microsoft / synthetic-rag-index

Service to import data from various sources and index it in AI Search. Increases data relevance and reduces final size by 90%+. Useful for RAG scenarios with LLM. Hosted in Azure with serverless architecture.

Date Created 2024-06-07 (6 months ago)

Commits 95 (last one 5 months ago)

Stargazers 25 (0 this week)

Watchers 3 (0 this week)

Forks 3

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these microsoft/synthetic-rag-index is ranked #589,326 (1st percentile) for total stargazers, and #427,587 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #118,058/119,431.

microsoft/synthetic-rag-index is also tagged with popular topics, for these it's ranked: llm (#2,856/2913), serverless (#1,276/1279), azure (#1,083/1094), rag (#526/532), retrieval-augmented-generation (#188/189), few-shot-learning (#180/180)

Other Information

microsoft/synthetic-rag-index has 13 open pull requests on Github, 0 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 3 open issues and 1 closed issue.

There have been 21 releases, the latest one was published on 2024-07-15 (5 months ago) with the name synthetic-rag-index v4.2.2.

All Topics

llm rag azure serverless document-analysis few-shot-learning large-language-model retrieval-augmented-generation

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Github watchers over time, collection started in '23

Recent Commit History

95 commits on the default branch (main) since jan '22

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Languages

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

updated: 2024-12-03 @ 07:55pm, id: 811798013 / R_kgDOMGMN_Q