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Stars

RAG

36 repositories

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

Python 798 54 Updated Feb 7, 2025

All-in-one platform for search, recommendations, RAG, and analytics offered via API

Rust 2,599 237 Updated Jan 25, 2026
Python 907 110 Updated Oct 26, 2024

Retrieval and Retrieval-augmented LLMs

Python 11,314 834 Updated Dec 15, 2025

Codebase for RetroMAE and beyond.

Python 272 24 Updated Jun 7, 2024
Python 74 1 Updated Feb 22, 2023

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

Python 7,568 833 Updated Jul 14, 2025

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Python 11,030 1,059 Updated Feb 21, 2026

ImageBind One Embedding Space to Bind Them All

Python 8,974 845 Updated Nov 21, 2025

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of …

Go 15,630 1,197 Updated Feb 22, 2026

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

Jupyter Notebook 2,989 483 Updated Feb 12, 2026

Evaluation for AI apps and agent

Python 44 3 Updated Jan 18, 2024

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

Python 5,848 349 Updated Oct 28, 2025

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

C++ 4,395 413 Updated Feb 16, 2026

AgentSearch is a framework for powering search agents and enabling customizable local search.

Python 518 49 Updated Apr 22, 2024

High accuracy RAG for answering questions from scientific documents with citations

Python 8,196 829 Updated Feb 21, 2026

Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.

Python 218 14 Updated Feb 14, 2024

Quickly and easily build AI website or application by using embeddings!

TypeScript 390 40 Updated Jul 3, 2024

LangChain-powered web researcher chatbot. Searches for sources on the web and cites them in generated answers.

TypeScript 554 110 Updated Mar 21, 2024

Embedding Studio is a framework which allows you transform your Vector Database into a feature-rich Search Engine.

Python 382 5 Updated Apr 24, 2025

Building a quick conversation-based search demo with Lepton AI.

TypeScript 8,117 1,018 Updated Dec 2, 2025

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

C++ 25,261 860 Updated Feb 20, 2026

Question and Answer based on Anything.

Python 13,856 1,345 Updated Mar 24, 2025

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Python 73,528 8,152 Updated Feb 14, 2026

FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a mu…

Python 8,729 914 Updated Apr 18, 2024

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 2,018 242 Updated Jul 5, 2025

Perplexity Inspired Answer Engine

TypeScript 5,014 793 Updated Jun 27, 2025

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

Python 1,649 134 Updated Dec 4, 2025