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/06_agent_os/interfaces/a2a/reasoning_agent.py | cookbook/06_agent_os/interfaces/a2a/reasoning_agent.py | from agno.agent.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
reasoning_agent = Agent(
name="reasoning-agent",
id="reasoning_agent",
model=OpenAIChat(id="o4-mini"),
description="An advanced AI assistant with de... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/interfaces/a2a/basic.py | cookbook/06_agent_os/interfaces/a2a/basic.py | from agno.agent.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
chat_agent = Agent(
name="basic-agent",
model=OpenAIChat(id="gpt-4o"),
id="basic_agent",
description="A helpful and responsive AI assistant that provides thoughtful answers and assistance with a wid... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/interfaces/a2a/__init__.py | cookbook/06_agent_os/interfaces/a2a/__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/06_agent_os/interfaces/a2a/structured_output.py | cookbook/06_agent_os/interfaces/a2a/structured_output.py | from typing import List
from agno.agent.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from pydantic import BaseModel, Field
class MovieScript(BaseModel):
setting: str = Field(
..., description="Provide a nice setting for a blockbuster movie."
)
ending: 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/06_agent_os/interfaces/a2a/agent_with_tools.py | cookbook/06_agent_os/interfaces/a2a/agent_with_tools.py | from agno.agent.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
agent = Agent(
name="Agent with Tools",
id="tools_agent",
model=OpenAIChat(id="gpt-4o"),
tools=[DuckDuckGoTools()],
description="A versatile AI ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/interfaces/a2a/multi_agent_a2a/trip_planning_a2a_client.py | cookbook/06_agent_os/interfaces/a2a/multi_agent_a2a/trip_planning_a2a_client.py | import uuid
import requests
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
# --- 1. A2A Helper Function (The Protocol) ---
def _send_a2a_message(url: str, text: str) -> str:
"""
Internal helper to send a message using your A2A JSON-RPC format.
"""
p... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/interfaces/a2a/multi_agent_a2a/weather_agent.py | cookbook/06_agent_os/interfaces/a2a/multi_agent_a2a/weather_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.tools.openweather import OpenWeatherTools
weather_agent = Agent(
id="weather-reporter-agent",
name="Weather Reporter Agent",
description="An agent that provides up-to-da... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/interfaces/a2a/multi_agent_a2a/airbnb_agent.py | cookbook/06_agent_os/interfaces/a2a/multi_agent_a2a/airbnb_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.tools.mcp import MCPTools
airbnb_agent = Agent(
id="airbnb-search-agent",
name="Airbnb Search Agent",
description="A specialized agent for finding and detailing Airbnb l... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/customize/custom_health_endpoint.py | cookbook/06_agent_os/customize/custom_health_endpoint.py | """
Example AgentOS app with a custom health endpoint.
This example demonstrates how to add a custom health endpoint to your AgentOS app.
"""
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.anthropic import Claude
from agno.os import AgentOS
from agno.os.routers.health import get... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/customize/custom_lifespan.py | cookbook/06_agent_os/customize/custom_lifespan.py | """
Example AgentOS app where the agent has a custom lifespan.
"""
from contextlib import asynccontextmanager
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.anthropic import Claude
from agno.os import AgentOS
from agno.utils.log import log_info
# Setup the database
db = Postgre... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/customize/custom_fastapi_app.py | cookbook/06_agent_os/customize/custom_fastapi_app.py | """
Example AgentOS app with a custom FastAPI app with basic routes.
You can also run this using the FastAPI cli (pip install fastapi["standard"]):
```
fastapi run custom_fastapi_app.py
```
"""
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.anthropic import Claude
from agno.os i... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/customize/override_routes.py | cookbook/06_agent_os/customize/override_routes.py | """
Example AgentOS app with a custom FastAPI app with conflicting routes.
This example demonstrates the `on_route_conflict="preserve_base_app"` functionality which allows your
custom routes to take precedence over conflicting AgentOS routes.
When `on_route_conflict="preserve_base_app"`:
- Your custom routes (/, /hea... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/customize/__init__.py | cookbook/06_agent_os/customize/__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/06_agent_os/rbac/__init__.py | cookbook/06_agent_os/rbac/__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/06_agent_os/rbac/symmetric/with_cookie.py | cookbook/06_agent_os/rbac/symmetric/with_cookie.py | """
Basic RBAC Example with AgentOS
This example demonstrates how to enable RBAC (Role-Based Access Control)
with JWT token authentication in AgentOS using middleware with cookie-based tokens.
