deepset-ai / haystack

:mag: 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.

Date Created 2019-11-14 (4 years ago)

Commits 3,722 (last one 2 days ago)

Stargazers 17,558 (41 this week)

Watchers 142 (0 this week)

Forks 1,906

License apache-2.0

Ranking

RepositoryStats indexes 579,238 repositories, of these deepset-ai/haystack is ranked #1,750 (99th percentile) for total stargazers, and #11,335 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #262/115,001.

deepset-ai/haystack is also tagged with popular topics, for these it's ranked: python (#159/21862), machine-learning (#84/7866), pytorch (#42/5908), ai (#55/3805), llm (#33/2654), chatgpt (#41/2493), nlp (#13/2392), large-language-models (#8/1028), transformers (#6/817), gpt-3 (#5/589), bert (#2/555), generative-ai (#6/529), language-model (#9/500), rag (#15/470), question-answering (#1/256), information-retrieval (#2/213), retrieval-augmented-generation (#3/168), semantic-search (#5/128)

Other Information

deepset-ai/haystack has 6 open pull requests on Github, 3,579 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 98 open issues and 3,463 closed issues.

There have been 130 releases, the latest one was published on 2024-10-10 (27 days ago) with the name v2.6.1.

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

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2,752 commits on the default branch (main) since jan '22

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updated: 2024-11-07 @ 12:00am, id: 221654678 / R_kgDODTYulg