repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/input_as_messages_list.py | cookbook/03_agents/input_and_output/input_as_messages_list.py | from agno.agent import Agent, Message
Agent().print_response(
input=[
Message(
role="user",
content="I'm preparing a presentation for my company about renewable energy adoption.",
),
Message(
role="assistant",
content="I'd be happy to help wit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/input_schema_on_agent_as_typed_dict.py | cookbook/03_agents/input_and_output/input_schema_on_agent_as_typed_dict.py | from typing import List, Optional, TypedDict
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.hackernews import HackerNewsTools
# Define a TypedDict schema
class ResearchTopicDict(TypedDict):
topic: str
focus_areas: List[str]
target_audience: str
sources_required... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/output_schema_override.py | cookbook/03_agents/input_and_output/output_schema_override.py | """
This example demonstrates output_schema override for agents.
Shows how to temporarily change the output schema for a single run
and have it automatically restored afterwards. Works with both
run/arun and streaming/non-streaming modes.
"""
import asyncio
from agno.agent import Agent
from agno.models.openai import... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/__init__.py | cookbook/03_agents/input_and_output/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false | |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/response_as_variable.py | cookbook/03_agents/input_and_output/response_as_variable.py | from typing import Iterator # noqa
from rich.pretty import pprint
from agno.agent import Agent, RunOutput
from agno.models.openai import OpenAIChat
from agno.tools.yfinance import YFinanceTools
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[
YFinanceTools(
stock_price=True,
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/input_as_list.py | cookbook/03_agents/input_and_output/input_as_list.py | from agno.agent import Agent
Agent().print_response(
[
{"type": "text", "text": "What's in this image?"},
{
"type": "image_url",
"image_url": {
"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/25... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/input_and_output/structured_input.py | cookbook/03_agents/input_and_output/structured_input.py | from typing import List
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.hackernews import HackerNewsTools
from pydantic import BaseModel, Field
class ResearchTopic(BaseModel):
"""Structured research topic with specific requirements"""
topic: str
focus_areas: List[s... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/user_input_required_all_fields.py | cookbook/03_agents/human_in_the_loop/user_input_required_all_fields.py | """🤝 Human-in-the-Loop: Allowing users to provide input externally
This example shows how to use the `requires_user_input` parameter to allow users to provide input externally.
"""
from typing import List
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/external_tool_execution_toolkit.py | cookbook/03_agents/human_in_the_loop/external_tool_execution_toolkit.py | """🤝 Human-in-the-Loop: Execute a tool call outside of the agent
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Use external tool execution to execute a tool call outside of the agent
Run `pip install openai agno` to install dependencies.
"""
import subpro... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_stream.py | cookbook/03_agents/human_in_the_loop/confirmation_required_stream.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/user_input_required_async.py | cookbook/03_agents/human_in_the_loop/user_input_required_async.py | """🤝 Human-in-the-Loop: Allowing users to provide input externally"""
import asyncio
from typing import List
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.tools import tool
from agno.tools.function import UserInputField
from agno.utils import ppr... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/external_tool_execution_async.py | cookbook/03_agents/human_in_the_loop/external_tool_execution_async.py | """🤝 Human-in-the-Loop: Execute a tool call outside of the agent
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Use external tool execution to execute a tool call outside of the agent
Run `pip install openai agno` to install dependencies.
"""
import asynci... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_mixed_tools.py | cookbook/03_agents/human_in_the_loop/confirmation_required_mixed_tools.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
In this case we have multiple tools and only one of them requires confirmation.
The agent should execute the tool that doesn't require confirmation and then pause fo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_toolkit.py | cookbook/03_agents/human_in_the_loop/confirmation_required_toolkit.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required.py | cookbook/03_agents/human_in_the_loop/confirmation_required.py | """🤝 Human-in-the-Loop (HITL): Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_multiple_tools.py | cookbook/03_agents/human_in_the_loop/confirmation_required_multiple_tools.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/external_tool_execution.py | cookbook/03_agents/human_in_the_loop/external_tool_execution.py | """🤝 Human-in-the-Loop: Execute a tool call outside of the agent
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Use external tool execution to execute a tool call outside of the agent
Run `pip install openai agno` to install dependencies.
