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Open Source Projects tagged "Rag"

A curated collection of the best open source projects tagged "Rag". Each listing includes a website screenshot along with a detailed review of its features.

Turn any website into clean, AI-ready data via API
  • Stars


    178,131
  • Last commit


    12 hours ago
  • License


    AGPL-3.0
API for AI agents to search, scrape, crawl, and interact with the live web, returning clean Markdown, structured JSON, or screenshots from any page.

Open Source Alternative to:

One interface for every AI model you run or connect
  • Stars


    151,413
  • Last commit


    15 hours ago
  • License


    BSD-3-Clause
Self-hosted AI platform that connects local and cloud models, extends with Python, and keeps your data under your control.

Open Source Alternative to:

Build and deploy AI agents and RAG pipelines visually
  • Stars


    155,145
  • Last commit


    10 hours ago
  • License


    Unknown
Visual platform for building agentic workflows, RAG pipelines, and LLM-powered apps. Supports hundreds of models, MCP integration, and self-hosted deployment.

Open Source Alternative to:

Chat with your documents using any LLM, fully private
  • Stars


    65,817
  • Last commit


    14 hours ago
  • License


    MIT
A desktop and self-hostable AI app for chatting with documents, running local LLMs, and using AI agents without writing code or creating an account.

Open Source Alternative to:

Persistent memory layer for AI agents and apps
  • Stars


    64,964
  • Last commit


    16 hours ago
  • License


    Apache-2.0
Adds persistent, searchable memory to AI agents and apps, so they remember user preferences and past interactions across sessions without pipeline changes.

Open Source Alternative to:

High-performance vector database for GenAI applications
  • Stars


    46,029
  • Last commit


    11 hours ago
  • License


    Apache-2.0
Open-source vector database optimized for similarity search, scaling to billions of vectors with minimal performance loss

Open Source Alternative to:

Visual builder for AI agents and LLM workflows
  • Stars


    55,446
  • Last commit


    27 days ago
  • License


    Apache-2.0
Open source platform for building AI agents, chatbots, and multi-agent systems using a drag-and-drop interface, with support for 100+ LLMs and RAG.

Open Source Alternative to:

Unified AI-powered enterprise search across company data
  • Stars


    31,991
  • Last commit


    11 hours ago
  • License


    MIT
An open-source platform that connects to 40+ apps to provide intelligent search and AI assistance across all company information

Open Source Alternative to:

Build powerful AI knowledge bases with ease
  • Stars


    29,612
  • Last commit


    12 hours ago
  • License


    Unknown
FastGPT is a free, open-source platform for creating AI-powered knowledge bases with data processing, model invocation, and visual workflows.

Open Source Alternative to:

AI second brain for research, automation, and personal agents
  • Stars


    37,227
  • Last commit


    1 month ago
  • License


    AGPL-3.0
Self-hostable AI assistant that connects to your docs and the web, lets you build agents, schedule automations, and run research with verifiable citations.

Open Source Alternative to:

Open-source vector database for AI search and retrieval
  • Stars


    29,257
  • Last commit


    1 day ago
  • License


    Apache-2.0
Open-source vector database designed for AI applications. Store, search, and retrieve embeddings with semantic similarity matching and metadata filtering.

Open Source Alternative to:

AI assistant that enhances enterprise knowledge management
  • Stars


    22,745
  • Last commit


    11 hours ago
  • License


    GPL-3.0
Open-source AI solution combining RAG pipelines, workflow automation, and multi-model support for intelligent enterprise knowledge management and customer service.
Privacy-first knowledge base with any AI model you choose
  • Stars


    16,108
  • Last commit


    14 hours ago
  • License


    Apache-2.0
Self-hostable NotebookLM alternative that lets teams build searchable knowledge bases from diverse sources, with support for any LLM and no data limits.

Open Source Alternative to:

Ultra-fast data transformation for AI with lineage
  • Stars


    11,514
  • Last commit


    16 hours ago
  • License


    Apache-2.0
Open-source ETL framework built in Rust for AI workloads. Features incremental processing, data lineage, and observability tools for semantic search and RAG applications.

Open Source Alternative to:

The tensor database for AI data
  • Stars


    9,232
  • Last commit


    4 months ago
  • License


    Apache-2.0
Deep Lake is an open-source database for storing, querying and managing complex AI data like images, audio, and embeddings.

Open Source Alternative to:

Unify vector search and graph traversals in one database
  • Stars


    5,890
  • Last commit


    22 hours ago
  • License


    Apache-2.0
Rust-built native graph-vector database combining vector similarity search and graph traversals. 10x faster development with unified architecture, sub-1ms queries.

Open Source Alternative to:

Enterprise workplace AI with data you own and control
  • Stars


    3,734
  • Last commit


    21 hours ago
  • License


    Apache-2.0
Self-hostable enterprise AI platform that unifies business data across apps, powers a knowledge graph for cited answers, and lets teams build AI agents across their stack.

Open Source Alternative to:

Get instant answers from your company knowledge
  • Stars


    3,044
  • Last commit


    4 days ago
  • License


    Apache-2.0
AI-powered search and RAG platform that connects to 100+ enterprise tools without data migration. Deploy securely on-premises with any LLM.

Open Source Alternative to:

Fast, scalable analytics infrastructure
  • Stars


    1,663
  • Last commit


    5 months ago
  • License


    MIT
Open source analytics platform built on ClickHouse and Kafka, offering high-speed event tracking and real-time querying capabilities.

Open Source Alternative to:

TypeScript framework for building autonomous AI agents
  • Stars


    622
  • Last commit


    1 month ago
  • License


    Apache-2.0
Open-source TypeScript runtime for autonomous AI agents with cognitive memory, multi-agent orchestration, runtime tool generation, and support for 21 LLM providers.
Build and deploy AI agents through visual workflows
  • Stars


    555
  • Last commit


    9 days ago
  • License


    Apache-2.0
Create powerful AI agents using an intuitive node-based interface that connects multiple LLMs and data sources for automated documentation and development workflows.
Messaging SDK with AI agents for web, iOS, and Android
  • Stars


    544
  • Last commit


    21 hours ago
  • License


    Apache-2.0
Build branded chat apps with AI agents, group messaging, document exchange, and digital wallets using React and React Native components.

Open Source Alternative to:

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