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Haystack

deepset's modular pipeline framework for production search and QA.

Haystack is an open-source framework from deepset for building production LLM applications, RAG pipelines, and search systems using a composable pipeline-and-component architecture. It supports retrievers, rankers, generators, and document stores that are wired together into directed pipelines. It is notable for its focus on production-grade, customizable NLP and search workflows.

Repository

deepset-ai/haystack

Language

Python

What you'd build with it

  • Building semantic search and question-answering over a document store
  • Composing custom RAG pipelines with swappable retrievers and rankers
  • Deploying NLP pipelines as serviceable APIs

Tags

ragpipelinessearch