Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with rag

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

https://github.com/langgenius/dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

agent ai anthropic backend-as-a-service chatbot gemini genai gpt gpt-4 llama3 llm llmops nextjs openai orchestration python rag workflow workflows

Last synced: 03 Nov 2025

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: 12 May 2025

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

🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / DeepSeek / Qwen), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Plugins/Artifacts) and Thinking. One-click FREE deployment of your private ChatGPT/ Claude / DeepSeek application.

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

Last synced: 04 Jan 2026

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

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

agent-framework-javascript ai-agents custom-ai-agents deepseek deepseek-r1 llama3 llm llm-webui lmstudio local-llm localai mcp mcp-servers multimodal no-code ollama qwen3 rag vector-database

Last synced: 31 Oct 2025

https://github.com/run-llama/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: 09 Sep 2025

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/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/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: 09 Sep 2025

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/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/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: 12 May 2025

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/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: 29 Dec 2025

https://github.com/mem0ai/mem0

Memory for AI Agents; SOTA in AI Agent Memory, beating OpenAI Memory in accuracy by 26% - https://mem0.ai/research

agent ai aiagent application chatbots chatgpt embeddings llm long-term-memory memory memory-management python rag state-management vector-database

Last synced: 12 May 2025

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: 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: 12 May 2025

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: 12 May 2025

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: 12 May 2025

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/cinnamon/kotaemon

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

chatbot llms open-source rag

Last synced: 13 May 2025

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

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

agents ai bert chatgpt generative-ai information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers

Last synced: 12 May 2025

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/hkuds/lightrag

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

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

Last synced: 04 Jul 2025

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/vanna-ai/vanna

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

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

Last synced: 13 May 2025

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

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

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

Last synced: 09 Sep 2025

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

💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities.

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

Last synced: 14 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: 21 Aug 2025

https://github.com/nirdiamant/rag_techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

ai langchain llama-index llm llms opeani python rag tutorials

Last synced: 14 May 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: 12 May 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/eosphoros-ai/DB-GPT

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

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

Last synced: 27 Mar 2025

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

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

ai-chat chatgpt enterprise-search gen-ai information-retrieval nextjs python rag

Last synced: 05 Jan 2026

https://github.com/HKUDS/LightRAG

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

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

Last synced: 27 Feb 2025

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

https://github.com/NirDiamant/RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

ai langchain llama-index llm llms opeani python rag tutorials

Last synced: 21 Aug 2025

https://github.com/getzep/graphiti

Build Real-Time Knowledge Graphs for AI Agents

agents graph llms rag

Last synced: 16 May 2025

https://github.com/dataelement/bisheng

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

agent ai chatbot enterprise finetune genai gpt langchian llama llm llmdevops llmops ocr openai orchestration python rag react sft workflow

Last synced: 14 May 2025

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: 13 May 2025

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: 12 May 2025

https://github.com/reorproject/reor

Private & local AI personal knowledge management app for high entropy people.

ai lancedb llama llamacpp local-first markdown note-taking ollama pkm rag second-brain vector-database

Last synced: 12 May 2025

https://github.com/canner/wrenai

🤖 Open-source GenBI AI Agent that empowers data-driven teams to chat with their data to generate Text-to-SQL, charts, spreadsheets, reports, dashboards and BI. 📈📊📋🧑‍💻

agent anthropic bedrock bigquery business-intelligence charts duckdb genbi llm openai postgresql rag spreadsheets sql sqlai text-to-sql text2sql vertex

Last synced: 12 May 2025

https://github.com/upsonic/upsonic

The most reliable AI agent framework that supports MCP.

agent agent-framework claude computer-use llms mcp model-context-protocol openai rag reliability

Last synced: 14 Dec 2025

https://github.com/future-house/paper-qa

High accuracy RAG for answering questions from scientific documents with citations

ai rag science search

Last synced: 13 May 2025

https://github.com/whitead/paper-qa

High accuracy RAG for answering questions from scientific documents with citations

ai rag science search

Last synced: 18 Apr 2025

https://github.com/sigoden/aichat

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

ai ai-agents chatbot claude cli function-calling gemini llm ollama openai rag rust shell webui

