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/libs/agno/agno/memory/strategies/base.py | libs/agno/agno/memory/strategies/base.py | from abc import ABC, abstractmethod
from typing import List
from agno.db.schemas import UserMemory
from agno.models.base import Model
from agno.utils.tokens import count_text_tokens
class MemoryOptimizationStrategy(ABC):
"""Abstract base class for memory optimization strategies.
Subclasses must implement op... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/guardrails/prompt_injection.py | libs/agno/agno/guardrails/prompt_injection.py | from typing import List, Optional, Union
from agno.exceptions import CheckTrigger, InputCheckError
from agno.guardrails.base import BaseGuardrail
from agno.run.agent import RunInput
from agno.run.team import TeamRunInput
class PromptInjectionGuardrail(BaseGuardrail):
"""Guardrail for detecting prompt injection a... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/guardrails/__init__.py | libs/agno/agno/guardrails/__init__.py | from agno.guardrails.base import BaseGuardrail
from agno.guardrails.openai import OpenAIModerationGuardrail
from agno.guardrails.pii import PIIDetectionGuardrail
from agno.guardrails.prompt_injection import PromptInjectionGuardrail
__all__ = ["BaseGuardrail", "OpenAIModerationGuardrail", "PIIDetectionGuardrail", "Prom... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/guardrails/pii.py | libs/agno/agno/guardrails/pii.py | from re import Pattern
from typing import Dict, Optional, Union
from agno.exceptions import CheckTrigger, InputCheckError
from agno.guardrails.base import BaseGuardrail
from agno.run.agent import RunInput
from agno.run.team import TeamRunInput
class PIIDetectionGuardrail(BaseGuardrail):
"""Guardrail for detectin... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/guardrails/base.py | libs/agno/agno/guardrails/base.py | from abc import ABC, abstractmethod
from typing import Union
from agno.run.agent import RunInput
from agno.run.team import TeamRunInput
class BaseGuardrail(ABC):
"""Abstract base class for all guardrail implementations."""
@abstractmethod
def check(self, run_input: Union[RunInput, TeamRunInput]) -> None... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/guardrails/openai.py | libs/agno/agno/guardrails/openai.py | from os import getenv
from typing import Any, Dict, List, Literal, Optional, Union
from agno.exceptions import CheckTrigger, InputCheckError
from agno.guardrails.base import BaseGuardrail
from agno.run.agent import RunInput
from agno.run.team import TeamRunInput
from agno.utils.log import log_debug
from agno.utils.ope... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/whatsapp.py | libs/agno/agno/utils/whatsapp.py | import os
from typing import Optional, Union
import httpx
import requests
from agno.utils.log import log_debug, log_error
def get_access_token() -> str:
access_token = os.getenv("WHATSAPP_ACCESS_TOKEN")
if not access_token:
raise ValueError("WHATSAPP_ACCESS_TOKEN is not set")
return access_token... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/prompts.py | libs/agno/agno/utils/prompts.py | import json
from typing import Type, Union
from pydantic import BaseModel
from agno.utils.log import log_warning
def get_json_output_prompt(output_schema: Union[str, list, dict, BaseModel]) -> str:
"""Return the JSON output prompt for the Agent.
This is added to the system prompt when the output_schema is ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/response_iterator.py | libs/agno/agno/utils/response_iterator.py | class ResponseIterator:
def __init__(self):
self.items = []
self.index = 0
def add(self, item):
self.items.append(item)
def __iter__(self):
return self
def __next__(self):
if self.index >= len(self.items):
raise StopIteration
item = self.ite... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/shell.py | libs/agno/agno/utils/shell.py | from typing import List
from agno.utils.log import log_debug, log_info, logger
def run_shell_command(args: List[str], tail: int = 100) -> str:
log_info(f"Running shell command: {args}")
import subprocess
try:
result = subprocess.run(args, capture_output=True, text=True)
log_debug(f"Resu... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/enum.py | libs/agno/agno/utils/enum.py | from enum import Enum
from typing import Any, List, Optional
class ExtendedEnum(Enum):
@classmethod
def values_list(cls: Any) -> List[Any]:
return list(map(lambda c: c.value, cls))
@classmethod
def from_str(cls: Any, str_to_convert_to_enum: Optional[str]) -> Optional[Any]:
"""Convert ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/string.py | libs/agno/agno/utils/string.py | import hashlib
import json
import re
import uuid
from typing import Optional, Type
from uuid import uuid4
from pydantic import BaseModel, ValidationError
from agno.utils.log import logger
def is_valid_uuid(uuid_str: str) -> bool:
"""
Check if a string is a valid UUID
Args:
uuid_str: String to c... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/http.py | libs/agno/agno/utils/http.py | import asyncio
import logging
import threading
from time import sleep
from typing import Optional
import httpx
logger = logging.getLogger(__name__)
DEFAULT_MAX_RETRIES = 3
DEFAULT_BACKOFF_FACTOR = 2 # Exponential backoff: 1, 2, 4, 8...
