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Projects in Awesome Lists tagged with agentic-rag

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

https://github.com/ruvnet/ruflo

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration

agentic-ai agentic-framework agentic-rag agentic-workflow agents ai-agent ai-assistant ai-coding ai-skills autonomous-agents claude-code codex mcp-server multi-agent multi-agent-systems npm skills swarm swarm-intelligence typescript

Last synced: 30 May 2026

https://github.com/stanford-oval/storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

agentic-rag deep-research emnlp2024 knowledge-curation large-language-models naacl nlp report-generation retrieval-augmented-generation

Last synced: 13 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/ModelEngine-Group/nexent

Nexent is a zero-code platform for auto-generating agents — no orchestration, no complex drag-and-drop required. Nexent also offers powerful capabilities for agent running control, data processing and MCP tools.

agent agentic-ai agentic-framework agentic-rag agentic-workflow ai llm rag

Last synced: 12 Jan 2026

https://github.com/BragAI/bRAG-langchain

Everything you need to know to build your own RAG application

agentic-rag ai chatbot llm machine-learning python rag

Last synced: 31 Mar 2025

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

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

agentic-rag ai ai-agents ai-sdk chatbots embeddings genai llms memory memory-management rag vercel-ai-sdk

Last synced: 10 Mar 2026

https://github.com/bRAGAI/bRAG-langchain

Everything you need to know to build your own RAG application

agentic-rag ai chatbot llm machine-learning python rag

Last synced: 14 Jan 2026

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

Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的工作流、插件以及应用开发能力，RAG知识库与数据表存储能力，MCP接入以及开放能力。

a2a agent agent-os agent-sandbox agentic agentic-rag agentos application chatbot mcp rag skills workflow

Last synced: 15 Apr 2026

https://github.com/wassim249/yt-navigator

YT Navigator: AI-powered YouTube content explorer that lets you search and chat with channel videos using AI agents. Extract insights from hours of content in seconds with semantic search and precise timestamps.

agentic-ai agentic-rag ai django langchain langgraph llm python rag reranking youtube youtube-bot

Last synced: 19 Oct 2025

https://github.com/wassim249/YT-Navigator

YT Navigator: AI-powered YouTube content explorer that lets you search and chat with channel videos using AI agents. Extract insights from hours of content in seconds with semantic search and precise timestamps.

agentic-ai agentic-rag ai django langchain langgraph llm python rag reranking youtube youtube-bot

Last synced: 01 Apr 2025

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

Llama Agents + Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.

agentic-ai agentic-framework agentic-rag agentic-workflow agents ai event-driven orchestration

Last synced: 22 Apr 2026

https://github.com/run-llama/workflows-py

Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.

agentic-ai agentic-framework agentic-rag agentic-workflow agents ai event-driven orchestration

Last synced: 18 Mar 2026

https://github.com/tilotech/identity-rag-customer-insights-chatbot

Connect to your customer data using any LLM and gain actionable insights. IdentityRAG creates a single comprehensive customer 360 view (golden record) by unifying, consolidating, disambiguating and deduplicating data across multiple sources through identity resolution.

agentic-rag identity-resolution langchain

Last synced: 09 Apr 2025

https://github.com/Denis2054/Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

agentic-ai agentic-rag context-engineering deterministic-ai gpt-5-api mcp model-context-protocol multi-agent-systems pinecone rag semantic-analysis semantic-blueprints universal-context-engine

Last synced: 14 Apr 2026

https://github.com/rootflo/flo-ai

🔥🔥🔥 Simple way to create composable AI agents

agentic-ai agentic-rag ai crewai flo-ai generative-ai langchain langgraph retrieval-augmented-generation

Last synced: 04 Apr 2025

https://github.com/vectara/py-vectara-agentic

A python library for creating AI assistants with Vectara, using Agentic RAG

agentic-rag agents framework rag vectara

Last synced: 07 Apr 2025

https://github.com/mohannadcse/depsrag

Interactive LLM Chatbot that constructs direct and transitive software dependencies as a knowledge graph and answers user's questions leveraging RAG and critic-agent approach

agentic-rag chat dependency-chain dependency-graph llm multi-agent-llms rag software-dependencies