Prerequisites:
- Set JWT_VERIFICATION_KEY environment variable or pass it to middleware
- Endpoints are automatically protect... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/rbac/symmetric/advanced_scopes.py | cookbook/06_agent_os/rbac/symmetric/advanced_scopes.py | """
Advanced RBAC Example with AgentOS - Simplified Scopes with Audience Verification
This example demonstrates the AgentOS RBAC system with simplified scope format:
Scope Format:
1. Global resource scopes: resource:action
2. Per-resource scopes: resource:<resource-id>:action
3. Wildcard support: resource:*:action
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/06_agent_os/rbac/symmetric/custom_scope_mappings.py | cookbook/06_agent_os/rbac/symmetric/custom_scope_mappings.py | """
Custom Scope Mappings Example
This example demonstrates how to define custom scope mappings for your AgentOS endpoints.
You can specify exactly which scopes are required for each endpoint.
Pre-requisites:
- Set JWT_VERIFICATION_KEY environment variable or pass it to middleware
- Endpoints are automatically protec... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/rbac/symmetric/basic.py | cookbook/06_agent_os/rbac/symmetric/basic.py | """
Basic RBAC Example with AgentOS
This example demonstrates how to enable RBAC (Role-Based Access Control)
with JWT token authentication in AgentOS using middleware.
Prerequisites:
- Set JWT_VERIFICATION_KEY environment variable or pass it to middleware
- Endpoints are automatically protected with default scope map... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/rbac/symmetric/agent_permissions.py | cookbook/06_agent_os/rbac/symmetric/agent_permissions.py | """
Per-Agent Permissions Example with AgentOS
This example demonstrates how to define per-agent permission scopes
to control which users can run which specific agents.
Prerequisites:
- Set JWT_VERIFICATION_KEY environment variable or pass it to middleware
- Endpoints are automatically protected with default scope ma... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/rbac/asymmetric/custom_scope_mappings.py | cookbook/06_agent_os/rbac/asymmetric/custom_scope_mappings.py | """
Custom Scope Mappings Example
This example demonstrates how to define custom scope mappings for your AgentOS endpoints.
You can specify exactly which scopes are required for each endpoint.
RS256 uses:
- Private key: Used by your auth server to SIGN tokens
- Public key: Used by AgentOS to VERIFY token signatures
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/rbac/asymmetric/basic.py | cookbook/06_agent_os/rbac/asymmetric/basic.py | """
Basic RBAC Example with AgentOS (Asymmetric Keys)
This example demonstrates how to enable RBAC (Role-Based Access Control)
with JWT token authentication using RS256 asymmetric keys.
RS256 uses:
- Private key: Used by your auth server to SIGN tokens
- Public key: Used by AgentOS to VERIFY token signatures
Prerequ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/01_basic_client.py | cookbook/06_agent_os/client/01_basic_client.py | """
Basic AgentOSClient Example
This example demonstrates how to use AgentOSClient to connect to
a remote AgentOS instance and perform basic operations.
Prerequisites:
1. Start an AgentOS server:
python -c "
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.os import AgentOS... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/02_run_agents.py | cookbook/06_agent_os/client/02_run_agents.py | """
Running Agents with AgentOSClient
This example demonstrates how to execute agent runs using
AgentOSClient, including both streaming and non-streaming responses.
Prerequisites:
1. Start an AgentOS server with an agent
2. Run this script: python 02_run_agents.py
"""
import asyncio
from agno.client import AgentOSC... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/06_run_teams.py | cookbook/06_agent_os/client/06_run_teams.py | """
Running Teams with AgentOSClient
This example demonstrates how to execute team runs using
AgentOSClient, including both streaming and non-streaming responses.
Prerequisites:
1. Start an AgentOS server with a team configured
2. Run this script: python 06_run_teams.py
"""
import asyncio
from agno.client import 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/06_agent_os/client/08_run_evals.py | cookbook/06_agent_os/client/08_run_evals.py | """
Running Evaluations with AgentOSClient
This example demonstrates how to run and manage evaluations
using AgentOSClient.
