repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/function_tools_adapter.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
from typing import Any, Dict, List, Optional
from mcp.types import CallToolResult, Tool as MCPTool
from aworld.core.common import ActionResult
from aworld.logs.util import logger
from aworld.mcp_client.server import MCPServer
from aworld.tools.function... | 96 | 2,813 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/human/human.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import traceback
from typing import Any, Dict, Tuple
from aworld.config import ToolConfig
from aworld.core.common import Observation, ActionModel, ActionResult
from aworld.core.event.base import Constants, TopicType, HumanMessage, Message
from aworld.core.tool.base imp... | 137 | 5,488 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/human/__init__.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from aworld.tools.human.human import HumanTool
from aworld.tools.human.human_handler import DefaultHumanHandler
from aworld.tools.human.actions import ExecuteAction
from aworld.tools.tool_action import HumanExecuteAction
__all__ = [
"HumanTool",
"DefaultHumanH... | 15 | 378 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/human/human_handler.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from typing import AsyncGenerator
from aworld.core.agent.base import AgentFactory
from aworld.core.event.base import Message, Constants
from aworld.runners import HandlerFactory
from aworld.runners.handler import DefaultHandler
from aworld.runners.state_mana... | 77 | 2,684 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/human/actions.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from aworld.core.tool.action_factory import ActionFactory
from aworld.core.tool.action import ExecutableAction
from aworld.tools.tool_action import HumanExecuteAction
@ActionFactory.register(name=HumanExecuteAction.HUMAN_CONFIRM.value.name,
de... | 14 | 537 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/mcp_tool/async_mcp_tool.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import Any, Dict, Tuple, Union
from aworld.core.context.base import Context
from aworld.config.conf import ToolConfig, ConfigDict
from aworld.core.common import ActionModel, Observation, ActionResult
from aworld.core.tool.base import ToolFactory, AsyncToo... | 147 | 5,797 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/tools/mcp_tool/executor.py | .py | import json
import os
import traceback
import asyncio
from typing import Any, Dict, List, Tuple, Union
from mcp.types import TextContent, ImageContent
from aworld.core.common import ActionModel, ActionResult, Observation
from aworld.core.tool.base import ToolActionExecutor, Tool, AsyncTool
from aworld.logs.util imp... | 281 | 12,127 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/checkpoint/__init__.py | .py | from typing import Any, Dict, Optional, List
import copy
import uuid
from datetime import datetime, timezone
from abc import ABC, abstractmethod
import asyncio
from pydantic import BaseModel, Field, ConfigDict
class CheckpointMetadata(BaseModel):
"""
Metadata for a checkpoint, including session and task ident... | 245 | 8,066 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/checkpoint/inmemory.py | .py | from typing import Any, Dict, List, Optional
from . import Checkpoint, BaseCheckpointRepository, VersionUtils
class InMemoryCheckpointRepository(BaseCheckpointRepository):
"""
In-memory implementation of BaseCheckpointRepository.
Stores checkpoints in a simple in-memory dictionary.