Last synced: 06 Apr 2026

https://github.com/distribute-dev/modelplexer

Multiplexer for AI protocols, agents, models, and tools

agentic-framework agentic-rag agentic-workflow agents ai llm rag

Last synced: 16 Aug 2025

https://github.com/bessouat40/raglight

RAGLight is a lightweight and modular Python library for implementing Retrieval-Augmented Generation (RAG), Agentic RAG and RAT (Retrieval augmented thinking)..

agent agentic-ai agentic-rag agentic-workflow artificial-intelligence automation data-science embeddings framework huggingface inference llm lmstudio mistral-api mistralai ollama rag retrieval-augmented retrieval-augmented-generation vector-database

Last synced: 04 Mar 2026

https://github.com/distribute-dev/dagen

Agents and RAG workflows with little to no code

agentic-framework agentic-rag agentic-workflow agents ai llm rag

Last synced: 06 Mar 2025

https://github.com/tilotech/langchain-tilores

This repository provides the building blocks for integrating LangChain, LangGraph, and the Tilores entity resolution system.

agentic-rag entity-resolution langchain

Last synced: 30 Mar 2025

https://github.com/julienlucas/agentic-rag-multiagent

Système RAG agentique multi-agent (Recherche, VérificateurPertinence, FactChecker) à haute précision et évitant les hallucinations dans la recherche de documents (meilleur que GPT4o et DeepSeek R1)

agentic-rag bm25 chromadb django langgraph multi-agent rag

Last synced: 11 Apr 2026

https://github.com/snath-ai/lar

Lár the Pytorch for Agents is the open-source "glass box" engine for building, debugging, and running auditable, self-correcting AI agents.

agentic agentic-ai agentic-framework agentic-rag agents anthropic anthropic-api auditable chatgpt claude dependable-ai gemini gemini-ai gemini-api open-source openai openai-api

Last synced: 10 May 2026

https://github.com/kyopark2014/agentic-rag

It shows how to realize agentic RAG.

agentic-rag aws rag streamlit workflow

Last synced: 22 Mar 2025

https://github.com/renswickd/rag-master-repo

Master repository for various RAG types.

agentic-rag cache-rag groq langgraph multi-modal-rag openai rag rag-ubac

Last synced: 05 May 2026

https://github.com/astrabert/ragcoon

Agentic RAG to help you build a startup🚀

agentic-rag groq llamaindex mesop qdrant qwq-32b rag startup

Last synced: 25 Oct 2025

https://github.com/matstech/linden

🌳 A Python engine for orchestrating complex LLM workflows, from simple data processing to RAG agents.

agentic-ai agentic-rag agents ai ai-agents chatbots generative-ai llm python rag

Last synced: 20 Feb 2026

https://github.com/oomkapwn/enquire-mcp

The most advanced Obsidian MCP — long-term memory for AI agents. Hybrid retrieval (BM25 + ML + BGE rerank, RRF-fused), HNSW + int8 quantization, agentic RAG (HyDE + sub-question), standalone Bases, PDFs+OCR. For Claude Code/Desktop, Cursor, ChatGPT, Codex, OpenClaw. MCP-native, MIT, SLSA-3.

agent-memory agentic-rag ai-memory chatgpt claude claude-code claude-memory codex cursor hybrid-search llm-memory long-term-memory mcp-server model-context-protocol obsidian obsidian-mcp openclaw rag second-brain semantic-search

Last synced: 28 May 2026

https://github.com/mdalamin5/agentic-ai-journey-with-huggingface-and-langchain-academy-course

A comprehensive implementation of the HuggingFace and Langchain-academy Agentic AI course. Explore LLM-powered agents using transformers-agents, custom tools, multi-step reasoning, and real-world deployment workflows across Hugging Face's agent framework and inference APIs.

agentic-ai agentic-rag groq-api human-in-the-loop langgraph long-short-term-memory ollama

Last synced: 24 Oct 2025

https://github.com/sweetsophia/noosphere

A universal memory and wiki knowledge layer for AI agents — structured enough for automation, readable enough for humans.

