Spaces:
Sleeping
Sleeping
Upload 2 files
Browse files- examples/tools/apis/actions.py +259 -0
- examples/tools/apis/search_api.py +14 -0
examples/tools/apis/actions.py
ADDED
|
@@ -0,0 +1,259 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# coding: utf-8
|
| 2 |
+
|
| 3 |
+
import json
|
| 4 |
+
import os
|
| 5 |
+
|
| 6 |
+
import requests
|
| 7 |
+
|
| 8 |
+
from typing import Tuple, Any, List, Dict
|
| 9 |
+
|
| 10 |
+
from examples.tools.tool_action import SearchAction
|
| 11 |
+
from aworld.core.tool.action_factory import ActionFactory
|
| 12 |
+
from aworld.core.common import ActionModel, ActionResult
|
| 13 |
+
from aworld.logs.util import logger
|
| 14 |
+
from aworld.utils import import_package
|
| 15 |
+
from aworld.core.tool.action import ExecutableAction
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
@ActionFactory.register(name=SearchAction.WIKI.value.name,
|
| 19 |
+
desc=SearchAction.WIKI.value.desc,
|
| 20 |
+
tool_name='search_api')
|
| 21 |
+
class SearchWiki(ExecutableAction):
|
| 22 |
+
def __init__(self):
|
| 23 |
+
import_package("wikipedia")
|
| 24 |
+
|
| 25 |
+
def act(self, action: ActionModel, **kwargs) -> Tuple[ActionResult, Any]:
|
| 26 |
+
import wikipedia
|
| 27 |
+
|
| 28 |
+
query = action.params.get("query")
|
| 29 |
+
logger.info(f"Calling search_wiki api with query: {query}")
|
| 30 |
+
|
| 31 |
+
result: str = ''
|
| 32 |
+
try:
|
| 33 |
+
page = wikipedia.page(query)
|
| 34 |
+
result_dict = {
|
| 35 |
+
'url': page.url,
|
| 36 |
+
'title': page.title,
|
| 37 |
+
'content': page.content,
|
| 38 |
+
}
|
| 39 |
+
result = str(result_dict)
|
| 40 |
+
except wikipedia.exceptions.DisambiguationError as e:
|
| 41 |
+
result = wikipedia.summary(
|
| 42 |
+
e.options[0], sentences=5, auto_suggest=False
|
| 43 |
+
)
|
| 44 |
+
except wikipedia.exceptions.PageError:
|
| 45 |
+
result = (
|
| 46 |
+
"There is no page in Wikipedia corresponding to entity "
|
| 47 |
+
f"{query}, please specify another word to describe the"
|
| 48 |
+
" entity to be searched."
|
| 49 |
+
)
|
| 50 |
+
except Exception as e:
|
| 51 |
+
logger.error(f"An exception occurred during the search: {e}")
|
| 52 |
+
result = f"An exception occurred during the search: {e}"
|
| 53 |
+
logger.debug(f"wiki result: {result}")
|
| 54 |
+
return ActionResult(content=result, keep=True, is_done=True), None
|
| 55 |
+
|
| 56 |
+
|
| 57 |
+
@ActionFactory.register(name=SearchAction.DUCK_GO.value.name,
|
| 58 |
+
desc=SearchAction.DUCK_GO.value.desc,
|
| 59 |
+
tool_name="search_api")
|
| 60 |
+
class Duckduckgo(ExecutableAction):
|
| 61 |
+
def __init__(self):
|
| 62 |
+
import_package("duckduckgo_search")
|
| 63 |
+
|
| 64 |
+
def act(self, action: ActionModel, **kwargs) -> Tuple[ActionResult, Any]:
|
| 65 |
+
r"""Use DuckDuckGo search engine to search information for
|
| 66 |
+
the given query.
