Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/jonfairbanks/local-rag

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
https://github.com/jonfairbanks/local-rag

large-language-models llm ollama rag retrieval-augmented-generation

Last synced: about 1 month ago
JSON representation

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

Host: GitHub
URL: https://github.com/jonfairbanks/local-rag
Owner: jonfairbanks
License: gpl-3.0
Created: 2024-02-15T07:28:30.000Z (9 months ago)
Default Branch: develop
Last Pushed: 2024-08-12T19:33:27.000Z (3 months ago)
Last Synced: 2024-09-30T05:22:15.177Z (about 1 month ago)
Topics: large-language-models, llm, ollama, rag, retrieval-augmented-generation
Language: Python
Homepage:
Size: 54.4 MB
Stars: 505
Watchers: 10
Forks: 60
Open Issues: 7
Metadata Files:
- Readme: README.md
- Contributing: docs/contributing.md
- License: LICENSE

Awesome Lists containing this project

README

        # 📚 Local RAG

![local-rag-demo](demo.gif)

[![OpenSSF Best Practices](https://www.bestpractices.dev/projects/8588/badge)](https://www.bestpractices.dev/projects/8588)

![GitHub Commit Activity](https://img.shields.io/github/commit-activity/t/jonfairbanks/local-rag)

![GitHub Last Commit](https://img.shields.io/github/last-commit/jonfairbanks/local-rag)

![GitHub License](https://img.shields.io/github/license/jonfairbanks/local-rag)

Offline, Open-Source RAG

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

Features:

- Offline Embeddings & LLMs Support (No OpenAI!)

- Support for Multiple Sources

    - Local Files

    - GitHub Repos

    - Websites

- Streaming Responses

- Conversational Memory

- Chat Export

Learn More:

- [Setup & Deploy the App](docs/setup.md)

- [Using Local RAG](docs/usage.md)

- [RAG Pipeline](docs/pipeline.md)

- [Planned Features](docs/todo.md)

- [Troubleshooting](docs/troubleshooting.md)

- [Known Bugs & Issues](docs/todo.md#known-issues--bugs)

- [Resources](docs/resources.md)

- [Contributing](docs/contributing.md)