Eduard van Valkenburg
d08200d00e
* Bump Python package versions for 1.12.0 release Bump packages represented in the 1.12.0 changelog, promote Foundry Hosting, Azure Content Understanding, Gemini, Mistral, Monty, and Tools to beta, and apply the requested beta cohort date stamp. Root and core move to 1.12.0, released and RC packages use their selected increments, alpha packages including Hosting MCP use the 260721 stamp, and core floors are raised only for proven consumers. Copilot-Session: 2dd9980a-b869-4c16-8642-75b7a6d6ebdf * fix version in readme * Add Responses conversation ID changes to release notes Include the breaking Hosting Responses conversation ID helper changes from #7234 in the Python 1.12.0 changelog. Copilot-Session: 2dd9980a-b869-4c16-8642-75b7a6d6ebdf
63 lines
2.0 KiB
Python
63 lines
2.0 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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# /// script
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# requires-python = ">=3.10"
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# dependencies = ["agent-framework-gemini"]
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# ///
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"""Shows how to enable extended thinking with ThinkingConfig.
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Allows the model to reason through complex problems before responding.
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Requires ``GOOGLE_MODEL`` or ``GEMINI_MODEL`` and either Gemini Developer API credentials
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(``GEMINI_API_KEY`` or ``GOOGLE_API_KEY``) or Vertex AI settings
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(``GOOGLE_GENAI_USE_VERTEXAI``, ``GOOGLE_CLOUD_PROJECT``, and ``GOOGLE_CLOUD_LOCATION``).
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"""
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import asyncio
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from agent_framework import Agent
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from agent_framework.gemini import GeminiChatClient, GeminiChatOptions, ThinkingConfig
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from dotenv import load_dotenv
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load_dotenv()
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async def main() -> None:
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"""Example of extended thinking with a Python version comparison question."""
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print("=== Extended thinking ===")
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# 1. Configure Gemini extended thinking for a reasoning-heavy request.
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options: GeminiChatOptions = {
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"thinking_config": ThinkingConfig(thinking_budget=2048),
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}
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# 2. Create the agent with the Gemini chat client and default thinking options.
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agent = Agent(
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client=GeminiChatClient(),
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name="PythonAgent",
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instructions="You are a helpful Python expert.",
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default_options=options,
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)
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# 3. Stream the answer so you can see the final response as it arrives.
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query = "What new language features were introduced in Python between 3.10 and 3.14?"
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print(f"User: {query}")
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print("Agent: ", end="", flush=True)
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async for chunk in agent.run(query, stream=True):
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if chunk.text:
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print(chunk.text, end="", flush=True)
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print("\n")
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if __name__ == "__main__":
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asyncio.run(main())
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"""
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Sample output:
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=== Extended thinking ===
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User: What new language features were introduced in Python between 3.10 and 3.14?
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Agent: Python 3.11 introduced exception groups and TaskGroup.
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Python 3.12 added PEP 695 type parameter syntax.
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Python 3.13-3.14 continued improving typing, performance, and developer ergonomics.
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"""
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