Last synced: 14 May 2025

https://zilliztech.github.io/deep-searcher/

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

agent agentic-rag claude deep-research deepseek deepseek-r1 grok grok3 llama4 llm milvus openai qwen3 rag reasoning-models vector-database zilliz

Last synced: 22 Jul 2025

https://github.com/Future-House/paper-qa

High accuracy RAG for answering questions from scientific documents with citations

ai rag science search

Last synced: 04 Aug 2025

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

Build ChatGPT over your data, all with natural language

agent chatbot chatgpt gpts llamaindex llm openai rag streamlit

Last synced: 11 Apr 2025

https://github.com/sciphi-ai/r2r

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

artificial-intelligence large-language-models python question-answering rag retrieval-augmented-generation retrieval-systems search

Last synced: 14 May 2025

https://github.com/TaskingAI/TaskingAI

The open source platform for AI-native application development.

agent ai ai-native function-call generative-ai gpt langchain llm rag retrieval-augmented-generation vector

Last synced: 28 Mar 2025

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

Large Action Model framework to develop AI Web Agents

ai browser large-action-model llm oss rag

Last synced: 14 May 2025

https://github.com/lavague-ai/LaVague

Large Action Model framework to develop AI Web Agents

ai browser large-action-model llm oss rag

Last synced: 03 Apr 2025

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

🥷 Run AI-agents with an API

agent ai assistant generative-ai llm open-source python rag

Last synced: 14 May 2025

https://github.com/promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

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: 15 Oct 2025

https://github.com/ten-framework/ten-agent

TEN Agent is a conversational voice AI agent powered by TEN, integrating Deepseek, Gemini, OpenAI, RTC, and hardware like ESP32. It enables realtime AI capabilities like seeing, hearing, and speaking, and is fully compatible with platforms like Dify and Coze.

agent ai asr cpp gemini golang gpt-4 gpt-4o llm low-latency multimodal nextjs14 openai python rag real-time realtime tts vision voice-assistant

Last synced: 31 Mar 2025

https://github.com/taskingai/taskingai

The open source platform for AI-native application development.

agent ai ai-native function-call generative-ai gpt langchain llm rag retrieval-augmented-generation vector

Last synced: 12 May 2025

https://github.com/TEN-framework/TEN-Agent

TEN Agent is a conversational voice AI agent powered by TEN, integrating Deepseek, Gemini, OpenAI, RTC, and hardware like ESP32. It enables realtime AI capabilities like seeing, hearing, and speaking, and is fully compatible with platforms like Dify and Coze.

agent ai asr cpp gemini golang gpt-4 gpt-4o llm low-latency multimodal nextjs14 openai python rag real-time realtime tts vision voice-assistant

Last synced: 08 Mar 2025

https://github.com/pyspur-dev/pyspur

A visual playground for agentic workflows: Iterate over your agents 10x faster

agent agents ai builder deepseek framework gemini graph human-in-the-loop llm llms loops multimodal ollama python rag reasoning tool trace workflow

Last synced: 12 May 2025

https://github.com/timescale/pgai

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

ai llm postgresql rag

Last synced: 11 May 2025

https://github.com/katanaml/sparrow

Data processing and instruction calling with ML, LLM and Vision LLM

computer-vision gpt huggingface-transformers llm machinelearning nlp-machine-learning rag vllm

Last synced: 12 May 2025

https://github.com/ragapp/ragapp

The easiest way to use Agentic RAG in any enterprise

agentic agents ai docker llamaindex rag

Last synced: 24 Mar 2025

https://github.com/marker-inc-korea/autorag

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

analysis automl benchmarking document-parser embeddings evaluation llm llm-evaluation llm-ops open-source ops optimization pipeline python qa rag rag-evaluation retrieval-augmented-generation

Last synced: 12 May 2025

https://github.com/decodingml/llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

aws bytewax comet-ml course docker generative-ai infrastructure-as-code large-language-models llmops machine-learning-engineering ml-system-design mlops pulumi qdrant qwak rag superlinked

