RAG & Vector

Explore 127 open source projects in RAG & Vector

Showing 41-60 of 127 projects

timescale/pgai

A suite of tools to develop RAG, semantic search, and other AI apps more easily with PostgreSQL

5.8K
Active
PLpgSQL
RAG & Vector
Databases
PostgreSQL
#ai#llm#postgresql

firebase/genkit

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, used in production by Google.

5.6K
Active
TypeScript
LLM Frameworks
Agents & Orchestration
TypeScript
#ai#agents#llm

OpenBMB/UltraRAG

A low-code MCP framework for building complex and innovative RAG pipelines with AI tools.

5.4K
Active
Python
MCP Frameworks
RAG & Vector
Flask
#multimodal#low-code#rag

TaskingAI/TaskingAI

An open-source platform for building AI-native applications using LLMs, agents, and retrieval-augmented generation.

5.4K
Archived
Python
LLM Frameworks
Agents & Orchestration
LangChain
#ai-native#llm#gpt

dimforge/rapier

A high-performance 2D and 3D physics engine focused on performance, built in Rust.

5.2K
Active
Rust
API Frameworks
CLI Tools
Rust
#physics#2D#3D

DataTalksClub/llm-zoomcamp

Free course teaching RAG, LLM frameworks, and building AI Q&A systems over knowledge bases

4.7K
Stable
Jupyter Notebook
Tutorials & Courses
RAG & Vector
LangChain
#llm-course#rag-tutorial#langchain-fundamentals

datawhalechina/tiny-universe

An open-source guide for building a 'Tiny-Universe' of large language models and AI tools.

4.6K
Stable
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#large-language-models#diffusion#evaluation-metrics

truefoundry/cognita

A RAG (Retrieval Augmented Generation) framework for building modular, open-source AI applications by TrueFoundry.

4.3K
Stable
Python
LLM Frameworks
RAG & Vector
React
#ai#llm#rag

bragai/bRAG-langchain

This repository provides everything needed to build a Retrieval Augmented Generation (RAG) application using the LangChain framework.

4.0K
Stable
Jupyter Notebook
LLM Frameworks
RAG & Vector
React
#agentic-rag#chatbot#llm

cozodb/cozo

A transactional, relational-graph-vector database that uses Datalog for query, designed for AI and ML use cases.

3.9K
Archived
Rust
Databases
RAG & Vector
#database#graph-database#datalog

Agenta-AI/agenta

An open-source LLMOps platform for prompt playground, prompt management, LLM evaluation, and LLM observability.

3.9K
Active
TypeScript
LLM Frameworks
LLM Wrappers & SDKs
React
#llm-platform#prompt-engineering#prompt-management

HelixDB/helix-db

HelixDB is an open-source graph-vector database built from scratch in Rust for AI coding tools and workflows.

3.9K
Active
Rust
RAG & Vector
Databases
#graph-database#vector-database#rust

AnswerDotAI/RAGatouille

A modular and easy-to-use Python library for training and using state-of-the-art retrieval models like ColBERT in RAG pipelines.

3.9K
Experimental
Python
RAG & Vector
API Frameworks
Python
#retrieval#rag#colbert

circlemind-ai/fast-graphrag

An intelligent and adaptable RAG (Retrieval Augmented Generation) library for AI-powered applications.

3.7K
Stable
Python
RAG & Vector
GraphQL
Python
#retrieval-augmented-generation#vector-databases#graphql

OSU-NLP-Group/HippoRAG

HippoRAG is a novel RAG framework that enables LLMs to continuously integrate knowledge across external documents.

3.3K
Stable
Python
LLM Frameworks
RAG & Vector
Python
#llm#knowledge-integration#knowledge-graphs

cohere-ai/cohere-toolkit

Cohere Toolkit is a collection of prebuilt components for quickly building and deploying RAG applications.

3.2K
Active
TypeScript
RAG & Vector
Component Libraries (React)
React
#rag#vector#react-components

anvaka/ngraph.path

A JavaScript library for finding paths in a graph data structure, useful for AI-powered tools and apps.

3.1K
Active
JavaScript
RAG & Vector
CLI Tools
Node.js
#algorithm#graph#pathfinder

NVIDIA/ChatRTX

A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM.

3.1K
Active
Python
LLM Frameworks
RAG & Vector
Python
#chatbots#retrieval-augmented-generation#tensorrt

swirlai/swirl-search

Secure, scalable AI-powered search and retrieval platform for enterprise knowledge across 100+ apps.

3.0K
Active
Python
Search-as-a-Service
LLM Frameworks
Django
#ai-search#federated-search#retrieval-augmented-generation

lumina-ai-inc/chunkr

Chunkr is a Rust-based vision infrastructure for turning complex documents into RAG/LLM-ready data.

2.9K
Stable
Rust
RAG & Vector
API Frameworks
#document-processing#rag#llm

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