danielkorat commited on
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987f003
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1 Parent(s): 1056960

Update app.py

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Files changed (1) hide show
  1. app.py +237 -2
app.py CHANGED
@@ -7,6 +7,230 @@ from tools.final_answer import FinalAnswerTool
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  from Gradio_UI import GradioUI
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10
  # Below is an example of a tool that does nothing. Amaze us with your creativity !
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  @tool
12
  def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
@@ -47,17 +271,28 @@ custom_role_conversions=None,
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  # Import tool from Hub
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  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
 
50
 
51
  with open("prompts.yaml", 'r') as stream:
52
  prompt_templates = yaml.safe_load(stream)
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54
  agent = CodeAgent(
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  model=model,
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- tools=[final_answer, DuckDuckGoSearchTool(), image_generation_tool],
 
 
 
 
 
 
 
 
 
 
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  max_steps=10,
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  verbosity_level=4,
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  grammar=None,
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- planning_interval=None,
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  name=None,
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  description=None,
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  prompt_templates=prompt_templates
 
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  from Gradio_UI import GradioUI
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+
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+ from typing import Optional
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+
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+ import requests
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+
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+ # from smolagents.agents import ToolCallingAgent
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+ from smolagents import CodeAgent, HfApiModel, tool
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+
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+
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+ # Choose which LLM engine to use!
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+ model = HfApiModel()
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+ # model = TransformersModel(model_id="meta-llama/Llama-3.2-2B-Instruct")
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+
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+ # For anthropic: change model_id below to 'anthropic/claude-3-5-sonnet-20240620'
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+ # model = LiteLLMModel(model_id="gpt-4o")
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+
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+
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+ @tool
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+ def get_weather(location: str, celsius: Optional[bool] = False) -> str:
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+ """
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+ Get the current weather at the given location using the WeatherStack API.
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+
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+ Args:
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+ location: The location (city name).
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+ celsius: Whether to return the temperature in Celsius (default is False, which returns Fahrenheit).
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+
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+ Returns:
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+ A string describing the current weather at the location.
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+ """
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+ api_key = "your_api_key" # Replace with your API key from https://weatherstack.com/
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+ units = "m" if celsius else "f" # 'm' for Celsius, 'f' for Fahrenheit
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+
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+ url = f"http://api.weatherstack.com/current?access_key={api_key}&query={location}&units={units}"
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+
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+ try:
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+ response = requests.get(url)
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+ response.raise_for_status() # Raise an exception for HTTP errors
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+
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+ data = response.json()
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+
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+ if data.get("error"): # Check if there's an error in the response
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+ return f"Error: {data['error'].get('info', 'Unable to fetch weather data.')}"
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+
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+ weather = data["current"]["weather_descriptions"][0]
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+ temp = data["current"]["temperature"]
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+ temp_unit = "°C" if celsius else "°F"
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+
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+ return f"The current weather in {location} is {weather} with a temperature of {temp} {temp_unit}."
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+
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+ except requests.exceptions.RequestException as e:
60
+ return f"Error fetching weather data: {str(e)}"
61
+
62
+
63
+ @tool
64
+ def convert_currency(amount: float, from_currency: str, to_currency: str) -> str:
65
+ """
66
+ Converts a specified amount from one currency to another using the ExchangeRate-API.
67
+
68
+ Args:
69
+ amount: The amount of money to convert.
70
+ from_currency: The currency code of the currency to convert from (e.g., 'USD').
71
+ to_currency: The currency code of the currency to convert to (e.g., 'EUR').
72
+
73
+ Returns:
74
+ str: A string describing the converted amount in the target currency, or an error message if the conversion fails.
75
+
76
+ Raises:
77
+ requests.exceptions.RequestException: If there is an issue with the HTTP request to the ExchangeRate-API.
