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/knowledge_base.py | .py | """
Knowledge Base for Experience Retrieval
This module provides indexing and retrieval capabilities for experiences.
"""
import json
import logging
import os
from typing import Dict, Any, List, Optional, Tuple
import numpy as np
try:
from sentence_transformers import SentenceTransformer
except ImportError:
Se... | 437 | 16,415 |
ai-agent-book | chapter9/gaia-experience/run_with_experience.py | .py | """
Modified GAIA Runner with Learning from Experience
This script extends the original GAIA runner with experience learning capabilities.
"""
import argparse
import json
import logging
import os
import re
import traceback
from pathlib import Path
from typing import Any, Dict, List
from dotenv import load_dotenv
from... | 635 | 25,302 |
ai-agent-book | chapter9/gaia-experience/demo.py | .py | """
Demo script for Experience Learning System
This script demonstrates all features of the experience learning system.
"""
import asyncio
import json
import logging
import os
import sys
from pathlib import Path
from typing import Dict, Any, List
import yaml
from dotenv import load_dotenv
# Add parent directory to pa... | 366 | 13,914 |
ai-agent-book | chapter9/gaia-experience/trajectory_summarizer.py | .py | """
Trajectory Summarizer for Learning from Experience
This module summarizes successful task trajectories into reusable experiences.
"""
import json
import logging
import re
from typing import Dict, Any, List, Optional
from AWorld.aworld.models.llm import get_llm_model
from AWorld.aworld.config.conf import AgentConfi... | 363 | 12,462 |
ai-agent-book | chapter9/gaia-experience/test_real_gaia_campaign.py | .py | import unittest
from real_gaia_campaign import gaia_component_score, outcome_label
class RealGAIACampaignTest(unittest.TestCase):
def test_official_exact_and_partial_list_score_are_separate(self):
partial = gaia_component_score("Yoshida", "Yoshida, Uehara")
self.assertFalse(partial["official_exac... | 21 | 869 |
ai-agent-book | chapter9/gaia-experience/experience_agent.py | .py | """
Experience Learning Agent for GAIA
This module extends the AWorld Agent with learning from experience capabilities.
"""
import json
import logging
import os
from typing import Dict, Any, List, Optional
from datetime import datetime
import hashlib
from AWorld.aworld.agents.llm_agent import Agent
from AWorld.aworld... | 345 | 12,850 |
ai-agent-book | chapter9/gaia-experience/test_kb_faiss_negative_idx.py | .py | """Regression: FAISS padding index -1 must not map to documents[-1]."""
from pathlib import Path
def test_search_guards_negative_indices():
src = Path(__file__).with_name("knowledge_base.py").read_text()
assert "0 <= idx < len(self.documents)" in src
documents = [{"id": i} for i in range(3)]
indices ... | 24 | 1,044 |
ai-agent-book | chapter9/gaia-experience/AWorld/setup.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import logging
import os
import sys
import re
import subprocess
from setuptools import setup, find_packages
from setuptools.command.sdist import sdist
from setuptools.command.install import install
from setuptools.dist import Distribution
from aworld.version_gen impor... | 276 | 7,812 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/examples/train_gaia_with_aworld_swift/__init__.py | .py | from swift.trainers import TrainerFactory
TrainerFactory.TRAINER_MAPPING["aworld_grpo"] = 'train.examples.train_gaia_with_aworld_swift.AworldTrainer'
TrainerFactory.TRAINING_ARGS_MAPPING["aworld_grpo"] = 'train_gaia_with_aworld_swift.trainers.GRPOConfig'
| 5 | 256 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/examples/train_gaia_with_aworld_swift/gaia_agent_trainer.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import Union
from aworld.agents.llm_agent import Agent
from aworld.core.agent.swarm import Swarm
from train.adapter.swift.aworld_agent_trainer import AworldTrainer
GAIA_SYSTEM_PROMPT = """
You are an all-capable AI assistant, aimed at solving any task pres... | 20 | 545 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/examples/train_gaia_with_aworld_swift/plugin.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import re
import string
from typing import List
from swift.plugin import ORM, orms, rm_plugins
from swift.utils import get_logger
logger = get_logger()
"""
Step 1: Define a Reward Class
Implement your custom reward calculation logic within the __call__ method.