"""
import subpro... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/agentic_user_input.py | cookbook/03_agents/human_in_the_loop/agentic_user_input.py | """🤝 Human-in-the-Loop: Allowing users to provide input externally
This example shows how to use the UserControlFlowTools to allow the agent to get user input dynamically.
If the agent doesn't have enough information to complete a task, it will use the toolkit to get the information it needs from the user.
"""
from ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/external_tool_execution_async_responses.py | cookbook/03_agents/human_in_the_loop/external_tool_execution_async_responses.py | """🤝 Human-in-the-Loop with OpenAI Responses API (gpt-4.1-mini)
This example mirrors the external tool execution async example but uses
OpenAIResponses with gpt-4.1-mini to validate tool-call id handling.
Run `pip install openai agno` to install dependencies.
"""
import asyncio
import subprocess
from agno.agent im... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_stream_async.py | cookbook/03_agents/human_in_the_loop/confirmation_required_stream_async.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_with_history.py | cookbook/03_agents/human_in_the_loop/confirmation_required_with_history.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/user_input_required.py | cookbook/03_agents/human_in_the_loop/user_input_required.py | """🤝 Human-in-the-Loop: Allowing users to provide input externally
This example shows how to use the `requires_user_input` parameter to allow users to provide input externally.
"""
from typing import List
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_async.py | cookbook/03_agents/human_in_the_loop/confirmation_required_async.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/__init__.py | cookbook/03_agents/human_in_the_loop/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false | |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/external_tool_execution_stream.py | cookbook/03_agents/human_in_the_loop/external_tool_execution_stream.py | """🤝 Human-in-the-Loop: Execute a tool call outside of the agent
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Use external tool execution to execute a tool call outside of the agent
Run `pip install openai agno` to install dependencies.
"""
import subpro... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/confirmation_required_with_run_id.py | cookbook/03_agents/human_in_the_loop/confirmation_required_with_run_id.py | """🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice
Some practical applications:
- Confirming sensit... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/user_input_required_stream.py | cookbook/03_agents/human_in_the_loop/user_input_required_stream.py | """🤝 Human-in-the-Loop: Allowing users to provide input externally
This example shows how to use the `requires_user_input` parameter to allow users to provide input externally.
"""
from typing import List
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/external_tool_execution_stream_async.py | cookbook/03_agents/human_in_the_loop/external_tool_execution_stream_async.py | """🤝 Human-in-the-Loop: Execute a tool call outside of the agent
This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Use external tool execution to execute a tool call outside of the agent
Run `pip install openai agno` to install dependencies.
"""
import asynci... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/human_in_the_loop/user_input_required_stream_async.py | cookbook/03_agents/human_in_the_loop/user_input_required_stream_async.py | """🤝 Human-in-the-Loop: Allowing users to provide input externally
This example shows how to use the `requires_user_input` parameter to allow users to provide input externally.
"""
import asyncio
from typing import List
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/context_compression/token_based_tool_call_compression.py | cookbook/03_agents/context_compression/token_based_tool_call_compression.py | """
This example shows how to set a context token based limit for tool call compression.
Run: `python cookbook/agents/context_compression/token_based_tool_call_compression.py`
"""
from agno.agent import Agent
from agno.compression.manager import CompressionManager
from agno.db.sqlite import SqliteDb
from agno.models.o... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/context_compression/tool_call_compression_with_manager.py | cookbook/03_agents/context_compression/tool_call_compression_with_manager.py | """
This example shows how to customize the compression prompt for domain-specific
use cases. Here we optimize compression for competitive intelligence gathering.
