* 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

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Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* 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 645ba8b76a.

* 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

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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>

* 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

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Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>