... | 136 | 4,491 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/examples/train_gaia_with_aworld_verl/custom_agent_loop.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import Union
from aworld.agents.llm_agent import Agent
from aworld.config import AgentConfig
from aworld.core.agent.swarm import Swarm
from train.adapter.verl.aworld_agent_loop import AworldAgentLoop
from train.adapter.verl.common import get_agent_tool_env... | 35 | 1,121 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/examples/train_gaia_with_aworld_verl/gaia_datasets/create_dataset.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import argparse
import json
import os
from pathlib import Path
import pandas as pd
def load_gaia_dataset(path: str, split: str = "validation", total_num_dataset: int = 300):
data_dir = Path(path) / split
split_dataset = []
rl_dataset = {
"prompt"... | 68 | 2,588 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/examples/train_gaia_with_aworld_verl/metrics/gaia_reward_function.py | .py | import re
import string
from aworld.logs.util import logger
def normalize_number_str(number_str: str) -> float:
# we replace these common units and commas to allow
# conversion to float
for char in ["$", "%", ","]:
number_str = number_str.replace(char, "")
try:
return float(number_str)... | 113 | 3,685 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/adapter/swift/aworld_agent_trainer.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import asyncio
import json
import re
from typing import List, Optional, Dict, Any, Union
from aworld.agents.llm_agent import Agent
from aworld.core.agent.swarm import Swarm
from aworld.core.task import TaskResponse
from aworld.runner import Runners
from awor... | 285 | 12,706 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/adapter/verl/aworld_agent_loop.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import abc
import json
import logging
import os
import uuid
from typing import Any, List, Dict, Union
from aworld.agents.llm_agent import Agent
from aworld.config.agent_loader import _load_yaml
from aworld.core.agent.swarm import Swarm
from aworld.runner import Runners... | 180 | 7,135 |
ai-agent-book | chapter9/gaia-experience/AWorld/train/adapter/verl/common.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import json
import os
from typing import List, Dict, Any
from transformers import AutoTokenizer
from verl.experimental.agent_loop.agent_loop import AgentLoopBase, AgentLoopOutput, AgentLoopMetrics
async def to_agent_loop_output(tokenizer: AutoTokenizer,... | 203 | 8,449 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/main.py | .py | import logging
import os
import time
from contextlib import asynccontextmanager
from logging.handlers import TimedRotatingFileHandler
import uvicorn
from fastapi import FastAPI, Request
from fastapi.middleware.cors import CORSMiddleware
from aworld.cmd.web.routers import workspaces
from aworldspace.routes import task... | 144 | 3,988 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/debug_run.py | .py | import uvicorn
from dotenv import load_dotenv
if __name__ == "__main__":
load_dotenv()
import main
uvicorn.run(main.app, host="0.0.0.0", port=9999)
| 8 | 161 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/config.py | .py | import os
import logging
from pathlib import Path
from aworld.utils.common import get_local_ip
####################################
# Load .env file
####################################
try:
from dotenv import load_dotenv, find_dotenv
load_dotenv(find_dotenv("./.env"))
except ImportError:
print("dotenv ... | 31 | 878 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/base.py | .py | import uuid
from typing import Any
from typing import List, Optional
from datetime import datetime
from pydantic import BaseModel, ConfigDict
from pydantic import Field
class AworldTask(BaseModel):
task_id: str = Field(default=None, description="task id")
agent_id: str = Field(default=None, description="agen... | 72 | 3,131 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/base.py | .py | from typing import Optional
from pydantic import BaseModel, Field
from aworldspace.base_agent import AworldBaseAgent
"""
Agent Space
"""
class AgentMeta(BaseModel):
name: str = None
desc: str = None
class AgentSpace(BaseModel):
agent_modules: Optional[dict] = Field(default_factory=dict, description=... | 32 | 796 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/base_agent.py | .py | import json
import logging
import os
import traceback
import uuid
from abc import abstractmethod
from typing import List, AsyncGenerator, Any
from aworld.config import AgentConfig, TaskConfig, ContextRuleConfig, OptimizationConfig
from aworld.agents.llm_agent import Agent
from aworld.core.task import Task
from aworld.... | 243 | 8,372 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/routes/tasks.py | .py | import json
import os
import time
from datetime import datetime
from typing import AsyncGenerator, Optional, List
from aworld.utils.common import get_local_ip
from fastapi import APIRouter, Query, Response
from fastapi.responses import StreamingResponse
import logging
import traceback
from asyncio import Queue
import... | 439 | 16,865 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/utils/mcp_utils.py | .py | import os
def load_all_mcp_config():
return {
"mcpServers": {
"e2b-server": {
"command": "npx",
"args": [
"-y",
"@e2b/mcp-server"
],
"env": {
"E2B_API_KEY": os.environ["E... | 200 | 6,873 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/utils/utils.py | .py | import json
import re
import string
from pathlib import Path
from typing import Any, Dict, List, Optional
from loguru import logger
from tabulate import tabulate
