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superlinear-ai/raglite

raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

View on GitHub↗Upstream superlinear-ai/raglite↗

Builder

superlinear-ai

superlinear-ai

superlinear-ai • individual

Stars

1,161

Using upstream star count

Forks

102

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 10, 2024

Project creation date

README Summary

[![Open in Dev Containers](https://img.shields.io/static/v1?label=Dev%20Containers&message=Open&color=blue&logo=data:image/svg%2bxml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI+PHBhdGggZmlsbD0iI2ZmZiIgZD0iTTE3IDE2VjdsLTYgNU0yIDlWOGwxLTFoMWw0IDMgOC04aDFsNCAyIDEgMXYxNGwtMSAxLTQgMmgtMWwtOC04LTQgM0gzbC0xLTF2LTFsMy0zIi8+PC9zdmc+)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/superlinear-ai/r

Community Evaluation

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AI Dev Skills

Unmapped

Database IntegrationDocument ProcessingLanguage Model IntegrationRetrieval-Augmented GenerationSemantic SearchVector Embeddings

Tags

Database IntegrationDocument ProcessingLanguage Model IntegrationRetrieval-Augmented GenerationSemantic SearchVector EmbeddingsAnthropic / ClaudeC++CachingClaudeDatabaseDockerEmbeddingsEvalsForkedGPU / CUDAHuggingFaceHybrid SearchLangChainLarge Language ModelsLiteLLMMCPMistralMusic TechOpen SourceOpenAIPyTorchPydanticPythonQuantizationRAGRAGASReal-Time / StreamingRerankingResearch / PapersStructured OutputUnslothWeaviatellama.cpppgvector

Taxonomy

AI Trends

Retrieval-Augmented GenerationVector DatabasesCompound AI Systems

category

Foundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: Audio & Music

Deployment Context

Self-hostedOn-premiseCloud

Industries

Developer ToolsEnterprise SoftwareKnowledge Management

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationVector EmbeddingsSemantic SearchDocument ProcessingDatabase IntegrationLanguage Model Integration

tag

ActiveAnthropic / ClaudeC++CachingClaudeDatabaseDockerEmbeddingsEvalsForkedGPU / CUDAHuggingFaceHybrid SearchLangChainLarge Language ModelsLiteLLMMCPMistralMusic TechOpen SourceOpenAIPyTorchPydanticPythonQuantizationRAGRAGASReal-Time / StreamingRerankingResearch / PapersStructured OutputUnslothWeaviatellama.cpppgvector

Use Cases

Document Question AnsweringKnowledge Base SearchEnterprise Document RetrievalSemantic Document Discovery

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

1

Agentic RAG with iterative sub-agent search (#180)

Mattia Molon • Mar 11, 2026

7c910df

feat: allow for multiple metadata filters on list fields (#179)

Mattia Molon • Mar 2, 2026

d327f14

Quality

beta
Quality
medium
Maturity
beta

Categories

Foundation ModelsPrimaryAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingGenerative MediaSearch & KnowledgeOther AI / MLMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: Audio & Music

PM Skills

Cost & EfficiencyScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Jun 10, 2024
Forked
Mar 29, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 17, 2026

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