* code executor
* test
* revert to main conversable agent
* prepare for pr
* kernel
* run open ai tests only when it's out of draft status
* update workflow file
* revert workflow changes
* ipython executor
* check kernel installed; fix tests
* fix tests
* fix tests
* update system prompt
* Update notebook, more tests
* notebook
* raise instead of return None
* allow user provided code executor.
* fixing types
* wip
* refactoring
* polishing
* fixed failing tests
* resolved merge conflict
* fixing failing test
* wip
* local command line executor and embedded ipython executor
* revert notebook
* fix format
* fix merged error
* fix lmm test
* fix lmm test
* move warning
* name and description should be part of the agent protocol, reset is not as it is only used for ConversableAgent; removing accidentally commited file
* version for dependency
* Update autogen/agentchat/conversable_agent.py
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>
* ordering of protocol
* description
* fix tests
* make ipython executor dependency optional
* update document optional dependencies
* Remove exclude from Agent protocol
* Make ConversableAgent consistent with Agent
* fix tests
* add doc string
* add doc string
* fix notebook
* fix interface
* merge and update agents
* disable config usage in reply function
* description field setter
* customize system message update
* update doc
---------
Co-authored-by: Davor Runje <davor@airt.ai>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>
Co-authored-by: Aaron <aaronlaptop12@hotmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Add new capability to handle long context
* Make print conditional
* Remove superfluous comment
* Fix msg order
* Allow user to specify max_tokens
* Add ability to specify max_tokens per message; improve name
* Improve doc and readability
* Add tests
* Improve documentation and add tests per Erik and Chi's feedback
* Update notebook
* Update doc string of add to agents
* Improve doc string
* improve notebook
* Update github workflows for context handling
* Update docstring
* update notebook to use raw config list.
* Update contrib-openai.yml remove _target
* Fix code formatting
* Fix workflow file
* Update .github/workflows/contrib-openai.yml
---------
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add initiate_chats implementation and example
* update notebook
* improve takeaway method
* improve print
* improve print
* improve print
* improve print
* add tests
* minor changes
* format
* correct typo
* make prompt a parameter
* add takeaway method
* groupchat messages
* add SoM example
* fix typo
* fix SoM typo
* simplify chat function
* add carryover
* update notebook
* doc
* remove async for now
* remove condition on reply
* correct argument name
* add notebook in website
* format
* make get_chat_takeaway private
* rename takeaway method and add example
* removing SoM example for now
* carryover test
* add test
* takeaway_method
* update tests
* update notebook
* chats_queue
* add get_chat_takeaway
* delete
* add test
* Update autogen/agentchat/conversable_agent.py
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* docstr
* wording etc
* add chat res
* revise title
* update agent_utils
* unify the async method
* add todo about overriding
* attribute check
* ChatResult type
* revise test
* takeaway to summary
* cache and documentation
* Use cache in summarize chat; polish tests
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* Move contrib-openai.yml
* Moved groupgroupchat
* From #753
* Removed local test references
* Added ignore=test/agentchat/contrib
* Trying to pass contrib-openai tests
* More specific in unit testing.
* Update .github/workflows/contrib-tests.yml
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
* Remove coverage as it is included in test dependencies
* Improved docstring with overview of GraphGroupChat
* Iterate on feedback
* Precommit pass
* user just use pip install pyautogen[graphs]
* Pass precommit
* Pas precommit
* Graph utils an test completed
* Added inversion tests
* Added inversion util
* allow_repeat_speaker can be a list of Agents
* Remove unnessary imports
* Expect ValueError with 1 and 0 agents
* Check that main passes all tests
* Check main
* Pytest all in main
* All done
* pre-commit changes
* noqa E402
* precommit pass
* Removed bin
* Removed old unit test
* Test test_graph_utils
* minor cleanup
* restore tests
* Correct documentation
* Special case of only one agent remaining.
* Improved pytest
* precommit pass
* Delete OAI_CONFIG_LIST_sample copy
* Returns a filtered list for auto to work
* Rename var speaker_order_dict
* To write test cases
* Added check for a list of Agents to repeat
* precommit pass
* Update documentation
* Extract names in allow_repeat_speaker
* Post review changes
* hange "pull_request_target" into "pull_request" temporarily.
* 3 return values from main
* pre-commit changes
* PC edits
* docstr changes
* PC edits
* Rest of changes from main
* Update autogen/agentchat/groupchat.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Remove unnecessary script files from tracking
* Non empty scripts files from main
* Revert changes in script files to match main branch
* Removed link from website as notebook is removed.
