Fix/async function and tool execution #87

aayushchhabra1999 · 2023-10-03T04:20:26Z

Why are these changes needed?

Group Chat fails to run asynchronously.
Reply from Async Function execution and Tools fail too.
This work fixes that and gives async execution a chance to run before going to sync exection.

Checks

I've included any doc changes needed for https://microsoft.github.io/autogen/. See https://microsoft.github.io/autogen/docs/Contribute#documentation to build and test documentation locally.
I've added tests (if relevant) corresponding to the changes introduced in this PR.
I've made sure all auto checks have passed.

gagb · 2023-10-03T04:22:08Z

Nice PR @aayushchhabra1999 ! Do you have a test case we could use to try out your changes?

aayushchhabra1999 · 2023-10-03T04:22:18Z

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aayushchhabra1999 · 2023-10-03T04:31:12Z

Nice PR @aayushchhabra1999 ! Do you have a test case we could use to try out your changes?

Working on adding a unit test.

Roughly, the failure happens if you create an agent that has async tools. Current function execution has no async support since all functions ran using execute_function.
I am adding a unit test to test/test_function_call.py

aayushchhabra1999 · 2023-10-03T05:39:05Z

Added a basic unit test.

codecov-commenter · 2023-10-07T14:04:02Z

Codecov Report

Merging #87 (b27ff86) into main (b432c1b) will increase coverage by 32.01%.
The diff coverage is 39.39%.

@@             Coverage Diff             @@
##             main      #87       +/-   ##
===========================================
+ Coverage   42.59%   74.61%   +32.01%     
===========================================
  Files          21       21               
  Lines        2526     2592       +66     
  Branches      566      616       +50     
===========================================
+ Hits         1076     1934      +858     
+ Misses       1359      473      -886     
- Partials       91      185       +94

Flag	Coverage Δ
unittests	`74.45% <39.39%> (+31.94%)`	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files	Coverage Δ
autogen/agentchat/conversable_agent.py	`77.88% <64.86%> (+4.37%)`	⬆️
autogen/agentchat/groupchat.py	`64.65% <6.89%> (-14.66%)`	⬇️

... and 12 files with indirect coverage changes

qingyun-wu · 2023-10-07T17:37:46Z

@aayushchhabra1999 thank you for your nice PR! The async function execution and the test in test/test_function_call.py look good to me! Can you also add a test on group chat that runs asynchronously? With the current change, the coverage is decreased by 0.94%.

autogen/agentchat/groupchat.py

sonichi · 2023-10-22T00:29:31Z

@qingyun-wu @gagb this PR is 3 weeks old. Could you find helpers?

gagb · 2023-10-22T07:25:52Z

@qingyun-wu @gagb this PR is 3 weeks old. Could you find helpers?

Apologies, this slipped my notifications. I will do this tomorrow.

gagb

To test I created a sample notebook two agents and a group chat. The notebook worked. I can upload the example to notebooks/ in a different PR if its useful.

sonichi · 2023-10-24T15:57:35Z

To test I created a sample notebook two agents and a group chat. The notebook worked. I can upload the example to notebooks/ in a different PR if its useful.

The reason to have tests is to ensure code coverage in CI. Notebooks are good for a different purpose. They can't replace tests unless they are included in the tests.

test/test_function_call.py

autogen/agentchat/groupchat.py

gagb · 2023-10-24T17:29:05Z

To test I created a sample notebook two agents and a group chat. The notebook worked. I can upload the example to notebooks/ in a different PR if its useful.

The reason to have tests is to ensure code coverage in CI. Notebooks are good for a different purpose. They can't replace tests unless they are included in the tests.

Sounds good, I will contribute a test case in a different PR (see async-test branch) :) Thanks @victordibia for helping with it.

sonichi · 2023-10-31T16:26:55Z

To test I created a sample notebook two agents and a group chat. The notebook worked. I can upload the example to notebooks/ in a different PR if its useful.

The reason to have tests is to ensure code coverage in CI. Notebooks are good for a different purpose. They can't replace tests unless they are included in the tests.

Sounds good, I will contribute a test case in a different PR (see async-test branch) :) Thanks @victordibia for helping with it.

