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.

Date Created 2019-11-14 (5 years ago)

Commits 3,761 (last one 8 hours ago)

Stargazers 17,962 (89 this week)

Watchers 145 (0 this week)

Forks 1,934

License apache-2.0

Ranking

RepositoryStats indexes 589,134 repositories, of these deepset-ai/haystack is ranked #1,719 (99th percentile) for total stargazers, and #10,952 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #261/117,584.

deepset-ai/haystack is also tagged with popular topics, for these it's ranked: python (#158/22145), machine-learning (#83/7978), pytorch (#43/5977), ai (#57/3952), llm (#33/2801), chatgpt (#43/2531), nlp (#14/2415), large-language-models (#8/1061), transformers (#6/837), gpt-3 (#6/589), generative-ai (#6/562), bert (#2/557), language-model (#9/510), rag (#15/500), question-answering (#1/262), information-retrieval (#2/214), retrieval-augmented-generation (#3/183), semantic-search (#5/128)

Other Information

deepset-ai/haystack has 10 open pull requests on Github, 3,619 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 90 open issues and 3,498 closed issues.

There have been 133 releases, the latest one was published on 2024-11-11 (22 days ago) with the name v2.7.0.

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

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2,791 commits on the default branch (main) since jan '22

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updated: 2024-12-03 @ 02:34pm, id: 221654678 / R_kgDODTYulg