deepset-ai / haystack

:mag: LLM 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 3,421 (last one 16 hours ago)

Stargazers 14,127 (105 this week)

Watchers 127 (0 this week)

Forks 1,670

License apache-2.0

Ranking

RepositoryStats indexes 523,840 repositories, of these deepset-ai/haystack is ranked #2,221 (99th percentile) for total stargazers, and #12,912 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #313/100,813.

deepset-ai/haystack is also tagged with popular topics, for these it's ranked: python (#199/20132), machine-learning (#108/7264), pytorch (#47/5505), ai (#52/2983), chatgpt (#38/2245), nlp (#19/2227), llm (#29/1875), large-language-models (#9/795), transformers (#7/710), gpt-3 (#5/580), bert (#2/530), language-model (#9/440), generative-ai (#5/347), rag (#7/247), question-answering (#1/235), information-retrieval (#3/195), semantic-search (#4/106), retrieval-augmented-generation (#1/106)

Other Information

deepset-ai/haystack has 12 open pull requests on Github, 3,261 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 114 open issues and 3,141 closed issues.

There have been 98 releases, the latest one was published on 2024-05-16 (15 days ago) with the name v2.1.2.

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

All Topics

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

2,451 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

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

Opengraph Image

updated: 2024-05-31 @ 09:45pm, id: 221654678 / R_kgDODTYulg