* Add support for tool calling cohere
* update tool calling code
* make client name configurable with default
* formatting nits
* update docs
---------
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
* Initial commit with ability to add name into content with a transform
* Transforms documentation
* Fix transform links in documentation
---------
Co-authored-by: Li Jiang <bnujli@gmail.com>
* intial commit for aws-bedrock
* format
* converse setup for model req-response
* Renamed to bedrock.py, updated parameter parsing, system message extraction, client class incorporation
* Established Bedrock class based on @astroalek and @ChristianT's code, added ability to disable system prompt separation
* Image parsing and removing access credential checks
* Added tests, added additional parameter support
* Amazon Bedrock documentation
* Moved client parameters to init, align parameter names with Anthropic, spelling fix, remove unnecessary imports, use base and additional parameters, update documentation
* Tidy up comments
* Minor typo fix
* Correct comment re aws_region
---------
Co-authored-by: Mark Sze <mark@sze.family>
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
This pull request includes a minor update to the agent_chat.md file to correct the link to the Enhanced Inference.
Co-authored-by: gagb <gagb@users.noreply.github.com>
* Initial commit with ability to add transforms to GroupChat
* Added tests
* Tidy up
* Tidy up of variable names and commented out test
* Tidy up comment
* Update import to relative
* Added documentation topic for transform messages for speaker selection.
* Added handling of non-core module, transforms, in groupchat
* Adjusted parameter if module not loaded.
* Updated groupchat test which failed during CI/CD
---------
Co-authored-by: Li Jiang <bnujli@gmail.com>
* add openai-gemini example
* fix exec numbering
* improve isntructions
* fix br tag
* mention roles/aiplatform.user and fix markdown reference
* remove mentioning the editor role, and only use the Vertex AI User role
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Remove deps on RetrieveAssistantAgent for getting human input
* Terminate when no more context
* Add deprecation warning message
* Clean up RetrieveAssistantAgent, part 1
* Update version
* Clean up docs and notebooks
* fix: message history limiter to support tool calls
* add: pytest and docs for message history limiter for tool calls
* Added keep_first_message for HistoryLimiter transform
* Update to inbetween to between
* Updated keep_first_message to non-optional, logic for history limiter
* Update transforms.py
* Update test_transforms to match utils introduction, add keep_first_message testing
* Update test_transforms.py for pre-commit checks
---------
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Document the usage of the AAD auth. #2880
Added the document for the usage of AAD !
* Update website/docs/topics/llm_configuration.ipynb
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
* Updated Location and Link to Azure OpenAI documentation
* Update AutoTX Link on Gallery.json (#3082)
Co-Authored-By: Qingyun Wu <qingyun0327@gmail.com>
Co-Authored-By: Yiran Wu <32823396+yiranwu0@users.noreply.github.com>
Co-Authored-By: Chi Wang <wang.chi@microsoft.com>
* Making the required changes
Updated function description and parameter description as well. Also, created the corresponding cs file for the t4 file. And created the new test case and updated the checks as well.
* Revert "Making the required changes"
By mistake
* Update llm_configuration.ipynb
---------
Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: Yiran Wu <32823396+yiranwu0@users.noreply.github.com>
* Recreated documentation for Local LLMs - LiteLLM and Ollama
* Added Docker = False for code execution example
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* fix broken reference links that's pointing to a page that doesn't exists
* Fix 2 broken links and use the correct format
---------
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* switch to officially supported Vertex AI message sending + safety setting converion for vertexai
* add system instructions
* switch to officially supported Vertex AI message sending + safety setting converion for vertexai
* fix bug in safety settings conversion
* add missing system instructions
* add safety settings to send message
* add support for credentials objects
* add type checkingchange project_id to project arg
* add more tests
* fix mock creation in test
* extend docstring
* fix errors with gemini message format in chats
* add option for vertexai response validation setting & improve docstring
* readding empty message handling
* add more tests
* extend and improve gemini vertexai jupyter notebook
* rename project arg to project_id and GOOGLE_API_KEY env var to GOOGLE_GEMINI_API_KEY
* adjust docstring formatting
* add notebook for using Gemini with VertexAI
* add missing image
* remove part with workload identity federation
* Spelling
* Capitalisation and tweak on config note.
