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truefoundry/cognita

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

truefoundry • individual

Stars

4,411

Using upstream star count

Forks

387

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 26, 2023

Project creation date

README Summary

> [!Note] > This project is no longer actively maintained. We thank all contributors for their contributions.

Community Evaluation

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AI Dev Skills

Unmapped

Document Chunking StrategiesDocument Processing and ParsingEmbedding Model IntegrationInformation Retrieval SystemsKnowledge Base ConstructionLarge Language Model IntegrationMulti-modal Document UnderstandingProduction ML System DesignQuery Processing and OptimizationRetrieval-Augmented GenerationSemantic SearchVector Database Management

Tags

Document Chunking StrategiesDocument Processing and ParsingEmbedding Model IntegrationInformation Retrieval SystemsKnowledge Base ConstructionLarge Language Model IntegrationMulti-modal Document UnderstandingProduction ML System DesignQuery Processing and OptimizationRetrieval-Augmented GenerationSemantic SearchVector Database ManagementAWSChromaData ScienceDatabaseDockerEmbeddingsForkedGPTHuggingFaceJupyterLangChainLarge Language ModelsLlamaIndexMLOpsNode.jsOllamaOpen SourceOpenAIPydanticPythonPython Web FrameworkQdrantQuantizationRerankingSpeech to TextStructured OutputVector DatabaseWeaviate

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsEnterprise AI ApplicationsKnowledge Grounding

category

Foundation ModelsAI AgentsRAG & RetrievalInference & ServingGenerative MediaMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

TextMultimodal

Skill Areas

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

tag

AWSChromaData ScienceDatabaseDockerEmbeddingsForkedGPTHuggingFaceJupyterLangChainLarge Language ModelsLlamaIndexMLOpsNode.jsOllamaOpen SourceOpenAIPydanticPythonPython Web FrameworkQdrantQuantizationRerankingSpeech to TextStructured OutputVector DatabaseWeaviate

Use Cases

Enterprise Document Question AnsweringInternal Knowledge Base SearchCustomer Support AutomationResearch Document AnalysisRegulatory Document ComplianceTechnical Documentation SearchPolicy and Procedure Query Systems

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

2

Fix SQL injection issues with singlestore (#442)

Chirag Jain • Mar 13, 2026

8bcaae7

Update README to reflect project maintenance status (#441)

Chirag Jain • Mar 13, 2026

5e3df14

refactor: update meta descriptions and change header to h1 in DocsQaInformation component (#439)

Harshit Luthra • Feb 23, 2026

3064d66

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsFoundation ModelsAI AgentsGenerative MediaML Platform & InfrastructureSearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

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

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