|
| 67 |
+
|
| 68 |
+
This function queries the DuckDuckGo API for related topics to
|
| 69 |
+
the given search term. The results are formatted into a list of
|
| 70 |
+
dictionaries, each representing a search result.
|
| 71 |
+
|
| 72 |
+
Args:
|
| 73 |
+
query (str): The query to be searched.
|
| 74 |
+
source (str): The type of information to query (e.g., "text",
|
| 75 |
+
"images", "videos"). Defaults to "text".
|
| 76 |
+
max_results (int): Max number of results, defaults to `5`.
|
| 77 |
+
|
| 78 |
+
Returns:
|
| 79 |
+
List[Dict[str, Any]]: A list of dictionaries where each dictionary
|
| 80 |
+
represents a search result.
|
| 81 |
+
"""
|
| 82 |
+
|
| 83 |
+
from duckduckgo_search import DDGS
|
| 84 |
+
|
| 85 |
+
params = action.params
|
| 86 |
+
query = params.get("query")
|
| 87 |
+
max_results = params.get("max_results", 5)
|
| 88 |
+
source = params.get("source", "text")
|
| 89 |
+
|
| 90 |
+
logger.debug(f"Calling search_duckduckgo function with query: {query}")
|
| 91 |
+
|
| 92 |
+
ddgs = DDGS()
|
| 93 |
+
responses: List[Dict[str, Any]] = []
|
| 94 |
+
|
| 95 |
+
if source == "text":
|
| 96 |
+
try:
|
| 97 |
+
results = ddgs.text(keywords=query, max_results=max_results)
|
| 98 |
+
except Exception as e:
|
| 99 |
+
# Handle specific exceptions or general request exceptions
|
| 100 |
+
responses.append({"error": f"duckduckgo search failed.{e}"})
|
| 101 |
+
return ActionResult(content="duckduckgo search failed", keep=True), responses
|
| 102 |
+
|
| 103 |
+
for i, result in enumerate(results, start=1):
|
| 104 |
+
# Creating a response object with a similar structure
|
| 105 |
+
response = {
|
| 106 |
+
"result_id": i,
|
| 107 |
+
"title": result["title"],
|
| 108 |
+
"description": result["body"],
|
| 109 |
+
"url": result["href"],
|
| 110 |
+
}
|
| 111 |
+
responses.append(response)
|
| 112 |
+
elif source == "images":
|
| 113 |
+
try:
|
| 114 |
+
results = ddgs.images(keywords=query, max_results=max_results)
|
| 115 |
+
except Exception as e:
|
| 116 |
+
# Handle specific exceptions or general request exceptions
|
| 117 |
+
responses.append({"error": f"duckduckgo search failed.{e}"})
|
| 118 |
+
return ActionResult(content="duckduckgo search failed", keep=True), responses
|
| 119 |
+
|
| 120 |
+
# Iterate over results found
|
| 121 |
+
for i, result in enumerate(results, start=1):
|
| 122 |
+
# Creating a response object with a similar structure
|
| 123 |
+
response = {
|
| 124 |
+
"result_id": i,
|
| 125 |
+
"title": result["title"],
|
| 126 |
+
"image": result["image"],
|
| 127 |
+
"url": result["url"],
|
| 128 |
+
"source": result["source"],
|
| 129 |
+
}
|
| 130 |
+
responses.append(response)
|
| 131 |
+
elif source == "videos":
|
| 132 |
+
try:
|
| 133 |
+
results = ddgs.videos(keywords=query, max_results=max_results)
|
| 134 |
+
except Exception as e:
|
| 135 |
+
# Handle specific exceptions or general request exceptions
|
| 136 |
+
responses.append({"error": f"duckduckgo search failed.{e}"})
|
| 137 |
+
return ActionResult(content="duckduckgo search failed", keep=True), responses
|
| 138 |
+
|
| 139 |
+
# Iterate over results found
|
| 140 |
+
for i, result in enumerate(results, start=1):
|
| 141 |
+
# Creating a response object with a similar structure
|
| 142 |
+
response = {
|
| 143 |
+
"result_id": i,
|
| 144 |
+
"title": result["title"],
|
| 145 |
+
"description": result["description"],
|
| 146 |
+
"embed_url": result["embed_url"],
|
| 147 |
+
"publisher": result["publisher"],
|
| 148 |
+
