Spaces:
Running
Running
Robin Chiu
commited on
Commit
·
07cc8e5
1
Parent(s):
e225706
Move model to env and add exception
Browse files
app.py
CHANGED
|
@@ -4,30 +4,46 @@ from bs4 import BeautifulSoup
|
|
| 4 |
import gradio as gr
|
| 5 |
|
| 6 |
def parse_news_item(html: str) -> dict:
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
|
|
|
|
|
|
|
|
|
| 31 |
|
| 32 |
|
| 33 |
# %%
|
|
@@ -41,26 +57,40 @@ def search_news(keyword, page=1) -> list:
|
|
| 41 |
|
| 42 |
Returns:
|
| 43 |
A list of dictionaries containing link, time, headline and text of news article data.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44 |
"""
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 64 |
|
| 65 |
# search_news('台積電', 1) # Example usage to fetch news articles related to '台積電'
|
| 66 |
|
|
@@ -75,33 +105,44 @@ def get_content(url) -> dict:
|
|
| 75 |
|
| 76 |
Returns:
|
| 77 |
A dictionary containing the title, text content, and HTML of the page.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 78 |
"""
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 99 |
|
| 100 |
# %%
|
| 101 |
from smolagents import Tool, CodeAgent, LiteLLMModel, ToolCollection, ActionStep, FinalAnswerStep
|
| 102 |
import os
|
| 103 |
|
| 104 |
-
|
|
|
|
| 105 |
url = "https://robin0307-newsmcp.hf.space/gradio_api/mcp/sse"
|
| 106 |
server_parameters = {"url": url, "transport": "sse"}
|
| 107 |
|
|
@@ -114,18 +155,26 @@ def newsAgent(task: str) -> str:
|
|
| 114 |
|
| 115 |
Returns:
|
| 116 |
The result of the Task.
|
|
|
|
|
|
|
|
|
|
| 117 |
"""
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
|
| 126 |
-
|
| 127 |
-
|
| 128 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 129 |
|
| 130 |
# get_content('https://money.udn.com/money/story/5612/8832289?from=edn_search_result') # Example usage to fetch content from a specific URL
|
| 131 |
|
|
|
|
| 4 |
import gradio as gr
|
| 5 |
|
| 6 |
def parse_news_item(html: str) -> dict:
|
| 7 |
+
"""
|
| 8 |
+
Parse HTML of a news item to extract link, time, headline, and text.
|
| 9 |
+
|
| 10 |
+
Args:
|
| 11 |
+
html: The HTML string of a news item.
|
| 12 |
+
|
| 13 |
+
Returns:
|
| 14 |
+
A dictionary containing link, time, headline, and text.
|
| 15 |
+
|
| 16 |
+
Raises:
|
| 17 |
+
Exception: For parsing errors or other unexpected errors.
|
| 18 |
+
"""
|
| 19 |
+
try:
|
| 20 |
+
soup = BeautifulSoup(html, "html.parser")
|
| 21 |
|
| 22 |
+
# Get the anchor tag containing the link
|
| 23 |
+
link_tag = soup.find("a", href=True)
|
| 24 |
+
link = link_tag["href"] if link_tag else None
|
| 25 |
|
| 26 |
+
# Get the headline inside <h3>
|
| 27 |
+
headline_tag = soup.find("h3", class_="story__headline")
|
| 28 |
+
headline = headline_tag.get_text(strip=True) if headline_tag else None
|
| 29 |
|
| 30 |
+
# Get the text inside <p>
|
| 31 |
+
text_tag = soup.find("p", class_="story__text")
|
| 32 |
+
text = text_tag.get_text(strip=True) if text_tag else None
|
| 33 |
|
| 34 |
+
# Get the time inside <time>
|
| 35 |
+
time_tag = soup.find("time")
|
| 36 |
+
time = time_tag.get_text(strip=True) if time_tag else None
|
| 37 |
|
| 38 |
+
return {
|
| 39 |
+
"link": link,
|
| 40 |
+
"time": time,
|
| 41 |
+
"headline": headline,
|
| 42 |
+
"text": text,
|
| 43 |
+
}
|
| 44 |
+
except Exception as e:
|
| 45 |
+
print(f"Error parsing news item: {e}")
|
| 46 |
+
raise
|
| 47 |
|
| 48 |
|
| 49 |
# %%
|
|
|
|
| 57 |
|
| 58 |
Returns:
|
| 59 |
A list of dictionaries containing link, time, headline and text of news article data.
|
| 60 |
+
|
| 61 |
+
Raises:
|
| 62 |
+
requests.RequestException: If there's an error fetching data from the URL.
|
| 63 |
+
Exception: For other unexpected errors.
