repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
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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/12_evals/agent_as_judge/agent_as_judge_custom_evaluator.py | cookbook/12_evals/agent_as_judge/agent_as_judge_custom_evaluator.py | """Using a custom evaluator agent instead of the default judge."""
from agno.agent import Agent
from agno.eval.agent_as_judge import AgentAsJudgeEval
from agno.models.openai import OpenAIChat
agent = Agent(
model=OpenAIChat(id="gpt-4o"),
instructions="Explain technical concepts simply.",
)
response = agent.r... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/12_evals/agent_as_judge/__init__.py | cookbook/12_evals/agent_as_judge/__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/12_evals/agent_as_judge/agent_as_judge_post_hook_async.py | cookbook/12_evals/agent_as_judge/agent_as_judge_post_hook_async.py | """Async AgentAsJudgeEval as post-hook example."""
import asyncio
from agno.agent import Agent
from agno.db.sqlite import AsyncSqliteDb
from agno.eval.agent_as_judge import AgentAsJudgeEval
from agno.models.openai import OpenAIChat
async def main():
# Setup database to persist eval results
db = AsyncSqliteD... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/12_evals/agent_as_judge/agent_as_judge_basic.py | cookbook/12_evals/agent_as_judge/agent_as_judge_basic.py | """Basic AgentAsJudgeEval usage with numeric scoring (1-10) and on_fail callback."""
from agno.agent import Agent
from agno.db.postgres.postgres import PostgresDb
from agno.eval.agent_as_judge import AgentAsJudgeEval, AgentAsJudgeEvaluation
from agno.models.openai import OpenAIChat
def on_evaluation_failure(evaluati... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/12_evals/agent_as_judge/agent_as_judge_binary.py | cookbook/12_evals/agent_as_judge/agent_as_judge_binary.py | """Binary scoring mode example - PASS/FAIL evaluation."""
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.eval.agent_as_judge import AgentAsJudgeEval
from agno.models.openai import OpenAIChat
# Setup database to persist eval results
db = SqliteDb(db_file="tmp/agent_as_judge_binary.db")
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/12_evals/agent_as_judge/agent_as_judge_batch.py | cookbook/12_evals/agent_as_judge/agent_as_judge_batch.py | """Batch evaluation example - evaluate multiple cases at once."""
from agno.db.sqlite import SqliteDb
from agno.eval.agent_as_judge import AgentAsJudgeEval
# Setup database to persist eval results
db = SqliteDb(db_file="tmp/agent_as_judge_batch.db")
evaluation = AgentAsJudgeEval(
name="Customer Service Quality",... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/run.py | cookbook/01_demo/run.py | """Minimal demo of the AgentOS."""
from pathlib import Path
from agents.agno_knowledge_agent import agno_knowledge_agent
from agents.agno_mcp_agent import agno_mcp_agent
from agents.deep_knowledge_agent import deep_knowledge_agent
from agents.finance_agent import finance_agent
from agents.memory_manager import memory... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/db.py | cookbook/01_demo/db.py | # ============================================================================
# Configure database for storing sessions, memories, metrics, evals and knowledge
# ============================================================================
from agno.db.postgres import PostgresDb
# Used for Knowledge VectorDB
db_url = ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/__init__.py | cookbook/01_demo/__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/01_demo/workflows/research_workflow.py | cookbook/01_demo/workflows/research_workflow.py | from textwrap import dedent
from typing import Dict, List, Optional
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.tools.parallel import ParallelTools
from agno.tools.reasoning import R... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/workflows/db.py | cookbook/01_demo/workflows/db.py | # ============================================================================
# Configure database for storing sessions, memories, metrics, evals and knowledge
# ============================================================================
from agno.db.postgres import PostgresDb
# Used for Knowledge VectorDB
db_url = ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/workflows/__init__.py | cookbook/01_demo/workflows/__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/01_demo/teams/db.py | cookbook/01_demo/teams/db.py | # ============================================================================
# Configure database for storing sessions, memories, metrics, evals and knowledge
# ============================================================================
from agno.db.postgres import PostgresDb
# Used for Knowledge VectorDB
db_url = ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/teams/finance_team.py | cookbook/01_demo/teams/finance_team.py | from textwrap import dedent
from agents.finance_agent import finance_agent
from agents.research_agent import research_agent
from agno.models.anthropic import Claude
from agno.team.team import Team
from agno.tools.reasoning import ReasoningTools
from db import demo_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/01_demo/teams/__init__.py | cookbook/01_demo/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/01_demo/agents/finance_agent.py | cookbook/01_demo/agents/finance_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.yfinance import YFinanceTools
