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It is a LLM where we given the links related to the new articles, then it answers the questions based on the content in the link.

Python 100.00%
faiss langchain llm opeanai python streamlit vector-database

xept-1.0's Introduction

XEPt-1.0

Xept 1.0 is a customized language model designed to read external links and provide answers to questions. It offers advanced capabilities tailored to user needs. With Xept 1.0, accessing information and obtaining accurate responses is streamlined and efficient. It represents a significant advancement in natural language processing technology.

Screenshots

App Screenshot

Installation

1.Clone this repository to your local machine using:

 git clone https://github.com/Ram-Pathuri/XEPT-1.0.git

2.Install the required dependencies using pip:

 pip install -r requirements.txt

3.Set up your OpenAI API key by creating a .env file in the project root and adding your API

OPENAI_API_KEY=your_api_key_here

4.Run the project

streamlit run main.py

Project Structure

  • main.py: The main Streamlit application script.
  • requirements.txt: A list of required Python packages for the project.
  • faiss_store_openai.pkl: A pickle file to store the FAISS index.
  • env: Configuration file for storing your OpenAI API key.

Note

The index out of range error occurs due to the langchain version,so choose the appropriate version.

  • happy coding -ram

xept-1.0's People

Contributors

ram-pathuri avatar

Stargazers

Ravipati Surendra avatar  avatar  avatar Amara Manikanta avatar  avatar

Watchers

Kostas Georgiou avatar  avatar

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