AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
  1. Home
  2. /Open-source Tools
  3. /Controllable RAG Agent

Controllable RAG Agent

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

GitHub ↗Apache-2.0๐Ÿค– Agent

At a glance

Is this tool relevant to you?

What it does

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

May suit

People who want an AI system to plan or carry out multi-step tasks.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Needs recheckยท 2026-08-24 05:18 UTC

This wider directory record has not passed catalog verification and its last sync is outside the expected refresh window.

Source
Automated project sync
Checked
2026-08-24 05:18 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Caution35/100

Several automated maintenance signals are weak or missing. Validate the project carefully.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology โ†’
โญ
1.6K
Stars
๐Ÿด
265
Forks
๐Ÿ‘ฅ
5
Contributors
๐Ÿ’š
Caution35/100
Health Score

Star History

Not enough data for chart

Health Score Breakdown

Star Momentum
0
Commit Frequency
1
Issue Health
80
Contributors
45
Release Cadence
10
Documentation
50
Community Signal
100

Project Info

Language
Jupyter Notebook
License
Apache-2.0
Last Commit
2026-06-04 19:09 UTC
Last Release
N/A
Open Issues
4
Bus Factor
1
Commits/Week
0.1
Avg Issue Close
3.3 days
advanced-ragagentgenailangchainlanggraphllmllmsopenaipythonrag

Project Badge

Embed a live health badge in a README or docs page.

Controllable RAG Agent AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/controllable-rag-agent?metric=health&style=shield)](https://ai-tools-scout.com/projects/controllable-rag-agent)

Related tools to compare with Controllable RAG Agent

Suggested automatically from the same category and shared topics, then ordered by current maintenance and adoption signals.

Controllable RAG Agent vs langchainStrong84/100
147.4K stars+599 weekly
Verified snapshot
Controllable RAG Agent vs Deer FlowStrong90/100
77.6K stars+10.7K weekly
Basic listing
Controllable RAG Agent vs AutoGPTStrong88/100
187.6K stars+174 weekly
Verified snapshot
Controllable RAG Agent vs OpenHandsStrong86/100
73.2K stars+536 weekly
Basic listing
Controllable RAG Agent vs awesome-llm-appsHealthy76/100
140.7K stars+16.4K weekly
Verified snapshot

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.