Thread safety is not... | 116 | 4,268 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/utils.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import List, Dict
from aworld.config import RunConfig, EngineName, ConfigDict
from aworld.core.agent.swarm import GraphBuildType
from aworld.core.task import Task, TaskResponse, Runner
from aworld.logs.util import logger
from aworld.runners.task_runner imp... | 125 | 4,317 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/call_driven_runner.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import json
import time
import traceback
import aworld.trace as trace
from typing import List, Dict, Any, Tuple
from aworld.config.conf import ToolConfig
from aworld.core.agent.base import is_agent
from aworld.agents.llm_agent import Agent
from aworld.core.common imp... | 857 | 41,646 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/__init__.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import sys
from aworld.core.factory import Factory
from aworld.logs.util import logger
class HandlerManager(Factory):
def __init__(self, type_name: str = None):
super(HandlerManager, self).__init__(type_name)
def __call__(self, name: str, asyn: bool ... | 30 | 945 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/event_runner.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import time
import traceback
from aworld.core.agent.base import BaseAgent
from aworld.core.exceptions import AWorldRuntimeException
import aworld.trace as trace
from typing import List, Callable, Any
from aworld.core.common import TaskItem, ActionMode... | 375 | 18,278 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/task_runner.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import os
import time
import uuid
from typing import Callable, Any
from pydantic import BaseModel
import aworld.tools
from aworld.config import ConfigDict
from aworld.config.conf import ToolConfig
from aworld.core.agent.swarm import Swarm
from aworld.core.c... | 161 | 6,013 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/state_manager.py | .py | import abc
import time
import asyncio
from pydantic import BaseModel
from typing import Optional, List
from aworld.core.event.base import Message
from enum import Enum
from abc import ABC, abstractmethod, ABCMeta
from aworld.core.agent.base import is_agent_by_name
from aworld.core.tool.tool_desc import is_tool_by_name
... | 825 | 29,159 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/callback/decorator.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import functools
import inspect
import logging
from typing import Dict, Any, Callable, Optional, Union, Awaitable
# Configure logging
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
logger = logging.getLogger("cal... | 170 | 5,273 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/callback/tool.py | .py | from typing import Tuple
from aworld.runners.callback.decorator import CallbackRegistry
from aworld.runners.handler.base import DefaultHandler
from aworld.core.common import Observation, CallbackItem
from aworld.core.event.base import Message, Constants
from aworld.logs.util import logger
from aworld.runners.state_man... | 85 | 3,519 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/handler/output.py | .py | # aworld/runners/handler/output.py
import json
from typing import AsyncGenerator
from aworld.core.task import TaskResponse
from aworld.models.model_response import ModelResponse
from aworld.runners import HandlerFactory
from aworld.runners.handler.base import DefaultHandler
from aworld.output.base import StepOutput, Me... | 96 | 3,879 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/handler/group.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import copy
import json
from typing import AsyncGenerator, List, Dict, Any, Tuple
from aworld.agents.llm_agent import Agent
from aworld.core.agent.base import is_agent
from aworld.core.common import ActionModel, TaskItem, Observation, ActionResult
from aworl... | 414 | 17,643 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/handler/task.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import time
from typing import AsyncGenerator, TYPE_CHECKING
from aworld.core.common import TaskItem
from aworld.core.tool.base import Tool, AsyncTool
from aworld.core.event.base import Message, Constants, TopicType
from aworld.core.task import TaskRespons... | 139 | 6,756 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/handler/tool.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from typing import AsyncGenerator
from aworld.config import ConfigDict
from aworld.core.agent.base import is_agent
from aworld.core.common import ActionModel, TaskItem
from aworld.core.event.base import Message, Constants, TopicType
from aworld.core.tool.bas... | 124 | 4,510 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/handler/base.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import time
from typing import TypeVar, Generic, AsyncGenerator
from aworld.events.util import send_message
from aworld.core.common import TaskItem
from aworld.core.event.base import Message, Constants, TopicType, CancelMessage
from aworld.logs.util impor... | 103 | 3,423 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/handler/agent.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from typing import AsyncGenerator, Tuple
from aworld.agents.loop_llm_agent import LoopableAgent
from aworld.core.agent.base import is_agent, AgentFactory
from aworld.core.agent.swarm import GraphBuildType, AgentGraph
from aworld.core.common import ActionMode... | 482 | 20,180 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/hook/template.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
HOOK_TEMPLATE = """
import traceback
from aworld.core.context.base import Context
from aworld.core.event.base import Message, Constants, TopicType
from aworld.runners.hook.hooks import *
from aworld.runners.hook.hook_factory import HookFactory
from aworld.logs.util i... | 42 | 1,357 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/hook/output_process_hooks.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import re
import copy
from typing import Dict, Any, AsyncGenerator
from aworld.core.context.base import Context
from aworld.core.event.base import Message
from aworld.logs.util import logger
from aworld.models.model_response import ModelResponse
from aworld.output.base... | 112 | 4,574 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/hook/utils.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import importlib
import inspect
import os
from typing import Callable, Any
from aworld.runners.hook.template import HOOK_TEMPLATE
from aworld.utils.common import snake_to_camel
def hook(hook_point: str, name: str = None):
"""Hook decorator.
