Azure-Samples / rag-as-a-service-with-vision

This repository offers a Python framework for a retrieval-augmented generation (RAG) pipeline using text and images from MHTML documents, leveraging Azure AI and OpenAI services. It includes ingestion and enrichment flows, a RAG with Vision pipeline, and evaluation tools.

Date Created 2024-03-05 (about a year ago)

Commits 66 (last one 4 months ago)

Stargazers 26 (0 this week)

Watchers 12 (0 this week)

Forks 5

License mit

Ranking

RepositoryStats indexes 631,351 repositories, of these Azure-Samples/rag-as-a-service-with-vision is ranked #618,429 (2nd percentile) for total stargazers, and #173,037 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #125,841/128,766.

Azure-Samples/rag-as-a-service-with-vision is also tagged with popular topics, for these it's ranked: llm (#3,425/3543), openai (#2,381/2476), rag (#662/683), vision (#203/207)

Other Information

Azure-Samples/rag-as-a-service-with-vision has 4 open pull requests on Github, 8 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 3 open issues and 0 closed issues.

All Topics

llm rag gpt4v gpt-4o openai vision cosmosdb gpt4vision azure-ai-search azure-ai-vision

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

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The only known language in this repository is Python

updated: 2025-03-12 @ 08:21pm, id: 767811315 / R_kgDOLcPe8w