Library/cognita
Library/cognitaForked

truefoundry/cognita

cognita

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

Builder

truefoundry

truefoundry

truefoundry • individual

Stars

4,417

Using upstream star count

Forks

393

Using upstream fork count

Open Issues

0

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

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 Design

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

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

0

30 Days

0

90 Days

3

Quality

production
Quality
high
Maturity
production

Categories

Foundation ModelsPrimaryRAG & RetrievalEvals & BenchmarkingMultimodal AIEdge & Mobile AIDev Tools & AutomationLearning ResourcesSearch & KnowledgeOther AI / MLNLP & TextFinance & Legal

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…