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neuml/txtai

txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

View on GitHub↗Upstream neuml/txtai↗

Builder

neuml

neuml

neuml • individual

Stars

12,620

Using upstream star count

Forks

827

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 9, 2020

Project creation date

README Summary

<p align="center"> <img src="https://raw.githubusercontent.com/neuml/txtai/master/logo.png"/> </p>

Community Evaluation

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AI Dev Skills

Unmapped

Document EmbeddingsInformation RetrievalLanguage Model OrchestrationLarge Language Model IntegrationMulti-modal AINatural Language ProcessingRetrieval-Augmented GenerationSemantic SearchSimilarity SearchVector Databases

Tags

Document EmbeddingsInformation RetrievalLanguage Model OrchestrationLarge Language Model IntegrationMulti-modal AINatural Language ProcessingRetrieval-Augmented GenerationSemantic SearchSimilarity SearchVector DatabasesAWS BedrockAnthropic / ClaudeBenchmarkingC++ClaudeDatabaseDockerEmbeddingsForkedGraphRAGHealthcare AIHuggingFaceJavaScriptJupyterKnowledge GraphLarge Language ModelsLiteLLMMCPModel OptimizationMultimodal AIONNXOpenAIPythonPython Web FrameworkRAGRustSpeech to TextTransformersTutorialllama.cpp

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsVector DatabasesSemantic Search

category

Foundation ModelsAI AgentsRAG & RetrievalEvals & BenchmarkingInference & ServingGenerative MediaMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: HealthcareData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premiseServerless

Modalities

TextMultimodal

Skill Areas

Semantic SearchVector DatabasesRetrieval-Augmented GenerationLanguage Model OrchestrationDocument EmbeddingsSimilarity SearchMulti-modal AINatural Language ProcessingInformation RetrievalLarge Language Model Integration

tag

AWS BedrockAnthropic / ClaudeBenchmarkingC++ClaudeDatabaseDockerEmbeddingsForkedGraphRAGHealthcare AIHuggingFaceJavaScriptJupyterKnowledge GraphLarge Language ModelsLiteLLMMCPModel OptimizationMultimodal AIONNXOpenAIPythonPython Web FrameworkRAGRustSemantic SearchSpeech to TextTransformersTutorialllama.cpp

Use Cases

Document Question AnsweringSemantic Document SearchContent RecommendationKnowledge Base SearchText Similarity AnalysisDocument ClusteringInformation ExtractionConversational AIEnterprise Search

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

15

Bump version

davidmezzetti • Mar 20, 2026

d582bf3

Add video link

davidmezzetti • Mar 17, 2026

7e3c0e1

Add agent tools example notebook, closes #1062

davidmezzetti • Mar 16, 2026

d12a668

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: HealthcareData Science & AnalyticsFoundation ModelsAI AgentsGenerative MediaHealthcare & BiologyMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Aug 9, 2020
Forked
Mar 21, 2026
Your last push
2 months ago
Upstream last push
21 days ago
Tracked since
Mar 20, 2026

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