from db import demo_db
# ============================================================================
# Description & Instructions
# ========================================... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/db.py | cookbook/01_demo/agents/db.py | # ============================================================================
# Configure database for storing sessions, memories, metrics, evals and knowledge
# ============================================================================
from agno.db.postgres import PostgresDb
# Used for Knowledge VectorDB
db_url = ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/self_learning_agent.py | cookbook/01_demo/agents/self_learning_agent.py | import json
from datetime import datetime, timezone
from typing import Optional
from agno.agent import Agent
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.knowledge.reader.text_reader import TextReader
from agno.models.openai import OpenAIResponses
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/01_demo/agents/agno_mcp_agent.py | cookbook/01_demo/agents/agno_mcp_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.mcp import MCPTools
from db import demo_db
# ============================================================================
# Description & Instructions
# ===================================================... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/youtube_agent.py | cookbook/01_demo/agents/youtube_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.youtube import YouTubeTools
from db import demo_db
# ============================================================================
# Description & Instructions
# ===========================================... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/agno_knowledge_agent.py | cookbook/01_demo/agents/agno_knowledge_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.models.anthropic import Claude
from agno.vectordb.pgvector import PgVector, SearchType
from db import db_url, demo_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/01_demo/agents/memory_manager.py | cookbook/01_demo/agents/memory_manager.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.anthropic import Claude
from db import demo_db
# ============================================================================
# Description & Instructions
# ============================================================================
descriptio... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/deep_knowledge_agent.py | cookbook/01_demo/agents/deep_knowledge_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.models.openai import OpenAIResponses
from agno.tools.reasoning import ReasoningTools
from agno.vectordb.pgvector import PgVector, SearchType
from d... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/research_agent.py | cookbook/01_demo/agents/research_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.parallel import ParallelTools
from db import demo_db
# ============================================================================
# Description & Instructions
# =========================================... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/__init__.py | cookbook/01_demo/agents/__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/01_demo/agents/reasoning_research_agent.py | cookbook/01_demo/agents/reasoning_research_agent.py | from textwrap import dedent
from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.parallel import ParallelTools
from agno.tools.reasoning import ReasoningTools
from db import demo_db
# ============================================================================
# Description & 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/01_demo/agents/self_learning_research_agent.py | cookbook/01_demo/agents/self_learning_research_agent.py | import json
from datetime import datetime, timezone
from typing import Optional
from agno.agent import Agent
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.knowledge.reader.text_reader import TextReader
from agno.models.openai import OpenAIResponses
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/01_demo/agents/sql/sql_agent.py | cookbook/01_demo/agents/sql/sql_agent.py | import json
from typing import Optional
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.knowledge.reader.text_reader import TextReader
from agno.models.anthropic import Claude
from 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/01_demo/agents/sql/load_sql_knowledge.py | cookbook/01_demo/agents/sql/load_sql_knowledge.py | from pathlib import Path
from agno.utils.log import logger
from sql_agent import sql_agent_knowledge
# ============================================================================
# Path to SQL Agent Knowledge
# ============================================================================
cwd = Path(__file__).parent
k... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/01_demo/agents/sql/__init__.py | cookbook/01_demo/agents/sql/__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/01_demo/agents/sql/load_f1_data.py | cookbook/01_demo/agents/sql/load_f1_data.py | from io import StringIO
import pandas as pd
import requests
from agno.utils.log import logger
from sqlalchemy import create_engine
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db_engine = create_engine(db_url)
s3_uri = "https://agno-public.s3.amazonaws.com/f1"