* autogen gemini gcp image
* fix formatting
* move gemini vertexai notebook to website/docs/topics/non-openai-models
* Adjust license
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* remove auto-generated cell
---------
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* First pass together.ai client class
* Config handling, models and cost
* Added tests, moved param management to create function
* Tests, parameter, validation, logging updates
* Added use of client_utils PR 2949
* Updated to return OAI response
* Notebook example
* Improved function calling, updated tests, updated notebook with Chess example
* Tidied up together client class, better parameter handling, simpler exception capture, warning for no cost, reuse in tests, cleaner tests
* Update of documentation notebook, replacement of old version
* Fix of messages parameter for hide_tools function call
* Update autogen/oai/together.py
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
* Update together.py to fix text
---------
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: Yiran Wu <32823396+yiranwu0@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add claude 3.5 sonnet to pricing
* Fix import error for client_utils
* fix import order for ruff formatter
* name key is not supported in anthropic message so let's remove it
* Improved tool use message conversion, changed create to return standard response
* Converted tools to messages for speaker selection, moved message conversion to function, corrected bugs
* Minor bracket typo.
* Renaming function
* add groupchat and run notebook
---------
Co-authored-by: Mark Sze <mark@sze.family>
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: HRUSHIKESH DOKALA <96101829+Hk669@users.noreply.github.com>
* Initial commit of Mistral client class
* Updated to manage final system message for reflection_with_llm
* Add Mistral support to client class
* Add Mistral support across the board (based on Gemini changes)
* Test file for Mistral client
* Updated handling of config, added notebook for documentation
* Added support for additional API parameters
* Remove unneeded code, updated exception raising
* Updated handling of keywords, including type checks, defaults, warnings. Updated notebook example to remove logging warnings.
* Added class description.
* Updated tests to support new config handling.
* Moved parameter parsing to create function, minimised init, added parameter tests
* Refined parameter validation
* Correct spacing
* Fixed string concat in parameter validation
* Corrected upper/lower bound warning
* Use client_tools, tidy up Mistral create, better handle tool call response, tidy tests
* Update of documentation notebook, replacement of old version
* Update to handle multiple tool_call recommendations in a message
* Updated tests to accommodate multiple tool_calls as well as content in message
* Update autogen/oai/mistral.py comment
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
* cleanup, rewrite mock
* update
---------
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: kevin666aa <yrwu000627@gmail.com>
* intial setup for the anthropic client with cost config
* update: other methods added
* fix: formatting
* fix: config unused
* update: changes made in the client
* update: test added to the workflow
* update: added tests to the anthropic client
* fix: errors in workflows and client
* fix
* fix: anthropic tools type
* update: notebook anthropic
* Nonetype fixed
* fix-tests config
* update: tests and client issues
* logger support
* remove sys path
* updated the functioning of the client
* update: type hints and stream
* skip tests- importerror
* fix: anthropic client and tests
* none fix
* Alternating roles, parameter keywords, cost on response,
* update: anthropic notebook
* update: notebook with more details
* devcontainer
* update: added validate_params from the client_utils
* fix: formatting
* fix: minor comment
---------
Co-authored-by: Mark Sze <mark@sze.family>
* google default auth and svc keyfile for Gemini
* [.Net] Release note for 0.0.14 (#2815)
* update release note
* update trigger
* [.Net] Update website for AutoGen.SemanticKernel and AutoGen.Ollama (#2814)
support vertex ai compute region
* [CAP] User supplied threads for agents (#2812)
* First pass: message loop in main thread
* pypi version bump
* Fix readme
* Better example
* Fixed docs
* pre-commit fixes
* refactoring, minor fixes, update gemini demo ipynb
* add new deps again and reset line endings
* Docstring for the init function. Use private methods
* improve docstring
---------
Co-authored-by: Xiaoyun Zhang <bigmiao.zhang@gmail.com>
Co-authored-by: Rajan <rajan.chari@yahoo.com>
Co-authored-by: Zoltan Lux <z.lux@campus.tu-berlin.de>
* white spaces
* add llamaindex agent wrapper for autogen
* formatting
* formatting fixes
* add support for llamaindex agents
* fix style
* fix style
* delete file
* re-add file
* fixes pre-commit errors
* feat: Add agentchat_group_chat_with_llamaindex_agents notebook
This commit adds the notebook "agentchat_group_chat_with_llamaindex_agents.ipynb" which demonstrates how to integrate Llamaindex agents into Autogen. The notebook includes code for setting up the API endpoint, creating Llamaindex agents, and setting up a group chat.