# Global httpx clients for resource efficiency
# These are shared across all mo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/common.py | libs/agno/agno/utils/common.py | from dataclasses import asdict
from typing import Any, List, Optional, Set, Type, Union, get_type_hints
def isinstanceany(obj: Any, class_list: List[Type]) -> bool:
"""Returns True if obj is an instance of the classes in class_list"""
for cls in class_list:
if isinstance(obj, cls):
return ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/response.py | libs/agno/agno/utils/response.py | from typing import List, Set, Union
from agno.exceptions import RunCancelledException
from agno.models.response import ToolExecution
from agno.reasoning.step import ReasoningStep
from agno.run.agent import RunOutput, RunOutputEvent, RunPausedEvent
from agno.run.team import TeamRunOutput, TeamRunOutputEvent
def creat... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/format_str.py | libs/agno/agno/utils/format_str.py | from typing import Optional
def remove_indent(s: Optional[str]) -> Optional[str]:
"""
Remove the indent from a string.
Args:
s (str): String to remove indent from
Returns:
str: String with indent removed
"""
if s is not None and isinstance(s, str):
return "\n".join([l... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/audio.py | libs/agno/agno/utils/audio.py | import base64
import os
import wave
from agno.utils.log import log_info
def write_audio_to_file(audio, filename: str):
"""
Write base64 encoded audio file to disk.
:param audio: Base64 encoded audio file
:param filename: The filepath or filename to save the audio to
"""
wav_bytes = base64.b6... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/timer.py | libs/agno/agno/utils/timer.py | from time import perf_counter
from typing import Optional
class Timer:
"""Timer class for timing code execution"""
def __init__(self):
self.start_time: Optional[float] = None
self.end_time: Optional[float] = None
self.elapsed_time: Optional[float] = None
@property
def elapsed... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/web.py | libs/agno/agno/utils/web.py | import webbrowser
from pathlib import Path
from agno.utils.log import logger
def open_html_file(file_path: Path):
"""
Opens the specified HTML file in the default web browser.
:param file_path: Path to the HTML file.
"""
# Resolve the absolute path
absolute_path = file_path.resolve()
if ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/serialize.py | libs/agno/agno/utils/serialize.py | """JSON serialization utilities for handling datetime and enum objects."""
from datetime import date, datetime, time
from enum import Enum
from typing import Any
def json_serializer(obj: Any) -> Any:
"""Custom JSON serializer for objects not serializable by default json module.
Handles:
- datetime, date... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/tools.py | libs/agno/agno/utils/tools.py | from typing import Any, Dict, Optional
from agno.models.response import ToolExecution
from agno.tools.function import Function, FunctionCall
from agno.utils.functions import get_function_call
def get_function_call_for_tool_call(
tool_call: Dict[str, Any], functions: Optional[Dict[str, Function]] = None
) -> Opti... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/knowledge.py | libs/agno/agno/utils/knowledge.py | from typing import Any, Dict, List, Optional, Union
from agno.filters import FilterExpr
from agno.utils.log import log_info
def get_agentic_or_user_search_filters(
filters: Optional[Dict[str, Any]], effective_filters: Optional[Union[Dict[str, Any], List[FilterExpr]]]
) -> Dict[str, Any]:
"""Helper function t... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/log.py | libs/agno/agno/utils/log.py | import logging
from functools import lru_cache
from os import getenv
from typing import Any, Literal, Optional
from rich.logging import RichHandler
from rich.text import Text
LOGGER_NAME = "agno"
TEAM_LOGGER_NAME = f"{LOGGER_NAME}-team"
WORKFLOW_LOGGER_NAME = f"{LOGGER_NAME}-workflow"
# Define custom styles for diff... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/merge_dict.py | libs/agno/agno/utils/merge_dict.py | from typing import Any, Dict, List
def merge_dictionaries(a: Dict[str, Any], b: Dict[str, Any]) -> None:
"""
Recursively merges two dictionaries.