# List of files and their corresponding table... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/03_chat_history.py | cookbook/07_database/03_chat_history.py | from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=db_url, session_table="sessions")
agent = Agent(
model=OpenAIChat(id="gpt-4o-mini"),
db=db,
session_id="chat_... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/02_session_summary.py | cookbook/07_database/02_session_summary.py | from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.session.summary import SessionSummaryManager # noqa: F401
# Set up Postgres database
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=db_url, session_table="sess... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/01_persistent_session_storage.py | cookbook/07_database/01_persistent_session_storage.py | from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.team.team import Team
# Set up Postgres database
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=db_url, session_table="sessions")
agent = Agent(name="test_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/07_database/__init__.py | cookbook/07_database/__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/07_database/postgres/postgres_for_team.py | cookbook/07_database/postgres/postgres_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/storage/postgres_storage/postgres_storage_for_team.py` to run the team
"""
from typing import List
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai 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/07_database/postgres/postgres_for_workflow.py | cookbook/07_database/postgres/postgres_for_workflow.py | from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step import Step
from agno.workflow.workflow import Workflow
d... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/postgres/__init__.py | cookbook/07_database/postgres/__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/07_database/postgres/postgres_for_agent.py | cookbook/07_database/postgres/postgres_for_agent.py | """Use Postgres as the database for an agent.
Run `pip install ddgs sqlalchemy openai` to install dependencies."""
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.tools.duckduckgo import DuckDuckGoTools
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=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/07_database/postgres/async_postgres/async_postgres_for_agent.py | cookbook/07_database/postgres/async_postgres/async_postgres_for_agent.py | """Use Postgres as the database for an agent.
Run `pip install openai ddgs sqlalchemy psycopg` to install dependencies."""
import asyncio
from agno.agent import Agent
from agno.db.postgres import AsyncPostgresDb
from agno.tools.duckduckgo import DuckDuckGoTools
db_url = "postgresql+psycopg_async://ai:ai@localhost: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/07_database/postgres/async_postgres/async_postgres_for_team.py | cookbook/07_database/postgres/async_postgres/async_postgres_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/db/async_postgres/async_postgres_for_team.py` to run the team
"""
import asyncio
from typing import List
from agno.agent import Agent
from agno.db.postgres import AsyncPostgresDb
from agno.model... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/postgres/async_postgres/async_postgres_for_workflow.py | cookbook/07_database/postgres/async_postgres/async_postgres_for_workflow.py | import asyncio
from agno.agent import Agent
from agno.db.postgres import AsyncPostgresDb
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step import Step
from agno.workflow.workfl... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/postgres/async_postgres/__init__.py | cookbook/07_database/postgres/async_postgres/__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/07_database/sqlite/sqlite_for_team.py | cookbook/07_database/sqlite/sqlite_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/storage/sqlite_storage/sqlite_storage_for_team.py` to run the team
"""
from typing import List
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import Ope... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/sqlite/sqlite_for_workflow.py | cookbook/07_database/sqlite/sqlite_for_workflow.py | from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step import Step
from agno.workflow.workflow import Workflow
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/07_database/sqlite/__init__.py | cookbook/07_database/sqlite/__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/07_database/sqlite/sqlite_for_agent.py | cookbook/07_database/sqlite/sqlite_for_agent.py | """Use SQLite as the database for an Agent.
Run `pip install ddgs sqlalchemy openai` to install dependencies.
"""
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.tools.duckduckgo import DuckDuckGoTools
# Setup the SQLite database
db = SqliteDb(db_file="tmp/data.db")
# Setup a basic 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/07_database/sqlite/async_sqlite/async_sqlite_for_workflow.py | cookbook/07_database/sqlite/async_sqlite/async_sqlite_for_workflow.py | """
Run: `pip install openai ddgs sqlalchemy aiosqlite` to install dependencies
Run: `python cookbook/db/async_sqlite/async_sqlite_for_workflow.py` to run the workflow
"""
import asyncio
from agno.agent import Agent
from agno.db.sqlite import AsyncSqliteDb
from agno.models.openai import OpenAIChat
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/07_database/sqlite/async_sqlite/async_sqlite_for_agent.py | cookbook/07_database/sqlite/async_sqlite/async_sqlite_for_agent.py | """Use SQLite as the database for an agent.
