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Projects in Awesome Lists tagged with rag

A curated list of projects in awesome lists tagged with rag .

https://github.com/open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

ai llm llm-ui llm-webui llms mcp ollama ollama-webui open-webui openai openapi rag self-hosted ui webui

Last synced: 09 Nov 2026

https://github.com/graphify-labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

ai-agents antigravity ast claude-code code-analysis code-search codex cursor developer-tools gemini graphify graphrag knowledge-graph leiden llm mcp openclaw rag skills tree-sitter

Last synced: 09 Nov 2026

https://github.com/thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

ai ai-agents ai-memory anthropic artificial-intelligence chromadb claude claude-agent-sdk claude-agents claude-code claude-code-plugin claude-skills embeddings long-term-memory mem0 memory-engine openmemory rag sqlite supermemory

Last synced: 09 Nov 2026

https://github.com/paddlepaddle/paddleocr

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

ai4science chineseocr document-parsing document-translation kie ocr paddleocr-vl pdf-extractor-rag pdf-parser pdf2markdown pp-ocr pp-structure rag

Last synced: 09 Nov 2026

https://github.com/unclecode/crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf

ai ai-agents crawler data-extraction llm markdown mcp open-source playwright python rag scraper web-crawler web-crawling web-scraping

Last synced: 09 Nov 2026

https://github.com/datawhalechina/hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

agent llm rag tutorial

Last synced: 09 Nov 2026

https://github.com/dair-ai/prompt-engineering-guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

agent agents ai-agents chatgpt deep-learning generative-ai language-model llms openai prompt-engineering rag

Last synced: 09 Nov 2026

https://github.com/headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

agent ai anthropic claude-code compression context-engineering context-window cursor fastapi langchain llm mcp openai prompt-engineering proxy python rag token-optimization tokens typescript

Last synced: 09 Nov 2026

https://github.com/Graphify-Labs/graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

antigravity claude-code codex gemini graphrag knowledge-graph leiden openclaw rag skills tree-sitter

Last synced: 10 Jul 2026

https://github.com/lobehub/lobe-chat

🤯 LobeHub - an open-source, modern design AI Agent Workspace. Supports multiple AI providers, Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application.

agent ai artifacts chat chatgpt claude deepseek deepseek-r1 function-calling gemini gpt knowledge-base mcp nextjs ollama openai rag

Last synced: 26 Jan 2026

https://github.com/mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

agentic-memory agentic-memory-system agents ai ai-agents chatgpt genai llm long-term-memory memory memory-management python rag state-management

Last synced: 09 Nov 2026

https://github.com/mintplex-labs/anything-llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

agent-computer agent-harness agent-orchestration agentic-ai agentic-workflow ai-agents computer-use hermes-agent llm local-ai localai multimodal rag self-hosted-ai vector-database

Last synced: 09 Nov 2026

https://github.com/datawhalechina/Hello-Agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

agent llm rag tutorial

Last synced: 19 Jun 2026

https://github.com/safishamsi/graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

antigravity claude-code codex gemini graphrag knowledge-graph leiden openclaw rag skills tree-sitter

Last synced: 09 Jun 2026

https://github.com/pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

chatbot hugging-face llm llm-local llm-prompting llm-security llmops machine-learning open-ai pathway rag real-time retrieval-augmented-generation vector-database vector-index

Last synced: 07 Oct 2026

https://github.com/pathwaycom/serviette

A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.

chromadb document-qa document-search duckdb live-data llm milvus mongodb no-code pathway pgvector pinecone qdrant rag real-time retrieval-augmented-generation self-hosted semantic-search vector-database weaviate

Last synced: 09 Nov 2026

https://github.com/bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

agent agent-memory ai-agent book coding-agent context-engineering large-language-models llm mcp multi-agent multimodal rag reinforcement-learning

Last synced: 09 Nov 2026

https://github.com/hkuds/deeptutor

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

ai-agents ai-tutor clawbot cli-tool deepresearch interactive-learning learning multi-agent-systems rag

Last synced: 09 Nov 2026

https://github.com/run-llama/llama_index

LlamaIndex is the document processing platform for AI

agents application data fine-tuning framework llamaindex llm multi-agents rag vector-database

