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OpenHands/openhands/agenthub/codeact_agent
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Xingyao Wang da548d308c
[agent] LLM-based editing (#3985) 
Co-authored-by: Tim O'Farrell <tofarr@gmail.com>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: Robert Brennan <accounts@rbren.io>
Co-authored-by: Graham Neubig <neubig@gmail.com>
2024-10-22 04:51:44 +08:00
..
micro
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__init__.py
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action_parser.py
[agent] LLM-based editing (#3985)
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codeact_agent.py
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README.md
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system_prompt.j2
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user_prompt.j2
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README.md

CodeAct Agent Framework

This folder implements the CodeAct idea (paper, tweet) that consolidates LLM agents’ actions into a unified code action space for both simplicity and performance (see paper for more details).

The conceptual idea is illustrated below. At each turn, the agent can:

  1. Converse: Communicate with humans in natural language to ask for clarification, confirmation, etc.
  2. CodeAct: Choose to perform the task by executing code
    • Execute any valid Linux bash command
    • Execute any valid Python code with an interactive Python interpreter. This is simulated through bash command, see plugin system below for more details.

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