Run: `python cookbook/agents/context_compression/tool_call_compression_with_manager.py`
"""
from agno.agent import Agent
from agno.compression.manager impo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/context_compression/tool_call_compression.py | cookbook/03_agents/context_compression/tool_call_compression.py | from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
model=OpenAIChat(id="gpt-5-mini"),
tools=[DuckDuckGoTools()],
description="Specialized in tracking competitor activities",
instruct... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/context_compression/async_tool_call_compression.py | cookbook/03_agents/context_compression/async_tool_call_compression.py | import asyncio
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
model=OpenAIChat(id="gpt-5-mini"),
tools=[DuckDuckGoTools()],
description="Specialized in tracking competitor activitie... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/caching/async_cache_model_response.py | cookbook/03_agents/caching/async_cache_model_response.py | """
Example showing async caching for model responses.
The first run will take a while to finish.
The second run will hit the cache and be much faster.
You can also see the cache hit announcement in the console logs.
"""
import asyncio
from agno.agent import Agent
from agno.models.openai import OpenAIChat
agent = ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/caching/cache_model_response_stream.py | cookbook/03_agents/caching/cache_model_response_stream.py | """
Example showing how to cache streaming model responses.
The first run will take a while to finish.
The second run will hit the cache and be much faster.
You can also see the cache hit log in the console logs.
"""
import time
from agno.agent import Agent
from agno.models.openai import OpenAIChat
agent = Agent(m... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/caching/__init__.py | cookbook/03_agents/caching/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false | |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/caching/async_cache_model_response_stream.py | cookbook/03_agents/caching/async_cache_model_response_stream.py | """
Example showing async caching for streaming model responses.
The first run will take a while to finish.
The second run will hit the cache and be much faster.
You can also see the cache hit log in the console logs.
"""
import asyncio
import time
from agno.agent import Agent
from agno.models.openai import OpenAIC... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/caching/cache_model_response.py | cookbook/03_agents/caching/cache_model_response.py | """
Example showing how to cache model responses to avoid redundant API calls.
The first run will take a while to finish.
The second run will hit the cache and be much faster.
You can also see the cache hit log in the console logs.
"""
import time
from agno.agent import Agent
from agno.models.openai import OpenAICh... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/intermediate_steps.py | cookbook/03_agents/other/intermediate_steps.py | from typing import Iterator
from agno.agent import Agent, RunOutputEvent
from agno.models.openai import OpenAIChat
from agno.tools.yfinance import YFinanceTools
from rich.pretty import pprint
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[YFinanceTools()],
markdown=True,
)
run_stream: Iterator[RunO... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/cancel_a_run_async_with_redis.py | cookbook/03_agents/other/cancel_a_run_async_with_redis.py | """
Example demonstrating how to cancel an async agent run using Redis.
This example shows how to:
1. Set up a Redis-based cancellation manager with async support
2. Start an async agent run
3. Cancel the run from a concurrent task
4. Handle the cancelled response
The async Redis cancellation manager is useful when:
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/debug.py | cookbook/03_agents/other/debug.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
# You can set the debug mode on the agent for all runs to have more verbose output
agent = Agent(
model=OpenAIChat(id="gpt-4o-mini"),
debug_mode=True,
)
agent.print_response(input="Tell me a joke.")
# You can also set the debug mode on a... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/cancel_a_run.py | cookbook/03_agents/other/cancel_a_run.py | """
Example demonstrating how to cancel a running agent execution.
This example shows how to:
1. Start an agent run in a separate thread
2. Cancel the run from another thread
3. Handle the cancelled response
By default, Agno uses an in-memory cancellation manager which works for single-process
applications. For distr... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/agent_run_metadata.py | cookbook/03_agents/other/agent_run_metadata.py | from datetime import datetime
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[DuckDuckGoTools()],
instructions="You are a customer support agent. You help process customer inquirie... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/debug_level.py | cookbook/03_agents/other/debug_level.py | """
This example shows how to set the debug level of an agent.
The debug level is a number between 1 and 2.
1: Basic debug information
2: Detailed debug information
The default debug level is 1.