NOTE: Hooks can ... | 56 | 1,994 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/hook/agent_hooks.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from aworld.core.context.base import Context
from aworld.core.event.base import Message
from aworld.runners.hook.hook_factory import HookFactory
from aworld.runners.hook.hooks import PostLLMCallHook, PreLLMCallHook
from aworld.utils.common import convert_to_... | 38 | 1,273 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/hook/hooks.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from aworld.core.context.base import Context
from aworld.core.event.base import Message
from aworld.models.model_response import ModelResponse
class HookPoint:
START = "start"
FINISHED = "finished"
ERROR = "error"
PRE_LLM_CALL = "pre_llm_ca... | 86 | 1,963 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/runners/hook/hook_factory.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import sys
from typing import Dict, List
from aworld.core.factory import Factory
from aworld.logs.util import logger
from aworld.runners.hook.hooks import Hook, StartHook, HookPoint
class HookManager(Factory):
def __init__(self, type_name: str = None):
su... | 45 | 1,343 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/evaluations/evaluator.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from dataclasses import dataclass, field
from typing import List, Optional, Dict, Any
from aworld.config.conf import EvaluationConfig
from aworld.core.context.base import Context
class EvaluationCriteria:
pass
@dataclass
class EvaluationResult:
t... | 72 | 2,005 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/prompt/__init__.py | .py | from aworld.prompt.base import (
Prompt,
create_prompt,
)
__all__ = [
"Prompt",
"create_prompt",
] | 9 | 116 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/prompt/base.py | .py | import logging
import re
from typing import Dict, Any, Optional, Callable, List
from aworld.core.context.base import Context
from aworld.core.context.prompts.dynamic_variables import create_simple_field_getter, create_multiple_field_getters, \
get_field_values_from_list
# Import system_prompt directly from the mo... | 131 | 4,672 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/prompt/templates/prompt.py | .py | system_prompt="""
<system_instruction>
You are an advanced AI assistant powered by a large language model, operating within the AWorld framework. Your purpose is to assist users with a wide range of tasks by leveraging your knowledge and capabilities.
## Core Capabilities
You are designed to:
1. **Understand and respo... | 56 | 2,400 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/config/__init__.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
aworld.config public exports
To avoid circular imports, do not import agent_loader here.
If you need YAML helpers, import them explicitly:
from aworld.config.agent_loader import load_agents_from_yaml, load_swarm_from_yaml
"""
from aworld.config.conf import *
| 14 | 318 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/config/conf.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import os
import traceback
import uuid
from collections import OrderedDict
from enum import Enum
from pathlib import Path
from typing import Any, Dict, List, Optional
import yaml
from pydantic import BaseModel, Field
from aworld.logs.util import logger
def load_conf... | 272 | 8,972 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/config/agent_loader.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
Agent/Squad configuration loader from YAML.
Goals:
- Allow users to define agents and (optionally) a swarm topology in a single YAML file
- One function to load and construct Agents/Swarm
- Use existing config models (AgentConfig, ModelConfig, etc.) and utilities
-... | 185 | 6,999 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/llm_provider.py | .py | import abc
from collections import Counter
from typing import (
Any,
List,
Dict,
Generator,
AsyncGenerator,
)
from aworld.models.model_response import ModelResponse
class LLMProviderBase(abc.ABC):
"""Base class for large language model providers, defines unified interface."""
def __init_... | 218 | 7,905 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/exceptions.py | .py | class AWorldRuntimeException(Exception):
"""Base exception class for AWorld runtime errors.
This exception should be raised when runtime-specific errors occur
within the AWorld framework.
Attributes:
message: Human-readable error message describing what went wrong.
