weiwill88/Local_Pdf_Chat_RAG
Transparent Python RAG reference with FAISS + BM25 hybrid retrieval, reranking, Gradio UI, and FastAPI.
- Stars
- 958
- Forks
- 184
- Language
- Python
- License
- MIT
- Last commit
- updated Aug 2026
Straight from GitHub
Nobody has written up this repo. Everything on this page comes straight from the GitHub API, so there is no founder write-up, no pros and cons, and no difficulty rating — rather than a generated guess at them.
Maintenance
Pushed within three months of the last stats read (as of Nov 6, 2026).
Licence
MIT
Tech stack
Primary language: Python. GitHub reports only the dominant language, so this is not the whole stack.
Install
No install command has been verified for this repo. Follow the README rather than a guess.
Quality score
Computed by the discovery import when this entry was added.
- Recent activity×0.30
- 0.85
How recently the default branch was pushed to.
- Adoption×0.20
- 0.63
Stars on a log scale, so adoption counts without dominating.
- Description and topics×0.15
- 1.00
Whether the repo describes itself: description, topics, homepage.
- README present×0.15
- 1.00
Whether the repository has a README at all.
- Licence clarity×0.10
- 1.00
Whether GitHub can resolve the licence to a recognised SPDX id.
- Issue health×0.10
- 1.00
Open issues relative to adoption, as a rough maintenance signal.
Similar repos
Same category, ranked by shared topics.
A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
58.7k starsPythonMITupdated Nov 2026AI & MLRAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
93.7k starsGoApache-2.0updated Nov 2026AI & ML[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
40.6k starsPythonMITupdated Nov 2026AI & MLA lightweight, lightning-fast, in-process vector database
16.2k starsC++Apache-2.0updated Nov 2026AI & ML
Stats updated Nov 6, 2026. Stars, forks, issue counts, and dates are a snapshot read from the GitHub REST API, not a live figure. This site makes no requests to GitHub when you load a page.