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The Top 23 Rag Open Source Projects

Open source projects categorized as Rag
Categories > Rag
Squaredev ⭐ 21
The platform for developers building applications powered by LLMs
most recent commit 8 months ago
Venoyxi88 ⭐ 21
uplea95
most recent commit 6 months ago
Vod ⭐ 20
Retrieval-augmented LMs, at scale
most recent commit 7 months ago
Gpt Gradio Agent ⭐ 20
Build your own GPT Agent,get web resources and manage your local knowledge base with Azure OpenAI API (or OpenAI). 使用 Azure OpenAI（兼容OpenAI）创建自己的 GPT 智能助手，获取网页资源，并构建和管理本地知识库。
most recent commit 5 months ago
Docq ⭐ 20
Private and secure ChatGPT alternative that unlocks knowledge in confidential business documents.
most recent commit 5 months ago
Btp Cap Genai Rag ⭐ 19
Explore this repository for GenAI samples on SAP Business Technology Platform (SAP BTP). We provide examples for single and multitenant versions, showcasing integration of LLMs via SAP AI Core, LangChain in SAP CAP, and advanced techniques like Retrieval Augmented Generation (RAG).
most recent commit 5 months ago
Repoagent ⭐ 19
An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.
most recent commit 5 months ago
Sqlrag ⭐ 17
SQL Server as a vector database, SQL Server Extenstion for RAG
most recent commit 6 months ago
Fondant Usecase Rag ⭐ 17
Data pipelines and notebooks for RAG tuning using Fondant
most recent commit 6 months ago
Gpt All Local ⭐ 15
A "chat with your data" example: using a large language models (LLM) to interact with our own (local) data. Everything is local: the embedding model, the LLM, the vector database. This is an example of retrieval-augmented generation (RAG): we find relevant sections from our documents and pass it to the LLM as part of the prompt (see pics).
most recent commit 6 months ago
Aws Agentic Document Assistant ⭐ 15
An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and analytical questions.
most recent commit 5 months ago
Semantickernel.connectors.memory.sqlserver ⭐ 15
SQL Server connector for Semantic Kernel plugin and Kernel Memory
total releases 14most recent commit 5 months ago
Brevia ⭐ 12
Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information Extraction (IE) applications with LLMs
most recent commit 5 months ago
Document Qa ⭐ 12
Scientific Document Insight Q/A
most recent commit 6 months ago
Fastembed Js ⭐ 12
FastEmbed-JS is a Typescript/NodeJS implementation of @Qdrant/fastembed.
most recent commit 9 months ago
Ai Starter Kit ⭐ 12
A Web app stack written in FastAPI, Qdrant, and React for creating AI projects
most recent commit 8 months ago
Build Ragai ⭐ 11
AI-powered Python components and notebooks for leveraging Large Language Models from OpenAI and Hugging Face.
most recent commit 5 months ago
Aws Llm Sagemaker ⭐ 11
SageMaker Ployglot based RAG opensearch
most recent commit 8 months ago
Semantic Ai ⭐ 11
An open source framework for Retrieval-Augmented System (RAG) uses semantic search helps to retrieve the expected results and generate human readable conversational response with the help of LLM (Large Language Model).
most recent commit 6 months ago
Dataclysm ⭐ 10
Pull high-quality, efficient embeddings for PubMed, arXiv and Wikipedia from Huggingface and use for local LLM inference/Retrieval Augmented Generation (RAG)
most recent commit 5 months ago
Markai ⭐ 9
An open-source OpenAI wrapper for a RAG-based chatbot that seamlessly integrates with your documents.
most recent commit 5 months ago
Alp ⭐ 9
Open-source, knowledge-grounded conversational AI system
most recent commit 6 months ago
Autonomous_general_agent_swarm ⭐ 9
chatgpt on crack
most recent commit 5 months ago
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