"""
def __i... | 38 | 1,084 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/model_output_parser.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from typing import TypeVar, Generic
from aworld.core.agent.base import AgentResult
from aworld.core.common import ActionResult
from aworld.models.model_response import ModelResponse
INPUT = TypeVar('INPUT')
OUTPUT = TypeVar('OUTPUT')
class ModelOutputPars... | 21 | 553 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/singleton.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from aworld.logs.util import logger
import threading
class SingletonMeta(type):
_instances = {}
_lock = threading.Lock()
def __call__(cls, *args, **kwargs):
"""Create or get the class instance."""
with cls._lock:
if cls not in... | 64 | 1,940 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/factory.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import TypeVar, Generic, Dict, Any
from aworld.logs.util import logger
T = TypeVar("T")
class Factory(Generic[T]):
"""The base generic class that is used to define a factory(local) for various objects, with a parameterized types: T."""
def __in... | 100 | 3,640 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/runtime_engine.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import inspect
import os
import asyncio
import traceback
from concurrent.futures import Future
from concurrent.futures.process import ProcessPoolExecutor
from types import MethodType
from typing import List, Callable, Any, Dict
from aworld.config import RunC... | 257 | 8,933 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/task.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import uuid
from dataclasses import dataclass, field
from typing import Any, Union, List, Dict, Callable, Optional
from aworld.utils.serialized_util import to_serializable
from pydantic import BaseModel
from aworld.agents.llm_agent import Agent
from aworld.... | 140 | 5,166 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/common.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from pydantic import BaseModel
from typing import Dict, Any, Optional, Union, List
from enum import Enum
from aworld.config import ConfigDict
from aworld.core.memory import MemoryItem
Config = Union[Dict[str, Any], ConfigDict, BaseModel]
class ActionResult(BaseMode... | 112 | 3,466 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/memory.py | .py | from abc import ABC, abstractmethod
from datetime import datetime
from typing import Optional, Any, Literal, Union, List, Dict
from pydantic import BaseModel, Field
from aworld.config import ConfigDict, AgentMemoryConfig
from aworld.memory.models import AgentExperience, LongTermMemoryTriggerParams, UserProfile, Memor... | 718 | 36,005 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/event/event_bus.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from asyncio import Queue, PriorityQueue, QueueEmpty
from inspect import isfunction
from typing import Callable, Any, Dict, List
from aworld.core.singleton import InheritanceSingleton
from aworld.core.common import Config
from aworld.core.event.base import ... | 173 | 7,045 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/event/base.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import time
import uuid
from dataclasses import dataclass, field
from typing import Any, Dict, Generic, TypeVar, List, Optional, Union
from pydantic import BaseModel
from aworld.config.conf import ConfigDict
from aworld.core.common import Config, Observatio... | 229 | 6,805 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/session.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import time
import uuid
from typing import List, Optional
from pydantic import BaseModel, Field
class Session(BaseModel):
session_id: str = Field(default_factory=lambda: str(uuid.uuid4().hex))
last_update_time: float = time.time()
trajectories: List = []
| 14 | 320 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/context_state.py | .py | #!/usr/bin/env python3
# coding: utf-8
"""
Context State Management System
Provides hierarchical state management with parent-child state inheritance
"""
import logging
from typing import Any, Dict, List, Optional, Union
logger = logging.getLogger(__name__)
class ContextState:
"""
Hierarchical state manage... | 233 | 7,669 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/base.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import copy
from collections import OrderedDict
from dataclasses import dataclass
from datetime import datetime
from typing import Dict, Any, TYPE_CHECKING
from aworld.config import ConfigDict
from aworld.core.context.context_state import ContextState
from aworld.core.... | 407 | 16,490 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/chunk_utils.py | .py | import logging
import time