Run `pip install openai ddgs sqlalchemy aiosqlite` to install dependencies."""
import asyncio
from agno.agent import Agent
from agno.db.sqlite import AsyncSqliteDb
from agno.tools.duckduckgo import DuckDuckGoTools
# Initialize AsyncSqliteDb
db = AsyncSqliteDb(db_file="tmp... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/sqlite/async_sqlite/async_sqlite_for_team.py | cookbook/07_database/sqlite/async_sqlite/async_sqlite_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno sqlalchemy aiosqlite` to install the dependencies
2. Run: `python cookbook/db/async_sqlite/async_sqlite_for_team.py` to run the team
"""
import asyncio
from typing import List
from agno.agent import Agent
from agno.db.sqlite import AsyncSqliteDb
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/07_database/sqlite/async_sqlite/__init__.py | cookbook/07_database/sqlite/async_sqlite/__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/07_database/json_db/json_for_agent.py | cookbook/07_database/json_db/json_for_agent.py | """
Use JSON files as the database for an Agent.
Useful for simple demos where performance is not critical.
Run `pip install ddgs openai` to install dependencies."""
from agno.agent import Agent
from agno.db.json import JsonDb
from agno.models.openai import OpenAIChat
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/07_database/json_db/__init__.py | cookbook/07_database/json_db/__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/07_database/json_db/json_for_workflows.py | cookbook/07_database/json_db/json_for_workflows.py | """
Use JSON files as the database for a Workflow.
Useful for simple demos where performance is not critical.
Run `pip install ddgs openai` to install dependencies.
"""
from agno.agent import Agent
from agno.db.json import JsonDb
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.duc... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/json_db/json_for_team.py | cookbook/07_database/json_db/json_for_team.py | """
Use JSON files as the database for a Team.
Useful for simple demos where performance is not critical.
Run `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
"""
from typing import List
from agno.agent import Agent
from agno.db.json import JsonDb
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/07_database/redis/redis_for_team.py | cookbook/07_database/redis/redis_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/storage/json_storage/json_storage_for_team.py` to run the team
We can start Redis locally using docker:
1. Start Redis container
docker run --name my-redis -p 6379:6379 -d redis
2. Verify contai... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/redis/redis_for_agent.py | cookbook/07_database/redis/redis_for_agent.py | """
Example showing how to use Redis as the database for an agent.
Run `pip install redis ddgs openai` to install dependencies.
We can start Redis locally using docker:
1. Start Redis container
docker run --name my-redis -p 6379:6379 -d redis
2. Verify container is running
docker ps
"""
from agno.agent import 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/07_database/redis/redis_for_workflow.py | cookbook/07_database/redis/redis_for_workflow.py | from agno.agent import Agent
from agno.db.redis import RedisDb
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.hackernews import HackerNewsTools
from agno.workflow.step import Step
from agno.workflow.workflow import Workflow
# Defin... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/redis/__init__.py | cookbook/07_database/redis/__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/07_database/mysql/mysql_for_team.py | cookbook/07_database/mysql/mysql_for_team.py | """Use MySQL as the database for a team.
Run `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
"""
from typing import List
from agno.agent import Agent
from agno.db.mysql import MySQLDb
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.duckduckg... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/mysql/mysql_for_agent.py | cookbook/07_database/mysql/mysql_for_agent.py | """Use MySQL as the database for an agent.
Run `pip install openai` to install dependencies."""
from agno.agent import Agent
from agno.db.mysql import MySQLDb
db_url = "mysql+pymysql://ai:ai@localhost:3306/ai"
db = MySQLDb(db_url=db_url)
agent = Agent(
db=db,
add_history_to_context=True,
)
agent.print_resp... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/mysql/__init__.py | cookbook/07_database/mysql/__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/07_database/mysql/async_mysql/async_mysql_for_agent.py | cookbook/07_database/mysql/async_mysql/async_mysql_for_agent.py | """Use Async MySQL as the database for an agent.