"""
from agno.agent.agent import Agent
from agno.models.anthropic.claude import Claude
from agno.tools.yfinance import YF... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/agent_metrics.py | cookbook/03_agents/other/agent_metrics.py | from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.tools.yfinance import YFinanceTools
from agno.utils import pprint
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[YFinanceTools()],
markdown=True,
session_id="test-session-metri... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/agent_model_string.py | cookbook/03_agents/other/agent_model_string.py | """Example showing how to set the model for an Agent using a model string"""
from agno.agent import Agent
# Model strings follow the format "{provider}:{model_id}", for example:
model_string = "openai:gpt-4o"
agent = Agent(model=model_string, markdown=True)
agent.print_response("Share a 2 sentence horror story")
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/run_response_events.py | cookbook/03_agents/other/run_response_events.py | from typing import Iterator, List
from agno.agent import (
Agent,
RunContentEvent,
RunOutputEvent,
ToolCallCompletedEvent,
ToolCallStartedEvent,
)
from agno.models.anthropic import Claude
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
model=Claude(id="claude-sonnet-4-20250514... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/agent_retries.py | cookbook/03_agents/other/agent_retries.py | """Example demonstrating how to set up retries with an Agent."""
from agno.agent import Agent
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
name="Web Search Agent",
role="Search the web for information",
tools=[DuckDuckGoTools()],
retries=3, # The Agent run will be retried 3 times ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/__init__.py | cookbook/03_agents/other/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false | |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/cancel_a_run_with_redis.py | cookbook/03_agents/other/cancel_a_run_with_redis.py | """
Example demonstrating how to cancel a running agent execution using Redis.
This example shows how to:
1. Set up a Redis-based cancellation manager for distributed environments
2. Start an agent run in a separate thread
3. Cancel the run from another thread (or another process/service)
4. Handle the cancelled respo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/agent_extra_metrics.py | cookbook/03_agents/other/agent_extra_metrics.py | """Show special token metrics like audio, cached and reasoning tokens"""
import requests
from agno.agent import Agent
from agno.media import Audio
from agno.models.openai import OpenAIChat
from agno.utils.pprint import pprint_run_response
# Fetch the audio file and convert it to a base64 encoded string
url = "https:/... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/tool_call_limit.py | cookbook/03_agents/other/tool_call_limit.py | """
This cookbook shows how to use tool call limit to control the number of tool calls an agent can make.
"""
from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.yfinance import YFinanceTools
agent = Agent(
model=Claude(id="claude-3-5-haiku-20241022"),
tools=[YFinanceTools(co... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/other/scenario_testing.py | cookbook/03_agents/other/scenario_testing.py | """
This is an example that uses the [scenario](https://github.com/langwatch/scenario) testing library to test an agent.
Prerequisites:
- Install scenario: `pip install scenario`
"""
import pytest
from scenario import Scenario, TestingAgent, scenario_cache
Scenario.configure(testing_agent=TestingAgent(model="openai/... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/agentic_search/agentic_rag.py | cookbook/03_agents/agentic_search/agentic_rag.py | """This cookbook shows how to implement Agentic RAG using Hybrid Search and Reranking.
1. Run: `pip install agno anthropic cohere lancedb tantivy sqlalchemy` to install the dependencies
2. Export your ANTHROPIC_API_KEY and CO_API_KEY
3. Run: `python cookbook/agent_concepts/agentic_search/agentic_rag.py` to run the agen... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/agentic_search/agentic_rag_infinity_reranker.py | cookbook/03_agents/agentic_search/agentic_rag_infinity_reranker.py | """This cookbook shows how to implement Agentic RAG using Infinity Reranker.
Infinity is a high-performance inference server for text-embeddings, reranking, and classification models.
It provides fast and efficient reranking capabilities for RAG applications.
## Setup Instructions:
### 1. Install Dependencies
Run: `... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/agentic_search/__init__.py | cookbook/03_agents/agentic_search/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false | |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/agentic_search/agentic_rag_with_reasoning.py | cookbook/03_agents/agentic_search/agentic_rag_with_reasoning.py | """This cookbook shows how to implement Agentic RAG with Reasoning.
