Controllable RAG Agent

by NirDiamant• 1.6k•• Partial scan•Claim this listing•Request removal
Data Science & MLadvanced ragagentgenailangchainlanggraph

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

Controllable RAG Agent is an open-source ai agent by NirDiamant, written mainly in Jupyter Notebook, with 1,628 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 31, 2026.

Scan summary: scanned Nov 5, 2026 at commit 6c49dd3. No capabilities flagged by our checks. Scan policy

What Controllable RAG Agent can touch

  • Run shell commandsNot seen in this scan
  • Run dynamic codeNot seen in this scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsNot seen in this scan
  • Control a web browserNot seen in this scan
  • Connect to databasesNot seen in this scan
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • Connect to the internetNot run in this scan

"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 6c49dd3, Nov 5, 2026. See the scan policy.

Before you install Controllable RAG Agent

AgenticMart scanned Controllable RAG Agent on Nov 5, 2026, but some checks couldn't run. Treat it like unreviewed code until a full scan completes.

What it can access

  • An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.

Before you install

  1. Pin the version you reviewed instead of always installing the latest release.
  2. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by NirDiamant on GitHub, 1,628 stars and 268 forks. Popularity is not proof of safety.
  • Last code change: Oct 31, 2026.
  • Open-source license: Apache-2.0.

Controllable RAG Agent is an open-source ai agent by NirDiamant, written mainly in Jupyter Notebook. This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

At a glance

Stars
1.6k
Forks
268
Language
Jupyter Notebook
License
Apache-2.0
Created
Apr 2024
Last update
Oct 31, 2026
Type
AI Agent
Price
Free

Topics

advanced-ragagentgenailangchainlanggraphllmllmsopenaipythonrag

Questions about Controllable RAG Agent

What is 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.

Who maintains Controllable RAG Agent?

Controllable RAG Agent is maintained by NirDiamant on GitHub (NirDiamant/Controllable-RAG-Agent). AgenticMart lists it from public repository data.

Is Controllable RAG Agent safe to use?

AgenticMart scanned Controllable RAG Agent on Nov 5, 2026, but some checks couldn't run. Treat it like unreviewed code until a full scan completes.

What license does Controllable RAG Agent use?

It is published under the Apache-2.0 license.

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