def normalize_str(input_str, remove_punct=True) -> str:
no_spaces = re.sub(r"\s", "", input_str)
if remove_punct:
translator = str.maketran... | 345 | 11,542 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/utils/job.py | .py | import inspect
import json
import inspect
import json
import logging
import time
import uuid
from typing import Generator, Iterator, AsyncGenerator, Optional
from aworld.core.task import Task
from aworld.utils.common import get_local_ip
from fastapi import status, HTTPException
from fastapi.concurrency import run_in_t... | 259 | 9,458 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/utils/log.py | .py | import logging
import os
from datetime import datetime
from aworld.models.model_response import ModelResponse
from base import AworldTask, AworldTaskResult
from config import ROOT_LOG
class TaskLogger:
"""任务提交日志记录器"""
def __init__(self, log_file: str = "aworld_task_submissions.log"):
self.log_file ... | 76 | 3,288 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/utils/loader.py | .py | import importlib.util
import json
import logging
import os
import subprocess
import sys
import traceback
from aworldspace.base import AGENT_SPACE
import aworld.trace as trace # noqa
from config import AGENTS_DIR
if not os.path.exists(AGENTS_DIR):
os.makedirs(AGENTS_DIR)
PIPELINES = {}
PIPELINE_MODULES = {}
def... | 198 | 7,831 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/db/models.py | .py | from sqlalchemy import Column, String, Integer, Text, DateTime, JSON, create_engine
from sqlalchemy.orm import declarative_base
from datetime import datetime
from typing import Optional
from base import AworldTask, AworldTaskResult
Base = declarative_base()
class AworldTaskModel(Base):
__tablename__ = 'aworld_ta... | 67 | 2,224 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/db/db.py | .py | from abc import ABC, abstractmethod
from datetime import datetime
from typing import Optional
from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
from base import AworldTask, AworldTaskResult
from aworldspace.db.models import (
Base, AworldTaskModel, AworldTaskResultModel,
orm_to_pyda... | 211 | 8,049 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/agents/gaia_agent.py | .py | import logging
import os
import re
from pathlib import Path
from typing import Dict, Any, List, Optional
from aworld.config import ModelConfig
from aworld.config.conf import AgentConfig, TaskConfig, ClientType
from aworld.core.task import Task
from aworld.output import Outputs, Output, StreamingOutputs
from aworld.uti... | 264 | 13,864 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/agents/playwright_agent.py | .py | import logging
import os
import traceback
from typing import Dict, Any, List, Union
from typing import Optional
from aworld.core.event.base import Message
from aworldspace.base_agent import AworldBaseAgent
from pydantic import BaseModel, Field
import aworld.trace as trace
from aworld.config.conf import AgentConfig, C... | 795 | 34,781 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/aworldspace/agents/default_agent.py | .py | import logging
import os
from aworld.config import ModelConfig
from aworld.config.conf import AgentConfig, ClientType
from pydantic import BaseModel
from aworldspace.base_agent import AworldBaseAgent
from aworldspace.utils.mcp_utils import load_all_mcp_config
SYSTEM_PROMPT = f"""You are an helpful AI assistant, aime... | 59 | 2,147 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/client/aworld_client_run_gaia.py | .py | # Initialize AworldTaskClient with server endpoints
import asyncio
import logging
from datetime import datetime
import os
import random
import uuid
from aworld.utils.common import get_local_ip
from client.aworld_client import AworldTask, AworldTaskClient
AWORLD_TASK_CLIENT = AworldTaskClient(
know_hosts = ["loca... | 92 | 2,848 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/client/aworld_client.py | .py | import asyncio
import logging
import os
import traceback
from datetime import datetime
from typing import AsyncGenerator
from aworld.models.llm import acall_llm_model, get_llm_model, acall_llm_model_stream
from aworld.models.model_response import ModelResponse, LLMResponseError
from pydantic import BaseModel, Field
f... | 370 | 16,135 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/client/aworld_download_background_tasks.py | .py | import asyncio
from client.aworld_client import AworldTaskClient
async def download_with_timerange(know_hosts: list[str], start_time, end_time, save_path):
# create client
client = AworldTaskClient(know_hosts = know_hosts)
# 1. download task results to file
file_path = await client.download_task_res... | 29 | 1,046 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/client/aworld_client_run_web.py | .py | # Initialize AworldTaskClient with server endpoints
import asyncio
import random
import uuid
from base import AworldTask
from client.aworld_client import AworldTaskClient
AWORLD_TASK_CLIENT = AworldTaskClient(
know_hosts=["localhost:9999"]
)
async def _run_web_task(web_question_id: str) -> None:
"""Run a si... | 55 | 1,369 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/picsearch_server.py | .py | import asyncio
import json
import logging
import os
import sys
import aiohttp
from typing import List, Dict, Any, Optional
from dotenv import load_dotenv
from mcp.server import FastMCP
from pydantic import Field
from aworld.logs.util import logger
mcp = FastMCP("picsearch-server")
async def search_single(query: st... | 180 | 5,427 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/image_server.py | .py | """
Image MCP Server
This module provides MCP server functionality for image processing and analysis.
