GH Repository · truefoundry
cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
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dockerPythonllm-opsfine-tuningaideep-learningdataapplicationmachine-learningframeworkmodel-deploymentllmpythonllmopsmlopsgenerative-airagretrieval-augmented-generationtypescriptagent
Cognita is an open source RAG (Retrieval Augmented Generation) framework from TrueFoundry for building modular applications meant for production. It ships with a Docker-based toolchain and covers both Python and TypeScript components.
Use it when you want a modular, production-oriented framework for assembling RAG applications rather than building retrieval and generation plumbing from scratch.
Use it to
- Build production RAG applications
- Compose retrieval and generation pipelines modularly
- Deploy RAG services with the Docker toolchain
- Experiment with LLM retrieval-augmented workflows
- Fine-tune or extend RAG components for your data
For Developers and ML teams building RAG applications
- Role
- rag
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 392
- Open issues
- 14
- Last push
- 2026-03-13
topicsragllmframeworkretrieval-augmented-generationmlopsproduction