RCGAI/SimplyRetrieve

Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.

37
/ 100
Emerging

This tool helps machine learning practitioners build private, custom AI chatbots that can answer questions based on their own documents. You provide your specific documents (like PDFs, Word files, or text) and it outputs an interactive chat interface, allowing you to converse with an AI that references only your information. It's designed for data scientists, AI researchers, and developers who want to experiment with or deploy retrieval-augmented generation in a controlled, local environment.

218 stars. No commits in the last 6 months.

Use this if you need to create a private, customizable chat AI that answers questions based exclusively on your specific documents, without sending your data to external services.

Not ideal if you're looking for a simple, off-the-shelf chatbot for general knowledge without custom document integration, or if you lack the technical expertise to set up and manage local AI models.

AI research Generative AI Knowledge management Data privacy Machine learning experimentation
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 11 / 25

How are scores calculated?

Stars

218

Forks

14

Language

Python

License

MIT

Last pushed

Feb 14, 2024

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/RCGAI/SimplyRetrieve"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.