agentic-memory agentic-rag agentic-workflow ai ai-agent ai-skill document-management memory-system wiki

Last synced: 16 May 2026

https://github.com/tilotech/tilores-langchain

This repository provides the building blocks for integrating LangChain, LangGraph, and the Tilores entity resolution system.

agentic-rag entity-resolution identity-resolution langchain

Last synced: 06 Oct 2025

https://github.com/ksmooi/agentic_ai_lab

This project offers hands-on examples for LangChain and LangGraph, complementing their textbooks with practical guides on workflows, tools, and agentic RAG techniques.

agentic-ai agentic-rag autogen langchain langgraph

Last synced: 13 Apr 2025

https://github.com/amienbou121/crawl4ai-mcp-server

🕷️ Enable AI agents to scrape and crawl the web effortlessly with this lightweight Model Context Protocol server, integrating seamlessly into your workflows.

agentic-ai agentic-rag agentic-workflow ai-agents claude-code crawl4ai crawling firecrawl-alternative keyword-search mcp model-context-protocol-servers openai-agents-sdk pydantic-ai reranking semantic-search uvx web-crawling web-scraping

Last synced: 02 May 2026

https://github.com/shivamgoyal03/azure-foundry-webinar

This repository is the official companion for the Azure AI Foundry Agent Service Webinar Series. It provides hands-on code samples, modular use cases, and practical guides for building, deploying, and scaling AI agents on Azure.

agentic-ai-architecture agentic-rag ai-agents azure azure-ai-foundry azure-ai-services azure-functions code-samples model-context-protocol semantic-kernel tutorial webinar

Last synced: 10 Jul 2025

https://github.com/inngest/deepseek-r1-agentic-rag-arxiv-research-example

Test the Agentic and large context window capabilities of DeepSeek-R1 QWEN 32b with this ready to deploy example 📦

agentic-ai agentic-rag deepseek-r1 typescript

Last synced: 12 Apr 2025

https://github.com/pabroux/langchain-langgraph-crash-course

Crash course to master LangChain and LangGraph from basics to advanced workflows like RAG, intelligent web-search agents and text classifiers.

agentic-ai agentic-rag agents ai langchain langgraph llm openai-api rag react tavily

Last synced: 08 May 2026

https://github.com/hesamaria/rag-chatbot

🧠 Build a RAG-driven chatbot to answer user questions using real-world knowledge from documents, focused on mental health and social policy in Indonesia.

agentic-rag api astradb chat-application confluence gpu identity-resolution lamacpp langchain langchain-python llama3 lumina nlp octo ollama rag rag-implementation vector-database

Last synced: 30 Apr 2026

https://github.com/dilrux10/readify

AI-enabled Intelligent Assistant to Improve Reading and Comprehension Skills in English Language. [Ongoing]

agentic-ai agentic-rag generative-ai langchain python retrieval-augmented-generation

Last synced: 07 Feb 2026

https://github.com/moleculeprotocol/mira-ai-prototype-v0

Ask anything about DeSci & Molecule! Smart chatbot with local knowledge + web search fallback

agentic-rag ai ai-assistant chatbot desci lancedb rag retrieval-augmented-generation web3

Last synced: 04 Sep 2025

https://github.com/ruchip16/agentic-chatbot

Agentic Chatbot: for Navigating Red Hat Internal resources from THE SOURCE

agentic-rag huggingface-embeddings llama-index ollama-api slackbot

Last synced: 04 Mar 2026

https://github.com/reckadon/inter-iit-pathway-pathrag-court-simulator

A Multi Agent RAG Application built with LangGraph, CrewAI and Pathway. The App simulates the working of an Indian Legal Court.

agentic-rag agentic-workflow ai crewai langchain langgraph multiagent-systems python rag

Last synced: 09 May 2026

https://github.com/leehanchung/researchbench

A Benchmark for Evaluating Agentic Search and Deep Research Discovery, Completeness, and Traversal Depth

agentic-rag agentic-search deep-research deep-research-agent

Last synced: 08 Feb 2026

https://github.com/pramod-zillella/agentic-rag-chatbot

The Agentic RAG Fitness Chatbot is an AI-powered application designed to provide personalized fitness guidance and workout recommendations.

