# quivr

Canonical URL: https://doramagic.ai/en/projects/quivr/

Source repository: https://github.com/QuivrHQ/quivr

## What it is

Opiniated RAG for integrating GenAI in your apps 🧠   Focus on your product rather than the RAG. Easy integration in existing products with customisation!  Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

## Capability boundary

Portable AI capability asset

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/QuivrHQ/quivr, https://github.com/QuivrHQ/quivr#readme, Human Manual, Pitfall Log