|
| 64 |
"""
|
| 65 |
+
try:
|
| 66 |
+
url = f"https://money.udn.com/search/result/1001/{keyword}/{page}"
|
| 67 |
+
response = requests.get(url)
|
| 68 |
+
|
| 69 |
+
if response.status_code != 200:
|
| 70 |
+
raise requests.RequestException(f"Failed to retrieve data: {response.status_code}")
|
| 71 |
+
|
| 72 |
+
soup = BeautifulSoup(response.text, 'html.parser')
|
| 73 |
+
articles = soup.select('div > div > main > section > ul > li')
|
| 74 |
+
|
| 75 |
+
results = []
|
| 76 |
+
for article in articles:
|
| 77 |
+
try:
|
| 78 |
+
article_html = article.prettify()
|
| 79 |
+
data = parse_news_item(article_html)
|
| 80 |
+
# change dict to list
|
| 81 |
+
data_list = list(data.values())
|
| 82 |
+
results.append(data_list)
|
| 83 |
+
except Exception as e:
|
| 84 |
+
print(f"Error parsing article: {e}")
|
| 85 |
+
continue
|
| 86 |
+
|
| 87 |
+
return results
|
| 88 |
+
except requests.RequestException as e:
|
| 89 |
+
print(f"Network error in search_news: {e}")
|
| 90 |
+
raise
|
| 91 |
+
except Exception as e:
|
| 92 |
+
print(f"Unexpected error in search_news: {e}")
|
| 93 |
+
raise
|
| 94 |
|
| 95 |
# search_news('台積電', 1) # Example usage to fetch news articles related to '台積電'
|
| 96 |
|
|
|
|
| 105 |
|
| 106 |
Returns:
|
| 107 |
A dictionary containing the title, text content, and HTML of the page.
|
| 108 |
+
|
| 109 |
+
Raises:
|
| 110 |
+
requests.RequestException: If there's an error fetching data from the URL.
|
| 111 |
+
Exception: For other unexpected errors.
|
| 112 |
"""
|
| 113 |
+
try:
|
| 114 |
+
response = requests.get(url)
|
| 115 |
+
|
| 116 |
+
if response.status_code != 200:
|
| 117 |
+
raise requests.RequestException(f"Failed to retrieve {url}: {response.status_code}")
|
| 118 |
+
|
| 119 |
+
soup = BeautifulSoup(response.text, 'html.parser')
|
| 120 |
+
|
| 121 |
+
# using select to get the text inside the #article_body
|
| 122 |
+
# This assumes the content is inside an element with id="article_body"
|
| 123 |
+
article_body = soup.select_one('#article_body')
|
| 124 |
+
text_content = ''
|
| 125 |
+
if article_body:
|
| 126 |
+
text_content = article_body.get_text(separator='\n', strip=True)
|
| 127 |
+
|
| 128 |
+
return {
|
| 129 |
+
'link': url,
|
| 130 |
+
'title': soup.title.string if soup.title else 'No title',
|
| 131 |
+
'text': text_content
|
| 132 |
+
}
|
| 133 |
+
except requests.RequestException as e:
|
| 134 |
+
print(f"Network error in get_content: {e}")
|
| 135 |
+
raise
|
| 136 |
+
except Exception as e:
|
| 137 |
+
print(f"Unexpected error in get_content: {e}")
|
| 138 |
+
raise
|
| 139 |
|
| 140 |
# %%
|
| 141 |
from smolagents import Tool, CodeAgent, LiteLLMModel, ToolCollection, ActionStep, FinalAnswerStep
|
| 142 |
import os
|
| 143 |
|
| 144 |
+
model_name = os.environ.get("AI_MODEL", "openrouter/qwen/qwen-2.5-coder-32b-instruct:free")
|
| 145 |
+
model = LiteLLMModel(model_name, api_key=os.environ["OPENROUTER_API_KEY"])
|
| 146 |
url = "https://robin0307-newsmcp.hf.space/gradio_api/mcp/sse"
|
| 147 |
server_parameters = {"url": url, "transport": "sse"}
|
| 148 |
|
|
|
|
| 155 |
|
| 156 |
Returns:
|
| 157 |
The result of the Task.
|
| 158 |
+
|
| 159 |
+
Raises:
|
| 160 |
+
Exception: For errors during agent execution.
|
| 161 |
"""
|
| 162 |
+
try:
|
| 163 |
+
result = ""
|
| 164 |
+
with ToolCollection.from_mcp(server_parameters, trust_remote_code=True) as mcp_tools:
|
| 165 |
+
agent = CodeAgent(tools=[*mcp_tools.tools[:2]], model=model)
|
| 166 |
+
for event in agent.run(task, stream=True, max_steps=5):
|
| 167 |
+
if isinstance(event, ActionStep):
|
| 168 |
+
result += f"\n## ======Step {event.step_number}======\n### Action\n```python\n{event.code_action}\n```\n### Observation\n{event.observations}"
|
| 169 |
+
# yield result
|
| 170 |
+
if isinstance(event, FinalAnswerStep):
|
| 171 |
+
result += f"\n## ======Final======\n{event.output}"
|
| 172 |
+
# yield result
|
| 173 |
+
return result
|
| 174 |
+
except Exception as e:
|
| 175 |
+
error_msg = f"Error in newsAgent: {e}"
|
| 176 |
+
print(error_msg)
|
| 177 |
+
raise Exception(error_msg) from e
|
| 178 |
|
| 179 |
# get_content('https://money.udn.com/money/story/5612/8832289?from=edn_search_result') # Example usage to fetch content from a specific URL
|
| 180 |
|