agentic-rag langgraph langsmith prompt-engineering

Last synced: 08 Mar 2026

https://github.com/pramod-zillella/Agentic-Rag-Chatbot

The Agentic RAG Fitness Chatbot is an AI-powered application designed to provide personalized fitness guidance and workout recommendations.

agentic-rag langgraph langsmith prompt-engineering

Last synced: 09 Mar 2025

https://github.com/adamoutler/joplin-server-vector-memory

An MCP search and memory system for Joplin Notes

agent agentic-ai agentic-rag agentic-workflow mcp mcp-server

Last synced: 20 Apr 2026

https://github.com/greathayat/langgraph-corrective-rag

A repository to learn & explore the CRAG - A better version of RAG.

agentic-ai agentic-rag ai langgraph langgraph-python

Last synced: 28 Mar 2025

https://github.com/vijaysingh1621/ai-powererd-interview-assistant

A real-time, AI-powered interview assistant that connects with platforms like Google Meet and Zoom to transcribe live interviews using Deepgram’s SST API (~100ms latency). It extracts questions, retrieves context from user-uploaded resumes or documents (via Gemini + Pinecone), and generates accurate responses using Claude.

agentic-rag claude deepgram-stt gemini-embeddings nextjs pineconedb tavily-api typescript

Last synced: 18 May 2026

https://github.com/sochdb/sochdb-python-sdk

SochDB is a high-performance embedded, ACID-compliant database purpose-built for AI agents and memory - python sdk

agent-memory agentic-ai agentic-framework agentic-rag agents-databases database database-management embeedings python-database vector-database

Last synced: 26 Jan 2026

https://github.com/zilliztech/codeindexer

An open-source code indexing and search tool implemented with Milvus vector database and popular embedding models. You can build your AI Coding IDE or code search plugin with it.

agent agentic-rag ai-coding chrome-extension code-generation code-search cursor embedding ide mcp merkle-tree nodejs openai rag semantic-search typescript vector-database vibe-coding voyage-ai vscode-extension

Last synced: 04 Jul 2025

https://github.com/knowz-io/knowzcode

**KnowzCode** - Structured development methodology for AI coding assistants. TDD workflows, quality gates, specs, and tracking that work across Claude Code, Gemini, Cursor, Copilot, Codex, and Windsurf.

agentic-ai agentic-rag claude claude-code codex gemini knowz

Last synced: 15 Feb 2026

https://github.com/monat1628/ai_agents

🤖 Automate data analysis and machine learning with a multi-agent system that provides insights and reports efficiently using advanced AI technologies.

agentic-ai agentic-framework agentic-rag agents ai ai-agents-framework autogpt chatgpt developer-tools genai generative-ai langchain mcp multiagent-systems nodejs python workflow-automation workflows

Last synced: 12 Apr 2026

https://github.com/chernistry/shafi

Evidence-first legal QA system — 300+ DIFC documents, 16 retrieval experiments, 87.5% rejected after ablation. LangGraph + Qdrant + FastAPI. Agentic RAG Challenge 2026.

agentic-rag ai-agents competition document-processing evaluation fastapi langchain langgraph legal-ai legal-tech llm nlp openai python qdrant question-answering rag retrieval-augmented-generation vector-search

Last synced: 02 Apr 2026

https://github.com/busraoguzoglu/open-source-agentic-rag

Following the LangGraph tutorial: https://langchain-ai.github.io/langgraph/tutorials/rag/langgraph_agentic_rag/#nodes-and-edges Using only opensource! Using llama.cpp with LangChain

agentic-rag agents langgraph llamacpp rag

Last synced: 18 Apr 2026

https://github.com/mrzarei5/modelboard

Conversational agentic RAG app to discover, search, and compare open-source LLMs using local leaderboard data.

agentic-ai agentic-rag huggingface langchain leaderboard llm openai rag semantic-search

Last synced: 28 Apr 2026

https://github.com/karenwky/cs-agent

Agentic RAG chatbot that intelligently routes customer queries to relevant knowledge bases for accurate responses.

agentic-rag chatbot claude cohere-embeddings gemini gradio grok llama-cloud llama-index rag