from dataclasses import dataclass
from enum import Enum
from typing import List, Dict, Any, Union
from aworld.core.context.processor import MessageChunk, ChunkResult, MessageType
logger = logging.getLogger(__name__)
class ChunkUtils:
def __init__(self,
enable_ch... | 434 | 17,394 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/truncate_compressor.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import time
import logging
from typing import Any, Dict, List
from aworld.config.conf import ModelConfig
from aworld.core.context.processor import CompressionResult, CompressionType, MessagesProcessingResult
from aworld.core.context.processor.base_compressor import Ba... | 355 | 15,659 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/__init__.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, List
class MessageType(Enum):
"""Message type enum"""
TEXT = "text" # system, user, assistant messages
TOOL = "tool" # tool messages
UNKNOWN = "unknown"
@datacl... | 79 | 1,812 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/base_compressor.py | .py |
from abc import ABC, abstractmethod
from typing import Any, Dict
from aworld.config.conf import ModelConfig
from aworld.core.context.processor import CompressionResult
class BaseCompressor(ABC):
"""Base compressor class"""
def __init__(self, config: Dict[str, Any] = None, llm_config: ModelConfig = None... | 25 | 784 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/llm_compressor.py | .py | import asyncio
import logging
import re
from abc import ABC, abstractmethod
import traceback
from typing import Any, Dict, List
from aworld.config.conf import ModelConfig
from aworld.core.context.processor import CompressionResult, CompressionType
from aworld.core.context.processor.base_compressor import BaseCompresso... | 113 | 4,671 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/llmlingua_compressor.py | .py | import re
import logging
from typing import Any, Dict, List, Optional, Pattern, Tuple
from aworld.config.conf import ModelConfig
from aworld.core.context.processor import CompressionResult, CompressionType
from aworld.core.context.processor.base_compressor import BaseCompressor
logger = logging.getLogger(__name__)
D... | 296 | 12,189 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/processor/prompt_processor.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import time
import traceback
from typing import Dict, Any, List
from aworld.config.conf import ContextRuleConfig, ModelConfig
from aworld.core.context.base import Context
from aworld.core.context.processor import CompressionDecision, ContextProcessingResult, MessagesP... | 450 | 20,540 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/base_prompt_template.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""Base classes for prompt templates."""
import traceback
from abc import ABC, abstractmethod
import logging
logger = logging.getLogger("prompts")
from typing import Any, Dict, List, Optional, Union, TYPE_CHECKING
from aworld.core.context.prompts.formatters import Temp... | 171 | 6,894 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/utils.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
Prompt Template Utilities
Utility functions for working with prompt templates.
"""
from typing import Any, Dict, List
from aworld.core.context.prompts.formatters import TemplateFormat
from aworld.core.context.prompts.string_prompt_template import PromptTemplate
... | 74 | 2,367 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/formatters.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""Template formatters for prompt templates."""
import re
from enum import Enum
from typing import Any, Dict, List, Mapping, Set
import logging
logger = logging.getLogger("prompts")
class TemplateFormat(str, Enum):
"""Template format enumeration."""
F_STRING =... | 220 | 9,153 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/__init__.py | .py | """AWorld Prompt Templates Module.
This module provides a simplified implementation of prompt templates inspired by LangChain.
It supports string formatting, chat message templates, and various formatting options.
**Class hierarchy:**
.. code-block::
BasePromptTemplate --> StringPromptTemplate (PromptTemplate)
... | 58 | 1,599 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/dynamic_variables.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
Dynamic Variables for Prompt Templates
This module provides dynamic variable functions that can be used as partial_variables
in PromptTemplate to inject runtime-generated values.
"""
import os
import platform
import uuid
import logging
logger = logging.getLogger("... | 485 | 16,897 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/string_prompt_template.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""String-based prompt template implementation."""