"duration": result["duration"],
|
| 149 |
+
"published": result["published"],
|
| 150 |
+
}
|
| 151 |
+
responses.append(response)
|
| 152 |
+
logger.debug(f"Search results: {responses}")
|
| 153 |
+
return ActionResult(content=json.dumps(responses), keep=True, is_done=True), None
|
| 154 |
+
|
| 155 |
+
|
| 156 |
+
@ActionFactory.register(name=SearchAction.GOOGLE.value.name,
|
| 157 |
+
desc=SearchAction.GOOGLE.value.desc,
|
| 158 |
+
tool_name="search_api")
|
| 159 |
+
class SearchGoogle(ExecutableAction):
|
| 160 |
+
def act(self, action: ActionModel, **kwargs) -> Tuple[ActionResult, Any]:
|
| 161 |
+
query = action.params.get("query")
|
| 162 |
+
num_result_pages = action.params.get("num_result_pages", 6)
|
| 163 |
+
# https://developers.google.com/custom-search/v1/overview
|
| 164 |
+
api_key = action.params.get("api_key", os.environ.get("GOOGLE_API_KEY"))
|
| 165 |
+
# https://cse.google.com/cse/all
|
| 166 |
+
engine_id = action.params.get("engine_id", os.environ.get("GOOGLE_ENGINE_ID"))
|
| 167 |
+
logger.debug(f"Calling search_google function with query: {query}")
|
| 168 |
+
|
| 169 |
+
# Using the first page
|
| 170 |
+
start_page_idx = 1
|
| 171 |
+
# Different language may get different result
|
| 172 |
+
search_language = "en"
|
| 173 |
+
# How many pages to return
|
| 174 |
+
num_result_pages = num_result_pages
|
| 175 |
+
# Constructing the URL
|
| 176 |
+
# Doc: https://developers.google.com/custom-search/v1/using_rest
|
| 177 |
+
url = f"https://www.googleapis.com/customsearch/v1?key={api_key}&cx={engine_id}&q={query}&start={start_page_idx}&lr={search_language}&num={num_result_pages}"
|
| 178 |
+
responses = []
|
| 179 |
+
try:
|
| 180 |
+
result = requests.get(url)
|
| 181 |
+
result.raise_for_status()
|
| 182 |
+
data = result.json()
|
| 183 |
+
|
| 184 |
+
# Get the result items
|
| 185 |
+
if "items" in data:
|
| 186 |
+
search_items = data.get("items")
|
| 187 |
+
|
| 188 |
+
for i, search_item in enumerate(search_items, start=1):
|
| 189 |
+
# Check metatags are present
|
| 190 |
+
if "pagemap" not in search_item:
|
| 191 |
+
continue
|
| 192 |
+
if "metatags" not in search_item["pagemap"]:
|
| 193 |
+
continue
|
| 194 |
+
if "og:description" in search_item["pagemap"]["metatags"][0]:
|
| 195 |
+
long_description = search_item["pagemap"]["metatags"][0]["og:description"]
|
| 196 |
+
else:
|
| 197 |
+
long_description = "N/A"
|
| 198 |
+
# Get the page title
|
| 199 |
+
title = search_item.get("title")
|
| 200 |
+
# Page snippet
|
| 201 |
+
snippet = search_item.get("snippet")
|
| 202 |
+
|
| 203 |
+
# Extract the page url
|
| 204 |
+
link = search_item.get("link")
|
| 205 |
+
response = {
|
| 206 |
+
"result_id": i,
|
| 207 |
+
"title": title,
|
| 208 |
+
"description": snippet,
|
| 209 |
+
"long_description": long_description,
|
| 210 |
+
"url": link,
|
| 211 |
+
}
|
| 212 |
+
if "huggingface.co" in link:
|
| 213 |
+
logger.warning(f"Filter out the link: {link}")
|
| 214 |
+
continue
|
| 215 |
+
responses.append(response)
|
| 216 |
+
else:
|
| 217 |
+
responses.append({"error": f"google search failed with response: {data}"})
|
| 218 |
+
except Exception as e:
|
| 219 |
+
logger.error(f"Google search failed with error: {e}")
|
| 220 |
+
responses.append({"error": f"google search failed with error: {e}"})
|
| 221 |
+
|
| 222 |
+
if len(responses) == 0:
|
| 223 |
+
responses.append(
|
| 224 |
+
"No relevant webpages found. Please simplify your query and expand the search space as much as you can, then try again.")
