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Production-ready RAG Framework for Building Scalable Applications

Cognita is a versatile open-source RAG framework designed to enable Data Science, Machine Learning and Platform Engineering leaders to quickly build and deploy scalable RAG applications. It features a fully modular, user-friendly, and adaptable architecture, ensuring complete security and compliance.

In partnership with
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Cognita by Truefoundry, a platform for cognitive solutions and AI-driven technologies.
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Fully modular
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Production Ready
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Reusable

Simple yet powerful RAG framework

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Fully modular

Fully API driven - which allows integration with other systems

Backend API endpoints for RAG system, including health check, components, data sources, and collections management.
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Production Ready

Manage concurrent traffic and auto-scale during traffic spikes

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Reusable

A central reusable repository of parsers, loaders, embedders and retrievers

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Diverse integrations and connections

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Parsers

Work with different kinds of data, like regular text files, PDFs, and even Markdown files

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Data Loaders

load the data from different sources like local directories, S3 buckets, databases, Truefoundry artifacts, etc

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Embedders

Support for various pre-trained models available to embed the data such as models from OpenAI, Cohere, etc

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Rerankers

Support for SOTA reranker (as of April, 2024) from mixedbread-ai

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Vector DBs

Support for various available vector databases in the market, like Qdrant, Singlestore, Chroma, Weaviate, etc

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Query Controllers

Inference with best support for concurrent requests, autoscaling, etc

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Explore Integrations
Session

Deep dive into Cognita with our Founders

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    Real-life challenges in putting RAG into production
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    RAG use cases and impact we are seeing with enterprises
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    How can you build RAG with less fuss and more impact
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Watch now
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Join forces with our open source community

Explore the advanced use cases of RAG with us

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