@gagb It's a good time to create the test PR now.

gagb · 2023-10-31T17:24:09Z

Thank you! Will do this this afternoon.

* Improves clarity and fixes punctuation in README and Multi-agent documentation (microsoft#40) * Improves clarity and fixes punctuation in README and Multi-agent documentation * fix broken colab link to agentchat_groupchat_research.ipynb (others are fine) * fix typos, improves readability * make retry_time configurable, add doc (microsoft#53) * make retry_time configurable, add doc * in seconds * retry_wait_time * bump version to 0.1.4 * remove .json * rename * time * Update no_update_context, fix upsert docs (microsoft#52) * Update no_update_context, fix upsert docs * Recreate only once * Add comments to get_or_create --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update README.md (microsoft#54) README update for my profile <3 * retrieve_utils.py - Updated.py to have the ability to parse text from PDF Files (microsoft#50) * UPDATE - Updated retrieve_utils.py to have the ability to parse text from pdf files * UNDO - change to recursive condition * UPDATE - updated agentchat_RetrieveChat.ipynb to clarify which file types are accepted to be in the docs path * ADD - missing import * UPDATE - setup.py to have PyPDF2 in retrievechat * RE-ADD - urls * ADD - tests for retrieve utils, and removed deprecated PyPdf2 * Update agentchat_RetrieveChat.ipynb * Update retrieve_utils.py Fix format * Update retrieve_utils.py Replace print with logger * UPDATE - added more specific exception to PDF decryption try/catch * FIX - typo, return statement at wrong indentation in extract_text_from_pdf --------- Co-authored-by: Ward <award40@LAMU0CLP74YXVX6.uhc.com> Co-authored-by: Li Jiang <bnujli@gmail.com> * Bump version to 0.1.5 (microsoft#60) * typing & docstr update (microsoft#59) * typing & docstr update * bump version to 0.1.5 * Updated readme.md : seprated AutoGen and EcoOptGen also removed bibtex (microsoft#43) * Updated README.md added required changes to previous pull new changes : 1. A section containing citation to AutoGen and EcoOptiGen 2. Another section contain citation to MathChat ## Citation [AutoGen](https://arxiv.org/abs/2308.08155). AND [EcoOptiGen](https://arxiv.org/abs/2303.04673). ``` bibtex @inproceedings{wu2023autogen, title={AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework}, author={Qingyun Wu and Gagan Bansal and Jieyu Zhang and Yiran Wu and Shaokun Zhang and Erkang Zhu and Beibin Li and Li Jiang and Xiaoyun Zhang and Chi Wang}, year={2023}, eprint={2308.08155}, archivePrefix={arXiv}, primaryClass={cs.AI} } bibtex @inproceedings{wang2023EcoOptiGen, title={Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference}, author={Chi Wang and Susan Xueqing Liu and Ahmed H. Awadallah}, year={2023}, booktitle={AutoML'23}, } ``` [MathChat](https://arxiv.org/abs/2306.01337). ``` bibtex @inproceedings{wu2023empirical, title={An Empirical Study on Challenging Math Problem Solving with GPT-4}, author={Yiran Wu and Feiran Jia and Shaokun Zhang and Hangyu Li and Erkang Zhu and Yue Wang and Yin Tat Lee and Richard Peng and Qingyun Wu and Chi Wang}, year={2023}, booktitle={ArXiv preprint arXiv:2306.01337}, } ``` * Seperated AutoGen and EcoOptGen and removed 'bibtex' ## Citation [AutoGen](https://arxiv.org/abs/2308.08155). ``` @inproceedings{wu2023autogen, title={AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework}, author={Qingyun Wu and Gagan Bansal and Jieyu Zhang and Yiran Wu and Shaokun Zhang and Erkang Zhu and Beibin Li and Li Jiang and Xiaoyun Zhang and Chi Wang}, year={2023}, eprint={2308.08155}, archivePrefix={arXiv}, primaryClass={cs.AI} } ``` [EcoOptiGen](https://arxiv.org/abs/2303.04673). ``` @inproceedings{wang2023EcoOptiGen, title={Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference}, author={Chi Wang and Susan Xueqing Liu and Ahmed H. Awadallah}, year={2023}, booktitle={AutoML'23}, } ``` * expand faq (microsoft#66) * expand faq * models * fix format error * minor fix (microsoft#31) * minor fix for stablility * fix format * fix format * update run_code logic * format * Update conversable_agent.py * fix format * Update conversable_agent.py * add tests * fix format * revert changes * Fixed MD Issue (microsoft#72) * fix append_oai_message (microsoft#47) * fix append_oai_message * add testcase for groupchat * add test_oai to openai workflow * code formate * update * formate * update * enable openai workflow on fork branch (microsoft#82) * update * update * Update openai.yml * bump version to 0.1.6 (microsoft#85) * spelling error (microsoft#84) * Format issue (microsoft#69) * Fixed formating issue in the README * Fixed the formating issue in the README * Updated formatting as per review comments * Refactor README.md to highlight use cases and features * Updated README as per feedback * Updated README as per feedback --------- Co-authored-by: Al-Iqram Elahee <hridoy@Al-Iqrams-MacBook-Pro.local> Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Replace the use of `assert` in non-test code (microsoft#80) * Replace `assert`s in the `conversable_agent` module with `if-log-raise`. * Use a `logger` object in the `code_utils` module. * Replace use of `assert` with `if-log-raise` in the `code_utils` module. * Replace use