Run `pip install openai duckduckgo-search sqlalchemy asyncmy agno` to install dependencies.
"""
import asyncio
import uuid
from agno.agent import Agent
from agno.db.base import SessionType
from agno.db.mysql import AsyncMySQLDb
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/07_database/mysql/async_mysql/__init__.py | cookbook/07_database/mysql/async_mysql/__init__.py | # Async MySQL integration 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/07_database/mysql/async_mysql/async_mysql_for_team.py | cookbook/07_database/mysql/async_mysql/async_mysql_for_team.py | """Use Async MySQL as the database for a team.
Run `pip install openai duckduckgo-search newspaper4k lxml_html_clean agno sqlalchemy asyncmy` to install the dependencies
"""
import asyncio
import uuid
from typing import List
from agno.agent import Agent
from agno.db.base import SessionType
from agno.db.mysql import 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/07_database/mysql/async_mysql/async_mysql_for_workflow.py | cookbook/07_database/mysql/async_mysql/async_mysql_for_workflow.py | """Use Async MySQL as the database for a workflow.
Run `pip install openai duckduckgo-search sqlalchemy asyncmy agno` to install dependencies.
"""
import asyncio
import uuid
from typing import List
from agno.agent import Agent
from agno.db.base import SessionType
from agno.db.mysql import AsyncMySQLDb
from agno.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/07_database/gcs/gcs_json_for_agent.py | cookbook/07_database/gcs/gcs_json_for_agent.py | import uuid
import google.auth
from agno.agent import Agent
from agno.db.base import SessionType
from agno.db.gcs_json import GcsJsonDb
from agno.tools.duckduckgo import DuckDuckGoTools
DEBUG_MODE = False
# Obtain the default credentials and project id from your gcloud CLI session.
credentials, project_id = google.au... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/gcs/__init__.py | cookbook/07_database/gcs/__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/07_database/dynamodb/dynamo_for_team.py | cookbook/07_database/dynamodb/dynamo_for_team.py | """Use DynamoDb as the database for a team.
Set the following environment variables to connect to your DynamoDb instance:
- AWS_ACCESS_KEY_ID
- AWS_SECRET_ACCESS_KEY
- AWS_REGION
Or pass those parameters when initializing the DynamoDb instance.
Run `pip install openai ddgs newspaper4k lxml_html_clean agno` to instal... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/dynamodb/dynamo_for_agent.py | cookbook/07_database/dynamodb/dynamo_for_agent.py | """Use DynamoDb as the database for an agent.
Set the following environment variables to connect to your DynamoDb instance:
- AWS_ACCESS_KEY_ID
- AWS_SECRET_ACCESS_KEY
- AWS_REGION
Run `pip install boto3` to install dependencies."""
from agno.agent import Agent
from agno.db import DynamoDb
# Setup the DynamoDB data... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/dynamodb/__init__.py | cookbook/07_database/dynamodb/__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/07_database/in_memory/in_memory_storage_for_team.py | cookbook/07_database/in_memory/in_memory_storage_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/storage/in_memory_storage/in_memory_storage_for_team.py` to run the team
"""
from typing import List
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.models.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/07_database/in_memory/in_memory_storage_for_agent.py | cookbook/07_database/in_memory/in_memory_storage_for_agent.py | """Run `pip install ddgs openai` to install dependencies."""
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
# Setup the in-memory database
db = InMemoryDb()
# Setup the agent and pass the database
agent = Agent(db=db)
# The Agent sessions will now be stored in the in-memory database
agent.pri... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/in_memory/in_memory_storage_for_workflow.py | cookbook/07_database/in_memory/in_memory_storage_for_workflow.py | """
Use JSON files as the database for a Workflow.
Useful for simple demos where performance is not critical.