Prerequisites:
1. Start an AgentOS server with agents
2. Run this script: python 08_run_evals.py
"""
import asyncio
from agno.client import AgentOSClient
from agno.db.schemas.evals import Eval... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/09_upload_content.py | cookbook/06_agent_os/client/09_upload_content.py | """
Uploading Content to Knowledge Base with AgentOSClient
This example demonstrates how to upload documents and content
to the knowledge base using AgentOSClient.
Prerequisites:
1. Start an AgentOS server with knowledge base configured
2. Run this script: python 09_upload_content.py
"""
import asyncio
from agno.cl... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/07_run_workflows.py | cookbook/06_agent_os/client/07_run_workflows.py | """
Running Workflows with AgentOSClient
This example demonstrates how to execute workflow runs using
AgentOSClient, including both streaming and non-streaming responses.
Prerequisites:
1. Start an AgentOS server with a workflow configured
2. Run this script: python 07_run_workflows.py
"""
import asyncio
from 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/06_agent_os/client/05_knowledge_search.py | cookbook/06_agent_os/client/05_knowledge_search.py | """
Knowledge Search with AgentOSClient
This example demonstrates how to search the knowledge base
using AgentOSClient.
Prerequisites:
1. Start an AgentOS server with knowledge base configured
2. Upload some content to the knowledge base
3. Run this script: python 05_knowledge_search.py
"""
import asyncio
from 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/06_agent_os/client/__init__.py | cookbook/06_agent_os/client/__init__.py | """AgentOSClient cookbook examples."""
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/04_session_management.py | cookbook/06_agent_os/client/04_session_management.py | """
Session Management with AgentOSClient
This example demonstrates how to manage sessions using AgentOSClient.
Prerequisites:
1. Start an AgentOS server with an agent
2. Run this script: python 04_session_management.py
"""
import asyncio
from agno.client import AgentOSClient
async def main():
client = AgentO... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/client/server.py | cookbook/06_agent_os/client/server.py | """
AgentOS Server for Cookbook Client Examples
"""
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.team.team 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/06_agent_os/client/03_memory_operations.py | cookbook/06_agent_os/client/03_memory_operations.py | """
Memory Operations with AgentOSClient
This example demonstrates how to manage user memories using
AgentOSClient.
Prerequisites:
1. Start an AgentOS server with an agent that has enable_user_memories=True
2. Run this script: python 03_memory_operations.py
"""
import asyncio
from agno.client import AgentOSClient
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_parallel_and_custom_function_step_stream.py | cookbook/06_agent_os/workflow/workflow_with_parallel_and_custom_function_step_stream.py | from typing import AsyncIterator, Union
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.run.workflow import WorkflowRunOutputEvent
from agno.tools.duckduckgo import DuckDuckGoTools
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_router.py | cookbook/06_agent_os/workflow/workflow_with_router.py | from typing import List
from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
# Import the workflows
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.router import Router
from agno.workflow.step import 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/06_agent_os/workflow/basic_workflow.py | cookbook/06_agent_os/workflow/basic_workflow.py | from agno.agent.agent import Agent
# Import the workflows
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
from agno.os import AgentOS
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step import Step
from agno.workflow.workflow import Workflow
# Define agents
hac... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_history.py | cookbook/06_agent_os/workflow/workflow_with_history.py | from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.workflow.step import Step, StepInput, StepOutput
from agno.workflow.workflow import Workflow
# Define specialized agents for meal planning conversation
meal_suggester = 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/06_agent_os/workflow/workflow_with_loop.py | cookbook/06_agent_os/workflow/workflow_with_loop.py | from typing import List
from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
# Import the workflows
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.loop i... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/customer_research_workflow_parallel.py | cookbook/06_agent_os/workflow/customer_research_workflow_parallel.py | import json
from datetime import datetime
from typing import AsyncIterator, List, Union
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.run import RunContext
from agno.run.workflow ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_custom_function_updating_session_state.py | cookbook/06_agent_os/workflow/workflow_with_custom_function_updating_session_state.py | from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.run import RunContext
from agno.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step 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/06_agent_os/workflow/workflow_with_conditional.py | cookbook/06_agent_os/workflow/workflow_with_conditional.py | from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
