RAG Stack

A practical map of retrieval, indexing, vector databases, and RAG application frameworks.

Matched projects
32
Total stars
1,722,219
Signals (7d)
4
Languages
9

Why this topic now

RAG architectures are diversifying quickly and require ecosystem-level comparison for robust decisions.

#rag#retrieval#vector-database#llm#search
Keywordsragretrievalvector dbembeddinglangchainllamaindex

This Week: New & Rising

New This Week

  • LangChain
    Python133,676Signals (7d): 3
    Pinned
  • supabase
    TypeScript100,565Signals (7d): 1
  • GitNexus
    TypeScript25,890Signals (7d): 0

Rising This Week

Related Projects

ragflow

Pinned73,523

RAGFlow is an open-source RAG engine combining advanced retrieval-augmented generation with agentic AI workflows.

PythonSignals (7d): 0
Last signal:
Last release:
ragretrieval

RAG_Techniques

Pinned25,529

A repository demonstrating advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Jupyter NotebookSignals (7d): 0
Last signal:
Last release:
ragretrieval

LangChain

Pinned133,676

Framework for developing applications powered by language models

PythonSignals (7d): 3
Last signal: 04/15/2026
Last release: 04/15/2026
langchain

LuaN1aoAgent

255

LuaN1ao (鸾鸟) is an autonomous penetration testing agent leveraging state awareness and causal reasoning.

PythonSignals (7d): 0
Last signal:
Last release:
#llmrag

ollama

163,126

Ollama v0.17.0 enhances model loading, tokenizer consistency, and UI integration for local LLMs like Gemma, GLM, and DeepSeek.

GoSignals (7d): 0
Last signal:
Last release: 02/21/2026
#llm

transformers

156,814

Hugging Face Transformers v5.2.0 adds GLM-5, Qwen3.5, Voxtral Realtime, and VibeVoice Acoustic Tokenizer with major architectural updates and breaking changes.

PythonSignals (7d): 0
Last signal:
Last release: 02/16/2026
#llm

prompts.chat

147,025

Awesome ChatGPT Prompts: a community-driven, open-source collection of AI prompts with over 146K stars on GitHub.

HTMLSignals (7d): 0
Last signal:
Last release:
#llm

open-webui

124,587

Open WebUI is a user-friendly, open-source web interface for LLMs with support for Ollama, OpenAI API, and more.

PythonSignals (7d): 0
Last signal:
Last release: 02/17/2026
#llm

everything-claude-code

97,913

Everything Claude Code (ECC) is a battle-tested, universal AI developer toolkit supporting Claude Code, OpenCode, and Cursor with rich agents, skills, and language-specific rules.

JavaScriptSignals (7d): 0
Last signal:
Last release:
#llm

openhands

68,060

OpenHands is an AI-driven development agent framework with CLI support, integrating models like ChatGPT, Claude AI, and now MiniMax-M2.5.

PythonSignals (7d): 0
Last signal:
Last release: 02/18/2026
#llm

mem0

47,797

mem0ai/mem0 is a Python-based universal memory layer for AI agents, trending on GitHub with 47.8K stars and active development in the AI/chatbot space.

PythonSignals (7d): 0
Last signal:
Last release: 02/17/2026
#llm

trendradar

46,898

AI-powered trend monitoring tool aggregating multi-platform news, RSS feeds, and smart alerts with Docker support.

PythonSignals (7d): 0
Last signal:
Last release:
#llm

localai

42,995

LocalAI is a self-hosted, local-first open-source alternative to OpenAI and Claude, running on consumer hardware without requiring a GPU.

GoSignals (7d): 0
Last signal:
Last release: 02/21/2026
#llm

continue

31,580

Continue is an open-source, source-controlled AI coding agent powered by the Continue CLI, enabling enforceable AI checks in CI and deep IDE integration.

TypeScriptSignals (7d): 0
Last signal:
Last release: 02/17/2026
#llm

memchr

1,374

memchr offers highly optimized SIMD-accelerated routines for fast byte and substring searches across x86_64, aarch64, and wasm32.

RustSignals (7d): 0
Last signal:
Last release:
#search

codag

489

Visualize AI/LLM workflows in your codebase.

TypeScriptSignals (7d): 0
Last signal:
Last release:
#llm

openrag

2,703

OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.

PythonSignals (7d): 0
Last signal:
Last release:
ragretrieval

production-agentic-rag-course

4,730

Trending on GitHub

PythonSignals (7d): 0
Last signal:
Last release:
rag

scrcpy

135,989

scrcpy is a high-star C-based Android mirroring and control tool leveraging ffmpeg/libav, actively maintained with recent fixes for device compatibility and build issues.

CSignals (7d): 0
Last signal:
Last release: 12/17/2025
rag

supabase

100,565

Supabase — the open-source Firebase alternative offering a full-stack Postgres platform for web, mobile, and AI applications.

TypeScriptSignals (7d): 1
Last signal: 04/09/2026
Last release: 04/09/2026
embedding

awesome-llm-apps

98,245

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

PythonSignals (7d): 0
Last signal:
Last release:
rag

deer-flow

48,258

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

PythonSignals (7d): 0
Last signal:
Last release:
rag

jeecgboot

45,256

JeecgBoot v3.9.1 enhances its AI low-code platform with multimodal AI, intelligent agents, advanced workflow nodes, and Chat2BI chart generation.

JavaSignals (7d): 0
Last signal:
Last release: 01/28/2026
langchain

ai-engineering-hub

30,405

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

Jupyter NotebookSignals (7d): 0
Last signal:
Last release:
rag

GitNexus

25,890

GitNexus is a zero-server, browser-only code intelligence engine that transforms GitHub repos or ZIPs into interactive knowledge graphs with an embedded Graph RAG Agent.

TypeScriptSignals (7d): 0
Last signal:
Last release: 04/01/2026
rag

ruflo

18,041

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration,

TypeScriptSignals (7d): 0
Last signal:
Last release:
rag

Qwen-Agent

14,612

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

PythonSignals (7d): 0
Last signal:
Last release:
rag

deepagents

14,090

Agent harness built with LangChain and LangGraph. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to handle complex agentic tasks.

PythonSignals (7d): 0
Last signal:
Last release:
langchain

promptfoo

12,541

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

TypeScriptSignals (7d): 0
Last signal:
Last release:
rag

mcp-use

9,253

@mcp-use/cli is a build tool for MCP servers with support for ChatGPT Apps, OAuth, observability, and more, averaging 17.8K weekly npm downloads.

TypeScriptSignals (7d): 0
Last signal:
Last release: 02/21/2026
rag

Related Topics

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