* test/test_graph_utils.py is tested as part of L52 of build.yml
* GroupChat ValueError check
* docstr update
* More clarification in docstr
* Update autogen/agentchat/groupchat.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update autogen/agentchat/groupchat.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update autogen/agentchat/groupchat.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update autogen/agentchat/groupchat.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* 1.add commit to line138 in groupchat.py;2.fix bug if random choice [];3.return selected_agent if len(graph_eligible_agents) is 1;4.replace all speaker_order to speaker_transitions;5.format
* fix graph_modelling notebook in the last cell
* fix failure in test_groupchat.py
* fix agent out of group to initiate a chat like SocietyOfMind
* add a warning rule in graph_utils to check duplicates in any lists
* refactor allowed_or_disallowed_speaker_transitions to Dict[Agent, List[Agent]] and modify the tests and notebook
* delete Rule 4 in graph_utils and related test case. Add a test to resolve 993fd006e9 (r1460726831)
* fix as the final comments
* modify setup option from graphs to graph and add texts in optional-dependencies.md
* Update autogen/graph_utils.py
---------
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Beibin Li <BeibinLi@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: Yishen Sun <freedeaths@FREEDEATHS-XPS>
Co-authored-by: freedeaths <register917@gmail.com>
* custom model client docs followup
* fix function name in docs
* Update website/docs/Use-Cases/enhanced_inference.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Use-Cases/enhanced_inference.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Use-Cases/enhanced_inference.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Use-Cases/enhanced_inference.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Initial infrasctructure for notebooks page
* migrate two notebooks
* add readme notification for notebook dir
* override 'text' prism language to add basic syntactical structure to autogens output
* Rework to retain existing directory and not expose front matter to consumers of the notebook
* improve error handling of process notebooks
* format, ruff and type fixes
* undo changes to navbar
* update readme, CI
* whitespace
* spelling mistakes
* spelling
* Add contributing guide for notebooks
* update notebook
* formatting
* add client interface, response protocol, and move code into openai client class
* add ability to register custom client
* tidy up code
* adding checks and errors, and more unit tests
* remove code
* fix error msg
* add use_docer False in notebook
* better error message
* add another example to custom model notebook
* rename and have register_client take model name too
* make Client protocol and remove inheritance
* renames
* update notebook
* add link
* rename and more error checking for registered agents
* adding message retrieval to client protocol for more flexible response
* fix failing openai test
* api_type req made model_client_cls requirement
* notebook cleanup and added blog
* remove raise error if client list is empty - client list will never be empty it will have placeholders
* rename Client -> ModelClient
* add forgotten file
* fix test by fetching internal client
* Update autogen/oai/client.py
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* don't add retrieval function to cache
* added placeholder cllient class during initial client init, and rewrote registration
* fix spelling
* Update autogen/agentchat/conversable_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* type hints, small fixes, docstr comment
* fix api type checking
---------
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* function calling upgraded: async/sync mixing works now for all combinations and register_function added to simplify registration of functions without decorators
* polishing
* fixing tests
---------
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Added a GroupChatRepresentative class that uses group chat as an inner-monologue.
* Renamed GroupChatRepresentative to SocietyOfMindAgent
* Added tests for the society of mind agent.
* Don't force message attribution -- the defaults are correct.
* Add names to external messages.
* Added some comments to document code, per request.
* Added some comments to document code, per request.
* Added a Notebook example, and the ability to use a prompt as the response_preparer.
* Protect inner chat with try-catch
* Fixed typo.
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* FAQ and notebook extended
* Update notebook/oai_openai_utils.ipynb
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/FAQ.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/FAQ.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/FAQ.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/FAQ.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update FAQ.md
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add SQL agent and Spider environment
* Make a notebook. Clean up environment.
* add SQL agent and Spider environment
* Make a notebook. Clean up environment.
* clarify that sql agent is for spider environment
* add link to notebook in docs
* Update doc.
---------
Co-authored-by: Wangda Zhang <wangdazhang@microsoft.com>
Co-authored-by: Beibin Li <BeibinLi@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Initial commit of WebSurfer. Adds the browser_utils, and related tests. WebSurfer will be added in a subsequent commit.
* Added the web surfer agent, and related tests.
* Added a notebook to show how WebSurferAgent works.
* Fixed a typo.
* Updated test_web_surfer for compatibility with #1110.
* Updated skip_oai logic.
* Fixed code formatting.
* More pre-commit fixes.
* Added block to contrib-openai.yml
* Added block to contrib-openai.yml
* Added hook for BING_API_KEY
* Temporarily commented out other tests, per request.
* Fixed indentation (maybe?)
