* 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 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
---------
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>
* Change "content" type in Conversable Agent
* content and system_message support str and List
Update for all other agents
* Content_str now also takes None as input
* Group Chat now works with LMM too
* Style: newline for import in Conversable Agentt
* Add test for gourpchat + lmm
* Resolve comments
1. Undo AssistantAgent changes
2. Modify the asserts and raises in `content_str` function and update
test accordingly.
* Undo AssistantAgent
* Update comments and add assertion for LMM
* Typo fix in docstring for content_str
* Remove “None” out conversable_agent.py
* Lint message to dict in multimodal_conversable_agent.py
* Address lint issues
* linting
* Move lmm test into contrib test
* Resolve 2 comments
* Move img_utils into contrib folder
* Resolve img_utils path issues
* Enable defining new functions after agent creation
* Add notebook for function inception example
* format
* 1. fix bug 2. support remove function
* 1. fix bug 2. support remove function
* 1. add example doc 2. change test file 3. change ipynb title
* Update website/docs/Examples.md
---------
Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: “skzhang1” <“shaokunzhang529@gmail.com”>
Co-authored-by: Shaokun Zhang <shaokunzhang529@gmail.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* Update chat_with_teachable_agent.py to v2.
* Update agentchat_teachability.ipynb to v2.
* Add test of teachability accuracy.
* Update installation instructions.
* Add to contrib tests.
* pre-commit fixes
* Apply reviewer suggestions to test workflows.
* Update agentchat_oai_assistant_retrieval.ipynb
our -> your to reduce confusion
* Update notebook/agentchat_oai_assistant_retrieval.ipynb
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add agenteval-notebook for math problems and the blog post about it
* update gitignore
* updates to notebook
* adding folder for the logs
* adding math problems logs
* adding folder for alfworld logs
* added limitiation and future work to blog post
* minor edits blog post
* adding changes
* reorg
* modify the main notebook
* modification of the main notebook
* remove wrong notebook
* uploading new notebook
* update agenteval notebook
* change the sample
* Update agenteval_cq_math.ipynb
* adding final changes to notebook
* updated framework picture
* Update index.mdx
* Update index.md
* Add files via upload
* updates to notebool
* revise the blog
* revise the blog
* update the agent img
* revise the blog
* revise the blog
* Excluded model logs from the main branch, you can find them in agenteval branch
* Fixed pre-commit formatting.
* Update website/blog/2023-11-11-AgentEval/index.mdx
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* update gitignore
* update index.mdx
* update authors.yml by adding Negar and Julia
* remove md file
* remove md file
* update gitignore
* update authors file
* pre-commit checks
* pre-commit checks on authors.yml
* pre-commit checks on authors.yml
* update index.mdx
* update authors.yml by adding Negar and Julia
* updated the blog-post version 1
* updated the blog-post: TL;DR is ready
* updated the blog-post: first part of introduction is ready
* updated figures: typos on fig 1, changed terminology on the fig 2
* upadated the Framework part
* fixed redering issues
* upload zip file instead of single samples
* update prealgebra.zip
* update
* upload
* update z
* update naming
* update zip
* update the agenteval notebook
* update the notebook - removing unmercenary logs
* updated fig 1 and references to it
* updated fig 1
* incorporated PR comments
* merged agenteval branch
* final changes to the blog
* updated taxonomy
* update notebook
* minor changes to the blog
* Fixed formatting
* Update the link in agenteval_cq_math.ipynb
* update the blog and link in notebook
* Update index.mdx
* change folder name
* Changes to be committed:
modified: OAI_CONFIG_LIST_sample.txt
* add sample OAI file
* fix the url link to colab and typos
* fix the url link to colab and typos
* add authors
* update profile pic
* "update authors"
* fixing the problem in test_groupchat.py
* update the title lower case
* reverting changes in setup.py
* rerun pre-commit
---------
Co-authored-by: Negar Arabzadeh <ngr.arabzadeh@gmail.com>
Co-authored-by: Julia Kiseleva <jukisele@microsoft.com>
Co-authored-by: afourney <adamfo@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* Add custom text types and recursive
* Add custom text types and recursive
* Fix format
* Update qdrant, Add pdf to unstructured
* Use unstructed as the default text extractor if installed
* Add tests for unstructured
* Update tests env for unstructured
* Fix error if last message is a function call, issue #569
* Remove csv, md and tsv from UNSTRUCTURED_FORMATS
* Update docstring of docs_path
* Update test for get_files_from_dir
* Update docstring of custom_text_types
* Fix missing search_string in update_context
* Add custom_text_types to notebook example
* Refactor GPTAssistantAgent constructor to handle
instructions and overwrite_instructions flag
- Ensure that `system_message` is always consistent with `instructions`
- Ensure provided instructions are always used