# Import the workflows
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.workflow.condition import Condition
from agno.workflow.step import Step
from agno.workflow.types import StepInput
from agno.workflow.work... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_parallel.py | cookbook/06_agent_os/workflow/workflow_with_parallel.py | from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
# Import the workflows
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.parallel import Parallel
from agno.workflow.step import Step
from agno.workflo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_custom_function_stream.py | cookbook/06_agent_os/workflow/workflow_with_custom_function_stream.py | from typing import AsyncIterator, Union
from agno.agent.agent import Agent
from agno.db.in_memory import InMemoryDb
# Import the workflows
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
from agno.os import AgentOS
from agno.team import Team
from agno.tools.duckduckgo import DuckDuc... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_nested_steps.py | cookbook/06_agent_os/workflow/workflow_with_nested_steps.py | from typing import List
from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
# Import the workflows
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.loop import Loop
from agno.workflow.router 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/06_agent_os/workflow/__init__.py | cookbook/06_agent_os/workflow/__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/06_agent_os/workflow/basic_chat_workflow_agent.py | cookbook/06_agent_os/workflow/basic_chat_workflow_agent.py | """Example demonstrating how to add a Workflow using a WorkflowAgent to your AgentOS"""
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.workflow import WorkflowAgent
from agno.workflow.condition import Condition
from 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/06_agent_os/workflow/basic_workflow_team.py | cookbook/06_agent_os/workflow/basic_workflow_team.py | from agno.agent.agent import Agent
# Import the workflows
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
from agno.os import AgentOS
from agno.team.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_custom_function.py | cookbook/06_agent_os/workflow/workflow_with_custom_function.py | from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step import Step, StepInput, StepOu... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_input_schema.py | cookbook/06_agent_os/workflow/workflow_with_input_schema.py | from typing import List
from agno.agent.agent import Agent
# Import the workflows
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
from agno.os import AgentOS
from agno.team.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNew... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/06_agent_os/workflow/workflow_with_steps.py | cookbook/06_agent_os/workflow/workflow_with_steps.py | from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
# Import the workflows
from agno.os import AgentOS
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.workflow.step import Step
from agno.workflow.steps import Steps
from agno.workflow.workflo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/__init__.py | cookbook/04_teams/__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/04_teams/team_with_local_agentic_rag.py | cookbook/04_teams/team_with_local_agentic_rag.py | """
pip install agno
pip install fastembed, qdrant-client
pip install ollama [ollama pull qwen2.5:7b]
pip install pypdf
"""
from agno.agent import Agent
from agno.embedder.fastembed import FastEmbedEmbedder
from agno.knowledge.pdf_url import PDFUrlKnowledgeBase
from agno.models.ollama import Ollama
from agno.team 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/04_teams/async_flows/01_async_coordination_team.py | cookbook/04_teams/async_flows/01_async_coordination_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/teams/async/modes/02_async_coordinate.py` to run the agent
This example demonstrates a coordinated team of AI agents working together asynchronously to research topics across different platforms.... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/async_flows/__init__.py | cookbook/04_teams/async_flows/__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/04_teams/async_flows/03_async_respond_directly.py | cookbook/04_teams/async_flows/03_async_respond_directly.py | """
This example demonstrates a team of AI agents working together asynchronously to answer questions in different languages.
The team consists of six specialized agents:
1. English Agent - Can only answer in English
2. Japanese Agent - Can only answer in Japanese
3. Chinese Agent - Can only answer in Chinese
4. Spani... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/async_flows/02_async_delegate_to_all_members.py | cookbook/04_teams/async_flows/02_async_delegate_to_all_members.py | """
This example demonstrates a collaborative team of AI agents working together to research topics across different platforms.
The team consists of two specialized agents:
1. Reddit Researcher - Uses DuckDuckGo to find and analyze relevant Reddit posts
2. HackerNews Researcher - Uses HackerNews API to find and analyz... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/async_flows/04_concurrent_member_agents.py | cookbook/04_teams/async_flows/04_concurrent_member_agents.py | """
This example shows how a team will delegate to member agents concurrently.
You should see both member agents starting at the same time, but finishing at different times. And you'll see the member events streaming concurrently.