It handles image encoding, optimization, and various image analysis tasks such as
OCR (Optical Character Recognition) and visual reasoning.
The server supports both local image files and remote image URLs with proper... | 240 | 7,618 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/aworldsearch_server.py | .py | import asyncio
import json
import logging
import os
import sys
from typing import List, Dict, Any, Optional, Union
import aiohttp
from mcp.server import FastMCP
from mcp.types import TextContent
from pydantic import Field
mcp = FastMCP("aworldsearch-server")
async def search_single(query: str, num: int = 5) -> Optio... | 236 | 7,832 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/utils.py | .py | import asyncio
import json
import os
import tempfile
from typing import List, Optional, Tuple
from urllib.parse import urlparse
import requests
from mcp.server import FastMCP
from aworld.logs.util import logger
def get_mime_type(file_path: str, default_mime: Optional[str] = None) -> str:
"""
Detect MIME typ... | 194 | 6,426 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/gen_pic_server.py | .py | import os
import time
import json
import requests
import sys
from dotenv import load_dotenv
from mcp.server import FastMCP
from pydantic import Field
from typing_extensions import Any
from aworld.logs.util import logger
mcp = FastMCP("gen-pic-server")
@mcp.tool(description="Generate picture from text content")
def... | 166 | 5,554 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/browser_server.py | .py | """
Browser MCP Server
This module provides MCP server functionality for browser automation and interaction.
It handles tasks such as web scraping, form submission, and automated browsing.
Main functions:
- browse_url: Opens a URL and performs specified actions
- submit_form: Fills and submits forms on web pages
"""
... | 150 | 5,103 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/gen_audio_server.py | .py | import os
import time
import json
import requests
import sys
import hashlib
from dotenv import load_dotenv
from mcp.server import FastMCP
from pydantic import Field
from typing_extensions import Any
from aworld.logs.util import logger
mcp = FastMCP("gen-audio-server")
def calculate_sha256(plain_text):
"""
... | 197 | 6,297 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/document_server.py | .py | """
Document MCP Server
This module provides MCP server functionality for document processing and analysis.
It handles various document formats including:
- Text files
- PDF documents
- Word documents (DOCX)
- Excel spreadsheets
- PowerPoint presentations
- JSON and XML files
- Source code files
Each document type ha... | 999 | 34,968 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/audio_server.py | .py | import base64
import json
import os
import traceback
from typing import List
from mcp.server.fastmcp import FastMCP
from openai import OpenAI
from pydantic import Field
from aworld.logs.util import logger
from mcp_servers.utils import get_file_from_source
# Initialize MCP server
mcp = FastMCP("audio-server")
clien... | 150 | 4,458 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/video_server.py | .py | # pylint: disable=E1101
import base64
import os
import sys
import traceback
from dataclasses import dataclass
from typing import Any, Dict, List, Optional, Tuple
import cv2
import numpy as np
from dotenv import load_dotenv
from mcp.server.fastmcp import FastMCP
from openai import OpenAI
from pydantic import Field
fr... | 485 | 16,819 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/search_server.py | .py | """
Search MCP Server
This module provides MCP server functionality for performing web searches using various search engines.
It supports structured queries and returns formatted search results.
