https://github.com/vansh-khaneja/chat-multiple-docs-indexify

This GitHub Repository will help you to follow up in making a RAG application to chat with multiple PDFs at a single time with Indexify as the Vector DB, DSPy as framework along with Llama 3 as the language model
https://github.com/vansh-khaneja/chat-multiple-docs-indexify

dspy indexify llama3 python rag

Last synced: 6 days ago
JSON representation

This GitHub Repository will help you to follow up in making a RAG application to chat with multiple PDFs at a single time with Indexify as the Vector DB, DSPy as framework along with Llama 3 as the language model

• Host: GitHub
• URL: https://github.com/vansh-khaneja/chat-multiple-docs-indexify
• Owner: vansh-khaneja
• Created: 2024-07-04T10:54:33.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-07-21T07:13:55.000Z (10 months ago)
• Last Synced: 2025-03-14T03:43:19.174Z (2 months ago)
• Topics: dspy, indexify, llama3, python, rag
• Language: Jupyter Notebook
• Homepage: https://www.superteams.ai/blog/building-a-multi-document-rag-application-with-indexify-dspy-and-llama-3
• Size: 329 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Chat-Multiple-Docs-Indexify

This repository contains a chatbot application capable of answering questions from multiple PDF files simultaneously. The application leverages Indexify for document indexing and retrieval, DSPy for natural language processing, and Streamlit for the user interface.

Read full article with detailed steps over [here](https://www.superteams.ai/blog/building-a-multi-document-rag-application-with-indexify-dspy-and-llama-3)

![Alt Text - description of the image](https://github.com/vansh-khaneja/Chat-Multiple-Docs-Indexify/blob/main/sample%20outputs/output1.png?raw=true)

## Getting Started

Follow these steps to set up and run the application.

## Prerequisites

Ensure you have Python installed on your system. You can download it from here.

## Installation

1) Clone the repository:

   

```git clone https://github.com/vansh-khaneja/Chat-Multiple-Docs-Indexify.git```

```cd Chat-Multiple-Docs-Indexify```

2) Indexify setup:

Refer to this article for setting up Indexify extractors

[Download Indexify Extractors](https://docs.getindexify.ai/apis/extractors/pdf/#marker-extractor)

4) Install the required dependencies:

```pip install -r requirements.txt```

## Database Setup

Create the Indexify database graph by running:

```python db_setup.py```

## Running the Application

Start the Streamlit application with the following command:

```streamlit run main.py```

## Contact

For any questions or issues, please open an issue on this repository or contact us at [[email protected]]([email protected]).

Happy coding!