Last synced: 09 Nov 2026

https://github.com/jeecgboot/jeecgboot

【AI 时代的业务系统基座】企业级 AI 低代码平台：权限、多租户、工作流、报表、大屏、AI 知识库等通用能力开箱即用，AI 只需生成业务差异部分。AI Skills 一句话生成完整系统——建表、前后端代码、菜单权限、BPM 流程、表单、报表、大屏全自动。内置 AI 应用平台（聊天、知识库、流程编排、MCP），兼容主流大模型。Java + Vue3，支持单体/微服务与信创国产化。

activiti agent ai antd claude-code cli codegenerator codex flowable langchain4j llm low-code mcp mybatis-plus rag skills spring-ai springboot springcloud vue3

Last synced: 09 Nov 2026

https://github.com/patchy631/ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

agents ai llms machine-learning mcp rag

Last synced: 09 Nov 2026

https://github.com/hkuds/lightrag

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

docling genai gpt graphrag knowledge-graph large-language-models llm mineru rag ragas retrieval-augmented-generation

Last synced: 09 Nov 2026

https://github.com/jerryjliu/llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

agents application data fine-tuning framework llamaindex llm multi-agents rag vector-database

Last synced: 04 Apr 2025

https://github.com/the-vibe-company/quivr

An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.

ai api chatbot chatgpt database docker framework frontend groq html javascript llm openai postgresql privacy rag react security typescript vector

Last synced: 09 Nov 2026

https://github.com/The-Vibe-Company/Quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

ai api chatbot chatgpt database docker framework frontend groq html javascript llm openai postgresql privacy rag react security typescript vector

Last synced: 07 Sep 2026

https://github.com/The-Vibe-Company/quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

ai api chatbot chatgpt database docker framework frontend groq html javascript llm openai postgresql privacy rag react security typescript vector

Last synced: 04 Sep 2026

https://github.com/mindsdb/minds

General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

agents ai analytics artificial-inteligence bigquery business-intelligence databases hacktoberfest llms mcp mssql mysql postgresql rag

Last synced: 14 Jun 2026

https://github.com/mindsdb/minds-platform

Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people seeking production-ready AI systems they can truly control, extend and deploy anywhere.

agents ai analytics artificial-inteligence bigquery business-intelligence databases hacktoberfest llms mcp mssql mysql postgresql rag

Last synced: 16 May 2026

https://github.com/chatchat-space/langchain-chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

chatbot chatchat chatglm chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatglm llama llm milvus ollama qwen rag retrieval-augmented-generation streamlit xinference

Last synced: 09 Nov 2026

https://github.com/HKUDS/LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

genai gpt gpt-4 graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation

Last synced: 14 Aug 2026

https://github.com/mendableai/firecrawl

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

ai ai-scraping crawler data html-to-markdown llm markdown rag scraper scraping web-crawler webscraping

Last synced: 12 May 2025

https://github.com/khoj-ai/khoj

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

agent ai assistant chat chatgpt emacs image-generation llama3 llamacpp llm obsidian obsidian-md offline-llm productivity rag research self-hosted semantic-search stt whatsapp-ai

Last synced: 09 Nov 2026

https://github.com/quivrhq/quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

ai api chatbot chatgpt database docker framework frontend groq html javascript llm openai postgresql privacy rag react security typescript vector

Last synced: 12 Jun 2026

https://github.com/virgiliojr94/book-to-skill

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

agent-skills ai-agents book-to-skill context-engineering document-processing edtech knowledge-base knowledge-management llm pdf-to-markdown rag self-study study-tools

Last synced: 09 Nov 2026

https://github.com/QuivrHQ/quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

ai api chatbot chatgpt database docker framework frontend groq html javascript llm openai postgresql privacy rag react security typescript vector

Last synced: 14 Mar 2025

https://github.com/tencent/weknora

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

agent agentic ai chatbot dsh-plugin embeddings evaluation generative-ai golang knowledge-base llm multi-tenant ollama openai question-answering rag reranking semantic-search vector-search wiki

Last synced: 09 Nov 2026

https://github.com/zhayujie/chatgpt-on-wechat

基于大模型搭建的聊天机器人，同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入，可选择GPT4.1/GPT-4o/GPT-o1/ DeepSeek/Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。

ai chatglm-4 chatgpt claude3 deepseek-r1 dingtalk feishu-bot gemini gpt-4 gpt-41 kimi linkai llm openai python3 qwen rag wechat wechat-bot xunfei-spark