of `assert` in the `math_utils` module with `if-not-raise`. * Replace `assert` with `if` in the `oai.completion` module. * Replace `assert` in the `retrieve_utils` module with an if statement. * Add missing `not`. * Blacken `completion.py`. * Test `generate_reply` and `a_generate_reply` raise an assertion error when there are neither `messages` nor a `sender`. * Test `execute_code` raises an `AssertionError` when neither code nor filename is provided. * Test `split_text_to_chunks` raises when passed an invalid chunk mode. * * Add `tiktoken` and `chromadb` to test dependencies as they're used in the `test_retrieve_utils` module. * Sort the test requirements alphabetically. * Bump postcss from 8.4.18 to 8.4.31 in /website (microsoft#93) Bumps [postcss](https://github.com/postcss/postcss) from 8.4.18 to 8.4.31. - [Release notes](https://github.com/postcss/postcss/releases) - [Changelog](https://github.com/postcss/postcss/blob/main/CHANGELOG.md) - [Commits](postcss/postcss@8.4.18...8.4.31) --- updated-dependencies: - dependency-name: postcss dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * show github stars (microsoft#92) * Docs: fixed typos and grammar (microsoft#94) * openai_utils.py - functionality for instantiating config_list with a .env file (microsoft#68) * FORMATTING * UPDATE - OAI __init__.py * ruff * ADD - notebook covering oai API configuration options and their different purposes * ADD openai util updates so that the function just assumes the same environment variable name for all models, also added functionality for adding API configurations like api_base etc. * ADD - updates to config_list_from_dotenv and tests for openai_util testing, update example notebook * UPDATE - added working config_list_from_dotenv() with passing tests, and updated notebook * UPDATE - code and tests to potentially get around the window build permission error, used different method of producing temporary files --------- Co-authored-by: Ward <award40@LAMU0CLP74YXVX6.uhc.com> * document about docker (microsoft#119) * document about docker * clarify * dev container * docs: typo fixed (microsoft#129) * Fix broken link in README.md (microsoft#134) The link to the documentation's FAQ#code-execution was broken because the 'docs' directory was missing in the original URL. Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * fix doc typo (microsoft#123) Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * typo fixed (microsoft#127) Co-authored-by: Sagar Desai <60027013+sagardesai-ml-mlops@users.noreply.github.com> Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * bump version to 0.1.7 (microsoft#141) * Title: Adjust shell language switch in execute_code for Docker usage (microsoft#139) Description: This commit modifies the conditional check in execute_code to ensure the switch to PowerShell on Windows only occurs when Docker is not being used. This keeps shell script execution consistent within a Docker container across all platforms, aligning with the function's intended behavior. Co-authored-by: Xiaoyun Zhang <bigmiao.zhang@gmail.com> * move citation before contributing (microsoft#154) * bump version to 0.1.8 * add twitter account to website (microsoft#150) Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update num tokens from text (microsoft#149) * Improve num_tokens_from_text * Format * Update comments * Improve docstrings * add twitter account to start page (microsoft#159) * Update termination logic (microsoft#155) * Added twitter link to the contributing section (microsoft#162) Co-authored-by: vidhula17 <catchvidhula@gmail.com> * fix: replace gpt-35-turbo in model name to gpt-3.5-turbo so the name … (microsoft#138) * fix: replace gpt-35-turbo in model name to gpt-3.5-turbo so the name string is in the current chat_model list * ref: reformatted with black --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Output a warning if attempting to load the OAI_CONFIG_LIST from a file, but the file is not found. (microsoft#174) * Warn if GroupChat is underpopulatd. (microsoft#170) * Display a warning if use_docker evlauates to True but the python docker package is not available. 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Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Add a blog for RAG agents (microsoft#284) * Init blog * Update blog * Add more contents * Restore notebook * function call filter in group chat (microsoft#294) * function call filter in group chat * find agents with function_map * fix typo in website/blog/2023-05-18-GPT-adaptive-humaneval/index.mdx (microsoft#299) Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Organize notebooks into logical groups microsoft#273 (microsoft#288) * Organize notebooks into logical groups microsoft#273 * update multiagent group to mention >3 agents * Update docs (microsoft#297) Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Update README.md with Roadmap. 