From 12e70d641d79aa8ddc3c2f5ec421f7ad9a2739c7 Mon Sep 17 00:00:00 2001
From: PromptEngineer <134474669+PromtEngineer@users.noreply.github.com>
Date: Thu, 19 Sep 2024 21:28:04 -0700
Subject: [PATCH] Update README.MD

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 README.MD | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

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 # localGPT-Vision
 
-[![GitHub Stars](https://img.shields.io/github/stars/PromtEngineer/Verbi?style=social)](https://github.com/PromtEngineer/Verbi/stargazers)
-[![GitHub Forks](https://img.shields.io/github/forks/PromtEngineer/Verbi?style=social)](https://github.com/PromtEngineer/Verbi/network/members)
-[![GitHub Issues](https://img.shields.io/github/issues/PromtEngineer/Verbi)](https://github.com/PromtEngineer/Verbi/issues)
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-[![License](https://img.shields.io/github/license/PromtEngineer/Verbi)](https://github.com/PromtEngineer/Verbi/blob/main/LICENSE)
+[![GitHub Stars](https://img.shields.io/github/stars/PromtEngineer/localGPT?style=social)](https://github.com/PromtEngineer/localGPT/stargazers)
+[![GitHub Forks](https://img.shields.io/github/forks/PromtEngineer/localGPT?style=social)](https://github.com/PromtEngineer/localGPT/network/members)
+[![GitHub Issues](https://img.shields.io/github/issues/PromtEngineer/localGPT)](https://github.com/PromtEngineer/localGPT/issues)
+[![GitHub Pull Requests](https://img.shields.io/github/issues-pr/PromtEngineer/localGPT)](https://github.com/PromtEngineer/localGPT/pulls)
+[![License](https://img.shields.io/github/license/PromtEngineer/localGPT)](https://github.com/PromtEngineer/localGPT/blob/main/LICENSE)
 
 localGPT-Vision is an end-to-end vision-based Retrieval-Augmented Generation (RAG) system. It allows users to upload and index documents (PDFs and images), ask questions about the content, and receive responses along with relevant document snippets. The retrieval is performed using the [ColPali](https://huggingface.co/blog/manu/colpali) model, and the retrieved pages are passed to a Vision Language Model (VLM) for generating responses. Currently, the code supports three VLMs: Qwen2-VL-7B-Instruct, Google Gemini, and OpenAI GPT-4. The project is built on top of the [Byaldi](https://github.com/AnswerDotAI/byaldi) library.