Last synced: 12 May 2025

https://github.com/microsoft/graphrag

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

gpt gpt-4 gpt4 graphrag llm llms rag

Last synced: 09 Nov 2026

https://github.com/datawhalechina/happy-llm

📚 从零开始构建大模型

agent llm rag

Last synced: 09 Nov 2026

https://github.com/chatchat-space/Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

chatbot chatchat chatglm chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatglm llama llm milvus ollama qwen rag retrieval-augmented-generation streamlit xinference

Last synced: 24 Mar 2025

https://github.com/onyx-dot-app/onyx

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

ai ai-chat chatgpt chatui enterprise-search gen-ai information-retrieval llm llm-ui nextjs python rag self-hosted vector-search

Last synced: 09 Nov 2026

https://github.com/getzep/graphiti

Build Real-Time Knowledge Graphs for AI Agents

agents graph llms rag

Last synced: 09 Nov 2026

https://github.com/nirdiamant/rag_techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

agentic-rag ai embeddings generative-ai gpt langchain llama-index llm llms machine-learning nlp openai python rag retrieval-augmented-generation semantic-search tutorials vector-database

Last synced: 09 Nov 2026

https://github.com/simstudioai/sim

Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.

agent-workflow agentic-workflow agents ai aiagents anthropic artificial-intelligence automation chatbot deepseek gemini low-code nextjs no-code openai rag react typescript

Last synced: 09 Nov 2026

https://github.com/labring/fastgpt

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

agent claude deepseek llm mcp nextjs openai qwen rag workflow

Last synced: 09 Nov 2026

https://github.com/mindsdb/mindsdb

AI's query engine - Platform for building AI that can learn and answer questions over large scale federated data.

agi ai artificial-inteligence databases llms rag

Last synced: 25 Feb 2026

https://github.com/humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

12-factor 12-factor-agents agents ai context-window framework llms memory orchestration prompt-engineering rag

Last synced: 09 Nov 2026

https://github.com/deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

agent-framework agentic-ai agentic-rag agents ai ai-agents context-engineering framework genai generative-ai information-retrieval large-language-models llm mcp multi-agent orchestration python rag retrieval-augmented-generation semantic-search

Last synced: 09 Nov 2026

https://github.com/promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

ci ci-cd cicd evaluation evaluation-framework llm llm-eval llm-evaluation llm-evaluation-framework llmops pentesting prompt-engineering prompt-testing prompts rag red-teaming testing vulnerability-scanners

Last synced: 09 Nov 2026

https://github.com/cinnamon/kotaemon

An open-source RAG-based tool for chatting with your documents.

chatbot llms open-source rag

Last synced: 09 Nov 2026

https://github.com/nirdiamant/genai_agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

agentic-ai agents ai ai-agents autonomous-agents genai generative-ai langchain langgraph llm llms machine-learning mcp multi-agent multi-agent-systems openai python rag tutorials

Last synced: 09 Nov 2026

https://github.com/accumulatemore/cv

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

agent agents book chinese computer-vision cv deep-learning jupyter-notebook llm llms machine-learning natural-language-processing nlp notebook python rag

Last synced: 09 Nov 2026

https://github.com/vanna-ai/vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

agent ai data-visualization database llm rag sql text-to-sql

Last synced: 18 Oct 2026

https://github.com/1panel-dev/maxkb

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

agent agentic-ai chatbot deepseek-r1 knowledgebase langchain llama3 llm maxkb mcp-server ollama pgvector qwen3 rag

Last synced: 09 Nov 2026

https://github.com/Cinnamon/kotaemon

An open-source RAG-based tool for chatting with your documents.

chatbot llms open-source rag

Last synced: 26 Aug 2025

https://github.com/nirdiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

agent agent-framework agentic-ai agents ai-agents deployment genai generative-ai langgraph llm llms mcp mlops multi-agent-systems observability production python rag tutorials

Last synced: 09 Nov 2026

https://github.com/coze-dev/coze-studio

An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.

agent agent-platform ai-plugins chatbot chatbot-framework coze coze-platform generative-ai go kouzi low-code-ai multimodel-ai no-code rag studio typescript workflow

Last synced: 09 Nov 2026

https://github.com/liyupi/ai-guide

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

ai ai-agent artificial-intelligence chatgpt claude claude-code codex cursor deep-learning deepseek gemini generative-ai gpt llm mcp openai rag vibe-coding vibecoding vuepress