Key features:
- Perform web searches using Exa, Google, and DuckDuckGo
- Filter and format search results
- Validate and pr... | 166 | 4,776 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/reasoning_server.py | .py | import os
import sys
import traceback
from dotenv import load_dotenv
from mcp.server.fastmcp import FastMCP
from pydantic import Field
from aworld.config.conf import AgentConfig
from aworld.logs.util import logger
from aworld.models.llm import call_llm_model, get_llm_model
# Initialize MCP server
mcp = FastMCP("reas... | 103 | 3,223 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/e2b_code_server.py | .py | from e2b_code_interpreter import Sandbox
from pydantic import Field
from mcp.server.fastmcp import FastMCP
import os
# Initialize MCP server
mcp = FastMCP("e2b-code-server")
@mcp.tool(description="Upload local file to e2b sandbox.")
async def e2b_upload_file(
path: str = Field(
description="The local fil... | 97 | 2,577 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/download_server.py | .py | """
Download MCP Server
This module provides MCP server functionality for downloading files from URLs.
It handles various download scenarios with proper validation, error handling,
and progress tracking.
Key features:
- File downloading from HTTP/HTTPS URLs
- Download progress tracking
- File validation
- Safe file s... | 200 | 5,635 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/gen_video_server.py | .py | import os
import time
import json
import requests
import sys
from dotenv import load_dotenv
from mcp.server import FastMCP
from pydantic import Field
from typing_extensions import Any
from aworld.logs.util import logger
mcp = FastMCP("gen-video-server")
@mcp.tool(description="Generate video from text content")
def ... | 153 | 5,222 |
ai-agent-book | chapter9/gaia-experience/AWorld/aworlddistributed/mcp_servers/youtube_server.py | .py | """
Youtube Download MCP Server
This module provides MCP server functionality for downloading files from Youtube URLs.
It handles various download scenarios with proper validation, error handling,
and progress tracking.
Key features:
- File downloading from Youtube HTTP/HTTPS URLs
- Download progress tracking
- File ... | 280 | 9,494 |
ai-agent-book | chapter9/gaia-experience/AWorld/docs/outline.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import os
from collections import OrderedDict
from typing import List
import yaml
docs = "docs"
black_keys = ["Index"]
black_values = ["index.md"]
file_priority = {"Quickstart": ["Install", "Agent Construction", "Workflow Construction",
... | 82 | 2,421 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/test_state_manager.py | .py | import unittest
import uuid
import asyncio
import random
import time
from typing import List
import pytest
from aworld.core.event.base import Constants, Message
from aworld.runners.state_manager import (
EventRuntimeStateManager,
RunNode,
RunNodeBusiType,
RunNodeStatus,
RuntimeStateManager,
)
cl... | 239 | 8,950 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/base_test.py | .py |
import os
import random
import sys
import json
from pathlib import Path
from typing import Optional
import unittest
from aworld.core.context.prompts.string_prompt_template import StringPromptTemplate
# Add the project root to Python path
project_root = Path(__file__).parent.parent
sys.path.insert(0, str(project_root... | 106 | 3,328 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/opentelemetry_trace.py | .py | import os # noqa
# os.environ["START_TRACE_SERVER"] = "false" # noqa
os.environ["MONITOR_SERVICE_NAME"] = "otlp_example" # noqa
# os.environ["OTLP_TRACES_ENDPOINT"] = "http://localhost:4318/v1/traces"
# os.environ["METRICS_SYSTEM_ENABLED"] = "true"
# os.environ["LOGFIRE_WRITE_TOKEN"] = (
# "Your logfire write to... | 79 | 2,775 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/instrument_flask.py | .py | import threading
import flask
from aworld.trace.instrumentation.flask import instrument_flask
from aworld.trace.instrumentation.requests import instrument_requests
from aworld.logs.util import logger, trace_logger
import aworld.trace as trace
import os
from aworld.trace.config import ObservabilityConfig
os.environ["MO... | 46 | 1,192 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/agent_flow.py | .py | from aworld.trace.server import get_trace_server
from aworld.trace.constants import RunType, SPAN_NAME_PREFIX_EVENT_AGENT
from aworld.trace.instrumentation import semconv
def _get_agent_show_name(span: dict):
agent_name_prefix = SPAN_NAME_PREFIX_EVENT_AGENT
name = span.get("name")
if name and name.startsw... | 145 | 5,198 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/sofa_tracer.py | .py | import os # noqa: E402
os.environ["MONITOR_SERVICE_NAME"] = "otlp_example" # noqa
os.environ["ANT_OTEL_ENDPOINT"] = "https://antcollector.alipay.com/namespace/aworld/task/aworld/otlp/api/v1/metrics" # noqa
