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Chuanhu Chat: Chat Web Tool for Local Deployment of Multifunctional Plug-ins

General Introduction

Chuanhu ChatGPT is an open source project for a variety of large-scale language models (LLM) to provide a lightweight and easy to use Web graphical interface , and support a variety of additional features . It supports models such as GPT-4, ChatGLM, LLaMA, etc., and provides features such as file quiz, fine-tuning, network search, Agent Assistant, etc. Users can quickly get started using these powerful language models for a variety of natural language processing tasks with simple configuration and installation.

Chuanhu Chat: Local Deployment of Multifunctional Plug-in Chat Web Tool-1


 

Function List

  • Multi-model support: Supports multiple language models such as GPT-4, ChatGLM, LLaMA, and so on.
  • Questions and Answers on Documentation: Q&A based on document content to facilitate processing of document information.
  • fine tuning function: Supports fine-tuning of GPT-3.5 for more personalized models.
  • local deployment: Supports local deployment of models to safeguard data privacy.
  • Internet search: Provide real-time Internet search capabilities for models.
  • Agent Assistant: Similar to AutoGPT, fully automated resolution of user issues.
  • History Management: Supports searching, deleting, and renaming history with automatic naming.
  • PWA application: Can be installed as a PWA app for a more native experience.
  • Multi-Platform Adaptation: Adaptation for Windows, macOS, Linux, iOS, Android and other platforms.

 

Using Help

Installation process

  1. cloning project: Execute the following command in the terminal:
    git clone https://github.com/GaiZhenbiao/ChuanhuChatGPT.git
    cd ChuanhuChatGPT
    
  2. Installation of dependencies: Execute the following command to install the required dependencies:
    pip install -r requirements.txt
    

    If you need to use the local big model feature, execute it:

    pip install -r requirements_advanced.txt
    
  3. configuration file: Reproductionconfig_example.jsonand rename itconfig.json, fill in the API-Key and other settings.
  4. Initiation of projects: Execute the following command in the terminal to start the project:
    python ChuanhuChatbot.py
    

    The browser will open automatically and you can start using Chuanhu ChatGPT.

  5. Provide Windows one-click installer, download and run the .bat file.

Usage Functions

  1. Select Model: Select the language model you need to use on the interface, e.g. GPT-4, ChatGLM, etc.
  2. Questions and Answers on Documentation: Upload a document that needs to be processed, enter a question, and the model will answer it based on the content of the document.
  3. fine-tuned model: Enter the fine-tuning function module to upload training data and adjust model parameters for fine-tuning.
  4. Internet search: Enter a question in the dialog box, select Networking Search, and the model will access Internet information in real time to answer it.
  5. Using Agent Assistant: Enter a description of the task and the Agent Assistant will automatically perform the task and return the results.
  6. Managing History: Search, delete or rename records in the left history column for easy access later.

Advanced Settings

  • Customized Agents: inconfig.jsonSet up a proxy server in to safeguard the speed of network access.
  • Multi-API-Key Load Balancing: Configure multiple API-Keys to achieve load balancing and improve request processing efficiency.
  • Local Deployment Model: Deploy models on local servers to ensure data privacy and security.
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