local-rag

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shibing624 /ChatPDF

Star838

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能，基于本地LLM、embedding模型、reranker模型实现，支持GraphRAG，无须安装任何第三方agent库。

pdf rag llm chatpdf chatdoc local-rag graphrag

UpdatedApr 2, 2025
Python

omar-haris /smart-coding-mcp

Star188

An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistants. Built with local AI models, inspired by Cursor's semantic search.

javascript ai mcp ast gemini cursor codex rag mrl llm cluade local-rag antigravity

UpdatedJan 6, 2026
JavaScript

shinpr /mcp-local-rag

Sponsor

Star122

Local-first RAG server for developers using MCP. Semantic + keyword search for code and technical docs. Fully private, zero setup.

skills mcp code-search developer-tools cursor semantic-search privacy-first rag hybrid-search local-rag mcp-server agent-skills claude-code

UpdatedFeb 20, 2026
TypeScript

ragmate /ragmate-lagacy

Star43

Local RAG server for code editors. Scans your codebase, builds a local context index, and connects to any external LLM for context-aware completions and assistance.

jetbrains vscode gemini openai codegen mistral claude rag ai-assistant deepseek local-rag rag-llm

UpdatedSep 11, 2025
Python

nonatofabio /local_faiss_mcp

Star20

Local FAISS vector store as an MCP server – drop-in local RAG for Claude / Copilot / Agents.

semantic-search ai-agents faiss rag vector-database ai-tools llm-tools local-rag model-context-protocol mcp-server

UpdatedFeb 10, 2026
Python

pooyaphoenix /RA3G-Agent

Star11

Local RAG system with a built-in governance agent that filters sensitive or restricted information with separated agent logging systems to keep privacy and security

agent multi-agent security-tools ai-security rag pii-detection ai-privacy llm ollama streamlit-ai local-rag agentic-ai rag-data rag-security

UpdatedFeb 17, 2026
Python

ramchaik /nous

Star8

Nous: A privacy-focused personal knowledge assistant using local LLMs to securely interact with your documents and enhance information retrieval.

redis golang flask privacy ai sqlite rag htmx crag personal-knowledge-system llm langchain local-llm ollama local-rag langgraph tavily go-templ fiass

UpdatedSep 3, 2024
Go

sachink1729 /Financial-RAG-GPU-less-Mistral-Langchain

Star6

All CPU efficient GPU-less Financial Analysis RAG Model with Qdrant, Langchain and GPT4All x Mistral-7B, run RAG without any GPU support!

financial-analysis rag langchain gpt4all qdrant-client local-rag

UpdatedMar 5, 2024
Jupyter Notebook

A RAG-based question-answering system that processes user queries using local documents. It extracts relevant information to answer questions, falling back to a large language model when local sources are insufficient, ensuring accurate and contextual responses.

openai rag gqa llm generative-qa chromadb ollama local-rag

UpdatedDec 20, 2024
Python

PaoloAstrino /cubo

Star2

Self-contained RAG for consumer laptops (16 GB RAM): local ingestion, hybrid retrieval (FAISS + BM25), streaming processing, GDPR-aligned privacy. Runs 10 GB corpora offline with Llama 3.2.

privacy llama gdpr faiss rag vector-search air-gapped streaming-ingestion hybrid-search local-llm retrieval-augmented-generation local-rag consumer-laptop

UpdatedFeb 10, 2026
Python

contactvaibhavi /dotfiles

Star0

Automates hermetic environments (macOS/HPC) to eliminate drift. Provisions offline RAG (Gemma 2), compiles LaTeX manuscripts, and indexes local knowledge. Unifies infrastructure, writing, and inference into a single, audit-ready artifact.

neovim reproducible-research open-science reproducible-science infrastructure-as-code obsidian reproducibility knowledge-management research-engineering rag privacy-preserving-ml hpc-workflow offline-llm latex-automation local-rag hermetic-builds

UpdatedFeb 9, 2026
Python

patek1 /LocalRAG

Star0

LocalRAG: Evaluating local RAG pipeline [University of St. Gallen Bachelor Thesis]

rag local-llm local-rag

UpdatedMay 19, 2025
Python

Cirripide /local-rag-for-documents-be

Star0

A completely local RAG.

nodejs mysql express ai prisma rag llm langchain chromadb local-rag

UpdatedJul 9, 2025
TypeScript

MrCabss69 /rag-openai-chats

Star0

RAG your Language Model convos in local. OpenAI ChatGPT support

local tool local-storage semantic-search rag chatgpt ollama local-rag

UpdatedMay 3, 2025
Jupyter Notebook

nipunanisha /LOCAL-RAG-TOOL

Star0

Locally run RAG tool

rag chromadb retrieval-augmented-generation local-rag

UpdatedOct 26, 2025
Python

Carricacha /local-rag-system

Star0

🤖 Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.

local multi-agent ai-security rag pii-detection ai-privacy vector-database infoserver vuetify3 llm chromadb ollama streamlit-ai local-rag shtf agentic-ai retreival-augmented-generation rag-security

UpdatedFeb 20, 2026
Python

IshaanLabs /azure-local-foundry-rag-demo

Star0

A fully local RAG application using Azure Local Foundry, LangChain, and ChromaDB. It runs optimized LLMs offline, enabling private semantic search and RetrievalQA workflows on your device. Designed to be simple, fast, and entirely cloud-independent.

rag langchain local-llm retrieval-augmented-generation local-rag azure-local-foundry

UpdatedDec 4, 2025
Jupyter Notebook

deepbiolab /rag-for-proteins

Star0

A demonstration of Retrieval-Augmented Generation (RAG) applied to protein analysis

proteins rag llm local-rag

UpdatedApr 7, 2025
Python

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local-rag

Here are 18 public repositories matching this topic...

shibing624 /ChatPDF

omar-haris /smart-coding-mcp

shinpr /mcp-local-rag

ragmate /ragmate-lagacy

nonatofabio /local_faiss_mcp

pooyaphoenix /RA3G-Agent

ramchaik /nous

sachink1729 /Financial-RAG-GPU-less-Mistral-Langchain

sahasourav17 /IntelliAnswer

PaoloAstrino /cubo

contactvaibhavi /dotfiles

patek1 /LocalRAG

Cirripide /local-rag-for-documents-be

MrCabss69 /rag-openai-chats

nipunanisha /LOCAL-RAG-TOOL

Carricacha /local-rag-system

IshaanLabs /azure-local-foundry-rag-demo

deepbiolab /rag-for-proteins

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