* fix bug in getting started guide for 0.2 #2038

* remove uneeded submodule

* remove uneeded submodule

* remove unecessary file

While the bullets are rendered correctly in GitHub when looking at this
file, the bullet formatting is incorrect on the actual documentation
site [[1]]. This patch adds a newline to fix that formatting.

A screenshot of the incorrect formatting on the site is included in
the PR.

[1]: https://microsoft.github.io/autogen/0.2/docs/topics/code-execution/kubernetes-pod-commandline-code-executor

* Add Zep ecosystem doc and notebook

* fix linting and formatting issues

* Fix url

* Update agent-memory-with-zep.md

* add notebook metadata

* newline

---------

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* remove coding directory from gitignore

* add k8s PodCommandLineCodeExecutor

* add error handlings and custom pod spec parameter

* change parameter name to kube_config_file

* add param container_name

* add test case for PodCommandLineCodeExecutor

* add test guide

* draft for docs notebook

* test code fix indent

* add document

* add license info

* revise documentation

* modify document: install autogen-agentchat

* apply pre-commit

* revert change to gitignore

* error handling: move import block into try block

---------

Co-authored-by: Ryan Sweet <rysweet@microsoft.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Web crawling with Spider

* reset run count

* spell correction

* crawl agent

* reset execution counters

* correct return types

* metadat for website

* format

* Update notebook/agentchat_webcrawling_with_spider.ipynb

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

* Update website/docs/Examples.md

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

* Update agentchat_webcrawling_with_spider.ipynb

* Update agentchat_webcrawling_with_spider.ipynb

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

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

* remove unused import statement

* fix #2643: register custom model clients within GroupChat

* add docs for fix #2643

* Update website/docs/topics/groupchat/using_custom_models.md

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

* Update website/docs/topics/groupchat/using_custom_models.md

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

* fix: removed unnecessary llm_config from checking agent

* fix: handle missing config or "config_list" key in config

* fix: code formatting

* Isolate method for internal agents creation

* Add unit test to verify that internal agents' client actually registers ModelClient class

* fix: function arguments formatting

* chore: prepend "select_speaker_auto_" to llm_config and model_client_cls attributes in GroupChat

* feat: use selector's llm_config for speaker selection agent if none is passed to GroupChat

* Update test/agentchat/test_groupchat.py

* Update groupchat.py - moved class parameters around, added to docstring

* Update groupchat.py - added selector to async select speaker functions

* Update test_groupchat.py - Corrected test cases for custom model client class

* Update test_groupchat.py pre-commit tidy

---------

Co-authored-by: Matteo Frattaroli <m.frattroli97@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>

* Fix typos in Cerebras doc

Fix typo in Cerebras documentation

* FIx formatting

* Update version to 0.2.36, update package name

* update publish

* Formatting

* Update README.md

* update email

* Ollama client! With function calling. Initial commit, client, no docs or tests yet.

* Tidy comments

* Cater for missing prompt token count

* Removed use of eval, added json parsing support library

* Fix to the use of the JSON fix library, handling of Mixtral escape sequence

* Fixed 'name' in JSON bug, catered for single function call JSON without []

* removing role='tool' from inner tool result to reduce token usage.

* Added Ollama documentation and updated library versions

* Added Native Ollama tool calling (v0.3.0 req.) as well as hide/show tools support

* Added native tool calling and hide_tools parameter to documentation

* Update to Ollama 0.3.1, added tests

* Tweak to manual function calling prompt to improve number handling.