1. Run: `pip install agno anthropic cohere lancedb tantivy sqlalchemy` to install the dependencies
2. Export your ANTHROPIC_API_KEY and CO_API_KEY
3. Run: `python cookbook/agent_concepts/agentic_search/agentic_rag_with_reasoning.py` to run the agent
""... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/03_agents/agentic_search/lightrag/agentic_rag_with_lightrag.py | cookbook/03_agents/agentic_search/lightrag/agentic_rag_with_lightrag.py | import asyncio
from os import getenv
from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
from agno.knowledge.reader.wikipedia_reader import WikipediaReader
from agno.vectordb.lightrag import LightRag
vector_db = LightRag(
api_key=getenv("LIGHTRAG_API_KEY"),
)
knowledge = Knowledge(
na... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/python_tools.py | cookbook/14_tools/python_tools.py | from pathlib import Path
from agno.agent import Agent
from agno.tools.python import PythonTools
# Example 1: All functions available (default behavior)
agent_all = Agent(
name="Python Agent - All Functions",
tools=[PythonTools(base_dir=Path("tmp/python"))],
instructions=["You have access to all Python exe... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/mlx_transcribe_tools.py | cookbook/14_tools/mlx_transcribe_tools.py | """
MLX Transcribe: A tool for transcribing audio files using MLX Whisper
Requirements:
1. ffmpeg - Install using:
- macOS: `brew install ffmpeg`
- Ubuntu: `sudo apt-get install ffmpeg`
- Windows: Download from https://ffmpeg.org/download.html
2. mlx-whisper library:
pip install mlx-whisper
Example Usage... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/spotify_tools.py | cookbook/14_tools/spotify_tools.py | """
Example: Using SpotifyTools with an Agno Agent
This example shows how to create an agent that can:
- Search for songs by mood, artist, or genre
- Create playlists based on user requests
- Update existing playlists
"""
from os import getenv
from agno.agent import Agent
from agno.models.anthropic import Claude
fro... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/twilio_tools.py | cookbook/14_tools/twilio_tools.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.twilio import TwilioTools
"""
Example showing how to use the Twilio Tools with Agno.
Requirements:
- Twilio Account SID and Auth Token (get from console.twilio.com)
- A Twilio phone number
- pip install twilio
Usage:
- Set the fol... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/webbrowser_tools.py | cookbook/14_tools/webbrowser_tools.py | from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.webbrowser import WebBrowserTools
# Example 1: Enable specific WebBrowser functions
agent = Agent(
model=Gemini("gemini-2.0-flash"),
tools=[WebBrowserTools(enable_open_page=True)... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/mcp_tools.py | cookbook/14_tools/mcp_tools.py | import asyncio
import sys
from pathlib import Path
from agno.agent import Agent
from agno.tools.mcp import MCPTools
from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client
async def main(prompt: str) -> None:
# Initialize the MCP server
server_params = StdioServerParame... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/replicate_tools.py | cookbook/14_tools/replicate_tools.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.replicate import ReplicateTools
"""Create an agent specialized for Replicate AI content generation"""
# Example 1: Enable specific Replicate functions
image_agent = Agent(
name="Image Generator Agent",
model=OpenAIChat(id="... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/shell_tools.py | cookbook/14_tools/shell_tools.py | from agno.agent import Agent
from agno.tools.shell import ShellTools
agent = Agent(tools=[ShellTools()])
agent.print_response("Show me the contents of the current directory", markdown=True)
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/neo4j_tools.py | cookbook/14_tools/neo4j_tools.py | """
Example script demonstrating the use of Neo4jTools with an Agno agent.
This script sets up an agent that can interact with a Neo4j database using natural language queries,
such as listing node labels or executing Cypher queries.