"""
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.te... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/state/share_member_interactions.py | cookbook/04_teams/state/share_member_interactions.py | from agno.agent.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.team.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
db = SqliteDb(db_file="tmp/agents.db")
web_research_agent = Agent(
name="Web Research 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/04_teams/state/agentic_session_state.py | cookbook/04_teams/state/agentic_session_state.py | from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.team.team import Team
db = SqliteDb(db_file="tmp/agents.db")
shopping_agent = Agent(
name="Shopping List Agent",
role="Manage the shopping list",
model=OpenAIChat(id="o3-mini"),
db=db,
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/state/pass_state_to_members.py | cookbook/04_teams/state/pass_state_to_members.py | from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.models.openai import OpenAIChat
from agno.team.team import Team
agent = Agent(
role="User Advisor",
description="You answer questions related to the user.",
model=OpenAIChat(id="gpt-4o-mini"),
instructions="User's name is {... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/state/team_with_nested_shared_state.py | cookbook/04_teams/state/team_with_nested_shared_state.py | """
This example demonstrates the nested Team functionality in a hierarchical team structure.
Each team and agent has a clearly defined role that guides their behavior and specialization:
Team Hierarchy & Roles:
├── Shopping List Team (Orchestrator)
│ Role: "Orchestrate comprehensive shopping list management and mea... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/state/session_state_in_instructions.py | cookbook/04_teams/state/session_state_in_instructions.py | from agno.team.team import Team
team = Team(
members=[],
# Initialize the session state with a variable
session_state={"user_name": "John"},
instructions="Users name is {user_name}",
markdown=True,
)
team.print_response("What is my name?", 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/04_teams/state/__init__.py | cookbook/04_teams/state/__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/04_teams/state/change_state_on_run.py | cookbook/04_teams/state/change_state_on_run.py | from agno.db.in_memory import InMemoryDb
from agno.models.openai import OpenAIChat
from agno.team.team import Team
team = Team(
db=InMemoryDb(),
model=OpenAIChat(id="gpt-4o-mini"),
members=[],
instructions="Users name is {user_name} and age is {age}",
)
# Sets the session state for the session with th... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/state/overwrite_stored_session_state.py | cookbook/04_teams/state/overwrite_stored_session_state.py | """This example demonstrates how to overwrite the stored session_state with the session_state provided in the run."""
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.team.team import Team
# Create an Team that maintains state
team = Team(
model=OpenAIChat(id="gpt-4o-mini"),... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/tools/03_async_team_with_tools.py | cookbook/04_teams/tools/03_async_team_with_tools.py | """
This example demonstrates how to create an async team with various tools for information gathering.
The team uses multiple agents with different tools (Wikipedia, DuckDuckGo, AgentQL) to
gather comprehensive information about a company asynchronously.
"""
import asyncio
from uuid import uuid4
from agno.agent.age... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/tools/02_team_with_tool_hooks.py | cookbook/04_teams/tools/02_team_with_tool_hooks.py | """
This example demonstrates how to use tool hooks with teams and agents.
Tool hooks allow you to intercept and monitor tool function calls, providing
logging, timing, and other observability features.
"""
import time
from typing import Any, Callable, Dict
from uuid import uuid4
from agno.agent.agent import Agent
f... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/tools/01_team_with_custom_tools.py | cookbook/04_teams/tools/01_team_with_custom_tools.py | """
This example demonstrates how to create a team with custom tools.
The team uses custom tools alongside agent tools to answer questions from a knowledge base
and fall back to web search when needed.
"""
from agno.agent import Agent
from agno.team.team import Team
from agno.tools import tool
from agno.tools.duckduc... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/tools/__init__.py | cookbook/04_teams/tools/__init__.py | """
Tools-related team examples.
"""
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/tools/04_tool_hooks_for_members.py | cookbook/04_teams/tools/04_tool_hooks_for_members.py | """
This example demonstrates how to use tool hooks with teams and agents.
Tool hooks allow you to intercept and monitor tool function calls, providing
logging, timing, and other observability features.
"""
from typing import Any, Callable, Dict
from agno.agent.agent import Agent
from agno.models.anthropic.claude 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/04_teams/streaming/02_events.py | cookbook/04_teams/streaming/02_events.py | import asyncio
from uuid import uuid4
from agno.agent import RunEvent
from agno.agent.agent import Agent
from agno.models.anthropic.claude import Claude
# from agno.models.mistral.mistral import MistralChat
from agno.models.openai.chat import OpenAIChat
from agno.team import Team, TeamRunEvent
from agno.tools.duckduc... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/streaming/01_team_streaming.py | cookbook/04_teams/streaming/01_team_streaming.py | """
This example demonstrates streaming responses from a team.
The team uses specialized agents with financial tools to provide real-time
stock information with streaming output.