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The unit tests now pass with gpt-3.5 * comments * Add a verbosity level to control analyzer messages. * refactoring * comments * Persist memory on disk. * cleanup * Use markdown to format retrieved memos. * Use markdown in TextAnalyzerAgent * Add another verbosity level. * clean up logging * notebook * minor edits * cleanup * linter fixes * Skip tests that fail to import openai * Address reviewer feedback. * lint * refactoring * Improve wording * Improve code coverage. * lint * Use llm_config to control caching. * lowercase notebook name * Sort out the parameters passed through to ConversableAgent, and supply full docstrings for the others. * lint * Allow TextAnalyzerAgent to be given a different llm_config than TeachableAgent. * documentation * Modifications to run openai workflow. * Test on just python 3.10. Replace agent with agent teachable_agent as recommended. * Test on python 3.9 instead of 3.10. * Remove space from name -> teachableagent --------- Co-authored-by: Li Jiang <bnujli@gmail.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> * bump version to 0.1.13 (microsoft#333) * add downloads stats in readme (microsoft#334) * Added Roadmap to Getting-Started.md (microsoft#324) * Resolves Typo Correction microsoft#336 (microsoft#338) Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update README.md (microsoft#321) Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Updating Examples to follow new categorical structure. microsoft#273 (microsoft#327) * Updating Examples to follow new categorical structure. microsoft#273 Addressing the remaining task for microsoft#273, I have copied over the changes from /Usecases to /Examples to follow the new categorical example notebooks structure. * Add the new example notebook --------- Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> * Update 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LLaVA from Replicate * LLaVA data format update x2 1. prompt formater function 2. conversation format with SEP * Coding example added * Rename "ImageAgent" -> "LLaVAAgent" * Docstring and comments updates * Debug notebook: Remote LLaVA tested * Example 1: remove system message * MultimodalConversableAgent added * Add gpt4v_formatter * LLaVA: update example 1 * LLaVA: Add link to "Table of Content" * using thread safe timeout to allow code execution to be compatible with multi-threading/multi-processing (microsoft#224) Co-authored-by: Li Jiang <lijiang1@microsoft.com> Co-authored-by: Victor Dibia <chuvidi2003@gmail.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Fix tmp dir not exists (microsoft#401) * Fix tmp dir not exists * Update tests to make it more clear * Add check if save path is not None * feat: Qdrant vector store support (microsoft#303) * feat: QdrantRetrieveUserProxyAgent * fix: QdrantRetrieveUserProxyAgent docstring * chore: batch of 500 all CPU cores * chore: 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in devcontainer.json (microsoft#433) * Adds jupyter as a vscode extension, fix validation errors in vscode (see https://containers.dev/supporting#visual-studio-code) * Trim trailing whitespace * Add newline to end of file --------- Co-authored-by: Li Jiang <bnujli@gmail.com> * Update FAQ section in documentation (microsoft#390) * UPDATE - FAQ section in documentation * FIX - formatting test failure * FIX - added disclaimer * pre-commit * 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 - notebook and FAQ information for config_list_from_models --------- Co-authored-by: Ward <award40@LAMU0CLP74YXVX6.uhc.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Li Jiang <bnujli@gmail.com> * Add token_count_util (microsoft#421) * add token_count_util * remove token_count from retrieval util * format * update dependency * update test * spelling fix for Update math_user_proxy_agent.py (microsoft#431) Co-authored-by: Chi Wang <wang.chi@microsoft.com> * bump version to 0.1.14 (microsoft#400) * bump version to 0.1.14 * endpoint * test * test * add ipython to retrievechat dependency * constraints * target * Update Installation.md (microsoft#456) * Update Installation.md Replace autogen->pyautogen in env setup to avoid confusion Related issue: microsoft#211 * Update Installation.md Add deactivation instructions * Update website/docs/Installation.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update FAQ with workaround for Issue microsoft#251 (microsoft#405) * Update FAQ with workaround for Issue microsoft#251 * Update website/docs/FAQ.md * Update website/docs/FAQ.md --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Fix typo in README.md (microsoft#481) Contributers -> Contributors * Fix/async function and tool execution (microsoft#87) * async run group chat * conversible agent allow async functions to generate reply * test for async execution --------- Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Adding async support to get_human_input (microsoft#466) * Adding async support to get_human_input * Adjust code for Code formatting testing fail * Adjust the test_async_get_human_input.py to run async on test * Adjust the test_async_get_human_input.py for pre-commit-check error * Adjust the test_async_get_human_input.py for pre-commit-check error v2 * Adjust remove unnecessary register_reply * Adjust test to use asyncio call * Adjust go back to not use asyncio * Added example .txt file for agentchat_langchain sample notebook (microsoft#373) * Added example .txt file for agentchat_langchain sample notebook * Update radius.txt --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update README.md (microsoft#506) 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Add a notebook for GPT-4V. LLava notebook also updated. 