## Setting up Neo4j Locally
### Option 1: Using Docker (Recommended)
1. **Install Do... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/evm_tools.py | cookbook/14_tools/evm_tools.py | """
EVM Tools Example
This example demonstrates how to use Agno's EVM integration to send ETH transactions
on any EVM-compatible blockchain.
1. Set your environment variables:
export EVM_PRIVATE_KEY=0x<your-private-key>
export EVM_RPC_URL=https://your-rpc-endpoint
2. Or pass them directly to the EvmTools con... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/airflow_tools.py | cookbook/14_tools/airflow_tools.py | """
Airflow Tools - DAG Management and Workflow Automation
This example demonstrates how to use AirflowTools for managing Apache Airflow DAGs.
Shows enable_ flag patterns for selective function access.
AirflowTools is a small tool (<6 functions) so it uses enable_ flags.
Run: `pip install apache-airflow` to install t... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/csv_tools.py | cookbook/14_tools/csv_tools.py | """
CSV Tools - Data Analysis and Processing for CSV Files
This example demonstrates how to use CsvTools for CSV file operations.
Shows enable_ flag patterns for selective function access.
CsvTools is a small tool (<6 functions) so it uses enable_ flags.
Run: `pip install pandas` to install the dependencies
"""
from... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/composio_tools.py | cookbook/14_tools/composio_tools.py | from agno.agent import Agent
from composio_agno import Action, ComposioToolSet
toolset = ComposioToolSet()
composio_tools = toolset.get_tools(
actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER]
)
agent = Agent(tools=composio_tools)
agent.print_response("Can you star agno-agi/agno repo?")
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/clickup_tools.py | cookbook/14_tools/clickup_tools.py | """
Steps to Get Your ClickUp API Key
Step 1: Log In to ClickUp
Step 2: Navigate to Settings (usually a circle with your initials) click on it
Step 3: Access the Apps Section: In the settings sidebar on the left, scroll down until you find Apps. Click on it to access the API settings.
Step 4: Generate Your API Key
In ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/jinareader_tools.py | cookbook/14_tools/jinareader_tools.py | from agno.agent import Agent
from agno.tools.jina import JinaReaderTools
agent = Agent(tools=[JinaReaderTools()])
agent.print_response("Summarize: https://github.com/agno-agi/agno")
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/sleep_tools.py | cookbook/14_tools/sleep_tools.py | from agno.agent import Agent
from agno.tools.sleep import SleepTools
# Example 1: Enable specific sleep functions
agent = Agent(tools=[SleepTools(enable_sleep=True)], name="Sleep Agent")
# Example 2: Enable all sleep functions
agent_all = Agent(tools=[SleepTools(all=True)], name="Full Sleep Agent")
# Test the agents... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/trafilatura_tools.py | cookbook/14_tools/trafilatura_tools.py | """
TrafilaturaTools Cookbook
This cookbook demonstrates various ways to use TrafilaturaTools for web scraping and text extraction.
TrafilaturaTools provides powerful capabilities for extracting clean, readable text from web pages
and converting raw HTML into structured, meaningful data.
Prerequisites:
- Install traf... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/custom_tool_events.py | cookbook/14_tools/custom_tool_events.py | """This example demonstrate how to yield custom events from a custom tool."""
import asyncio
from dataclasses import dataclass
from typing import Optional
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.run.agent import CustomEvent
from agno.tools import tool
# Our custom event, ext... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/tavily_tools.py | cookbook/14_tools/tavily_tools.py | from agno.agent import Agent
from agno.tools.tavily import TavilyTools
# Example 1: default TavilyTools
agent = Agent(tools=[TavilyTools()])
# Example 2: Enable all Tavily functions (search + extract)
agent_all = Agent(tools=[TavilyTools(all=True)])
# Example 3: Use advanced search with context
context_agent = Agent... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/file_generation_tools.py | cookbook/14_tools/file_generation_tools.py | """
File Generation Tool Example
This cookbook shows how to use the FileGenerationTool to generate various file types (JSON, CSV, PDF, TXT).
The tool can generate files from agent responses and make them available for download or further processing.