|
| 225 |
+
logger.debug(f"search result: {responses}")
|
| 226 |
+
responses.append(
|
| 227 |
+
"If the search result does not contain the information you want, please make reflection on your query: what went well, what didn't, then refine your search plan.")
|
| 228 |
+
return ActionResult(content=json.dumps(responses), keep=True, is_done=True), None
|
| 229 |
+
|
| 230 |
+
|
| 231 |
+
@ActionFactory.register(name=SearchAction.BAIDU.value.name,
|
| 232 |
+
desc=SearchAction.BAIDU.value.desc,
|
| 233 |
+
tool_name="search_api")
|
| 234 |
+
class SearchBaidu(ExecutableAction):
|
| 235 |
+
def __init__(self):
|
| 236 |
+
import_package("baidusearch")
|
| 237 |
+
|
| 238 |
+
def act(self, action: ActionModel, **kwargs) -> Tuple[ActionResult, Any]:
|
| 239 |
+
from baidusearch.baidusearch import search
|
| 240 |
+
|
| 241 |
+
query = action.params.get("query")
|
| 242 |
+
num_results = action.params.get("num_results", 6)
|
| 243 |
+
num_results = int(num_results)
|
| 244 |
+
logger.debug(f"Calling search_baidu with query: {query}")
|
| 245 |
+
|
| 246 |
+
responses = []
|
| 247 |
+
try:
|
| 248 |
+
responses = search(query, num_results=num_results)
|
| 249 |
+
except Exception as e:
|
| 250 |
+
logger.error(f"Baidu search failed with error: {e}")
|
| 251 |
+
responses.append({"error": f"baidu search failed with error: {e}"})
|
| 252 |
+
|
| 253 |
+
if len(responses) == 0:
|
| 254 |
+
responses.append(
|
| 255 |
+
"No relevant webpages found. Please simplify your query and expand the search space as much as you can, then try again.")
|
| 256 |
+
logger.debug(f"search result: {responses}")
|
| 257 |
+
responses.append(
|
| 258 |
+
"If the search result does not contain the information you want, please make reflection on your query: what went well, what didn't, then refine your search plan.")
|
| 259 |
+
return ActionResult(content=json.dumps(responses), keep=True, is_done=True), None
|
examples/tools/apis/search_api.py
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# coding: utf-8
|
| 2 |
+
# Copyright (c) 2025 inclusionAI.
|
| 3 |
+
|
| 4 |
+
from aworld.core.tool.base import ToolFactory
|
| 5 |
+
from aworld.tools.template_tool import TemplateTool
|
| 6 |
+
from examples.tools.tool_action import SearchAction
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
@ToolFactory.register(name="search_api",
|
| 10 |
+
desc="search tool",
|
| 11 |
+
supported_action=SearchAction,
|
| 12 |
+
conf_file_name=f'search_api_tool.yaml')
|
| 13 |
+
class SearchTool(TemplateTool):
|
| 14 |
+
"""Search Tool"""
|