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Project description
chatbot
This is a hands-on project to learn to create chatbot agent using LangChain & LangGraph. Use hatch package manager
Based on gpt-4o-mini LLM model, with added features:
- Tool calling: multiply tool, web search tool
- Memory: short term memory from conversation thread
- Human-in-the-loop: verify tool call before executing, in case conversational topic is sensitive
- State: add custom state "sensitivity", indicating if conversation topic is sensitive or not
Agent architecture: use 2 chat models for separation of concern
- Helper model to classify if conversation is sensitive or not
- Main model equiped with tools
Added minimal unit tests
Prepared for deployment as standalone container via LangGraph Platform
Table of Contents
Installation
PyPI package: https://pypi.org/project/chatbot_nam685/
pip install chatbot_nam685
License
chatbot_nam685 is distributed under the terms of the MIT license.
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