AgentOps Runtime Logging Implementation (#2682)

* add agentops req

* track conversable agents with agentops

* track tool usage

* track message sending

* remove record from parent

* remove record

* simple example

* notebook example

* remove spacing change

* optional dependency

* documentation

* remove extra import

* optional import

* record if agentops

* if agentops

* wrap function auto name

* install agentops before notebook test

* documentation fixes

* notebook metadata

* notebook metadata

* pre-commit hook changes

* doc link fixes

* git lfs

* autogen tag

* bump agentops version

* log tool events

* notebook fixes

* docs

* formatting

* Updated ecosystem manual

* Update notebook for clarity

* cleaned up notebook

* updated precommit recommendations

* Fixed links to screenshots and examples

* removed unused files

* changed notebook hyperlink

* update docusaurus link path

* reverted setup.py

* change setup again

* undo changes

* revert conversable agent

* removed file not in branch

* Updated notebook to look nicer

* change letter

* revert setup

* revert setup again

* change ref link

* change reflink

* remove optional dependency

* removed duplicated section

* Addressed clarity commetns from howard

* minor updates to wording

* formatting and pr fixes

* added info markdown cell

* better docs

* notebook

* observability docs

* pre-commit fixes

* example images in notebook

* example images in docs

* example images in docs

* delete agentops ong

* doc updates

* docs updates

* docs updates

* use agent as extra_kwarg

* add logging tests

* pass function properly

* create table

* dummy function name

* log chat completion source name

* safe serialize

* test fixes

* formatting

* type checks

---------

Co-authored-by: reibs <areibman@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Howard Gil <howardbgil@gmail.com>
Co-authored-by: Alex Reibman <meta.alex.r@gmail.com>

notebook/agentchat_auto_feedback_from_code_execution.ipynb

@@ -40,7 +40,7 @@
     "    filter_dict={\"tags\": [\"gpt-4\"]},  # comment out to get all\n",
     ")\n",
     "# When using a single openai endpoint, you can use the following:\n",
-    "# config_list = [{\"model\": \"gpt-4\", \"api_key\": os.getenv(\"OPENAI_API_KEY\")}]\n"
+    "# config_list = [{\"model\": \"gpt-4\", \"api_key\": os.getenv(\"OPENAI_API_KEY\")}]"
    ]
   },
   {