* Restoring contrib-openai.yml
* set use_docker to default to true
* black formatting
* centralize checking and add env variable option
* set docker env flag for contrib tests
* set docker env flag for contrib tests
* better error message and cleanup
* disable explicit docker tests
* docker is installed so can't check for that in test
* pr comments and fix test
* rename and fix function descriptions
* documentation
* update notebooks so that they can be run with change in default
* add unit tests for new code
* cache and restore env var
* skip on windows because docker is running in the CI but there are problems connecting the volume
* update documentation
* move header
* update contrib tests
* def _prepare_chat for groupchat manager to reset the groupchat
* typo
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* typehint and simplify
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* update
* update
* Update notebook/oai_client_cost.ipynb
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* update doc and test
---------
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* run sync and async in async
* test for async multitool call
* uncomment notebook
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Davor Runje <davor@airt.ai>
* bug fix for async functions
* Update test_conversable_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update test/agentchat/test_conversable_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* commented out cell in a notebook until issue #1205 is not fixed
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* fixed spelling, minor errors and reformatted using black
* polishing
* added codespell to pre-commit hooks, fixed a number of spelling errors and a few minor bugs in the code
* update autogen library version in notebooks
* update autogen library version in notebooks
* update autogen library version in notebooks
* update autogen library version in notebooks
* update autogen library version in notebooks
* adjust conversable and compressible agents to support tool_calls
* split out tools into their own reply def
* copilot typo
* address review comments
* revert compressible_agent and token_count_utils calls
* cleanup terminate check and remove unnecessary code
* doc search and update
* return function/tool calls as interrupted when user provides a reply to a tool call request
* fix tool name reference
* fix formatting
* fix initiate receiving a dict
* missed changed roled
* ignore incoming role, more similiar to existing code
* consistency
* redundant to_dict
* fix todo comment
* uneeded change
* handle dict reply in groupchat
* Fix generate_tool_call_calls_reply_comment
* change method annotation for register_for_llm from functions to tools
* typo autogen/agentchat/conversable_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add deprecation comments for function_call
* tweak doc strings
* switch to ToolFunction type
* update the return to
* fix generate_init_message return type
* Revert "fix generate_init_message return type"
This reverts commit 645ba8b76afa06f160223ecdac6f3dc1822fd249.
* undo force init to dict
* fix notebooks and groupchat tool handling
* fix type
* use get for key error
* fix teachable to pull content from dict
* change single message tool response
* cleanup unnessary changes
* little better tool response concatenation
* update tools tests
* add skip openai check to tools tests
* fix nits
* move func name normalization to oai_reply and assert configured names
* fix whitespace
* remove extra normalize
* tool name is now normalized in the generate_reply function, so will not be incorrect when sent to receive
* validate function names in init and expand comments for validation methods
* fix dict comprehension
* Dummy llm config for unit tests
* handle tool_calls set to None
* fix tool name reference
* method operates on responses not calls
---------
Co-authored-by: Yiran Wu <32823396+kevin666aa@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* try to fix blog
* modify blog
* fix test error in #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 <qingyun.wu@psu.edu>
* add future work
* fix grammar
* update agent_builder
* solve #941; add detailed debug info; support json string config
* pre-commit
* solve #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 <jieyuz2@cs.washington.edu>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* Add fabric example
* Support both 0.1.x and 0.2.x
* Fix comments
* update ecosystem
* update png
---------
Co-authored-by: “skzhang1” <“shaokunzhang529@gmail.com”>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* update cost for cache
* fix test
* fix bug when reponse doesn't have usage info
* update setupversion
* update
* update
* Update setup.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
---------
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add function decorator to converasble agent
* polishing
* polishing
* added function decorator to the notebook with async function calls
* added support for return type hint and JSON encoding of returned value if needed
* polishing
* polishing
* refactored async case
* Python 3.8 support added
* polishing
* polishing
* missing docs added
* refacotring and changes as requested
* getLogger
* documentation added
* test fix
* test fix
* added testing of agentchat_function_call_currency_calculator.ipynb to test_notebook.py
* added support for Pydantic parameters in function decorator
* polishing
* Update website/docs/Use-Cases/agent_chat.md
Co-authored-by: Li Jiang <bnujli@gmail.com>
* Update website/docs/Use-Cases/agent_chat.md
Co-authored-by: Li Jiang <bnujli@gmail.com>
* fixes problem with logprob parameter in openai.types.chat.chat_completion.Choice added by openai version 1.5.0
* get 100% code coverage on code added
* updated docs
* default values added to JSON schema
* serialization using json.dump() add for values not string or BaseModel
* added limit to openai version because of breaking changes in 1.5.0
* added line-by-line comments in docs to explain the process
* polishing
---------
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
* Add examples of constrained generation
* Add guidance based coder that always returns valid code blocks
* Add guidance based agent that always generates a valid json
* Add link to guidance nb
* Add example nb for async funcs
* Add a notebook based test for async function calls
* Update nb
* Update nb
* Remove duplicate code
* Rename func for consistency
* Fix bug
* Add intro text for cmd cell 4
* Add a short comment on await
* Update agentchat_function_call_async.ipynb
Minor typo
* Add link to nb
---------
Co-authored-by: Joshua Kim <joshkyh@users.noreply.github.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* add agentchat_video_transcript_translate.ipynb
* finish the agentchat_video_transcript_translate.ipynb file notebook
* modify the recognize_transcript_from_video function
* run the script and add the output to the notebook
* implement the notebook
* add the link to the video clip
* rename the file and add the version requirement of each packages
* add the new notebook path
* add the notebook path to Example.md
* add the new notebook path to the new example.md
* add the instruction of FFmpeg and video download
* Update Examples.md
* Update Examples.md
* Update Examples.md
* Update Examples.md
* Delete notebook/agentchat_video_transcript_translate.ipynb
* Update Examples.md and add the link
---------
Co-authored-by: silver233jpg <60947716+silver233jpg@users.noreply.github.com>