os.environ["OTLP_TRACES_ENDPOINT"] = "https://antcollector.alipay.com/namespace/aworld/task/aworld_trace/otlp/... | 70 | 2,443 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/span_cosumer.py | .py | import os
import json
from aworld.logs.util import logger, trace_logger
from typing import Sequence
import aworld.trace as trace
from aworld.trace.base import Span
from aworld.trace.span_cosumer import register_span_consumer, SpanConsumer
from aworld.logs.util import logger, trace_logger
os.environ["MONITOR_SERVICE_NA... | 30 | 968 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/autotrace_demo.py | .py | import time
class TestClassA:
def classa_function_1(self):
print("classa_function_1")
def classa_function_2(self):
time.sleep(0.02)
print("classa_function_2")
def classa_function_3(self):
print("classa_function_3")
class TestClassB:
def classb_function_1(self):
... | 24 | 557 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/asyncio_test.py | .py | import asyncio
import pytest
import aworld.trace as trace
from aworld.logs.util import logger
trace.configure()
async def async_handler(name):
async with trace.span("async_handler") as span:
logger.info(f"async_handler start {name}")
await asyncio.sleep(1)
logger.info(f"async_handler en... | 42 | 1,023 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/instrument_threading.py | .py | import threading
import aworld.trace as trace
import os
import time
from aworld.trace.instrumentation.threading import instrument_theading
from aworld.logs.util import logger, trace_logger
os.environ["MONITOR_SERVICE_NAME"] = "otlp_example"
trace.configure()
instrument_theading()
def child_thread_func():
logger.... | 26 | 731 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/instrument_fastapi.py | .py | import os
import time
import threading
from aworld.trace.config import ObservabilityConfig
from aworld.trace.instrumentation.fastapi import instrument_fastapi
from aworld.trace.instrumentation.requests import instrument_requests
from aworld.logs.util import logger, trace_logger
import aworld.trace as trace
from aworld.... | 55 | 1,458 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/trace_agent.py | .py | import traceback
from aworld.agents.llm_agent import Agent
from aworld.config.conf import AgentConfig, ConfigDict
from aworld.core.common import Observation, ActionModel
from typing import Dict, Any, List, Union
from aworld.core.tool.base import ToolFactory
from aworld.models.llm import call_llm_model, acall_llm_model
... | 253 | 9,197 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/metric/prometheus/prometheus_example.py | .py | import random
import time
from aworld.metrics.metric import MetricType
from aworld.metrics.context_manager import MetricContext, ApiMetricTracker
from aworld.metrics.template import MetricTemplate
MetricContext.configure(
provider="prometheus",
backend="console"
)
my_counter = MetricTemplate(
type=MetricT... | 49 | 1,117 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/trace/metric/opentelemetry/opentelemetry_example.py | .py | import random
import time
import os
os.environ["MONITOR_SERVICE_NAME"] = "otlp_example"
# os.environ["LOGFIRE_WRITE_TOKEN"] = ""
os.environ["ANT_OTEL_ENDPOINT"] = "https://antcollector.alipay.com/namespace/aworld/task/aworld/otlp/api/v1/metrics"
os.environ["METRICS_SYSTEM_ENABLED"] = "true"
from aworld.metrics.metric ... | 53 | 1,421 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/sandbox/run-inner-tool-test.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import json
import os
from dotenv import load_dotenv
from aworld.agents.llm_agent import Agent
from aworld.config.conf import AgentConfig, TaskConfig
from aworld.core.task import Task
from aworld.runner import Runners
from aworld.runners.callback.decor... | 111 | 4,569 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/sandbox/test_inner_tool.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import logging
def run():
from aworld.tools import get_function_tools
aworldsearch_server = get_function_tools("aworldsearch_server")
print(aworldsearch_server.list_tools())
res = aworldsearch_server.call_tool("search", {"query_list": ["Tencent fina... | 78 | 3,070 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/sandbox/run-test.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import json
import os
from dotenv import load_dotenv
from aworld.config.conf import AgentConfig, TaskConfig
from aworld.agents.llm_agent import Agent
from aworld.core.task import Task
from aworld.runner import Runners
async def run():
load_dotenv(... | 56 | 1,627 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/sandbox/inner_tools/another_function_tools.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import json
from typing import Dict, Any, List, Optional
from pydantic import Field
from aworld.tools import FunctionTools
# Create another function tool server with a different name
function = FunctionTools("another-server",
