Langchain Streamlit with Ollama

Project Scructure

MGPT-Langchain-ChatBot-Multi-Functionality-Ollama/
├─ src/
├─ .gitignore
├─ requirements.txt
├─ README.md

The root variable in paths.py must be changed to the absolute path of the project.

Install the required dependencies.

Python 3.10.11 or higher is required.
Ollama must be installed on your machine for optimal functionality. Link : https://ollama.com/download
pip install -r requirements.txt

MGPT Features

Here are various ways to utilize the chatbot developed with LangChain and Streamlit:

• Memory-Enabled Chatbot
  A chatbot that retains the context of previous interactions to deliver more relevant responses.

• Web-Connected Chatbot
  A chatbot equipped to browse the web and provide answers to queries about the latest news and events.

• Document-Based Chatbot
  Enable the chatbot to read and interpret user-provided documents, allowing it to answer questions based on specific content.

• SQL Database Chatbot
  Interact with SQL databases using conversational language, enabling users to easily create and execute queries.

• Website Interaction Chatbot
  Empower the chatbot to access and retrieve information from a given website URL to answer questions based on its content.

Running the Application

You can directly run the application, make training and predictions.

streamlit run app.py