txtai

neuml/txtai

All-in-one framework for semantic search and LLM workflows

PersonalEnterpriseRAG & vector DBsLibrary / SDKPermissive
neuml.github.io
Preview of txtai
Preview of txtai at neuml.github.io

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Embeddings database, pipelines and agents in one Python package.

From the repository: “💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows”

Crawl4AIWeb crawler that turns sites into LLM-ready MarkdownDocker / self-hostLibrary / SDK88
MarkItDownConvert Office files and PDFs to Markdown for LLMsCLILibrary / SDK87
DoclingGet your documents ready for generative AICLILibrary / SDK87
LightRAGSimple and fast graph-based RAGDocker / self-hostLibrary / SDK86

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