- Add option to permanently modify the instructions of the assistant
* Improve default behavior
* Add a test; add method to delete assistant
* Add a new test for overwriting instructions
* Add test case for when no instructions are given for existing assistant
* Add pytest markers to test_gpt_assistant.py
* add test in workflow
* update
* fix test_client_stream
* comment out test_hierarchy_
* Add basic gptassistant notebook
- also improve logging in gpt assistant
* Update notebook/agentchat_oai_assistant_twoagents_basic.ipynb
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: kevin666aa <yrwu000627@gmail.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* 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>
* LMM Code added
* LLaVA notebook update
* Test cases and Notebook modified for OpenAI v1
* Move LMM into contrib
To resolve test issues and deploy issues
In the future, we can install pillow by default, and then move back
LMM agents into agentchat
* LMM test setup update
* try...except... clause for LMM tests
* disable patch for llava agent test
To resolve dependencies issue for build
* Add LMM Blog
* Change docstring for LMM agents
* Docstring update patch
* llava: insert reply at position 1 now
So, it can still handle human_input_mode
and max_consecutive_reply
* Resolve comments
Fixing: typos, blogs, yml, and add OpenAIWrapper
* Signature typo fix for LMM agent: system_message
* Update LMM "content" from latest OpenAI release
Reference https://platform.openai.com/docs/guides/vision
* update LMM test according to latest OpenAI release
* Fully support GPT-4V now
1. 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 - 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>
* LMM notebook
* Use "register_reply" instead.
* Loop check LLaVA non-empty response
* Run notebook
* Make the llava_call function more flexible
* Include API for 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"
* Initial commit.
* Disable LLM response caching.
* Add teachability option to setup.py
* Modify test to use OAI_CONFIG_LIST as suggested in the docs.
* Expand unit test.
* Complete unit test.
* Add filter_dict
* details
* AnalysisAgent
* details
* More documentation and debug output.
* Support retrieval of any number of relevant memos, including zero.
* More robust analysis separator.
* cleanup
* teach_config
* refactoring
* For robustness, allow more flexibility on memo storage and retrieval.
* de-dupe the retrieved memos.
* Simplify AnalysisAgent. 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>
* Add group chat and retrieve agent example
* Fix link and models
* Support call rag in a group chat and not init with rag
* Fix n_results logic
* Update notebook
* Fix format
* Improve wording
* Update variable name
* Revert to main
* Update function call
* Update keys
* Update contents
* Update contents
* 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>
* 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>
* 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
* fix bug for windows
* fix bug for windows
* more clear example
* link to example
* add test
* format
* comment
* fix assertion error
* fix test error and links
---------
Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
* group chat for visualization
* show figure
* webpage update
* link update
* example 2
* example 2
---------
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* test
* chart
* plan
* separate
* bump version to 2.0.1
* explain plan and code/lang
* notebook update
* notebook update
* typo
* plan
* match can be None
* max consecutive auto reply
* chess notebook
* link to notebook
* clear history
* filter
* **context -> context
* format str template
* groupchat
* register class specific reply
* groupchat notebook
* move human reply into generate_reply
* arg in config
* colab link
* remove room
* rename
* update colab link
* typo
* upload file instruction
* update system message and notebooks
* update notebooks
* notebook test
* aoai api version and exclusion
* gpt-3.5-turbo
* dict check
* change model for test
* endpoints, cache_path and func description update
* model list
* gitter -> discord
* add funccall example and doc
* revise to comments
* Update website/docs/Use-Cases/Auto-Generation.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* revise
* update
* minor update
* add test notebook
* update
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* update funccall
* code format
* update to comments
* update notebook
* remove test for py3.7
* allow funccall to class functions
* add test and clean up notebook
* revise notebook and test
* update
* update mathagent
* Update flaml/autogen/agent/agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update flaml/autogen/agent/user_proxy_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* revise to comments
* revise function call design, notebook and test. add doc
* code format
* ad message_to_dict function
* update mathproxyagent
* revise docstr
* update
* Update flaml/autogen/agent/math_user_proxy_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update flaml/autogen/agent/math_user_proxy_agent.py
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* Update flaml/autogen/agent/user_proxy_agent.py
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* simply funccall in userproxyagent, rewind auto-gen.md, revise to comments