If there are conflicting keys, values from 'b' will take precedence.
Args:
a (Dict[str, Any]): The first dictionary to be merged.
b (Dict[s... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/events.py | libs/agno/agno/utils/events.py | from typing import Any, Dict, List, Optional, Union
from agno.media import Audio, Image
from agno.models.message import Citations
from agno.models.response import ToolExecution
from agno.reasoning.step import ReasoningStep
from agno.run.agent import (
MemoryUpdateCompletedEvent,
MemoryUpdateStartedEvent,
O... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/dttm.py | libs/agno/agno/utils/dttm.py | from datetime import datetime, timezone
from typing import Union
def current_datetime() -> datetime:
return datetime.now()
def current_datetime_utc() -> datetime:
return datetime.now(timezone.utc)
def current_datetime_utc_str() -> str:
return current_datetime_utc().strftime("%Y-%m-%dT%H:%M:%S")
def ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/mcp.py | libs/agno/agno/utils/mcp.py | import json
from functools import partial
from uuid import uuid4
from agno.utils.log import log_debug, log_exception
try:
from mcp import ClientSession
from mcp.types import CallToolResult, EmbeddedResource, ImageContent, TextContent
from mcp.types import Tool as MCPTool
except (ImportError, ModuleNotFoun... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/location.py | libs/agno/agno/utils/location.py | from typing import Any, Dict
import requests
from agno.utils.log import log_warning
def get_location() -> Dict[str, Any]:
"""Get approximate location using IP geolocation."""
try:
response = requests.get("https://api.ipify.org?format=json", timeout=5)
ip = response.json()["ip"]
respo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/message.py | libs/agno/agno/utils/message.py | from copy import deepcopy
from typing import Dict, List, Union
from pydantic import BaseModel
from agno.models.message import Message
from agno.utils.log import log_debug
def filter_tool_calls(messages: List[Message], max_tool_calls: int) -> None:
"""
Filter messages (in-place) to keep only the most recent ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/team.py | libs/agno/agno/utils/team.py | from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
from agno.agent import Agent
from agno.media import Audio, File, Image, Video
from agno.run.agent import RunOutput
from agno.run.team import TeamRunOutput
from agno.utils.log import log_debug
from agno.utils.string import is_valid_uuid, url_safe_string... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/cryptography.py | libs/agno/agno/utils/cryptography.py | from cryptography.hazmat.primitives import serialization
from cryptography.hazmat.primitives.asymmetric import rsa
def generate_rsa_keys():
"""Generate RSA key pair for RS256 JWT signing/verification."""
private_key = rsa.generate_private_key(public_exponent=65537, key_size=2048)
# Private key PEM (used ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/os.py | libs/agno/agno/utils/os.py | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false | |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/__init__.py | libs/agno/agno/utils/__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/libs/agno/agno/utils/remote.py | libs/agno/agno/utils/remote.py | import json
from typing import Any, Dict, List, Union
from pydantic import BaseModel
from agno.models.message import Message
def serialize_input(
input: Union[str, Dict[str, Any], List[Any], BaseModel, List[Message]],
) -> str:
"""Serialize the input to a string."""
if isinstance(input, str):
re... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/safe_formatter.py | libs/agno/agno/utils/safe_formatter.py | import string
class SafeFormatter(string.Formatter):
def get_value(self, key, args, kwargs):
"""Handle missing keys by returning '{key}'."""
if key not in kwargs:
return f"{key}"
return kwargs[key]
def format_field(self, value, format_spec):
"""
If Python s... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/pprint.py | libs/agno/agno/utils/pprint.py | import json
from typing import AsyncIterable, Iterable, Union, get_args
from pydantic import BaseModel
from agno.run.agent import RunOutput, RunOutputEvent
from agno.run.team import TeamRunOutput, TeamRunOutputEvent
from agno.run.workflow import WorkflowRunOutput, WorkflowRunOutputEvent
from agno.utils.log import log... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/certs.py | libs/agno/agno/utils/certs.py | from pathlib import Path
import requests
def download_cert(cert_url: str, filename: str = "cert.pem"):
"""
Downloads a CA certificate bundle if it doesn't exist locally.
