Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140)

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

python/samples/getting_started/agents/azure_ai/azure_ai_with_image_generation.py

@@ -44,7 +44,7 @@ async def main() -> None:
         result = await agent.run(
             query,
             # These additional options are required for image generation
-            additional_chat_options={
+            options={
                 "extra_headers": {"x-ms-oai-image-generation-deployment": "gpt-image-1-mini"},
             },
         )

python/samples/getting_started/agents/azure_ai/azure_ai_with_runtime_json_schema.py

@@ -46,7 +46,7 @@ async def main() -> None:
         result = await agent.run(
             query,
             # Specify type to use as response
-            additional_chat_options={
+            options={
                 "response_format": {
                     "type": "json_schema",
                     "json_schema": {