"""
from typing import Iterator # noqa
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.team.team import 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/04_teams/streaming/03_async_team_streaming.py | cookbook/04_teams/streaming/03_async_team_streaming.py | """
This example demonstrates asynchronous streaming responses from a team.
The team uses specialized agents with financial tools to provide real-time
stock information with async streaming output.
"""
import asyncio
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.team.team import Te... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/streaming/04_async_team_events.py | cookbook/04_teams/streaming/04_async_team_events.py | """
This example demonstrates how to handle and monitor team events asynchronously.
Shows how to capture and respond to various events during async team execution,
including tool calls, run states, and content generation events.
"""
import asyncio
from uuid import uuid4
from agno.agent import RunEvent
from agno.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/04_teams/streaming/__init__.py | cookbook/04_teams/streaming/__init__.py | """
Streaming-related team examples.
"""
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/knowledge/02_team_with_knowledge_filters.py | cookbook/04_teams/knowledge/02_team_with_knowledge_filters.py | """
This example demonstrates how to use knowledge filters with teams.
Knowledge filters allow you to restrict knowledge searches to specific documents
or metadata criteria, enabling personalized and contextual responses.
"""
from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
from agno.knowle... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/knowledge/04_team_with_custom_retriever_dependencies.py | cookbook/04_teams/knowledge/04_team_with_custom_retriever_dependencies.py | """
Example demonstrating Team with custom knowledge retriever and dependencies.
This cookbook shows how to:
1. Use a custom knowledge retriever with a Team
2. Pass dependencies to team.run()
3. Access dependencies in the custom retriever function
This demonstrates the fix for issue #5594 - custom retrievers can now ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/knowledge/__init__.py | cookbook/04_teams/knowledge/__init__.py | """
Knowledge-related team examples.
"""
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/knowledge/03_team_with_agentic_knowledge_filters.py | cookbook/04_teams/knowledge/03_team_with_agentic_knowledge_filters.py | """
This example demonstrates how to use agentic knowledge filters with teams.
Agentic knowledge filters allow the AI to dynamically determine which documents
to search based on the query context, rather than using predefined filters.
"""
from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
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/04_teams/knowledge/01_team_with_knowledge.py | cookbook/04_teams/knowledge/01_team_with_knowledge.py | """
This example demonstrates how to create a team with knowledge base integration.
The team has access to a knowledge base with Agno documentation and can combine
this knowledge with web search capabilities.
"""
from pathlib import Path
from agno.agent import Agent
from agno.knowledge.embedder.openai import OpenAIE... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/hooks/output_stream_hook_send_notification.py | cookbook/04_teams/hooks/output_stream_hook_send_notification.py | """
Example demonstrating sending a notification to the user after a team generates a response.
It uses a post-hook which executes right after the response is processed.
"""
import asyncio
from typing import Any, Dict
from agno.models.openai import OpenAIChat
from agno.run.team import TeamRunOutput
from agno.team 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/04_teams/hooks/output_transformation_post_hook.py | cookbook/04_teams/hooks/output_transformation_post_hook.py | """
Example demonstrating output transformation using post-hooks with Agno Teams.
This example shows how to:
1. Transform team responses by updating TeamRunOutput.content
2. Add team-specific formatting, coordination summaries, and structure
3. Enhance collaboration visibility and response organization
4. Aggregate 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/04_teams/hooks/input_transformation_pre_hook.py | cookbook/04_teams/hooks/input_transformation_pre_hook.py | """
Example demonstrating how to use pre_hook and post_hook with Agno Teams.
This example shows how to:
1. Pre-hook: Comprehensive input transformation using an AI agent
2. Transform input to be more relevant to the team's collective purpose
3. Leverage team context for better input preparation
"""
from typing 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/04_teams/hooks/input_validation_pre_hook.py | cookbook/04_teams/hooks/input_validation_pre_hook.py | """
Example demonstrating how to use pre_hook for comprehensive input validation with Agno Teams.
This example shows how to validate inputs specifically for team-based scenarios:
1. Validate input is appropriate for team collaboration
2. Check if the request can benefit from multiple perspectives
3. Ensure sufficient ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/hooks/__init__.py | cookbook/04_teams/hooks/__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/04_teams/hooks/output_validation_post_hook.py | cookbook/04_teams/hooks/output_validation_post_hook.py | """
Example demonstrating output validation using post-hooks with Agno Teams.
