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Cognita

Modular open-source RAG framework for production-grade retrieval augmented generation

★ 4,419 GitHub Apache-2.0 ragllmvector-dbqdrantollamaretrieval RAG & Knowledge

Overview

Cognita is a modular open-source RAG (Retrieval Augmented Generation) framework by TrueFoundry for building production-grade knowledge applications. It ships with a ready-to-use frontend UI, 30+ data loaders, support for multiple vector databases like Qdrant, hybrid search, and local LLM inference through Ollama. Cognita lets you ingest data from PDFs, websites, and databases, experiment with embeddings and rerankers, evaluate retrieval quality, and deploy your RAG stack with Docker Compose - all under an Apache-2.0 license.

Requirements

Min vCPU
2
Min RAM
4096 MB
Min Disk
10 GB
Rec vCPU
4
Rec RAM
8192 MB
Rec Disk
20 GB

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Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  cognita:
    image: truefoundry/cognita:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/cognita:/data

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