description="A... | 103 | 2,927 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/sandbox/inner_tools/gen_audio_server.py | .py | import asyncio
import json
import logging
import os
import sys
from typing import List, Dict, Any, Optional, Union
import aiohttp
from mcp.server import FastMCP
from mcp.types import TextContent
from pydantic import Field
mcp = FastMCP("aworldsearch-server")
async def search_single(query: str, num: int = 5) -> Optio... | 222 | 7,371 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/sandbox/inner_tools/aworldsearch_function_tools.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import json
import logging
import os
import pprint
from typing import List, Dict, Any, Optional, Union
import aiohttp
from mcp.types import TextContent
from pydantic import Field
from aworld.tools import FunctionTools
# Create function tools server
fu... | 227 | 7,820 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/replay_buffer/query_builder.py | .py | from aworld.replay_buffer.query_filter import QueryBuilder
from aworld.logs.util import logger
def example():
'''
expression: task_id = "123"
return :
{
'field': 'task_id',
'value': '123',
'op': 'eq'
}
'''
qb = QueryBuilder()
query = qb.eq("t... | 97 | 2,415 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/replay_buffer/multi_processing.py | .py | import time
import traceback
import multiprocessing
from aworld import replay_buffer
from aworld.core.common import ActionModel, Observation
from aworld.replay_buffer.base import ReplayBuffer, DataRow, ExpMeta, Experience
from aworld.replay_buffer.query_filter import QueryBuilder
from aworld.replay_buffer.storage.multi... | 99 | 3,579 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/replay_buffer/storage_redis.py | .py | import time
from aworld.replay_buffer.base import DataRow, ExpMeta, Experience
from aworld.replay_buffer.storage.redis import RedisStorage
from aworld.replay_buffer.query_filter import QueryBuilder
from aworld.core.common import Observation, ActionModel
from aworld.logs.util import logger
def generate_data_row() -> l... | 69 | 2,327 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/replay_buffer/storage_odps.py | .py | import time
from aworld.core.common import ActionModel, Observation
from aworld.replay_buffer.base import (
DataRow,
DefaultConverter,
ReplayBuffer,
ExpMeta,
Experience,
RandomTaskSample
)
from aworld.replay_buffer.query_filter import QueryBuilder
from aworld.logs.util import logger
from aworld.... | 66 | 2,108 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/replay_buffer/buffer.py | .py | import time
from aworld.core.common import ActionModel, Observation
from aworld.replay_buffer.base import (
DataRow,
DefaultConverter,
ReplayBuffer,
ExpMeta,
Experience,
RandomTaskSample
)
from aworld.replay_buffer.query_filter import QueryBuilder
from aworld.logs.util import logger
buffer = R... | 55 | 1,735 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/replay_buffer/query_filter.py | .py | import time
from aworld.replay_buffer.base import (
DataRow,
DefaultConverter,
ReplayBuffer,
ExpMeta,
Experience,
)
from aworld.core.common import ActionModel, Observation
from aworld.replay_buffer.query_filter import QueryBuilder, QueryFilter
from aworld.logs.util import logger
def filter():
... | 38 | 1,099 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/stream_run.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
import os
from dataclasses import dataclass, field
from dotenv import load_dotenv
from rich.table import Table
from rich.status import Status
from rich.console import Console
from aworld.agents.llm_agent import Agent
from aworld.config.conf import AgentC... | 123 | 4,475 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/callback/simple_callback.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
Simple tool callback example, demonstrating the basic functionality of callback registration and execution.
"""
# Import business package, its __init__.py will automatically import and register callback functions
import business
from aworld.runners.callback.decora... | 48 | 1,425 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/callback/test_env.py | .py | import os
def main():
from dotenv import load_dotenv
load_dotenv()
print(os.environ)
uid = os.getenv('AWORLD_SEARCH_UID')
print(uid)
if __name__ == "__main__":
main() | 12 | 193 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/callback/run-test.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import json
import os
from dotenv import load_dotenv
from aworld.agents.llm_agent import Agent
from aworld.config.conf import AgentConfig, TaskConfig
from aworld.core.task import Task
from aworld.runner import Runners
from aworld.runners.callback.decorator import reg... | 98 | 3,977 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/callback/business/callbacks.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
"""
Callback function registration module, used for centralized management and registration of all callback functions.