This example shows how to:
1. Validate team responses for quality, coordination, and completeness
2. Ensure team outputs meet collaboration standards
3. Check for consistency between team member contributions
4. Raise OutputCheckError when 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/04_teams/metrics/01_team_metrics.py | cookbook/04_teams/metrics/01_team_metrics.py | """
This example demonstrates how to access and analyze team metrics.
Shows how to retrieve detailed metrics for team execution, including
message-level metrics, session metrics, and member-specific metrics.
Prerequisites:
1. Run: cookbook/run_pgvector.sh (to start PostgreSQL)
2. Ensure PostgreSQL is running on local... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/metrics/__init__.py | cookbook/04_teams/metrics/__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/04_teams/memory/02_team_with_agentic_memory.py | cookbook/04_teams/memory/02_team_with_agentic_memory.py | """
This example shows you how to use persistent memory with an Agent.
During each run the Agent can create/update/delete user memories.
To enable this, set `enable_agentic_memory=True` in the Agent config.
"""
from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
from agno.memory import MemoryM... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/memory/01_team_with_memory_manager.py | cookbook/04_teams/memory/01_team_with_memory_manager.py | """
This example shows you how to use persistent memory with an Agent.
After each run, user memories are created/updated.
To enable this, set `enable_user_memories=True` in the Agent config.
"""
from uuid import uuid4
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.memory import Memor... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/memory/__init__.py | cookbook/04_teams/memory/__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/04_teams/guardrails/prompt_injection.py | cookbook/04_teams/guardrails/prompt_injection.py | """
Example demonstrating how to use checks with Agno Team to implement guardrails.
This example shows how to:
1. An input validation check that checks for prompt injection
"""
from agno.exceptions import InputCheckError
from agno.guardrails import PromptInjectionGuardrail
from agno.models.openai import OpenAIChat
fr... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/guardrails/__init__.py | cookbook/04_teams/guardrails/__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/04_teams/guardrails/openai_moderation.py | cookbook/04_teams/guardrails/openai_moderation.py | """
Example demonstrating how to use OpenAI moderation guardrails with Agno Team.
This example shows how to:
1. Detect and block content that violates OpenAI's content policy
2. Handle both text and image content moderation
3. Configure moderation for specific categories
4. Use both sync and async moderation checks
5.... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/guardrails/pii_detection.py | cookbook/04_teams/guardrails/pii_detection.py | """
Example demonstrating how to use PII detection guardrails with Agno Team.
This example shows how to:
1. Detect and block personally identifiable information (PII) in input
2. Protect sensitive data like SSNs, credit cards, emails, and phone numbers
3. Handle different types of PII violations with appropriate error... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/dependencies/access_dependencies_in_tool.py | cookbook/04_teams/dependencies/access_dependencies_in_tool.py | """
Example showing how team tools can access dependencies passed to the team.
This demonstrates:
1. Passing dependencies to team.run()
2. A team tool that receives resolved dependencies
3. Team members working together with shared data sources
"""
from datetime import datetime
from typing import Any, Dict, Optional
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/dependencies/add_dependencies_to_context.py | cookbook/04_teams/dependencies/add_dependencies_to_context.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.team import Team
def get_user_profile(user_id: str = "john_doe") -> dict:
"""Get user profile information that can be referenced in responses."""
profiles = {
"john_doe": {
"name": "John Doe",
"pre... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/dependencies/add_dependencies_on_run.py | cookbook/04_teams/dependencies/add_dependencies_on_run.py | from agno.models.openai import OpenAIChat
from agno.team import Team
def get_user_profile(user_id: str = "john_doe") -> dict:
"""Get user profile information that can be referenced in responses."""
profiles = {
"john_doe": {
"name": "John Doe",
"preferences": {
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/dependencies/reference_dependencies.py | cookbook/04_teams/dependencies/reference_dependencies.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.team import Team
def get_user_profile(user_id: str = "john_doe") -> dict:
"""Get user profile information that can be referenced in responses."""
profiles = {
"john_doe": {
"name": "John Doe",
"pre... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/dependencies/add_dependencies_to_member_context.py | cookbook/04_teams/dependencies/add_dependencies_to_member_context.py | from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.team import Team
def get_user_profile(user_id: str = "john_doe") -> dict:
"""Get user profile information that can be referenced in responses."""
profiles = {
"john_doe": {
"name": "John Doe",
"pre... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/04_teams/dependencies/__init__.py | cookbook/04_teams/dependencies/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
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