import inspect
from typing import Any, Dict, List, Optional, TYPE_CHECKING
import logging
logger = logging.getLogger("prompts")
from aworld.core.context.prompts.base_prompt_template import BasePromptTemplate, PromptVal... | 209 | 10,614 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/context/prompts/planer_prompt_template.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
PlanerPromptTemplate Implementation
Specialized prompt template for Plan-and-Execute agents that handles:
1. Unified planning and replanning prompt generation
2. JSON response parsing with error handling
3. Plan output validation and structuring
4. Integration with... | 294 | 11,976 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/action_factory.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import logging
import sys
from typing import Dict, List
from aworld.core.factory import Factory
from aworld.logs.util import logger
class ActionManager(Factory):
def __init__(self, type_name: str = None):
super(ActionManager, self).__init__(type_name)
... | 111 | 3,613 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/tool_desc.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import List, Dict
from aworld.core.tool.action_factory import ActionFactory
from aworld.core.tool.base import ToolFactory
from aworld.logs.util import logger
def tool_action_desc():
"""Utility method of generate description of tools and their action... | 122 | 3,488 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/action_template.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
# need action's name, desc, tool_name and func/async_func
ACTION_TEMPLATE = """
import traceback
from typing import Tuple, Any, List, Dict
from aworld.core.common import ActionModel, ActionResult
from aworld.core.tool.action import ExecutableAction
from aworld.core.t... | 43 | 1,541 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/action.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from enum import Enum, EnumMeta
from typing import Tuple, Any
from aworld.core.common import ToolActionInfo, ActionModel, ActionResult
class ExecutableAction(object):
__metaclass__ = abc.ABCMeta
@abc.abstractmethod
def act(self, action: Action... | 55 | 1,674 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/tool_template.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
# need tool's name, desc and cls params
TOOL_TEMPLATE = """
import json
from typing import List, Tuple, Dict, Any, Union
from aworld.config.conf import ToolConfig, ConfigDict
from aworld.core.tool.base import Tool, AsyncTool, ToolFactory
from aworld.core.common import... | 82 | 2,765 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/func_to_tool.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import importlib
import inspect
import os
import sys
import uuid
from typing import Callable, Any, get_type_hints, get_origin, get_args
from pydantic import create_model, Field, BaseModel
from pydantic.fields import FieldInfo
from aworld.core.common import ParamInfo
... | 266 | 10,018 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/tool/base.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import traceback
from typing import Dict, Tuple, Any, TypeVar, Generic, List, Union
from pydantic import BaseModel
from aworld.config.conf import ToolConfig, load_config, ConfigDict
from aworld.core.event import eventbus
from aworld.core.tool.action import... | 672 | 27,791 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/agent/agent_desc.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import Dict, Any
from aworld.core.agent.base import AgentFactory
from aworld.logs.util import logger
def get_agent_desc() -> Dict[str, dict]:
"""Utility method of generate description of agents.
The agent can also serve as a tool to be called.
... | 90 | 2,783 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/agent/swarm.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
from collections import OrderedDict
from enum import Enum
from typing import Dict, List, Any, Callable, Optional, Tuple, Iterator, Union
from aworld.core.agent.agent_desc import agent_handoffs_desc
from aworld.core.agent.base import AgentFactory, BaseAgent
f... | 1,086 | 43,701 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/core/agent/base.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import os
import uuid
from typing import Any, Dict, Generic, List, Tuple, TypeVar, Union
from pydantic import BaseModel
from aworld.config.conf import AgentConfig, ConfigDict, load_config
from aworld.core.common import ActionModel
from aworld.core.context.... | 389 | 13,780 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/session/simple_session_service.py | .py | import os
import pickle
import threading
from typing import List, Optional
from typing_extensions import override
from datetime import datetime
from aworld.cmd.data_model import SessionModel, ChatCompletionMessage
from aworld.logs.util import logger
from .base_session_service import BaseSessionService
class SimpleSe... | 96 | 3,445 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/session/base_session_service.py | .py | import abc
from typing import List, Optional
from aworld.cmd.data_model import SessionModel, ChatCompletionMessage
class BaseSessionService(abc.ABC):
@abc.abstractmethod
async def get_session(
self, user_id: str, session_id: str
) -> Optional[SessionModel]:
pass
@abc.abstractmethod
... | 27 | 683 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/metrics/metric.py | .py | from abc import ABC, abstractmethod
from typing import Optional, Sequence
class MetricType:
"""
MetricType is a class for defining the type of a metric.
