsearch
- Owner: runtime-error786
- Created: 2024-08-15T15:28:36.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-15T19:41:02.000Z (over 1 year ago)
- Last Synced: 2025-02-01T08:22:19.668Z (12 months ago)
- Topics: chromadb, dense-retrieval, langchain, sparse-matrix
- Language: Jupyter Notebook
- Homepage:
- Size: 1.51 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
RAG (Retrieval-Augmented Generation) with Hybrid Retrieval
This project implements a Retrieval-Augmented Generation (RAG) system using a combination of vector-based and sparse retrieval methods. The system utilizes Chroma for vector-based retrieval and BM25 for sparse retrieval, providing a robust hybrid retrieval mechanism for better context-aware responses.