Last synced: 29 Apr 2026

https://github.com/mikeo-ai/claude-context-local

🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% local.

agent agentic-rag ai-coding claude-code code-generation code-search data-sovereignty embeddings local-first model-context-protocol ollama open-source pgvector postgresql-extension privacy-first rag self-hosted semantic-search vector-database zero-trust

Last synced: 30 Apr 2026

https://github.com/amaanp314/portfolio-ai-assistant

this is an AI assistant I build for my portfolio to answer questions regarding my professional background and works

agentic-rag langchain pinecone reranker

Last synced: 15 Sep 2025

https://github.com/prabal-verma/agentic-rag

An Agentic RAG (Retrieval-Augmented Generation) system powered by LangChain, enabling multi-step reasoning over documents using LLMs, ChromaDB, and Google Drive as a document source.

agentic-rag chromadb reactjs

Last synced: 18 Apr 2026

https://github.com/hari7261/resume-coverlettergenerator-llm

Generate professional resumes and cover letters using a locally-running Large Language Model (LLM) through Ollama.

agentic-rag agentic-workflow ai ai-agent gemma generative generative-ai hari7261 llm-bilder llm-model ollama resume-creator resume-generator

Last synced: 10 Aug 2025

https://github.com/sushant1827/agentic-rag-deepseek

Project demonstrates an agentic Retrieval-Augmented Generation (RAG) application built using CrewAI and Streamlit.

agentic-rag chatbot crewai deepseek-r1 local-llm multi-agent-systems ollama retrieval-augmented-generation serperapi streamlit

Last synced: 08 May 2026

https://github.com/alpharomercoma/gemini-neon-pgvector

Gemini API x Neon Postgres PGVector Samples

agentic-rag gemini gemini-api neon-postgres pgvector postgresql

Last synced: 08 May 2026

https://github.com/bjornmelin/qdrant-neo4j-crawl4ai-mcp

MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kubernetes deployment. AI/ML engineering powerhouse.

agentic-rag ai crawl4ai fastmcp graph-database hybrid-search keyword-search kubernetes mcp mcp-server neo4j pydantic-ai pydantic-v2 qdrant reranking semantic-search vector-database vector-embeddings

Last synced: 13 Apr 2026

https://github.com/rahulsamant37/agentic_rag_crewai

A powerful Retrieval-Augmented Generation (RAG) system built with CrewAI that intelligently searches through documents and falls back to web search when needed. Features local LLM support with deep-seek-r1 or llama 3.2!

agentic-rag crewai deepseek firecrawl llama3 retrieval-augmented-generation serperapi uv

Last synced: 17 Apr 2026

https://github.com/unikill066/agentic-rag

This isn't just another RAG implementation, it's an agentic system that intelligently decides when and how to retrieve information.

agentic-ai agentic-rag langchain langchain-python langgraph langgraph-python rag

Last synced: 13 Apr 2026

https://github.com/pratham-jaiswal/agentic-rag

An agentic RAG system made with FastAPI, Langchain, Langgraph, Fiass, Unstructured, & Vite

agentic-rag faiss fastapi langchain langgraph vite vite-react

Last synced: 07 Sep 2025

https://github.com/cr21/rag-mcp

Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action

agentic agentic-rag ai-agents model-context-protocol product-search retrieval-augmented-generation

Last synced: 04 Jul 2025

https://github.com/kinyugo/madin

An Agentic Framework for Document Retrieval

agentic-rag ai ai-agents llm rag

Last synced: 17 May 2026

https://github.com/asifafridii44/langchain_rag_project_2

LangChain RAG Implementation with Google GenAI and Pinecone This project demonstrates a Retrieval-Augmented Generation (RAG) pipeline using LangChain, Pinecone, and Google Generative AI models. It includes embedding generation, vector storage, and a seamless integration to handle and retrieve contextual responses.

agentic-ai agentic-rag ai langchain openai openai-api piaic python3

Last synced: 13 Mar 2025

https://github.com/shreyasgm/gl_deep_search

Agentic RAG for Growth Lab text

agentic-rag agents ai deep-search ocr

Last synced: 24 Jan 2026