* code format
* update
* remove notebook for another pr
* revise oai_conversation part in agent, revise function exec in user_proxy_agent
* update test_funccall
* update
* update
* fix pydantic version
* Update test/autogen/test_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* fix bug
* fix bug
* update
* update is_termination_msg to accept dict
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Li Jiang <bnujli@gmail.com>
* add agent notebook and documentation
* fix bug
* set flush to True when printing msg in agent
* add a math problem in agent notebook
* remove
* header
* improve notebook doc
* notebook update
* improve notebook example
* improve doc
* improve notebook doc
* improve print
* doc
* human_input_mode
* human_input_mode str
* indent
* indent
* Update flaml/autogen/agent/user_proxy_agent.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update notebook/autogen_agent.ipynb
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update notebook/autogen_agent.ipynb
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update notebook/autogen_agent.ipynb
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* renaming and doc format
* typo
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* version update post release v1.2.2
* automl option
* import pandas
* remove automl.utils
* default
* test
* type hint and version update
* dependency update
* link to open in colab
* use packging.version to close#725
---------
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
* 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
* math utils in autogen
* cleanup
* code utils
* remove check function from code response
* comment out test
* GPT-4
* increase request timeout
* name
* logging and error handling
* better doc
* doc
* codegen optimized
* GPT series
* text
* no demo example
* math
* import openai
* import openai
* azure model name
* azure model name
* openai version
* generate assertion if necessary
* condition to generate assertions
* init region key
* rename
* comments about budget
* prompt
---------
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
* improve max_valid_n and doc
* Update README.md
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
* add support for chatgpt
* notebook
* newline at end of file
* chatgpt notebook
* ChatGPT in Azure
* doc
* math
* warning, timeout, log file name
* handle import error
* doc update; default value
* paper
* doc
* docstr
* eval_func
* add a test func in completion
* update notebook
* update math notebook
* improve notebok
* lint and handle exception
* flake8
* exception in test
* add agg_method
* NameError
* refactor
* Update flaml/integrations/oai/completion.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update flaml/integrations/oai/completion.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add example
* merge files from oai_eval_test
* Revert "merge files from oai_eval_test"
This reverts commit 1e6a550f913bb94df6e9680934ccb7175d00702e.
* merge
* save results to notebook_output
* update version and cache
* update doc
* save nb cell results to file
* fix typo in model name
* code improvements
* improve docstr
* docstr
* docstr on the Returns of test
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
* add basic support to Spark dataframe
add support to SynapseML LightGBM model
update to pyspark>=3.2.0 to leverage pandas_on_Spark API
* clean code, add TODOs
* add sample_train_data for pyspark.pandas dataframe, fix bugs
* improve some functions, fix bugs
* fix dict change size during iteration
* update model predict
* update LightGBM model, update test
* update SynapseML LightGBM params
* update synapseML and tests
* update TODOs
* Added support to roc_auc for spark models
* Added support to score of spark estimator
* Added test for automl score of spark estimator
* Added cv support to pyspark.pandas dataframe
* Update test, fix bugs
* Added tests
* Updated docs, tests, added a notebook
* Fix bugs in non-spark env
* Fix bugs and improve tests
* Fix uninstall pyspark
* Fix tests error
* Fix java.lang.OutOfMemoryError: Java heap space
* Fix test_performance
* Update test_sparkml to test_0sparkml to use the expected spark conf
* Remove unnecessary widgets in notebook
* Fix iloc java.lang.StackOverflowError
* fix pre-commit
* Added params check for spark dataframes
* Refactor code for train_test_split to a function
* Update train_test_split_pyspark
* Refactor if-else, remove unnecessary code
* Remove y from predict, remove mem control from n_iter compute
* Update workflow
* Improve _split_pyspark
* Fix test failure of too short training time
* Fix typos, improve docstrings
* Fix index errors of pandas_on_spark, add spark loss metric
* Fix typo of ndcgAtK
* Update NDCG metrics and tests
* Remove unuseful logger
* Use cache and count to ensure consistent indexes
* refactor for merge maain
* fix errors of refactor
* Updated SparkLightGBMEstimator and cache
* Updated config2params
* Remove unused import
* Fix unknown parameters
* Update default_estimator_list
* Add unit tests for spark metrics
* Refactor into automl subpackage
Moved some of the packages into an automl subpackage to tidy before the
task-based refactor. This is in response to discussions with the group
and a comment on the first task-based PR.