"""
from aworld.runners.callback.decorator import reg_callback, CallbackRegistry
# Register a simple callback function
@reg_callback("print_content... | 51 | 1,418 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/callback/business/video_callback.py | .py | import json
import os
import time
import requests
from aworld.core.common import Observation, ActionResult, CallbackResult, CallbackActionType
from typing_extensions import Any
from aworld.runners.callback.decorator import reg_callback
from aworld.logs.util import logger
@reg_callback("gen_video_server__video_tasks... | 102 | 3,885 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/runners/hook/llm_hook.py | .py |
from aworld.core.agent.base import AgentFactory
from aworld.core.context.base import Context
from aworld.core.event.base import Message
from aworld.runners.hook.hooks import PreLLMCallHook, PostLLMCallHook
from aworld.runners.hook.hook_factory import HookFactory
from aworld.utils.common import convert_to_snake
@Hook... | 32 | 1,173 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/context/test_context_compressor.py | .py | import os
import sys
from pathlib import Path
import unittest
# Add the project root to Python path
project_root = Path(__file__).parent.parent.parent
sys.path.insert(0, str(project_root))
from aworld.config.conf import AgentConfig, ModelConfig, ContextRuleConfig, OptimizationConfig, LlmCompressionConfig
from aworld.... | 111 | 4,364 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/context/test_context_management.py | .py | import asyncio
import os
import sys
from pathlib import Path
import unittest
# Add the project root to Python path
project_root = Path(__file__).parent.parent.parent
sys.path.insert(0, str(project_root))
from aworld.core.context.session import Session
from aworld.core.agent.swarm import Swarm
from tests.base_test imp... | 171 | 6,815 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/context/test_prompt_template.py | .py | # Add the project root to Python path
from pathlib import Path
import sys
import unittest
project_root = Path(__file__).parent.parent.parent
print(project_root)
sys.path.insert(0, str(project_root))
from aworld.agents.llm_agent import Agent
from tests.base_test import assertEqual, init_agent, run_agent, run_task
from... | 125 | 4,917 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/mcp/streamable_http.py | .py | import mcp
from mcp.client.streamable_http import streamablehttp_client
import json
import base64
config = {
"githubPersonalAccessToken": "token"
}
# Encode config in base64
config_b64 = base64.b64encode(json.dumps(config).encode()).decode()
api_key = "fkey"
# Create server URL
url = f"https://url?config={config_b6... | 31 | 1,013 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/mcp/streamable_server.py | .py | import random
import requests
from mcp.server.fastmcp import FastMCP
from pydantic import Field
# Create server
mcp = FastMCP("streamable-server")
@mcp.tool(description="Perform addition operation")
def add(a: int=Field(
description="First number",
), b: int=Field(
description="Second number",
... | 41 | 958 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/gym_demo/run.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
from aworld.config import RunConfig
from aworld.config.conf import AgentConfig
from aworld.core.task import Task
from aworld.runner import Runners
from tests.gym_demo.agent import GymDemoAgent as GymAgent
async def main():
agent = GymAgent(name="g... | 24 | 802 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/gym_demo/agent.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
from typing import Any, Dict, Union, List
from examples.common.tools.common import Tools
from aworld.config.conf import AgentConfig, ConfigDict
from aworld.agents.llm_agent import Agent
from aworld.core.common import Observation, ActionModel
class GymDemoAgent(Agent... | 35 | 1,254 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/memory/utils.py | .py | import os
from dotenv import load_dotenv
from aworld.core.memory import MemoryConfig, EmbeddingsConfig, VectorDBConfig, \
MemoryLLMConfig
from aworld.memory.db.postgres import PostgresMemoryStore
from aworld.memory.main import MemoryFactory
def init_memory():
load_dotenv()
MemoryFactory.init(
c... | 68 | 2,083 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/memory/multi_turn_task.py | .py | # coding: utf-8
# Copyright (c) 2025 inclusionAI.
import asyncio
from asyncio.log import logger
from datetime import datetime
from dotenv import load_dotenv
from tests.memory.agent.self_evolving_agent import SuperAgent
from tests.memory.utils import init_postgres_memory
async def _run_single_session_examples() -> N... | 141 | 4,837 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/memory/single_turn_task.py | .py | import asyncio
from dotenv import load_dotenv
from tests.memory.agent.self_evolving_agent import SuperAgent
async def _run_single_task_examples() -> None:
"""
Run examples with a single task.
Demonstrates basic agent interaction with outdoor sports topic.
"""
super_agent = SuperAgent(id="super_a... | 22 | 739 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/memory/prompts.py | .py | SELF_EVOLVING_AGENT_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.... | 138 | 5,677 |
ai-agent-book | chapter9/gaia-experience/AWorld/tests/memory/short_term/inmemory_memory_store.py | .py | import asyncio
import logging
from dotenv import load_dotenv
from aworld.memory.main import MemoryFactory
from aworld.memory.models import MessageMetadata
from tests.memory.short_term.utils import add_mock_messages
async def run():
load_dotenv()
MemoryFactory.init()
memory = MemoryFactory.instance()
... | 38 | 936 |
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