cognita

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

View on GitHub↗Upstream truefoundry/cognita↗

Builder

truefoundry

truefoundry • individual

Stars

4,417

Using upstream star count

Forks

393

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Jul 26, 2023

Project creation date

README Summary

Cognita is an open-source RAG (Retrieval Augmented Generation) framework developed by TrueFoundry for building modular, production-ready applications. It provides a comprehensive toolkit for implementing retrieval-augmented generation systems with customizable components and scalable architecture. The framework is designed to streamline the development and deployment of RAG applications in production environments.

AI Dev Skills

Unmapped

Tags

Retrieval-Augmented GenerationVector Database ManagementDocument Processing and ParsingEmbedding Model IntegrationLarge Language Model IntegrationInformation Retrieval SystemsSemantic SearchDocument Chunking StrategiesQuery Processing and OptimizationKnowledge Base ConstructionMulti-modal Document UnderstandingProduction ML System DesignTextEnterprise Document Question AnsweringRegulatory Document ComplianceInternal Knowledge Base SearchCompound AI SystemsResearch Document AnalysisCloud APISelf-hostedMultimodalOn-premisePolicy and Procedure Query SystemsKnowledge GroundingTechnical Documentation SearchEnterprise AI ApplicationsCustomer Support AutomationPython

Recent Activity

Updated 1 months ago

7 Days

30 Days

90 Days

Quality

production

Quality: high
Maturity: production

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created: Jul 26, 2023
Forked: Mar 21, 2026
Your last push: 1 months ago
Upstream last push: 1 months ago
Tracked since: Mar 13, 2026

Similar Repos

pgvector cosine similarity · $0

Loading…