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Show HN: Cognita – open-source RAG framework for modular applications
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry - GitHub - truefoundry/cognita: RAG (Retrieval Augmented Generation) Fra...
Ability for non-technical users to play with UI - Upload documents and perform QnA using modules built by the development team. You can also start a FastAPI server: uvicorn --host 0.0.0.0 --port 8000 backend.server.app:app --reload Then, Swagger doc will be available at: http://localhost:8000/ For local version you need not create data sources, collection or index them using API, as it is taken care by local.metadata.yaml and ingest.py file. Before returning the answer, the metadata for relevant chunks can be updated with things like presigned urls, surrounding slides, external data source links.
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