[AutoBuild] Supporting build agents from library; supporting generating agent descriptions #1039
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…ith output examples.
Co-authored-by: Qingyun Wu <[email protected]>
# Conflicts: # autogen/agentchat/contrib/agent_builder.py
# Conflicts: # autogen/agentchat/contrib/agent_builder.py
# Conflicts: # autogen/agentchat/contrib/agent_builder.py
sonichi
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Jan 6, 2024
whiskyboy
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Apr 17, 2024
* response filter * rewrite implement based on the filter * multi responses * abs path * code handling * option to not use docker * context * eval_only -> raise_error * notebook * utils * utils * separate tests * test * test * test * test * test * test * test * test * **config in test() * test * test * filename
whiskyboy
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Apr 17, 2024
…ng agent descriptions (microsoft#1039) * try to fix blog * modify blog * fix test error in microsoft#717; fix blog typo in installation; update blogs with output examples. * pre-commit * pre-commit * Update website/blog/2023-11-26-Agent-AutoBuild/index.mdx Co-authored-by: Qingyun Wu <[email protected]> * add future work * fix grammar * update agent_builder * solve microsoft#941; add detailed debug info; support json string config * pre-commit * solve microsoft#954 * pre-commit * [new feature] build group chat agents from library. * pre-commit * add authors' info in notebook; add a new notebook for build_from_library; reduce prompt effort * update test and example for build_from_library * pre-commit * add notebook; update docs * change notebook name * change description for notebook and doc * remove default value for default_llm_config * add embedding similarity agent selection * pre-commit * update test * add dependency installation in github workflow * update test * pre-commit * update notebook * support directly json as library; support customize embedding model * update test * pre-commit * update github test workflow * Update autobuild_agent_library.ipynb * add agent description * refine prompt; update notebook * pre-commit * update test example * update test * update test * update test * change `config_path` to `config_path_or_env`; update test * pre-commit * update test * update test * update test: add config_file_location * change `config_path_or_env` to `config_file_or_env` * update test * solve noqa * fix import error for conftest * fix test error * pre-commit * * update error message in `_create_agent`. * replace `gpt-4-1106-preview` to `gpt-4` in test file. * add comment on local server creation; modify notebook; update contrib-openai.yml for test; add autobuild option in setup.py; add autotest model name statement * move import huggingface_hub to _create_agent * pre-commit * add uncover comment in the endpoint creation code block * recover contrib-openai.yml for merge --------- Co-authored-by: Jieyu Zhang <[email protected]> Co-authored-by: Qingyun Wu <[email protected]>
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Why are these changes needed?
This PR is to:
build()function now be separated into three functions:build()with no change on API,build_from_library(), and_build_agent(). The newbuild()function andbuild_from_library()function will generate a list of agent config from scratch or a given library and call the_build_agent()to generate agents based on the agent config list.build_from_libraryalso supports agent selection from embedding similarity between agent profile and thebuilding_task.I've added a new notebook, example files, and tests for those new features.
Related issue number
#1092
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