* Refactor code
* feat: Add test for LLamaIndexConversableAgent
This commit adds a new test file `test_llamaindex_conversable_agent.py` that contains a test case for the `LLamaIndexConversableAgent` class. The test verifies the functionality of group chat with two MultimodalConversable Agents, limiting the chat by the `max_round` parameter. It also checks if the number of rounds does not exceed the maximum specified rounds.
The purpose of this change is to ensure that the `LLamaIndexConversableAgent` behaves as expected and correctly handles group chats with limited rounds.
Note: This commit includes import statements and setup code necessary for running the test case.
* fix formatting
* feat: Add LlamaIndexAgent job to GitHub Actions workflow
This commit adds a new job called "LlamaIndexAgent" to the GitHub Actions workflow. The job runs on multiple operating systems (ubuntu-latest, macos-latest, windows-2019) and uses Python version 3.11. It sets up the Python environment, installs necessary packages and dependencies for LMM, performs coverage testing using pytest, and uploads the coverage report to Codecov.
The commit also includes changes to the test_llamaindex_conversable_agent.py file. It imports os and sys modules, appends a path to sys.path, and adds skip conditions for tests based on certain conditions.
These changes improve the CI/CD pipeline by adding a new job for LlamaIndexAgent and enhancing test conditions in test_llamaindex_conversable_agent.py.
* fix test yaml
* cleanup tests
* fix test run
* formatting
* add test
* fix yaml
* pr feedback
* add documentation to website
* fixed style
* edit to document page
* newline
* make skip reason easier to see
* compose skip reasons
* fix env variable name
* refactor: Update package installation in contrib workflows
- Replaced specific package installations with more general ones
- Updated the installation of llama-index packages and dependencies
- Added new packages for llama-index and Wikipedia tools
* Update dependencies and add new agents for group chat
- Update dependencies to specific versions
- Add new agent `entertainent_specialist` for discovering entertainment opportunities in a location
- Modify the `test_group_chat_with_llama_index_conversable_agent` function to include the new agent in the group chat
* Update pydantic version requirement in setup.py
- Update pydantic version requirement from "pydantic>=1.10,<3,!=2.6.0" to "pydantic>=1.10,<3"
- Remove comment about issue with pydantic 2.6.0
* Refactor ChatMessage instantiation in _extract_message_and_history()
- Refactored the instantiation of ChatMessage in the _extract_message_and_history() function.
- Added an empty dictionary as additional_kwargs to the ChatMessage constructor.
* Refactor test_llamaindex_conversable_agent.py
- Removed unused import and variable
- Updated OpenAI model to gpt-4
- Reduced max_iterations for location_specialist and entertainment_specialist from 30 to 5
- Changed human_input_mode for user_proxy to "NEVER"
- Added assertion for max_rounds in entertainent_assistant
These changes improve code efficiency and ensure proper functionality.
