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1b54800a29
* add replace-based block edit & preliminary test case fix
* further fix the insert behavior
* make edit only work on first occurence
* bump codeact version since we now use new edit agentskills
* update prompt for new agentskills
* update integration tests
* make run_infer.sh executable
* remove code block for edit_file
* update integration test for prompt changes
* default to not use hint for eval
* fix insert emptyfile bug
* throw value error when `to_replace` is empty
* make `_edit_or_insert_file` return string so we can try to fix some linter errors (best attempt)
* add todo
* update integration test
* fix sandbox test for this PR
* fix inserting with additional newline
* rename to edit_file_by_replace
* add back `edit_file_by_line`
* update prompt for new editing tool
* fix integration tests
* bump codeact version since there are more changes
* add back append file
* fix current line for append
* fix append unit tests
* change the location where we show edited line no to agent and fix tests
* update integration tests
* fix global window size affect by open_file bug
* fix global window size affect by open_file bug
* increase window size to 300
* add file beginning and ending marker to avoid looping
* expand the editor window to better display edit error for model
* refractor to breakdown edit to internal functions
* reduce window to 200
* move window to 100
* refractor to cleanup some logic into _calculate_window_bounds
* fix integration tests
* fix sandbox test on new prompt
* update demonstration with new changes
* fix integration
* initialize llm inside process_instance to circumvent "AttributeError: Can't pickle local object"
* update kwargs
* retry for internal server error
* fix max iteration
* override max iter from config
* fix integration tests
* remove edit file by line
* fix integration tests
* add instruction to avoid hanging
* Revert "add instruction to avoid hanging"
This reverts commit 06fd2c5938.
* handle content policy violation error
* fix integration tests
* fix typo in prompt - the window is 100
* update all integration tests
---------
Co-authored-by: Graham Neubig <neubig@gmail.com>
Co-authored-by: Xingyao Wang <xingyao@all-hands.dev>
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:
- Converse: Communicate with humans in natural language to ask for clarification, confirmation, etc.
- CodeAct: Choose to perform the task by executing code
- Execute any valid Linux
bashcommand - Execute any valid
Pythoncode with an interactive Python interpreter. This is simulated throughbashcommand, see plugin system below for more details.
- Execute any valid Linux
Plugin System
To make the CodeAct agent more powerful with only access to bash action space, CodeAct agent leverages OpenDevin's plugin system:
- Jupyter plugin: for IPython execution via bash command
- SWE-agent tool plugin: Powerful bash command line tools for software development tasks introduced by swe-agent.
Demo
https://github.com/OpenDevin/OpenDevin/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