Returns:
str: Path to the certificate file
"""
cert_dir = Path("./certs")
cert_path = cert_dir / filename
# C... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/functions.py | libs/agno/agno/utils/functions.py | import json
from typing import Any, Callable, Dict, Optional, TypeVar
from agno.tools.function import Function, FunctionCall
from agno.utils.log import log_debug, log_error
T = TypeVar("T")
def get_function_call(
name: str,
arguments: Optional[str] = None,
call_id: Optional[str] = None,
functions: O... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/streamlit.py | libs/agno/agno/utils/streamlit.py | from datetime import datetime
from typing import Any, Callable, Dict, List, Optional
try:
from agno.agent import Agent
from agno.db.base import SessionType
from agno.models.anthropic import Claude
from agno.models.google import Gemini
from agno.models.openai import OpenAIChat
from agno.utils.lo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/pickle.py | libs/agno/agno/utils/pickle.py | from pathlib import Path
from typing import Any, Optional
from agno.utils.log import logger
def pickle_object_to_file(obj: Any, file_path: Path) -> Any:
"""Pickles and saves object to file_path"""
import pickle
_obj_parent = file_path.parent
if not _obj_parent.exists():
_obj_parent.mkdir(par... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/agent.py | libs/agno/agno/utils/agent.py | from asyncio import Future, Task
from typing import TYPE_CHECKING, Any, AsyncIterator, Callable, Dict, Iterator, List, Optional, Sequence, Type, Union
from pydantic import BaseModel
from agno.media import Audio, File, Image, Video
from agno.models.message import Message
from agno.models.metrics import Metrics
from ag... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | true |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/yaml_io.py | libs/agno/agno/utils/yaml_io.py | from pathlib import Path
from typing import Any, Dict, Optional
from agno.utils.log import log_debug, logger
def read_yaml_file(file_path: Optional[Path]) -> Optional[Dict[str, Any]]:
if file_path is not None and file_path.exists() and file_path.is_file():
import yaml
log_debug(f"Reading {file_p... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/json_schema.py | libs/agno/agno/utils/json_schema.py | from enum import Enum
from typing import Any, Dict, Optional, Union, get_args, get_origin
from pydantic import BaseModel
from agno.utils.log import logger
def is_origin_union_type(origin: Any) -> bool:
import sys
if sys.version_info.minor >= 10:
from types import UnionType # type: ignore
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/media.py | libs/agno/agno/utils/media.py | import base64
import time
from enum import Enum
from pathlib import Path
from typing import List, Optional
import httpx
from agno.media import Audio, File, Image, Video
from agno.utils.log import log_info, log_warning
class SampleDataFileExtension(str, Enum):
DOCX = "docx"
PDF = "pdf"
TXT = "txt"
JS... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/hooks.py | libs/agno/agno/utils/hooks.py | from copy import deepcopy
from typing import Any, Callable, Dict, List, Optional, Union
from agno.eval.base import BaseEval
from agno.guardrails.base import BaseGuardrail
from agno.hooks.decorator import HOOK_RUN_IN_BACKGROUND_ATTR
from agno.utils.log import log_warning
# Keys that should be deep copied for backgroun... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/code_execution.py | libs/agno/agno/utils/code_execution.py | """Utils for our multiple integrations with external code execution environments."""
import re
def prepare_python_code(code: str) -> str:
"""Fix common problems with LLM-generated Python code."""