Run `pip install ddgs openai` to install dependencies.
"""
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.models.openai import OpenAIChat
from agno.team import Team
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/07_database/in_memory/__init__.py | cookbook/07_database/in_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/07_database/mongo/mongodb_for_agent.py | cookbook/07_database/mongo/mongodb_for_agent.py | """Use MongoDb as the database for an agent.
Run `pip install openai pymongo` to install dependencies
Run a local MongoDB server using:
```bash
docker run -d \
--name local-mongo \
-p 27017:27017 \
-e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
-e MONGO_INITDB_ROOT_PASSWORD=secret \
mongo
```
or use our script:... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/mongo/__init__.py | cookbook/07_database/mongo/__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/07_database/mongo/mongodb_for_team.py | cookbook/07_database/mongo/mongodb_for_team.py | """
Use MongoDb as the database for a team.
Run `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
Run a local MongoDB server using:
```bash
docker run -d \
--name local-mongo \
-p 27017:27017 \
-e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
-e MONGO_INITDB_ROOT_PASSWORD=secret... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/mongo/async_mongo/async_mongodb_for_team.py | cookbook/07_database/mongo/async_mongo/async_mongodb_for_team.py | """
Use AsyncMongoDb as the database for a team.
Run `pip install openai ddgs newspaper4k lxml_html_clean pymongo motor agno` to install the dependencies
Run a local MongoDB server using:
```bash
docker run -d \
--name local-mongo \
-p 27017:27017 \
-e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
-e MONGO_INITDB_R... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/mongo/async_mongo/__init__.py | cookbook/07_database/mongo/async_mongo/__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/07_database/mongo/async_mongo/async_mongodb_for_agent.py | cookbook/07_database/mongo/async_mongo/async_mongodb_for_agent.py | """Use AsyncMongoDb as the database for an agent.
Run `pip install openai pymongo motor` to install dependencies
Run a local MongoDB server using:
```bash
docker run -d \
--name local-mongo \
-p 27017:27017 \
-e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
-e MONGO_INITDB_ROOT_PASSWORD=secret \
mongo
```
or use ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/mongo/async_mongo/async_mongodb_for_workflow.py | cookbook/07_database/mongo/async_mongo/async_mongodb_for_workflow.py | """
Run: `pip install openai ddgs pymongo motor` to install dependencies
Run: `python cookbook/db/mongo/async_mongo/async_mongodb_for_workflow.py` to run the workflow
Run a local MongoDB server using:
```bash
docker run -d \
--name local-mongo \
-p 27017:27017 \
-e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
-e MO... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/examples/multi_user_multi_session.py | cookbook/07_database/examples/multi_user_multi_session.py | from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
db = SqliteDb(db_file="tmp/data.db")
agent = Agent(
model=OpenAIChat(id="gpt-4o-mini"),
db=db,
enable_user_memories=True,
add_history_to_context=True,
num_history_runs=3,
)
user_1_id = "user... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/examples/selecting_tables.py | cookbook/07_database/examples/selecting_tables.py | """Use SQLite as the database for an Agent, selecting custom names for the tables.
Run `pip install ddgs sqlalchemy openai` to install dependencies.