Only changes here are moving subpackages and modules into the new
automl, fixing imports to work with this structure and fixing some
dependencies in setup.py.
* Fix doc building post automl subpackage refactor
* Fix broken links in website post automl subpackage refactor
* Fix broken links in website post automl subpackage refactor
* Remove vw from test deps as this is breaking the build
* Move default back to the top-level
I'd moved this to automl as that's where it's used internally, but had
missed that this is actually part of the public interface so makes sense
to live where it was.
* Re-add top level modules with deprecation warnings
flaml.data, flaml.ml and flaml.model are re-added to the top level,
being re-exported from flaml.automl for backwards compatability. Adding
a deprecation warning so that we can have a planned removal later.
* Fix model.py line-endings
* WIP
* WIP - Notes below
Got to the point where the methods from AutoML are pulled to
GenericTask. Started removing private markers and removing the passing
of automl to these methods. Done with decide_split_type, started on
prepare_data. Need to do the others after
* Re-add generic_task
* Fix tests: add Task.__str__
* Fix tests: test for ray.ObjectRef
* Hotwire TS_Sklearn wrapper to fix test fail
* Remove unused data size field from Task
* Fix import for CLASSIFICATION in notebook
* Update flaml/automl/data.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Fix review comments
* Fix task -> str in custom learner constructor
* Remove unused CLASSIFICATION imports
* Hotwire TS_Sklearn wrapper to fix test fail by setting
optimizer_for_horizon == False
* Revert changes to the automl_classification and pin FLAML version
* Fix imports in reverted notebook
* Fix FLAML version in automl notebooks
* Fix ml.py line endings
* Fix CLASSIFICATION task import in automl_classification notebook
* Uncomment pip install in notebook and revert import
Not convinced this will work because of installing an older version of
the package into the environment in which we're running the tests, but
let's see.
* Revert c6a5dd1a0
* Revert "Revert c6a5dd1a0"
This reverts commit e55e35adea03993de87b23f092b14c6af623d487.
* Black format model.py
* Bump version to 1.1.2 in automl_xgboost
* Add docstrings to the Task ABC
* Fix import in custom_learner
* fix 'optimize_for_horizon' for ts_sklearn
* remove debugging print statements
* Check for is_forecast() before is_classification() in decide_split_type
* Attempt to fix formatting fail
* Another attempt to fix formatting fail
* And another attempt to fix formatting fail
* Add type annotations for task arg in signatures and docstrings
* Fix formatting
* Fix linting
---------
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: EgorKraevTransferwise <egor.kraev@transferwise.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Kevin Chen <chenkevin.8787@gmail.com>
* improve max_valid_n and doc
* Update README.md
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
* add support for chatgpt
* notebook
* newline at end of file
* chatgpt notebook
* ChatGPT in Azure
* doc
* math
* warning, timeout, log file name
* handle import error
* doc update; default value
* paper
* doc
* docstr
* eval_func
* prompt and messages
* remove confusing words
* notebook name
---------
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
* improve max_valid_n and doc
* Update README.md
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
* newline at end of file
* doc
---------
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Maxim Saplin