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README.md

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-# Multi-modal RAG based LLM for Information Retrieval
-
-In this project we have set up a RAG system with the following features:
-<ol>
-<li>Custom PDF input</li>
-<li>Multi-modal interface with support for images & text</li>
-<li>Feedback recording and reusage</li>
-<li>Usage of Agents for Context Retrieval</li>
-</ol>
-
-The project primarily runs on Streamlit<br>
-Here is the [Docker Image](https://hub.docker.com/repository/docker/pranavrao25/ragimage/general)<br>
-
-Procedure to run the pipeline:
-1. Clone the project
-2. If you want to run the docker image, then run ```docker_rag.sh``` file as ```/bin/zsh ./docker_rag.sh```
-3. Else if you want to run directly using streamlit, then:
-   1. Install the requirements through ```pip -r requirements.txt```
-   2. Run the ```streamlit_rag.sh``` file as ```/bin/zsh ./streamlit_rag.sh```