"""
COUNTER = "counter"
UPDOWNCOUNTER = "updowncounter"
GAUGE = "gauge"
HISTOGRAM = "histogram"
class MetricProvider(ABC):
"""
... | 288 | 9,091 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/metrics/template.py | .py | from typing import Sequence
from pydantic import BaseModel, Field, model_validator
from typing import Optional
class MetricTemplate(BaseModel):
"""
MetricTemplate is a class for defining a metric template.
"""
type: str
name: str
description: Optional[str] = None
unit: Optional[str] = Fiel... | 44 | 1,275 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/metrics/context_manager.py | .py | import time
import asyncio
from typing import Callable
from functools import wraps
from aworld.metrics.metric import get_metric_provider, MetricType, BaseMetric
from aworld.metrics.template import MetricTemplate, MetricTemplates
_GLOBAL_METIRCS = {}
class MetricContext:
_initialized = False
@classmethod
... | 187 | 6,704 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/metrics/prometheus/prometheus_adapter.py | .py | import time
import threading
from typing import Sequence, Optional, Dict, List
from prometheus_client import Counter as PCounter, Gauge as PGauge, Histogram as PHistogram, CollectorRegistry
from prometheus_client import start_http_server, REGISTRY
from aworld.metrics.metric import(
MetricProvider,
Counter,
... | 387 | 13,526 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/metrics/opentelemetry/__init__.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from aworld.utils.import_package import import_package
import_package('opentelemetry.instrumentation.system_metrics',
install_name='opentelemetry-instrumentation-system-metrics', version='0.53b1')
| 7 | 263 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/metrics/opentelemetry/opentelemetry_adapter.py | .py |
import os
from urllib.parse import urljoin
from typing import Optional, Sequence
from typing_extensions import LiteralString
from uuid import uuid4
from opentelemetry import metrics
from opentelemetry.sdk.resources import Resource
from opentelemetry.semconv.resource import ResourceAttributes
from opentelemetry.sdk.met... | 357 | 12,582 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/utils/serialized_util.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import json
import numpy as np
class NumpyEncoder(json.JSONEncoder):
def default(self, obj):
if isinstance(obj, np.ndarray):
return obj.tolist()
return super().default(obj)
def to_serializable(obj, _memo=None):
if _memo is None:
... | 45 | 1,325 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/utils/run_util.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import uuid
from typing import Any, List, Dict
from aworld.agents.llm_agent import Agent
from aworld.config import RunConfig
from aworld.core.common import ActionModel, Observation
from aworld.core.context.base import Context
from aworld.core.task import... | 178 | 6,648 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/utils/async_func.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
from functools import wraps
from typing import Callable, Optional, Union, Any, Dict
class Functionable:
def __init__(self, function: Callable[..., Any], *args: Any, **kwargs: Dict[str, Any]) -> None:
self.function = function
self.ar... | 67 | 2,054 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/utils/import_package.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import os.path
import time
import sys
import importlib
import subprocess
from importlib import metadata
from aworld.logs.util import logger
class ModuleAlias:
def __init__(self, module):
self.module = module
def __getattr__(self, name):
return... | 256 | 8,979 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/utils/common.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import importlib.util
import inspect
import json
import os
import pkgutil
import re
import socket
import sys
import threading
import time
import traceback
from functools import wraps
from pathlib import Path
from types import FunctionType
from typing imp... | 371 | 11,550 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/utils/oss.py | .py | # coding: utf-8
"""
oss.py
Utility class for OSS (Object Storage Service) operations.
Provides simple methods for data operations: upload, read, delete, update.
