github/OpenHands
1
0
Fork 0
mirror of https://github.com/OpenHands/OpenHands.git synced 2026-03-22 13:47:19 +08:00
Code Issues Packages Projects Releases Wiki Activity
Files
tobitege/update-dockerfile
OpenHands/agenthub/codeact_agent
History
Robert Brennan ab3851593d Support interactive commands (#3653) 
* hacky solution for interactive commands

* add more behavior

* debug

* fix continue functionality

* remove prints

* refactor a bit

* reduce test sleep

* fix python version

* fix pre-commit issue

* Regenerate integration tests

* Update openhands/runtime/client/client.py

* revert some prompt stuff

* several integration mock files regenerated

* execute_action: remove duplicate exception logging

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: tobitege <10787084+tobitege@users.noreply.github.com>
2024-09-08 21:45:51 +02:00
..
micro
improve github.md with more API commands with less code duplication (#3651)
2024-08-29 16:02:14 +02:00
__init__.py
refactored all relative paths to absolute paths (#3495)
2024-08-21 00:09:48 +08:00
action_parser.py
Rename OpenDevin to OpenHands (#3472)
2024-08-20 00:44:54 +08:00
codeact_agent.py
(enh) CodeActAgent: improve logging; sensible retry defaults in config (#3729)
2024-09-05 18:14:15 +00:00
README.md
[Fix] Stop API key from leaking in evaluation outputs. (#3603)
2024-08-26 23:38:37 +02:00
system_prompt.j2
Support interactive commands (#3653)
2024-09-08 21:45:51 +02:00
user_prompt.j2
Rename OpenDevin to OpenHands (#3472)
2024-08-20 00:44:54 +08:00

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.

image

Plugin System

To make the CodeAct agent more powerful with only access to bash action space, CodeAct agent leverages OpenHands's plugin system:

Demo

https://github.com/All-Hands-AI/OpenHands/assets/38853559/f592a192-e86c-4f48-ad31-d69282d5f6ac

Example of CodeActAgent with gpt-4-turbo-2024-04-09 performing a data science task (linear regression)

Work-in-progress & Next step

[] Support web-browsing [] Complete the workflow for CodeAct agent to submit Github PRs