NirDiamant / 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.
Why this job: says: rag, retrieval augmented; topics: rag
What it does
- Sophisticated Deterministic Graph. Acts as the "brain" of the agent, enabling complex reasoning.
- Controllable Autonomous Agent. Capable of answering non-trivial questions from custom datasets.
- Hallucination Prevention. Ensures answers are solely based on provided data, avoiding AI hallucinations.
- Multi-step Reasoning. Breaks down complex queries into manageable sub-tasks.
- Adaptive Planning. Continuously updates its plan based on new information.
Get started
git clone https://github.com/NirDiamant/Controllable-RAG-Agent.git
cd Controllable-RAG-Agent You need: Python 3.11+; API key for your chosen LLM provider
- Maintenance
- Active
- Last commit 9 days ago
- Stars
- 1,630
- +3 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Jupyter Notebook
- 88% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 14 merged
- 4 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| emarco177 / langchain-course | 1,774 | 9 days ago | Apache-2.0 | No downloads |
| KruxAI / ragbuilder | 1,542 | 38 days ago | Apache-2.0 | No downloads |
| lhh737 / LangChain-ReAct-Agent | 399 | 26 days ago | MIT | No downloads |
More: languages, topics and project record
Languages
- Jupyter Notebook 88%
- Python 12%
Topics
- advanced-rag
- agent
- genai
- langchain
- langgraph
- llm
- llms
- openai
- python
- rag
Project record
- JobRAG and search
- StatusListed
- Commits137
- Forks269
- Watching18
- Stars in 28 days+5
- CreatedApr 3, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026