weather-chatbot-phi3 0.1.6

An LLM Chatbot integrated with Open Weather API for Real-Time Weather Information.

Weather Chatbot

An LLM Chatbot integrated with Open Weather API for Real-Time Weather Information.

Features

• Get current weather information for any city.
• Get a 2-day weather forecast for any city.
• Utilizes LangChain for agent-based interactions.
• Runs on CPU using llama-cpp-python.
• Supports a context length of 128k tokens with the phi-3-mini-128k-instruct-gguf model.

Installation

You can install the package using pip:

pip install weather-chatbot-phi3

Useage

from weather_chatbot import WeatherChatbot

chatbot = WeatherChatbot()
response = chatbot.get_weather("New York")
print(response)

Under the Hood

This project leverages the power of LangChain for orchestrating the LLM interactions. Here's a breakdown of the key components:

LangChain Agents and Tools

• Agents: LangChain's agent framework is used to create an intelligent assistant capable of performing specific tasks based on natural language inputs.
• Tools: Two main tools are integrated into the agent:
  • WeatherLookup: Fetches current weather data.
  • ForecastLookup: Retrieves weather forecast for the next two days.

LLM with llama-cpp-python

The language model used is the phi-3-mini-128k-instruct-gguf, which supports a context length of 128k tokens. This model is run on the CPU using llama-cpp-python, ensuring that it can operate efficiently without the need for GPU resources.

License

This project is licensed under the CC BY-NC-SA 4.0 License.