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* Refactored prompt.py to reduce token usage * Reverted some destructive changes * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * Apply suggestions from code review * Apply suggestions from code review * Update agenthub/codeact_agent/prompt.py * fix integration test * make lint * feat: support ToolQA benchmark (#2263) * Add files via upload * Update README.md * Update run_infer.py * Update utils.py * make lint * Update evaluation/toolqa/run_infer.py --------- Co-authored-by: Engel Nyst <enyst@users.noreply.github.com> Co-authored-by: yufansong <yufan@risingwave-labs.com> Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk> * feat: revert hiden special paths change in file action (#2328) * revert change in file action * remove useless code * make lint * Support gpqa benchmark evaluation (#2080) * feat: add gpqa benchmark evaluation * add metrics * reset configs in final block * make lint --------- Co-authored-by: yufansong <yufan@risingwave-labs.com> * fix(frontend): prevent API key from resetting after modal change (#2329) * remove bottom chatbox fade * Modal wider; fix lint error * settings: attempt to not clear api key for same provider * prevent api key from resetting after changing the model * revert other changes and fix post test tear down error --------- Co-authored-by: amanape <83104063+amanape@users.noreply.github.com> * fix: codeact bug [If running a command that never returns, it gets stuck #1895] (#2034) * fix: codeact bug https://github.com/OpenDevin/OpenDevin/issues/1895 * fix: add CmdRunAction timeout hint. * Update agenthub/codeact_agent/prompt.py Co-authored-by: Engel Nyst <enyst@users.noreply.github.com> * regenerate integration test --------- Co-authored-by: Engel Nyst <enyst@users.noreply.github.com> Co-authored-by: Graham Neubig <neubig@gmail.com> Co-authored-by: yufansong <yufan@risingwave-labs.com> * Feat: Support Gorilla APIBench (#2081) * removed unused files from gorilla * Update run_infer.py, removed unused imports * Update utils.py * Update ast_eval_hf.py * Update ast_eval_tf.py * Update ast_eval_th.py * Create README.md * Update run_infer.py * make lint * Update run_infer.py * fix lint --------- Co-authored-by: yufansong <yufan@risingwave-labs.com> * remote useless (#2332) * fix integration test * Update agenthub/codeact_agent/prompt.py * Update agenthub/codeact_agent/prompt.py * fix integration test --------- Co-authored-by: Xingyao Wang <xingyao6@illinois.edu> Co-authored-by: Frank Xu <frankxu2004@gmail.com> Co-authored-by: yufansong <yufan@risingwave-labs.com> Co-authored-by: yueqis <141804823+yueqis@users.noreply.github.com> Co-authored-by: Engel Nyst <enyst@users.noreply.github.com> Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk> Co-authored-by: Yufan Song <33971064+yufansong@users.noreply.github.com> Co-authored-by: Jaskirat Singh <1.jaskiratsingh@gmail.com> Co-authored-by: tobitege <tobitege@gmx.de> Co-authored-by: amanape <83104063+amanape@users.noreply.github.com> Co-authored-by: Aaron Xia <zhhuaxia@gmail.com> Co-authored-by: Graham Neubig <neubig@gmail.com>
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