"""
import os
import json
import tempfile
from typing import Optional, Dict, List, Any, Tuple, Union, BinaryIO, TextIO, IO, AnyStr
from aworld.utils import im... | 651 | 24,287 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/mcp_client/server.py | .py | from __future__ import annotations
import abc
import asyncio
from datetime import timedelta
import logging
from contextlib import AbstractAsyncContextManager, AsyncExitStack
from pathlib import Path
from typing import Any, Literal
from anyio.streams.memory import MemoryObjectReceiveStream, MemoryObjectSendStream
from... | 464 | 18,842 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/mcp_client/utils.py | .py | import logging
from datetime import timedelta
from typing import List, Dict, Any
import json
import os
from contextlib import AsyncExitStack
import traceback
import requests
from aworld.core.context.base import Context
from mcp.types import TextContent, ImageContent
from aworld.core.common import ActionResult
from a... | 810 | 34,662 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/mcp_client/decorator.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
This module defines decorators for creating MCP servers.
By using the @mcp_server decorator, you can convert a Python class into an MCP server,
where the class methods will be automatically converted into MCP tools.
"""
import inspect
import functools
import threa... | 233 | 8,528 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/main.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import json
import traceback
from typing import Optional, Tuple
from aworld.core.memory import MemoryBase, MemoryItem, MemoryStore, MemoryConfig, AgentMemoryConfig
from aworld.logs.util import logger
from aworld.memory.embeddings.base import EmbeddingsResult... | 772 | 33,983 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/utils.py | .py |
from aworld.core.memory import MemoryItem
def build_history_context(history_messages: list[MemoryItem]) -> str:
"""
Build history context from history messages.
"""
history_context = ""
for message in history_messages:
if message.role == "user":
history_context += f"User: {me... | 16 | 439 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/models.py | .py | import uuid
from abc import abstractmethod
from datetime import datetime
from pydantic import BaseModel, ConfigDict, Field
from typing import Any, Dict, List, Optional, Literal
from aworld.models.model_response import ToolCall
class MemoryItem(BaseModel):
id: str = Field(description="id")
content: Any = Fiel... | 499 | 17,499 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/embeddings/openai_compatible.py | .py | import asyncio
import time
import logging
from typing import Any, List
from openai import OpenAI
from aworld.core.memory import EmbeddingsConfig
from aworld.memory.embeddings.base import EmbeddingsBase
class OpenAICompatibleEmbeddings(EmbeddingsBase):
"""
OpenAI compatible embeddings using OpenAI-compatible... | 80 | 2,650 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/embeddings/ollama.py | .py | import logging
from typing import List
import aiohttp
import requests
from aworld.core.memory import EmbeddingsConfig
from aworld.memory.embeddings.base import EmbeddingsBase
class OllamaEmbeddings(EmbeddingsBase):
"""
Embedding implementation using Ollama HTTP API.
"""
def __init__(self, config: Em... | 82 | 2,765 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/embeddings/factory.py | .py | from typing import Optional
from aworld.core.memory import EmbeddingsConfig
from aworld.memory.embeddings.base import Embeddings
class EmbedderFactory:
@staticmethod
def get_embedder(config: EmbeddingsConfig) -> Optional[Embeddings]:
if not config:
return None
if config.provider ... | 20 | 726 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/embeddings/base.py | .py | from abc import ABC, abstractmethod
from datetime import datetime
from typing import List, Optional
import uuid
from pydantic import BaseModel, ConfigDict, Field
from aworld.core.memory import EmbeddingsConfig
class EmbeddingsMetadata(BaseModel):
memory_id: str = Field(..., description="memory_id")
agent_id... | 97 | 3,588 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/mem0/mem0_memory.py | .py | import json
import os
import traceback
from typing import Optional
from pydantic import BaseModel
from aworld.config import ConfigDict
from aworld.core.memory import MemoryStore, MemoryConfig, MemoryItem, AgentMemoryConfig
from aworld.logs.util import logger
from aworld.memory.main import Memory
from aworld.models.ll... | 185 | 7,995 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworld/memory/vector/factory.py | .py | from typing import Optional
from pydantic import BaseModel
from aworld.core.memory import VectorDBConfig
from aworld.memory.vector.dbs.base import VectorDB
class VectorDBFactory:
@staticmethod
def get_vector_db(vector_db_config: VectorDBConfig) -> Optional[VectorDB]:
if not vector_db_config:
... | 22 | 628 |
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