Shypd.aiThe largest open index of AI toolsCognita is an open-source RAG (Retrieval Augmented Generation) framework that helps developers build modular, API-driven applications for production. It provides a structured approach for RAG codebase organization and supports incremental indexing.
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Cognita is an open-source RAG (Retrieval Augmented Generation) framework designed to streamline the development and deployment of modular, scalable, and extensible AI applications. While leveraging Langchain/LlamaIndex, Cognita addresses the challenges of moving RAG systems from experimentation to production by offering an organized codebase where each RAG component is API-driven. It supports various features like multiple document retrievers, incremental indexing, and integration with open-source LLMs and embedding models. Cognita also includes a no-code UI for easier configuration and experimentation, making it suitable for both local development and production environments, with optional support for Truefoundry components for enhanced scalability.
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