https://github.com/ritwika-das-gupta/llama_index_langchain_chatbot

https://github.com/ritwika-das-gupta/llama_index_langchain_chatbot

huggingface-transformers langchain llama-index llama2 pytorch-lightning

Last synced: 20 days ago
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• Host: GitHub
• URL: https://github.com/ritwika-das-gupta/llama_index_langchain_chatbot
• Owner: Ritwika-Das-Gupta
• Created: 2024-05-17T17:05:04.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-05-17T17:11:46.000Z (8 months ago)
• Last Synced: 2024-10-18T22:12:38.204Z (3 months ago)
• Topics: huggingface-transformers, langchain, llama-index, llama2, pytorch-lightning
• Language: Jupyter Notebook
• Homepage:
• Size: 29.3 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
# ResumAI Chatbot

A chatbot to generate responses from PDF resumes using Llama2 model and Langchain integration.

## Description

This project integrates the Llama2 model, Llama_index, and Langchain to create a chatbot capable of generating responses from PDF resumes. It utilizes natural language processing to parse resume content and provide relevant responses.

## Features

- Parsing PDF resumes

- Utilizing Llama2 model for NLP

- Generating responses based on resume content

- Integration with Langchain for communication

## Installation

all installations huggingface models provided in code