"""
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/desi_vocal_tools.py | cookbook/14_tools/desi_vocal_tools.py | """
pip install requests
"""
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.desi_vocal import DesiVocalTools
audio_agent = Agent(
model=OpenAIChat(id="gpt-4o"),
tools=[DesiVocalTools()],
description="You are an AI agent that can generate audio using the DesiVocal AP... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/scrapegraph_tools.py | cookbook/14_tools/scrapegraph_tools.py | """
ScrapeGraphTools
This script demonstrates the various capabilities of ScrapeGraphTools toolkit:
1. smartscraper: Extract structured data using natural language prompts
2. markdownify: Convert web pages to markdown format
3. searchscraper: Search the web and extract information
4. crawl: Crawl websites with struct... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/baidusearch_tools.py | cookbook/14_tools/baidusearch_tools.py | from agno.agent import Agent
from agno.tools.baidusearch import BaiduSearchTools
agent = Agent(
tools=[BaiduSearchTools()],
description="You are a search agent that helps users find the most relevant information using Baidu.",
instructions=[
"Given a topic by the user, respond with the 3 most relev... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/fal_tools.py | cookbook/14_tools/fal_tools.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.fal import FalTools
fal_agent = Agent(
name="Fal Video Generator Agent",
model=OpenAIChat(id="gpt-4o"),
tools=[
FalTools(
model="fal-ai/hunyuan-video",
enable_generate_media=True,
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/custom_api_tools.py | cookbook/14_tools/custom_api_tools.py | from agno.agent import Agent
from agno.tools.api import CustomApiTools
"""
Args:
base_url (Optional[str]): Base URL for API calls
username (Optional[str]): Username for basic authentication
password (Optional[str]): Password for basic authentication
api_key (Optional[str]): API key for authentication
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/knowledge_tool.py | cookbook/14_tools/knowledge_tool.py | from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
from agno.team.team import Team
from agno.vectordb.pgvector import PgVector
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
kb = Knowledge(
vector_db=PgVector(
table_name="documents",
db_url=db_url,
),
)
agent... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/exa_tools.py | cookbook/14_tools/exa_tools.py | from agno.agent import Agent
from agno.tools.exa import ExaTools
# Example 1: Enable all tools
agent_all = Agent(
tools=[
ExaTools(
all=True, # Enable all exa tools
show_results=True,
)
],
markdown=True,
)
# Example 2: Enable specific tools only
agent_specific = Ag... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/e2b_tools.py | cookbook/14_tools/e2b_tools.py | """
E2B Tools Example - Demonstrates how to use the E2B toolkit for sandboxed code execution.
This example shows how to:
1. Set up authentication with E2B API
2. Initialize the E2BTools with proper configuration
3. Create an agent that can run Python code in a secure sandbox
4. Use the sandbox for data analysis, visua... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/openbb_tools.py | cookbook/14_tools/openbb_tools.py | from agno.agent import Agent
from agno.tools.openbb import OpenBBTools
# Example 1: Enable all OpenBB functions
agent_all = Agent(
tools=[
OpenBBTools(
all=True, # Enable all OpenBB financial data functions
)
],
markdown=True,
)
# Example 2: Enable specific OpenBB functions on... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/hackernews_tools.py | cookbook/14_tools/hackernews_tools.py | from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.hackernews import HackerNewsTools
agent = Agent(
model=Claude(id="claude-sonnet-4-5"),
tools=[HackerNewsTools()],
markdown=True,
)
agent.print_response("Write a report on trending startups and products.", stream=True)
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/apify_tools.py | cookbook/14_tools/apify_tools.py | from agno.agent import Agent
from agno.tools.apify import ApifyTools
# Apify Tools Demonstration Script
"""
This script showcases the power of web scraping and data extraction using Apify's Actors (serverless tools).
The Apify ecosystem has 4000+ pre-built Actors for almost any web data extraction need!
---
Configur... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/gmail_tools.py | cookbook/14_tools/gmail_tools.py | """
Gmail Agent that can read, draft and send emails using the Gmail.