* Fix formatting

Co-authored-by: gagb <gagb@users.noreply.github.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Fix formatting

* Better error message

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: gagb <gagb@users.noreply.github.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Cerebras Integration

* Address feedback

* Fix typo

* Run formatter

* wip

* remove async

* minor fix

* robust timing test

* modifies file names

* modifies config list

* updates faq

* updates llm config doc

* mock openai calls

* make windows tests happy

* clean up

* undo change in doc

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Update LLM Caching link in Optional-Dependencies.md

Fix link to direct to the current location of the LLM Caching doc

* Update Optional-Dependencies.md

---------

Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Fix chromadb error type

* Update docs

* Improve robustness

* Fix tests

* Fix docs

* Fix docs

* Fix docs

* Fix docs

* Portkey Integration with Autogen

* Update website/docs/ecosystem/portkey.md

Co-authored-by: gagb <gagb@users.noreply.github.com>

* Update website/docs/ecosystem/portkey.md

Co-authored-by: gagb <gagb@users.noreply.github.com>

* Update website/docs/ecosystem/portkey.md

Co-authored-by: gagb <gagb@users.noreply.github.com>

* Update website/docs/ecosystem/portkey.md

* Update website/docs/ecosystem/portkey.md

* Update website/docs/ecosystem/portkey.md

* Update website/docs/ecosystem/portkey.md

* Update website/docs/ecosystem/portkey.md

* Update portkey.md with changes

* Update website/docs/ecosystem/portkey.md

Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>

* Remove trailing white spaces

* Update portkey.md with mark's note

* remove trailing white spaces line 15 and empty line at end

---------

Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: gagb <gagb@users.noreply.github.com>
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>

* Ecosyste Mem0: change title

* Update website/docs/ecosystem/mem0.md

Co-authored-by: gagb <gagb@users.noreply.github.com>

---------

Co-authored-by: gagb <gagb@users.noreply.github.com>

* Add Mem0 docs

* add notebook link

* add notebook

* formatting

* formatting fix

* resolve comments

* writeup for mem0

---------

Co-authored-by: HRUSHIKESH DOKALA <96101829+Hk669@users.noreply.github.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: Aristo <6344553+randombet@users.noreply.github.com>
Co-authored-by: gagb <gagb@users.noreply.github.com>

/docs/installation redirects for some reason to /docs/docs/installation.
Using the full url is more reliable

* 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>

* Add studio pre-print

* Fix formatting

* 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>

This pull request includes a minor update to the CONTRIBUTORS.md file to correct the link to the Dockerfile README.

* update contact information on the repo and release package

* update contact

* update

* fix format

* 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

* remove old files

* removes ci

* removes faq

---------

Co-authored-by: Li Jiang <bnujli@gmail.com>

* 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>

Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.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>

ConversableAgent has a break link in website/docs/Use-Cases/agent_chat.md file

* 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

Fixed a typo in tool-use.ipynb: comaptible -> compatible

* Add qdrant notebook, rename notebooks

* Revert changes of pgvector notebook

* Fix assertion error

* 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>

* initial setup for cohere client

* client update

* changes: ClintType added to the utils

* Revert "changes: ClintType added to the utils"

This reverts commit 80d6155228.

* Message conversion to Cohere, Parameter handling, cost calculation, streaming, tool calling

* Changed Groq references.

* minor fix

* tests added

* ref fix

* added in the workflows

* Fixed bug on non-streaming text generation

* fix: formatting

* Support Cohere rule for last message not USER when tool_results exist

* Added Cohere to documentation

* fixed client.py merge, removed unnecessary comments in groq.py, updated Cohere documentation, added Groq documentation

* log: ignored params

* update: custom exception added

---------

Co-authored-by: Mark Sze <mark@sze.family>
Co-authored-by: Mark Sze <66362098+marklysze@users.noreply.github.com>

* Blogpost for enhanced non-OpenAI model support

* update: quickstart with simple conversation

* update: authors details

* Added upfront text

* Added function calling, refined text. Added chess for alt-models notebook, updated examples listing.

* Added Groq to blog

* Removed acknowledgements

---------

Co-authored-by: Hk669 <hrushi669@gmail.com>
Co-authored-by: HRUSHIKESH DOKALA <96101829+Hk669@users.noreply.github.com>

* update readme

* Update README.md

Co-authored-by: HRUSHIKESH DOKALA <96101829+Hk669@users.noreply.github.com>

* add notion link

---------

Co-authored-by: HRUSHIKESH DOKALA <96101829+Hk669@users.noreply.github.com>