Last synced: 09 Nov 2026

https://github.com/eosphoros-ai/db-gpt

open-source agentic AI data assistant for the next generation of AI + Data products.

agents bgi database deepseek gpt gpt-4 hacktoberfest llm private rag security vicuna

Last synced: 09 Nov 2026

https://github.com/langbot-app/langbot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Kimi, openclaw / hermes agent, deerflow

agent coze deepseek dify dingtalk discord feishu kook langbot lark line llm n8n ollama openai plugins qq rag telegram wechat

Last synced: 09 Nov 2026

https://github.com/xerj-org/xerj

AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

agent-memory ai-agents bm25 claude-code cli code-search cursor database elasticsearch full-text-search hybrid-search jsonl local-first mcp mcp-server model-context-protocol rag rust search-engine vector-search

Last synced: 09 Nov 2026

https://github.com/arc53/docsgpt

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

agent-builder agents ai chatgpt docsgpt hacktoberfest hacktoberfest-swag hacktoberfest2026 information-retrieval language-model llm machine-learning natural-language-processing python pytorch rag react search semantic-search transformers

Last synced: 09 Nov 2026

https://microsoft.github.io/graphrag/

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

gpt gpt-4 gpt4 graphrag llm llms rag

Last synced: 25 Mar 2025

https://github.com/canner/wrenai

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

ai-agents bigquery business-intelligence charts clickhouse context-engineering dashboard databricks duckdb genbi generative-ai llm mcp postgresql rag semantic-layer snowflake sql text-to-sql text2sql

Last synced: 09 Nov 2026

https://github.com/labring/FastGPT

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

gpt gpt-35-turbo gpt-4 gpt35 llm nextjs openai rag react

Last synced: 14 Mar 2025

https://github.com/ryancodrai/turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

ann avx512 embedding embeddings faiss nearest-neighbor neon python quant quantization rag rust simd turboquant vector-search

Last synced: 09 Nov 2026

https://github.com/memvid/memvid

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

ai context embedded faiss knowledge-base knowledge-graph llm machine-learning memory memvid mv2 nlp offline-first opencv python rag retrieval-augmented-generation semantic-search vector-database video-processing

Last synced: 09 Nov 2026

https://github.com/modsetter/surfsense

Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9

agent agents ai notebooklm notebooklm-alternative rag self-hosted self-hosted-ai web-scraping

Last synced: 09 Nov 2026

https://github.com/microsoft/GraphRAG

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

gpt gpt-4 gpt4 graphrag llm llms rag

Last synced: 21 Aug 2025

https://github.com/arc53/DocsGPT

DocsGPT is an open-source genAI tool that helps users get reliable answers from knowledge source, while avoiding hallucinations. It enables private and reliable information retrieval, with tooling and agentic system capability built in.

ai chatgpt docsgpt hacktoberfest information-retrieval language-model llm machine-learning natural-language-processing python pytorch rag react semantic-search transformers web-app

Last synced: 14 Mar 2025

https://github.com/conardli/easy-dataset

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

dataset fine-tuning javascript llm rag

Last synced: 09 Nov 2026

https://github.com/conardli/garden-skills

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

agent claude gpt-image-2 rag skills web-design

Last synced: 09 Nov 2026

https://github.com/datawhalechina/llm-universe

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

langchain rag

Last synced: 09 Nov 2026

https://github.com/evermind-ai/everos

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

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Last synced: 09 Nov 2026

https://github.com/startrail-org/leann

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

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Last synced: 09 Nov 2026

https://github.com/eosphoros-ai/DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

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Last synced: 27 Mar 2025

https://github.com/codexu/note-gen

Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.

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Last synced: 09 Nov 2026

https://github.com/datawhalechina/all-in-rag

🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

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Last synced: 09 Nov 2026

https://github.com/memtensor/memos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

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Last synced: 09 Nov 2026

https://github.com/dataelement/bisheng

BISHENG is an open-source enterprise Agent platform for building, deploying, and managing AI applications. It combines AI agents, workflows, RAG and knowledge management, desktop agent integration, and vibecoding app hosting with unified model management, evaluation, observability, access control, and enterprise administration.

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Last synced: 10 Nov 2026

https://github.com/1Panel-dev/MaxKB

💬 Ready-to-use, flexible RAG Chatbot.

chatbot knowledgebase langchain llm maxkb ollama pgvector rag

Last synced: 24 Mar 2025