python_keywords = {"true": "True", "false": "False", "none": "None"}
for lowercase, capitalized in python_key... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/openai.py | libs/agno/agno/utils/openai.py | import base64
import mimetypes
from pathlib import Path
from typing import Any, Dict, List, Optional, Sequence, Union
from agno.media import Audio, File, Image
from agno.utils.log import log_error, log_warning
# Ensure .webp is recognized
mimetypes.add_type("image/webp", ".webp")
def audio_to_message(audio: Sequenc... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/tokens.py | libs/agno/agno/utils/tokens.py | import json
import math
from functools import lru_cache
from pathlib import Path
from typing import Any, Dict, List, Optional, Sequence, Tuple, Type, Union
from pydantic import BaseModel
from agno.media import Audio, File, Image, Video
from agno.models.message import Message
from agno.tools.function import Function
f... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/reasoning.py | libs/agno/agno/utils/reasoning.py | from typing import TYPE_CHECKING, List, Optional, Tuple, Union
from agno.models.message import Message
from agno.models.metrics import Metrics
from agno.reasoning.step import ReasoningStep
if TYPE_CHECKING:
from agno.run.agent import RunOutput
from agno.team.team import TeamRunOutput
def extract_thinking_co... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/gemini.py | libs/agno/agno/utils/gemini.py | from pathlib import Path
from typing import Any, Dict, List, Optional, Type, Union
from pydantic import BaseModel
from agno.media import Image
from agno.utils.log import log_error, log_warning
try:
from google.genai.types import (
FunctionDeclaration,
Schema,
Tool,
)
from google.g... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/env.py | libs/agno/agno/utils/env.py | from os import getenv
from typing import Optional
def get_from_env(key: str, default: Optional[str] = None, required: bool = False) -> Optional[str]:
"""Get the value for an environment variable. Use default if not found, or raise an error if required is True."""
value = getenv(key, default)
if value is ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/ai_foundry.py | libs/agno/agno/utils/models/ai_foundry.py | from typing import Any, Dict
from agno.models.message import Message
from agno.utils.log import log_warning
from agno.utils.openai import images_to_message
def format_message(message: Message, compress_tool_results: bool = False) -> Dict[str, Any]:
"""
Format a message into the format expected by OpenAI.
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/llama.py | libs/agno/agno/utils/models/llama.py | from typing import Any, Dict
from agno.agent import Message
from agno.utils.log import log_warning
from agno.utils.openai import process_image
ROLE_MAP = {
"user": "user",
"assistant": "assistant",
"system": "system",
"tool": "tool",
}
TOOL_CALL_ROLE_MAP = {
"user": "user",
"assistant": "assi... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/claude.py | libs/agno/agno/utils/models/claude.py | import json
from dataclasses import dataclass, field
from typing import Any, Dict, List, Optional, Tuple, Union
from agno.media import File, Image
from agno.models.message import Message
from agno.utils.log import log_error, log_warning
try:
from anthropic.types import (
TextBlock,
ToolUseBlock,
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/openai_responses.py | libs/agno/agno/utils/models/openai_responses.py | from pathlib import Path
from typing import Any, Dict, List, Optional, Sequence, Union
from agno.media import Image
from agno.utils.log import logger
def _process_bytes_image(image: bytes) -> Dict[str, Any]:
"""Process bytes image data."""
import base64
base64_image = base64.b64encode(image).decode("utf... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/schema_utils.py | libs/agno/agno/utils/models/schema_utils.py | """
Utility functions for handling JSON schemas across different model providers.
This module provides model-agnostic schema transformations and validations.
"""
from typing import Any, Dict, Type
from pydantic import BaseModel
def is_dict_field(schema: Dict[str, Any]) -> bool:
"""
Check if a schema represe... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/watsonx.py | libs/agno/agno/utils/models/watsonx.py | from typing import Any, Dict, List, Sequence
from agno.media import Image
from agno.models.message import Message
from agno.utils.log import log_error, log_warning
def format_images_for_message(message: Message, images: Sequence[Image]) -> Message:
"""
Format an image into the format expected by WatsonX.
