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Stars

RAG

15 repositories

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

Python 21,233 3,674 Updated Jul 4, 2024

A comprehensive guide to building RAG-based LLM applications for production.

Jupyter Notebook 1,842 256 Updated Aug 2, 2024

Tutorial for ChatGPT + Enterprise Data with Semantic Kernel, OpenAI, and Azure Cognitive Search

C# 167 37 Updated Oct 2, 2023

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes mos…

Python 1,145 612 Updated Dec 22, 2025

Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and showcase experiments with langc…

Jupyter Notebook 149 32 Updated Feb 28, 2025

WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a corpus.

Python 1,536 137 Updated Apr 29, 2025

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 29,892 3,156 Updated Dec 20, 2025

Neo4j graph construction from unstructured data using LLMs

Jupyter Notebook 4,231 756 Updated Dec 22, 2025

RAG that intelligently adapts to your use case, data, and queries

Python 3,636 235 Updated Nov 1, 2025

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Python 8,384 644 Updated Dec 2, 2025

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Python 16,883 2,254 Updated Dec 22, 2025

Everything you need to know to build your own RAG application

Jupyter Notebook 3,815 441 Updated Nov 22, 2025

OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constr…

Java 1,973 239 Updated Jul 5, 2025

Use LLMs for document ranking

Go 160 5 Updated Apr 17, 2025

The most accurate document search and store for building AI apps

Python 3,425 286 Updated Dec 21, 2025