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.
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
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.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
- Pin the version you reviewed instead of always installing the latest release.
- 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
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.
Controllable RAG Agent alternatives
View more →Similar ai agents in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Controllable RAG Agent (this page) NirDiamant | 1.6k | Apache-2.0 | Oct 31, 2026 | Scanned, see report |
| Ragflow infiniflow | 93k | Apache-2.0 | Oct 31, 2026 | Scanned, no flagged issues |
| Cherry Studio CherryHQ | 53k | AGPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
| PageIndex VectifyAI | 40k | MIT | Oct 29, 2026 | Scanned, no flagged issues |
| Graphiti getzep | 32k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| Cua trycua | 31k | MIT | Nov 1, 2026 | Scanned, no flagged issues |