deepset-ai / haystack

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

deepset-ai
deepset-ai
Date Created 2019-11-14 (5 years ago)
Commits 4,057 (last one 4 days ago)
Stargazers 20,386 (89 this week)
Watchers 150 (0 this week)
Forks 2,135
License apache-2.0
Ranking

RepositoryStats indexes 641,700 repositories, of these deepset-ai/haystack is ranked #1,550 (99th percentile) for total stargazers, and #10,537 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #260/131,903.

deepset-ai/haystack is also tagged with popular topics, for these it's ranked: python (#150/23677),  machine-learning (#74/8491),  pytorch (#38/6259),  ai (#66/5073),  llm (#38/3739),  chatgpt (#44/2691),  nlp (#11/2547),  large-language-models (#9/1272),  transformers (#5/909),  rag (#21/740),  generative-ai (#6/724),  bert (#2/583),  language-model (#10/551),  agents (#8/448),  question-answering (#1/283),  retrieval-augmented-generation (#5/238),  information-retrieval (#2/237),  semantic-search (#5/148)

Other Information

deepset-ai/haystack has 11 open pull requests on Github, 3,920 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 114 open issues and 3,751 closed issues.

There have been 161 releases, the latest one was published on 2025-04-14 (8 days ago) with the name v2.12.2.

Homepage URL: https://haystack.deepset.ai

Star History

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Recent Commit History

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Issue History

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Languages

The primary language is Python but there's also others...

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deepset-ai/haystack

updated: 2025-04-22 @ 05:51am, id: 221654678 / R_kgDODTYulg