* Remove entertainment_specialist agent and update user_proxy settings in test_llamaindex_conversable_agent.py
- Remove the creation of entertainent_specialist agent
- Update the max_consecutive_auto_reply setting for user_proxy to 10
- Update the default_auto_reply setting for user_proxy to "Thank you. TERMINATE"
* Refactor installation of LlamaIndex packages and dependencies
- Simplify installation commands for LlamaIndex packages
- Remove specific version numbers from pip install commands
* Update test_llamaindex_conversable_agent.py to include verbose output during pytest.
- Add the -v flag to the pytest command in contrib-openai.yml.
- Print a message when skipping the test due to missing dependencies or key.
* Refactor OpenAI workflow, remove LlamaIndexAgent
This commit removes the LlamaIndexAgent from the OpenAI workflow in order to streamline and simplify the code. The LlamaIndexAgent was no longer necessary and its removal improves overall code organization and maintainability.
* feat: Add test for group chat functionality with LLamaIndexConversableAgent
use mock reactagent in test
* Update Dockerfile for devcontainer
- Updated the Dockerfile for the devcontainer environment.
- Added installation of build-essential, npm, git-lfs, and other packages.
- Upgraded pip and installed pydoc-markdown, pyyaml, and colored libraries.
* Update devcontainer.json with new VS Code extensions and terminal settings
- Updated the list of VS Code extensions in devcontainer.json to include "GitHub.copilot"
- Added a new terminal profile for Linux with the path set to "/bin/bash"
- Set the default Linux terminal profile to "bash"
* removeall
* feat: Add Dockerfiles and devcontainer configurations
This commit adds Dockerfiles and devcontainer configurations for different use cases in the `.devcontainer` directory. The following changes were made:
- Added `Dockerfile` for basic setups (`base`)
- Added `Dockerfile` for advanced features (`full`)
- Added `Dockerfile` for AutoGen project developers (`dev`)
- Added `Dockerfile` for AutoGen project developers using Studio (`studio`)
- Updated existing files with necessary dependencies and configurations
- Modified README.md to provide instructions on customizing Dockerfiles and managing the Docker environment
These changes allow users to easily set up their AutoGen development environment using Docker containers.
* delete
* Add authors.yml file with author information
This commit adds the authors.yml file, which contains information about various authors contributing to the project. Each author entry includes their name, title, URL, and image URL. This file will be used to display author information on the website.
* delete
* Add test cases for agent chat functionality
This commit adds new test cases for the agent chat functionality. The test cases include scenarios such as auto feedback from code execution, function calls, currency calculator, async function calls, group chat finite state machine, cost token tracking, and group chat state flow. These test cases cover different versions of Python (3.10, 3.11, and 3.12) and are skipped if OpenAI is not installed or the Python version does not match.
* delete
* feat: Add LLM configuration documentation
This commit adds documentation for configuring an agent's access to LLMs. It includes information on the `llm_config` argument, `config_list`, and other configuration parameters. The commit also provides examples of filtering the `config_list` based on model names and tags. Additionally, it demonstrates how to add an HTTP client in `llm_config` for proxy usage. Finally, it mentions helper functions for loading a config list from API keys, environment variables, files, or `.env` files.
Closes#1234
* delete
* feat: Add LLM configuration documentation
This commit adds documentation for configuring an agent's access to LLMs. It includes information on the `llm_config` argument, `config_list`, and other configuration parameters. The commit also provides examples of filtering the `config_list` based on model names and tags. Additionally, it demonstrates how to add an HTTP client in `llm_config` for proxy usage. Finally, it mentions helper functions for loading a config list from various sources.
Closes#1234
* delete
* adding back notebooks
* reset
* feat: Add setup.py for package installation
This commit adds a new file, `setup.py`, which is used for installing the package. The `setup.py` file includes information such as the author, description, and dependencies of the package. This allows users to easily install and use the package in their projects.
The `setup.py` file also includes different extra requirements for specific functionalities, such as retrieving chat data or running Jupyter notebooks. These extra requirements are installed when specified during installation.
Overall, this addition improves the usability and installation process of the package.