2. img_utils updated 3. GPT-4V formatter now return base64 image with mime type 4. Infer mime type directly from b64 image content (while loading without suffix) 5. Test cases modified according to all the related changes. * GPT-4V link updated in blog --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * update version of openai dependency (microsoft#588) * Notebook/hierarchy flow (microsoft#482) * Notebook showing how to use select speaker to control conversation flow. * pytest associated with notebook. * Added llm_config to assistant and user proxy agent, and clarified why we set use_cache to false, as requested in the review. * Added a @pytest.mark.skipif decorator like other tests to run it only in one py version, 3.10 * Fixed config warning. * Removd llm_config to UserProxyAgent * Fixed minor typos. * Reran outputs * Remopved llm_config from user_proxy_agent * Colab Badge link updated. * pre-commit formatting changes. * Fixed base_url --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * seed -> cache_seed (microsoft#600) * Added link to the new notebook (microsoft#594) * update return type of WolframAlphaAPIWrapper.run() (microsoft#523) * update return type of WolframAlphaAPIWrapper.run * replace tuple by typing.Tuple --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Yiran Wu <32823396+kevin666aa@users.noreply.github.com> * news update (microsoft#609) * news update * separate lines * Add EcoAssistant to the research page (microsoft#612) * Update Research.md * Update Research.md * Update Research.md * Add CompressibleAgent (microsoft#443) * api_base -> base_url (microsoft#383) * InvalidRequestError -> BadRequestError (microsoft#389) * remove api_key_path; close microsoft#388 * close microsoft#402 (microsoft#403) * openai client (microsoft#419) * openai client * client test * _client -> client * _client -> client * extra kwargs * Completion -> client (microsoft#426) * Completion -> client * Completion -> client * Completion -> client * Completion -> client * support aoai * fix test error * remove commented code * support aoai * annotations * import * reduce test * skip test * skip test * skip test * debug test * rename test * update workflow * update workflow * env * py version * doc improvement * docstr update * openai<1 * add compressibleagent * revise doc, add tests, add example * fix link * fix link * fix link * remove test * update doc * update doc * add tiktoken to dependency * filter_func * async test * dependency * revision * migration guide (microsoft#477) * migration guide * change in kwargs * simplify header * update optigude description * update for dev * revision * revision * allow not compressing last n msgs * update * correct merge * update test workflow * check test * update for test * update * update notebook * update * fix bug * update * update * update * check to "pull_request_target" in contrib-openai --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * add AutoGen paper info at the beginning of readme (microsoft#621) * add paper info on top of readme * update info * add paper info * revise date * Update oai_completion.ipynb (microsoft#623) Missing import * Added warnings for some GroupChat misconfigurations and selection errors (microsoft#603) * Added warnings for some GroupChat misconfigurations and selection errors * Fixed formatting * Introducing Experimental GPT Assistant Agent in AutoGen (microsoft#616) * add gpt assistant agent * complete code * Inherit class ConversableAgent * format code * add code comments * add test case * format code * fix test * format code * Improve GPTAssistant * Use OpenAIWrapper to create client * Implement clear_history() * Reply message formatting improvements * Handle the case when content contains image files * README update * Fix doc string of methods * add multiple conversations support * Add GPT Assistant Agent into README * fix test --------- Co-authored-by: gagb <gagb@users.noreply.github.com> Co-authored-by: Beibin Li <beibin79@gmail.com> * added twitter(X) banner + link to readme (microsoft#615) * added twitter(X) banner + link to readme * Update README.md Fix typo in the label --------- Co-authored-by: gagb <gagb@users.noreply.github.com> * Enable streaming support for openai v1 (microsoft#597) * Enable streaming support for openai v1 * Added tests for openai client streaming * Fix test_completion_stream * improve readme (microsoft#630) * improve readme * Update README.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Handled possible unclear IndexError in ConversableAgent.last_message method (microsoft#622) * Handled possible IndexError in ConversableAgent.last_message method with more clear error message and added test in test_conversable_agent.py. * Fix code formatting issues. --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Fix test error of compressible agent (microsoft#631) * fix bug in test * update workflow * update * deepcopy to copy * Fix docstring of get_or_create (microsoft#583) * Fix docstring of get_or_create * Improve docstring * Refactor 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tyler-suard-parker · 2023-12-06T19:49:47Z

