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 3,967 (last one a day ago)
Stargazers 19,921 (105 this week)
Watchers 145 (0 this week)
Forks 2,104
License apache-2.0
Ranking

RepositoryStats indexes 630,459 repositories, of these deepset-ai/haystack is ranked #1,573 (99th percentile) for total stargazers, and #11,036 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #260/128,655.

deepset-ai/haystack is also tagged with popular topics, for these it's ranked: python (#152/23362),  machine-learning (#75/8383),  pytorch (#38/6208),  ai (#65/4823),  llm (#38/3536),  chatgpt (#45/2662),  nlp (#11/2516),  large-language-models (#9/1222),  transformers (#5/898),  generative-ai (#6/688),  rag (#21/681),  gpt-3 (#4/589),  bert (#2/578),  language-model (#10/542),  question-answering (#1/280),  information-retrieval (#2/230),  retrieval-augmented-generation (#5/229),  semantic-search (#5/142)

Other Information

deepset-ai/haystack has 8 open pull requests on Github, 3,829 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 122 open issues and 3,677 closed issues.

There have been 157 releases, the latest one was published on 2025-03-18 (4 days ago) with the name v2.11.2.

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

Star History

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Watcher History

Github watchers over time, collection started in '23

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Recent Commit History

2,997 commits on the default branch (main) since jan '22

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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: 2025-03-22 @ 06:46pm, id: 221654678 / R_kgDODTYulg