"""
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
# Setup the SQLite database
db = SqliteDb(
db_file="tmp/data.db",
# Selecting which tables ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/examples/__init__.py | cookbook/07_database/examples/__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/07_database/surrealdb/surrealdb_for_agent.py | cookbook/07_database/surrealdb/surrealdb_for_agent.py | r"""
Run SurrealDB in a container before running this script
```
docker run --rm --pull always -p 8000:8000 surrealdb/surrealdb:latest start --user root --pass root
```
or with
```
surreal start -u root -p root
```
Then, run this test like this:
```
uv run cookbook/db/surrealdb/surrealdb_for_agent.py
```
"""
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/07_database/surrealdb/surrealdb_for_team.py | cookbook/07_database/surrealdb/surrealdb_for_team.py | r"""
Run SurrealDB in a container before running this script
```
docker run --rm --pull always -p 8000:8000 surrealdb/surrealdb:latest start --user root --pass root
```
or with
```
surreal start -u root -p root
```
Then:
1. Run: `pip install anthropic ddgs newspaper4k lxml_html_clean surrealdb agno` to install the... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/surrealdb/surrealdb_for_workflow.py | cookbook/07_database/surrealdb/surrealdb_for_workflow.py | r"""
Run SurrealDB in a container before running this script
```
docker run --rm --pull always -p 8000:8000 surrealdb/surrealdb:latest start --user root --pass root
```
or with
```
surreal start -u root -p root
```
Then:
1. Run: `pip install anthropic ddgs newspaper4k lxml_html_clean surrealdb agno` to install the... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/surrealdb/__init__.py | cookbook/07_database/surrealdb/__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/07_database/firestore/firestore_for_agent.py | cookbook/07_database/firestore/firestore_for_agent.py | """
This recipe shows how to store agent sessions in a Firestore database.
Steps:
1. Ensure your gcloud project is enabled with Firestore. Reference https://cloud.google.com/firestore/docs/create-database-server-client-library ?
2. Run: `pip install openai google-cloud-firestore agno` to install dependencies
3. Make 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/07_database/firestore/__init__.py | cookbook/07_database/firestore/__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/07_database/singlestore/singlestore_for_team.py | cookbook/07_database/singlestore/singlestore_for_team.py | """
1. Run: `pip install openai ddgs newspaper4k lxml_html_clean agno` to install the dependencies
2. Run: `python cookbook/storage/singlestore_storage/singlestore_storage_for_team.py` to run the team
"""
from os import getenv
from typing import List
from agno.agent import Agent
from agno.db.singlestore.singlestore 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/07_database/singlestore/singlestore_for_agent.py | cookbook/07_database/singlestore/singlestore_for_agent.py | """Use SingleStore as the database for an agent.
Run `pip install ddgs sqlalchemy openai` to install dependencies."""
from os import getenv
from agno.agent import Agent
from agno.db.singlestore.singlestore import SingleStoreDb
from agno.tools.duckduckgo import DuckDuckGoTools
# Configure SingleStore DB connection
U... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/07_database/singlestore/__init__.py | cookbook/07_database/singlestore/__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/09_memory/08_memory_tools.py | cookbook/09_memory/08_memory_tools.py | """
Here is a tool with reasoning capabilities to allow agents to manage user memories.
1. Run: `pip install openai agno lancedb tantivy sqlalchemy` to install the dependencies
2. Export your OPENAI_API_KEY
3. Run: `python cookbook/reasoning/tools/knowledge_tools.py` to run the agent
"""
import asyncio
from agno.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/09_memory/07_share_memory_and_history_between_agents.py | cookbook/09_memory/07_share_memory_and_history_between_agents.py | from uuid import uuid4
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai.chat import OpenAIChat
db = SqliteDb(db_file="tmp/agent_sessions.db")
session_id = str(uuid4())
user_id = "john_doe@example.com"
agent_1 = Agent(
model=OpenAIChat(id="gpt-4o-mini"),
instructions="... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/cookbook/09_memory/03_agents_share_memory.py | cookbook/09_memory/03_agents_share_memory.py | """
In this example, we have two agents that share the same memory.
"""
from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIChat
from agno.tools.duckduckgo import DuckDuckGoTools
from rich.pretty import pprint
db_url = "postgresql+psycopg://ai:ai@localhost: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/09_memory/05_multi_user_multi_session_chat.py | cookbook/09_memory/05_multi_user_multi_session_chat.py | """
This example demonstrates how to run a multi-user, multi-session chat.
In this example, we have 3 users and 4 sessions.
User 1 has 2 sessions.
User 2 has 1 session.
User 3 has 1 session.
"""
import asyncio
from agno.agent.agent import Agent
from agno.db.postgres import PostgresDb
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/09_memory/02_agentic_memory.py | cookbook/09_memory/02_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.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/09_memory/__init__.py | cookbook/09_memory/__init__.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
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