/Chatbot-design-patterns

Cutting edge design patterns for chatbots based on Large Language Models and autonomous decision-making agents

Primary LanguagePythonApache License 2.0Apache-2.0

Chatbot-design-patterns

🚧 Repo under construction... 🦺

In this repo, the following design patterns are

  1. CoT - Chain-of-Thought

  2. ReAct - Reasoning and Acting

  3. Reflexion - Self-reflecting agent

  4. LATS - Language Agent Tree Search

1. Grokking LangChain and LangGraph

2. Chatbot design patterns

2.1. CoT - Chain-of-Thought

See chain_of_thought

2.2. ReAct - Reasoning and Acting

2.3. Reflexion - Self-reflecting agent

Alt text

See reflexion.py

2.4. LATS - Language Agent Tree Search