xlisp/gpt_react_repl_w_method_search

ReAct agent with access to Python REPL to execute simple workflows. Uses OpenAI GPT-family as language model.

ReAct REPL Agent

• Xonshrc Dev

$ cd /Users/emacspy/AIMutilAgentPro/gpt_react_repl_w_method_search/src
$ source react_repl_agent/methods.py

• can no fix erro

@ ./tools/run_all.sh
.......................................................

Run ruff code formatting
warning: The top-level linter settings are deprecated in favour of their counterparts in the `lint` section. Please update the following options in `pyproject.toml`:
  - 'extend-select' -> 'lint.extend-select'
  - 'ignore' -> 'lint.ignore'
  - 'per-file-ignores' -> 'lint.per-file-ignores'

Run Black code formatting
All done! ✨ 🍰 ✨
25 files left unchanged.

Run ruff code formatting checks
warning: The top-level linter settings are deprecated in favour of their counterparts in the `lint` section. Please update the following options in `pyproject.toml`:
  - 'extend-select' -> 'lint.extend-select'
  - 'ignore' -> 'lint.ignore'
  - 'per-file-ignores' -> 'lint.per-file-ignores'
src/react_repl_agent/llm_api.py:17:1: E402 Module level import not at top of file
src/react_repl_agent/llm_api.py:18:1: E402 Module level import not at top of file
Found 2 errors.

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Large-language model based "agent" that can can execute small tasks by using a Python REPL and pre-implemented methods. The "agent loop" is based on ReAct.

The agent can look up methods using a method_search() method that uses semantic search on the indexed Python methods. Methods are indexed using OpenAI embedding of their signatures and descriptions.

More details in the blogpost at https://peterroelants.github.io/posts/react-repl-agent/

Run yourself

There are 2 notebooks to run the agent:

• Run on single task notebooks/react_repl_agent.ipynb
• Uses Papermill to run a batch of tasks notebooks/run_batch.ipynb

Environment

A conda/mamba environment is provided at env/.

Certain libraries (such as the openai library) need a secret key to use them. These should be added to the secrets/ directory.

Contribute

If you want to contribute, please do so via pull requests.

Tools

To run all code formatting and linters before pushing a commit run:

./tools/run_all.sh