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/cohere.py | libs/agno/agno/utils/models/cohere.py | from pathlib import Path
from typing import Any, Dict, List, Sequence
from agno.media import Image
from agno.models.message import Message
from agno.utils.log import log_error, log_warning
def _format_images_for_message(message: Message, images: Sequence[Image]) -> List[Dict[str, Any]]:
"""
Format an image i... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/models/__init__.py | libs/agno/agno/utils/models/__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/libs/agno/agno/utils/models/mistral.py | libs/agno/agno/utils/models/mistral.py | from typing import Any, List, Optional, Union
from agno.media import Image
from agno.models.message import Message
from agno.utils.log import log_error, log_warning
try:
# TODO: Adapt these imports to the new Mistral SDK versions
from mistralai.models import ( # type: ignore
AssistantMessage, # type... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/print_response/team.py | libs/agno/agno/utils/print_response/team.py | import json
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Sequence, Set, Union, get_args
from pydantic import BaseModel
from agno.filters import FilterExpr
from agno.media import Audio, File, Image, Video
from agno.models.message import Message
from agno.models.response import ToolExecution
from agno.r... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | true |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/print_response/__init__.py | libs/agno/agno/utils/print_response/__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/libs/agno/agno/utils/print_response/workflow.py | libs/agno/agno/utils/print_response/workflow.py | from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
from pydantic import BaseModel
from rich.console import Group
from rich.live import Live
from rich.markdown import Markdown
from rich.status import Status
from rich.text import Text
from agno.media import Audio, File, Image, Video
from agno.models.mes... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | true |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/utils/print_response/agent.py | libs/agno/agno/utils/print_response/agent.py | import json
import warnings
from collections.abc import Set
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Sequence, Union, cast, get_args
from pydantic import BaseModel
from rich.console import Group
from rich.json import JSON
from rich.live import Live
from rich.markdown import Markdown
from rich.statu... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | true |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/anthropic.py | libs/agno/agno/reasoning/anthropic.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_anthropic_reasoning_model(reasoning_model: Model) -> bool:
"""Check if the model is an Anthropi... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/deepseek.py | libs/agno/agno/reasoning/deepseek.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_deepseek_reasoning_model(reasoning_model: Model) -> bool:
return reasoning_model.__class__.__na... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/ollama.py | libs/agno/agno/reasoning/ollama.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_ollama_reasoning_model(reasoning_model: Model) -> bool:
return reasoning_model.__class__.__name... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/default.py | libs/agno/agno/reasoning/default.py | from __future__ import annotations
from textwrap import dedent
from typing import Any, Callable, Dict, List, Literal, Optional, Union
from agno.models.base import Model
from agno.reasoning.step import ReasoningSteps
from agno.tools import Toolkit
from agno.tools.function import Function
def get_default_reasoning_ag... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/groq.py | libs/agno/agno/reasoning/groq.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_groq_reasoning_model(reasoning_model: Model) -> bool:
return reasoning_model.__class__.__name__... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/helpers.py | libs/agno/agno/reasoning/helpers.py | from typing import Any, Dict, List, Literal, Optional
from agno.models.base import Model
from agno.models.message import Message
from agno.reasoning.step import NextAction, ReasoningStep
from agno.run.messages import RunMessages
from agno.utils.log import logger
def get_reasoning_agent(
reasoning_model: Model,
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/__init__.py | libs/agno/agno/reasoning/__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/libs/agno/agno/reasoning/vertexai.py | libs/agno/agno/reasoning/vertexai.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_vertexai_reasoning_model(reasoning_model: Model) -> bool:
"""Check if the model is a VertexAI m... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/azure_ai_foundry.py | libs/agno/agno/reasoning/azure_ai_foundry.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_ai_foundry_reasoning_model(reasoning_model: Model) -> bool:
return reasoning_model.__class__.__... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/step.py | libs/agno/agno/reasoning/step.py | from enum import Enum
from typing import List, Optional
from pydantic import BaseModel, Field
class NextAction(str, Enum):
CONTINUE = "continue"
VALIDATE = "validate"
FINAL_ANSWER = "final_answer"
RESET = "reset"
class ReasoningStep(BaseModel):
title: Optional[str] = Field(None, description="A ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/manager.py | libs/agno/agno/reasoning/manager.py | """
ReasoningManager - Centralized manager for all reasoning operations.
This module consolidates reasoning logic from the Agent class into a single,
maintainable manager that handles:
- Native reasoning models (DeepSeek, Anthropic, OpenAI, Gemini, etc.)