@gagb can I have the link to your async group chat notebook please?

gagb · 2023-12-06T21:09:08Z

@gagb can I have the link to your async group chat notebook please?

See: #520

* async run group chat * conversible agent allow async functions to generate reply * test for async execution --------- Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> Co-authored-by: Chi Wang <wang.chi@microsoft.com>

…refactored examples to use Textual app; equality comparison for AgentId (#87) * add illustrator-critics demo; handle multi-modal messages in agents * fix * Refactored examples to use Textual app. Add equality comparison for AgentId

aayushchhabra1999 added 2 commits October 3, 2023 09:24

async run group chat

cfe7fa6

conversible agent allow async functions to generate reply

3d7dc56

aayushchhabra1999 had a problem deploying to openai October 3, 2023 04:20 — with GitHub Actions Failure

test for async execution

bcbf2af

aayushchhabra1999 had a problem deploying to openai October 3, 2023 05:33 — with GitHub Actions Failure

qingyun-wu requested a review from gagb October 7, 2023 14:00

qingyun-wu requested a review from sonichi October 7, 2023 14:06

sonichi requested a review from qingyun-wu October 7, 2023 15:06

Merge branch 'main' into fix/async-function-and-tool-execution

1bb68d6

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Async function calls? #103

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Merge branch 'main' into fix/async-function-and-tool-execution

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Completion -> client #426

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sonichi requested a review from pcdeadeasy October 31, 2023 13:30

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sonichi mentioned this pull request Oct 31, 2023

GroupChatManager don't work with async functions registered with register_reply #494

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sonichi requested a review from bonadio October 31, 2023 14:31

Merge branch 'main' into fix/async-function-and-tool-execution

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Merged via the queue into microsoft:main with commit 503c243 Oct 31, 2023
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gagb mentioned this pull request Nov 1, 2023

Add test cases for async function calls #517

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randombet pushed a commit to randombet/autogen that referenced this pull request Oct 29, 2024

Update MAINTAINERS.md (microsoft#87)

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Fix/async function and tool execution #87

Fix/async function and tool execution #87

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Fix/async function and tool execution #87

Fix/async function and tool execution #87

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