GitHub - robocorp/llmstatemachine: A Python library for building GPT-powered agents with state machine logic and chat history memory.
github.com
GitHub - robocorp/llmstatemachine: A Python library for building GPT-powered agents with state machine logic and chat history memory.
A practical guide to building agents
A practical guide detailing best practices for building agents using large language models, focusing on agent design, orchestration patterns, use cases, and implementing safety measures through guardrails.
cdn.openai.com
In the traditional LangChain Agent framework (and the AutoGPT framework), the agent thinks one step ahead at a time. For a given state of the world it think about what its next immediate action should be, and then does that action.
Autonomous Agents & Agent Simulations
These new types of AI, called Large Language Models (LLMs), are still doing prediction, but rather than predicting the demand for an Amazon order, they are analyzing a piece of text and predicting the next token, which is simply a word or part of a word. Ultimately, that is all ChatGPT does technically—act as a very elaborate autocomplete like you
... See moreEthan Mollick • Co-Intelligence: Living and Working with AI
Introduction
ai.pydantic.dev