- Default Chain-of-Thought reasoning
- Both streaming and non-st... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | true |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/openai.py | libs/agno/agno/reasoning/openai.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.models.openai.like import OpenAILike
from agno.utils.log import logger
def is_openai_reasoning_model(reasoning_model: Model) -> bo... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/reasoning/gemini.py | libs/agno/agno/reasoning/gemini.py | from __future__ import annotations
from typing import AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
def is_gemini_reasoning_model(reasoning_model: Model) -> bool:
"""Check if the model is a Gemini model... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/api.py | libs/agno/agno/api/api.py | from typing import Dict
from httpx import AsyncClient as HttpxAsyncClient
from httpx import Client as HttpxClient
from httpx import Response
from agno.api.settings import agno_api_settings
class Api:
def __init__(self):
self.headers: Dict[str, str] = {
"user-agent": f"{agno_api_settings.app_... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/team.py | libs/agno/agno/api/team.py | from agno.api.api import api
from agno.api.routes import ApiRoutes
from agno.api.schemas.team import TeamRunCreate
from agno.utils.log import log_debug
def create_team_run(run: TeamRunCreate) -> None:
"""Telemetry recording for Team runs"""
with api.Client() as api_client:
try:
response = ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/evals.py | libs/agno/agno/api/evals.py | from agno.api.api import api
from agno.api.routes import ApiRoutes
from agno.api.schemas.evals import EvalRunCreate
from agno.utils.log import log_debug
def create_eval_run_telemetry(eval_run: EvalRunCreate) -> None:
"""Telemetry recording for Eval runs"""
with api.Client() as api_client:
try:
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/settings.py | libs/agno/agno/api/settings.py | from __future__ import annotations
from importlib import metadata
from pydantic import field_validator
from pydantic_core.core_schema import ValidationInfo
from pydantic_settings import BaseSettings, SettingsConfigDict
from agno.utils.log import logger
class AgnoAPISettings(BaseSettings):
app_name: str = "agno... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/os.py | libs/agno/agno/api/os.py | from agno.api.api import api
from agno.api.routes import ApiRoutes
from agno.api.schemas.os import OSLaunch
from agno.utils.log import log_debug
def log_os_telemetry(launch: OSLaunch) -> None:
"""Telemetry recording for OS launches"""
with api.Client() as api_client:
try:
response = api_cl... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/__init__.py | libs/agno/agno/api/__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/libs/agno/agno/api/workflow.py | libs/agno/agno/api/workflow.py | from agno.api.api import api
from agno.api.routes import ApiRoutes
from agno.api.schemas.workflows import WorkflowRunCreate
from agno.utils.log import log_debug
def create_workflow_run(workflow: WorkflowRunCreate) -> None:
"""Telemetry recording for Workflow runs"""
with api.Client() as api_client:
tr... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/routes.py | libs/agno/agno/api/routes.py | from dataclasses import dataclass
@dataclass
class ApiRoutes:
"""API routes for telemetry recordings"""
# Runs
RUN_CREATE: str = "/telemetry/runs"
EVAL_RUN_CREATE: str = "/telemetry/evals"
# OS launch
AGENT_OS_LAUNCH: str = "/telemetry/os"
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/agent.py | libs/agno/agno/api/agent.py | from agno.api.api import api
from agno.api.routes import ApiRoutes
from agno.api.schemas.agent import AgentRunCreate
from agno.utils.log import log_debug
def create_agent_run(run: AgentRunCreate) -> None:
"""Telemetry recording for Agent runs"""
with api.Client() as api_client:
try:
api_cl... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/response.py | libs/agno/agno/api/schemas/response.py | from pydantic import BaseModel
class ApiResponseSchema(BaseModel):
status: str = "fail"
message: str = "invalid request"
| python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/utils.py | libs/agno/agno/api/schemas/utils.py | from enum import Enum
class TelemetryRunEventType(str, Enum):
AGENT = "agent"
EVAL = "eval"
TEAM = "team"
WORKFLOW = "workflow"
def get_sdk_version() -> str:
"""Return the installed agno SDK version from package metadata.
Falls back to "unknown" if the package metadata isn't available.