"""
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.gmail import GmailTools
from pydantic import BaseModel, Field
class FindEmailOutput(BaseModel):
message_id: str = Field(..., description="The message id... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/discord_tools.py | cookbook/14_tools/discord_tools.py | import os
from agno.agent import Agent
from agno.tools.discord import DiscordTools
# Get Discord token from environment
discord_token = os.getenv("DISCORD_BOT_TOKEN")
if not discord_token:
raise ValueError("DISCORD_BOT_TOKEN not set")
# Example 1: Enable all Discord functions
discord_agent_all = Agent(
name=... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/python_function.py | cookbook/14_tools/python_function.py | import json
import httpx
from agno.agent import Agent
def get_top_hackernews_stories(num_stories: int = 10) -> str:
"""Use this function to get top stories from Hacker News.
Args:
num_stories (int): Number of stories to return. Defaults to 10.
Returns:
str: JSON string of top stories.
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/web_tools.py | cookbook/14_tools/web_tools.py | from agno.agent import Agent
from agno.tools.webtools import WebTools
agent = Agent(tools=[WebTools()])
agent.print_response("Tell me about https://tinyurl.com/57bmajz4")
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/serpapi_tools.py | cookbook/14_tools/serpapi_tools.py | from agno.agent import Agent
from agno.tools.serpapi import SerpApiTools
# Example 1: Enable specific SerpAPI functions
agent = Agent(
tools=[SerpApiTools(enable_search_google=True, enable_search_youtube=False)]
)
# Example 2: Enable all SerpAPI functions
agent_all = Agent(tools=[SerpApiTools(all=True)])
# Examp... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/confluence_tools.py | cookbook/14_tools/confluence_tools.py | from agno.agent import Agent
from agno.tools.confluence import ConfluenceTools
agent = Agent(
name="Confluence agent",
tools=[ConfluenceTools()],
markdown=True,
)
## getting space details
agent.print_response("How many spaces are there and what are their names?")
## getting page_content
agent.print_respo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/tool_calls_accesing_agent.py | cookbook/14_tools/tool_calls_accesing_agent.py | import json
import httpx
from agno.agent import Agent
def get_top_hackernews_stories(agent: Agent) -> str:
num_stories = agent.dependencies.get("num_stories", 5) if agent.dependencies else 5
# Fetch top story IDs
response = httpx.get("https://hacker-news.firebaseio.com/v0/topstories.json")
story_ids... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/trello_tools.py | cookbook/14_tools/trello_tools.py | """
Setting Up Authentication for Trello Tools
Step 1: Get Your API Key
1. Visit the Trello Power-Ups Administration Page https://trello.com/power-ups/admin
2. (Optional) Create a Workspace
3. Create a Power Up (this is required. Its like a "App" connector)
- If you don't already have a power-ups, create one by clic... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/zep_async_tools.py | cookbook/14_tools/zep_async_tools.py | """
This example demonstrates how to use the ZepAsyncTools class to interact with memories stored in Zep.
To get started, please export your Zep API key as an environment variable. You can get your Zep API key from https://app.getzep.com/
export ZEP_API_KEY=<your-zep-api-key>
"""
import asyncio
import time
from agn... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/elevenlabs_tools.py | cookbook/14_tools/elevenlabs_tools.py | """
pip install elevenlabs
"""
import base64
from textwrap import dedent
from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools.eleven_labs import ElevenLabsTools
from agno.utils.media import save_base64_data
audio_agent = Agent(
model=Gemini(id="gemini-2.5-pro"),
tools=[
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/14_tools/zep_tools.py | cookbook/14_tools/zep_tools.py | """
This example demonstrates how to use the ZepTools class to interact with memories stored in Zep.
To get started, please export your Zep API key as an environment variable. You can get your Zep API key from https://app.getzep.com/
export ZEP_API_KEY=<your-zep-api-key>
"""
import time
from agno.agent import Agent... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
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