78
+ """
79
+ api_key = "your_api_key" # Replace with your actual API key from https://www.exchangerate-api.com/
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+ url = f"https://v6.exchangerate-api.com/v6/{api_key}/latest/{from_currency}"
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+
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+ try:
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+ response = requests.get(url)
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+ response.raise_for_status()
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+
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+ data = response.json()
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+ exchange_rate = data["conversion_rates"].get(to_currency)
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+
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+ if not exchange_rate:
90
+ return f"Error: Unable to find exchange rate for {from_currency} to {to_currency}."
91
+
92
+ converted_amount = amount * exchange_rate
93
+ return f"{amount} {from_currency} is equal to {converted_amount} {to_currency}."
94
+
95
+ except requests.exceptions.RequestException as e:
96
+ return f"Error fetching conversion data: {str(e)}"
97
+
98
+
99
+ @tool
100
+ def get_news_headlines() -> str:
101
+ """
102
+ Fetches the top news headlines from the News API for the United States.
103
+ This function makes a GET request to the News API to retrieve the top news headlines
104
+ for the United States. It returns the titles and sources of the top 5 articles as a
105
+ formatted string. If no articles are available, it returns a message indicating that
106
+ no news is available. In case of a request error, it returns an error message.
107
+ Returns:
108
+ str: A string containing the top 5 news headlines and their sources, or an error message.
109
+ """
110
+ api_key = "your_api_key" # Replace with your actual API key from https://newsapi.org/
111
+ url = f"https://newsapi.org/v2/top-headlines?country=us&apiKey={api_key}"
112
+
113
+ try:
114
+ response = requests.get(url)
115
+ response.raise_for_status()
116
+
117
+ data = response.json()
118
+ articles = data["articles"]
119
+
120
+ if not articles:
121
+ return "No news available at the moment."
122
+
123
+ headlines = [f"{article['title']} - {article['source']['name']}" for article in articles[:5]]
124
+ return "\n".join(headlines)
125
+
126
+ except requests.exceptions.RequestException as e:
127
+ return f"Error fetching news data: {str(e)}"
128
+
129
+
130
+ @tool
131
+ def get_joke() -> str:
132
+ """
133
+ Fetches a random joke from the JokeAPI.
134
+ This function sends a GET request to the JokeAPI to retrieve a random joke.
135
+ It handles both single jokes and two-part jokes (setup and delivery).
136
+ If the request fails or the response does not contain a joke, an error message is returned.
137
+ Returns:
138
+ str: The joke as a string, or an error message if the joke could not be fetched.
139
+ """
140
+ url = "https://v2.jokeapi.dev/joke/Any?type=single"
141
+
142
+ try:
143
+ response = requests.get(url)
144
+ response.raise_for_status()
145
+
146
+ data = response.json()
147
+
148
+ if "joke" in data:
149
+ return data["joke"]
150
+ elif "setup" in data and "delivery" in data:
151
+ return f"{data['setup']} - {data['delivery']}"
152
+ else:
153
+ return "Error: Unable to fetch joke."
154
+
155
+ except requests.exceptions.RequestException as e:
156
+ return f"Error fetching joke: {str(e)}"
157
+
158
+
159
+ @tool
160
+ def get_time_in_timezone(location: str) -> str:
161
+ """
162
+ Fetches the current time for a given location using the World Time API.
163
+ Args:
164
+ location: The location for which to fetch the current time, formatted as 'Region/City'.
165
+ Returns:
166
+ str: A string indicating the current time in the specified location, or an error message if the request fails.
167
+ Raises:
168
+ requests.exceptions.RequestException: If there is an issue with the HTTP request.
169
+ """
170
+ url = f"http://worldtimeapi.org/api/timezone/{location}.json"
171
+
172
+ try:
173
+ response = requests.get(url)
174
+ response.raise_for_status()
175
+
176
+ data = response.json()
177
+ current_time = data["datetime"]
178
+
179
+ return f"The current time in {location} is {current_time}."
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+
181
+ except requests.exceptions.RequestException as e:
182
+ return f"Error fetching time data: {str(e)}"
183
+
184
+
185
+ @tool
186
+ def get_random_fact() -> str:
187
+ """
188
+ Fetches a random fact from the "uselessfacts.jsph.pl" API.
189
+ Returns:
190
+ str: A string containing the random fact or an error message if the request fails.
191
+ """
192
+ url = "https://uselessfacts.jsph.pl/random.json?language=en"
193
+
194
+ try:
195
+ response = requests.get(url)
196
+ response.raise_for_status()
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+
198
+ data = response.json()
199
+
200
+ return f"Random Fact: {data['text']}"
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+
202
+ except requests.exceptions.RequestException as e:
203
+ return f"Error fetching random fact: {str(e)}"
204
+
205
+
206
+ @tool
207
+ def search_wikipedia(query: str) -> str:
208
+ """
209
+ Fetches a summary of a Wikipedia page for a given query.
210
+ Args:
211
+ query: The search term to look up on Wikipedia.
212
+ Returns:
213
+ str: A summary of the Wikipedia page if successful, or an error message if the request fails.
214
+ Raises:
215
+ requests.exceptions.RequestException: If there is an issue with the HTTP request.
216
+ """
217
+ url = f"https://en.wikipedia.org/api/rest_v1/page/summary/{query}"
218
+
219
+ try:
220
+ response = requests.get(url)
221
+ response.raise_for_status()
222
+
223
+ data = response.json()
224
+ title = data["title"]
225
+ extract = data["extract"]
226
+
227
+ return f"Summary for {title}: {extract}"
228
+
229
+ except requests.exceptions.RequestException as e:
230
+ return f"Error fetching Wikipedia data: {str(e)}"
231
+
232
+
233
+
234
  # Below is an example of a tool that does nothing. Amaze us with your creativity !
235
  @tool
236
  def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
 
271
 
272
  # Import tool from Hub
273
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
274
+ search_tool = DuckDuckGoSearchTool()
275
 
276
  with open("prompts.yaml", 'r') as stream:
277
  prompt_templates = yaml.safe_load(stream)
278
 
279
  agent = CodeAgent(
280
  model=model,
281
+ tools=[
282
+ final_answer,
283
+ search_tool,
284
+ image_generation_tool,
285
+ convert_currency,
286
+ get_weather,
287
+ get_news_headlines,
288
+ get_joke,
289
+ get_random_fact,
290
+ search_wikipedia,
291
+ ],
292
  max_steps=10,
293
  verbosity_level=4,
294
  grammar=None,
295
+ planning_interval=3,
296
  name=None,
297
  description=None,
298
  prompt_templates=prompt_templates