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/team.py | libs/agno/agno/api/schemas/team.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field
from agno.api.schemas.utils import TelemetryRunEventType, get_sdk_version
class TeamRunCreate(BaseModel):
"""Data sent to API to create a Team Run"""
session_id: str
run_id: Optional[str] = None
data: Optional[Dict[Any, An... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/evals.py | libs/agno/agno/api/schemas/evals.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field
from agno.api.schemas.utils import get_sdk_version
from agno.db.schemas.evals import EvalType
class EvalRunCreate(BaseModel):
"""Data sent to the telemetry API to create an Eval run event"""
run_id: str
eval_type: EvalType
... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/os.py | libs/agno/agno/api/schemas/os.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field
from agno.api.schemas.utils import get_sdk_version
class OSLaunch(BaseModel):
"""Data sent to API to create an OS Launch"""
os_id: Optional[str] = None
data: Optional[Dict[Any, Any]] = None
sdk_version: str = Field(defaul... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/__init__.py | libs/agno/agno/api/schemas/__init__.py | from enum import Enum
from agno.api.schemas.agent import AgentRunCreate
from agno.api.schemas.evals import EvalRunCreate
from agno.api.schemas.os import OSLaunch
from agno.api.schemas.team import TeamRunCreate
from agno.api.schemas.workflows import WorkflowRunCreate
__all__ = ["AgentRunCreate", "OSLaunch", "EvalRunCr... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/agent.py | libs/agno/agno/api/schemas/agent.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field
from agno.api.schemas.utils import TelemetryRunEventType, get_sdk_version
class AgentRunCreate(BaseModel):
"""Data sent to API to create an Agent Run"""
session_id: str
run_id: Optional[str] = None
data: Optional[Dict[Any,... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/api/schemas/workflows.py | libs/agno/agno/api/schemas/workflows.py | from typing import Any, Dict, Optional
from pydantic import BaseModel, Field
from agno.api.schemas.utils import TelemetryRunEventType, get_sdk_version
class WorkflowRunCreate(BaseModel):
"""Data sent to API to create a Workflow Run"""
session_id: str
run_id: Optional[str] = None
data: Optional[Dict... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/team/team.py | libs/agno/agno/team/team.py | from __future__ import annotations
import asyncio
import contextlib
import json
import time
import warnings
from collections import ChainMap, deque
from concurrent.futures import Future
from copy import copy
from dataclasses import dataclass
from os import getenv
from textwrap import dedent
from typing import (
An... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | true |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/team/__init__.py | libs/agno/agno/team/__init__.py | from agno.run.team import (
MemoryUpdateCompletedEvent,
MemoryUpdateStartedEvent,
ReasoningCompletedEvent,
ReasoningStartedEvent,
ReasoningStepEvent,
RunCancelledEvent,
RunCompletedEvent,
RunContentEvent,
RunErrorEvent,
RunStartedEvent,
TeamRunEvent,
TeamRunOutput,
Te... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/team/remote.py | libs/agno/agno/team/remote.py | import json
import time
from typing import TYPE_CHECKING, Any, AsyncIterator, Dict, List, Literal, Optional, Sequence, Tuple, Union, overload
from pydantic import BaseModel
from agno.media import Audio, File, Image, Video
from agno.models.base import Model
from agno.models.message import Message
from agno.remote.base... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/session/summary.py | libs/agno/agno/session/summary.py | from dataclasses import dataclass
from datetime import datetime
from textwrap import dedent
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Type, Union
from pydantic import BaseModel, Field
from agno.models.base import Model
from agno.models.utils import get_model
from agno.run.agent import Message
from ... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/session/team.py | libs/agno/agno/session/team.py | from __future__ import annotations
from dataclasses import asdict, dataclass
from typing import Any, Dict, List, Mapping, Optional, Tuple, Union
from pydantic import BaseModel
from agno.models.message import Message
from agno.run.agent import RunOutput, RunStatus
from agno.run.team import TeamRunOutput
from agno.ses... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
agno-agi/agno | https://github.com/agno-agi/agno/blob/26b9daa0fb760c3ad8384e1ba9218b1bce854535/libs/agno/agno/session/__init__.py | libs/agno/agno/session/__init__.py | from typing import Union
from agno.session.agent import AgentSession
from agno.session.summary import SessionSummaryManager
from agno.session.team import TeamSession
from agno.session.workflow import WorkflowSession
Session = Union[AgentSession, TeamSession, WorkflowSession]
__all__ = ["AgentSession", "TeamSession",... | python | Apache-2.0 | 26b9daa0fb760c3ad8384e1ba9218b1bce854535 | 2026-01-04T14:41:49.609528Z | false |
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