truefoundry/cognita: RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

Cognita is an open-source framework for building modular, open source applications for production. It provides a simple way to organize your codebase and offers a production-ready environment. The key issues in productionizing a RAG system from a Jupyter Notebook include chunking and embedding job, query service, LLM/embedding model deployment, and vector DB deployment. Cognita allows for customization and experimentation of a RAG system and comes with a UI for easy configuration.