Last synced: 13 May 2025

https://github.com/gptme/gptme

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web, vision.

ai-agents ai-assistant anthropic chatbot chatgpt cli code-generation llamacpp llm llm-agent llm-apps openai openrouter rag

Last synced: 13 May 2025

https://github.com/aidc-ai/comfyui-copilot

An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance

agent ai comfy-ui comfyui comfyui-nodes copilot deepseek deepseek-v3 flux gpt-4 llm-agent rag stable-diffusion

Last synced: 17 Nov 2025

https://github.com/infiniflow/infinity

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

ai-native approximate-nearest-neighbor-search bm25 cpp20 cpp20-modules embedding full-text-search hnsw hybrid-search information-retrival nearest-neighbor-search rag search-engine tensor-database vector vector-database vector-search vectordatabase

Last synced: 12 May 2025

https://github.com/casibase/casibase

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

a2a agent agi casibase chatbot chatgpt claude gemini gpt huggingface knowledge-base langchain llama llm manus mcp model-context-protocol multi-agent openai rag

Last synced: 02 Jan 2026

https://github.com/modsetter/surfsense

Open Source Alternative to NotebookLM / Perplexity / Glean, connected to external sources such as search engines (Tavily, Linkup), Slack, Linear, Notion, YouTube, GitHub and more.

aceternity-ui agent agents ai chrome-extension extension fastapi glean langchain langgraph nextjs nextjs15 notebooklm notion ollama perplexity python rag slack typescript

Last synced: 15 May 2025

https://github.com/dataherald/dataherald

Interact with your SQL database, Natural Language to SQL using LLMs

ai database finetuning llm nl-to-sql rag sql text-to-sql

Last synced: 14 May 2025

https://github.com/SciPhi-AI/R2R

The all-in-one solution for RAG. Build, scale, and deploy state of the art Retrieval-Augmented Generation applications

artificial-intelligence large-language-models python question-answering rag retrieval-augmented-generation retrieval-systems search

Last synced: 24 Mar 2025

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

🎨 Refly is an open-source AI-native creation engine. Its intuitive free-form canvas interface combines multi-threaded dialogues, artifacts, AI knowledge base integration, chrome extension clip & save, contextual memory, intelligent search, WYSIWYG AI editor and more, empowering you to effortlessly transform ideas into production-ready content.

agent ai ai-memory anthropic artifact artifacts blogs canvas content-creation deep-research deepseek-r1 documentation gemini gpt-4 knowledge-base manus openai-o1 qwen rag workflow

Last synced: 12 Apr 2025

https://github.com/Dataherald/dataherald

Interact with your SQL database, Natural Language to SQL using LLMs

ai database finetuning llm nl-to-sql rag sql text-to-sql

Last synced: 03 Apr 2025

https://github.com/peterh0323/streamer-sales

Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁，一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy 加速推理🚀、RAG检索增强生成 📚、TTS文字转语音🔊、数字人生成 🦸、 Agent 使用网络查询实时信息🌐、ASR 语音转文字🎙️、Vue 生态搭建前端🍍、FastAPI 搭建后端🗝️、Docker-compose 打包部署🐋

asr chat chat-application chatbot chatgpt digital-human gpt internlm-chat-7b internlm2 llm meta-human rag text-generation tts

Last synced: 14 May 2025

https://github.com/gusye1234/nano-graphrag

A simple, easy-to-hack GraphRAG implementation

gpt gpt-4o graphrag learning-by-doing llm rag

Last synced: 29 Jul 2025

https://github.com/kreuzberg-dev/kreuzberg

A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 50+ formats. Available for Rust, Python, Ruby, Go, and TypeScript/Node.js—or use via CLI, REST API, or MCP server.

document-intelligence ffi golang java metadata-extraction node pdf-extraction pdfium python rag ruby rust table-extraction tesseract text-extraction wasm

Last synced: 04 Jan 2026

https://github.com/nvidia/generativeaiexamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

gpu-acceleration large-language-models llm llm-inference microservice nemo rag retrieval-augmented-generation tensorrt triton-inference-server

Last synced: 13 May 2025