RAGLight has not been fully verified yet. No recorded run has produced a verdict yet.

How did Argusic test RAGLight?

On a fresh, disposable machine, with every command recorded. 0 attempts are recorded, and the full method is on the methodology page.

Where is the evidence for RAGLight?

All 0 recorded runs are on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.

RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

Not yet testedsource: GitHub homepagePythonMITcommit 155cee5d8f06

Python, MIT licensed. The project labels itself: agentic ai, agentic rag, agentic workflow, artificial intelligence, data science, framework, huggingface and lmstudio.

RAGLight has not been verified yet.

Measured by Argusic on a fresh machine every time. Every number links to its evidence.

At a glance

verdict: Not yet tested
Argusic Score: not scored yet
recorded runs: 0
last tested: -
stars: 672
forks: 103
open issues: 21
watchers: 5
size: 15 MB
created: 2024-12-12
last push: 2026-09-02

Subject data from GitHub, linked at the top of this page, refreshed 2026-10-08. Test data by Argusic (CC BY 4.0); every number links to a run page with the full log, the recording, and their sha256 hashes.

Also tested, in the same area

Every one of these was installed and run by Argusic on a clean machine. Nothing appears here that was not tested.

Run history

No recorded runs.

Topics (from GitHub)

agentic-ai agentic-rag agentic-workflow artificial-intelligence data-science framework huggingface lmstudio mcp mcp-tools mistral-api mistralai ollama openai openai-api rag retrieval-augmented retrieval-augmented-generation vector-database

Embed the badge

Markdown for the project README. It links back here; terms on the terms page.

[![Tested by Argusic](https://argusic.com/badge/RAGLight.svg)](https://argusic.com/subject/raglight)

Questions

Does RAGLight run?: RAGLight has not been fully verified yet. No recorded run has produced a verdict yet.
How did Argusic test RAGLight?: On a fresh, disposable machine, with every command recorded. 0 attempts are recorded, and the full method is on the methodology page.
Where is the evidence for RAGLight?: All 0 recorded runs are on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.