from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
model=Gemini(id="gemini-2.5-flash"),
tools=[DuckDuckGoTools()],
markdown=True,
debug_mode=True,
)
agent.print_response("give me an update on Israel and Iran war", stream=True)
Hey @Prajwal
thanks for reaching out and supporting Agno. I’ve shared this with the team, we’re working through all requests one by one and will get back to you soon.
If it’s urgent, please let us know. We appreciate your patience!
from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools import python
from agno.tools.yfinance import YFinanceTools
from google.ai.generativelanguage_v1beta import ThinkingConfig
from agno.tools.python import PythonTools
agent = Agent(
model=Gemini(id="gemini-2.5-flash"),
tools=[PythonTools()],
instructions="Use tables to display data. Don't include any other text.",
markdown=True,
debug_mode=True,
monitoring=True,
thinking_budget=10000,
include_thoughts=True,
stream_intermediate_steps=True
)
agent.print_response("write a snake game in python use pyqt for ui", stream=True)
[{
"resource": "/c:/Users/prajw/Downloads/AI-OS/python-backend/assistant.py",
"owner": "pyright",
"code": {
"value": "reportArgumentType",
"target": {
"$mid": 1,
"path": "/v1.29.4/configuration/config-files/",
"scheme": "https",
"authority": "docs.basedpyright.com",
"fragment": "reportArgumentType"
}
},
"severity": 8,
"message": "Argument of type \"Literal['exact']\" cannot be assigned to parameter \"count\" of type \"CountMethod | None\" in function \"select\"\n Type \"Literal['exact']\" is not assignable to type \"CountMethod | None\"\n \"Literal['exact']\" is not assignable to \"CountMethod\"\n \"Literal['exact']\" is not assignable to \"None\"",
"source": "basedpyright",
"startLineNumber": 82,
"startColumn": 37,
"endLineNumber": 82,
"endColumn": 44,
"modelVersionId": 67
},{
"resource": "/C:/Users/prajw/Downloads/AI-OS/python-backend/test.py",
"owner": "pyright",
"code": {
"value": "reportCallIssue",
"target": {
"$mid": 1,
"path": "/v1.29.4/configuration/config-files/",
"scheme": "https",
"authority": "docs.basedpyright.com",
"fragment": "reportCallIssue"
}
},
"severity": 8,
"message": "No parameter named \"include_thoughts\"",
"source": "basedpyright",
"startLineNumber": 16,
"startColumn": 5,
"endLineNumber": 16,
"endColumn": 21,
"modelVersionId": 104
},{
"resource": "/C:/Users/prajw/Downloads/AI-OS/python-backend/test.py",
"owner": "pyright",
"code": {
"value": "reportCallIssue",
"target": {
"$mid": 1,
"path": "/v1.29.4/configuration/config-files/",
"scheme": "https",
"authority": "docs.basedpyright.com",
"fragment": "reportCallIssue"
}
},
"severity": 8,
"message": "No parameter named \"thinking_budget\"",
"source": "basedpyright",
"startLineNumber": 15,
"startColumn": 5,
"endLineNumber": 15,
"endColumn": 20,
"modelVersionId": 104
}]
i copied the entire “gemini.py” which have your modifed code
Hey @Prajwal the import looks incorrect. it should be
from google.genai.types import ThinkingConfig
Could you refer again to the PR and take reference from that
Hey @Prajwal The PR is merged. Once released in Agno you should be able to directly use Thinking Budget as shown in cookbook/models/google/gemini/agent_with_thinking_budget.py
1 Like
i get this error
▰▱▱▱▱▱▱ Thinking...
┏━ Message ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ ┃
┃ Three missionaries and three cannibals need to cross a river. They have a boat that can carry up to two people at a time. If, at any time, the cannibals outnumber the missionaries on either ┃
┃ side of the river, the cannibals will eat the missionaries. How can all six people get across the river safely? Provide a step-by-step solution and show the solutions as an ascii diagram ┃
┃ ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
Traceback (most recent call last):
File "/home/godboy/Downloads/AI-OS/python-backend/thinking.py", line 28, in <module>
agent.print_response(task, stream=True)
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/agent/agent.py", line 7086, in print_response
for resp in self.run(
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/agent/agent.py", line 888, in _run_stream
for event in self._handle_model_response_stream(
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/agent/agent.py", line 3066, in _handle_model_response_stream
for model_response_event in self.model.response_stream(
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/models/base.py", line 762, in response_stream
yield from self.process_response_stream(
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/models/base.py", line 724, in process_response_stream
for response_delta in self.invoke_stream(
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/models/google/gemini.py", line 281, in invoke_stream
request_kwargs = self.get_request_params(system_message, response_format=response_format, tools=tools)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/agno/models/google/gemini.py", line 200, in get_request_params
config["thinking_config"] = ThinkingConfig(**thinking_config_params)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/godboy/Downloads/AI-OS/aios/lib/python3.12/site-packages/pydantic/main.py", line 214, in __init__
validated_self = self.__pydantic_validator__.validate_python(data, self_instance=self)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
pydantic_core._pydantic_core.ValidationError: 1 validation error for ThinkingConfig
thinking_budget
Extra inputs are not permitted [type=extra_forbidden, input_value=1280, input_type=int]
For further information visit https://errors.pydantic.dev/2.10/v/extra_forbidden
after running this code
"""
An example of how to use the thinking budget parameter with the Gemini model.
This requires `google-genai > 1.10.0`
- Turn off thinking use thinking_budget=0
- Turn on dynamic thinking use thinking_budget=-1
- To use a specific thinking token budget (e.g. 1280) use thinking_budget=1280
- Use include_thoughts=True to get the thought summaries in the response.
"""
from agno.agent import Agent
from agno.models.google import Gemini
from dotenv import load_dotenv
load_dotenv()
task = (
"Three missionaries and three cannibals need to cross a river. "
"They have a boat that can carry up to two people at a time. "
"If, at any time, the cannibals outnumber the missionaries on either side of the river, the cannibals will eat the missionaries. "
"How can all six people get across the river safely? Provide a step-by-step solution and show the solutions as an ascii diagram"
)
agent = Agent(
model=Gemini(id="gemini-2.5-pro", thinking_budget=1280, include_thoughts=True),
markdown=True,
)
agent.print_response(task, stream=True)
any update on thinking parameter ?
Hi @Prajwal! We are experiencing some issues with gemini-2.5-pro from Gemini API. Temporarily you could try using gemini-2.5-flashmodel and the cookbook should work.
In case you still experience issues try upgrading to latest Agno version. Thanks!
i dont know much but i think the new agno update is giving issue in google dependency i have another topic where im getting this error when i add “composio-agno“ dependency in my requirement and try to run it in docker.
Hi @Prajwal ! I replied to your other issue as well.
I think just upgrade the google-genai package should solve all issues
yup i did that and now its working.