yplam commited on
Commit
4f981cb
·
1 Parent(s): 22be25d

add location and weather tool

Browse files
app.py CHANGED
@@ -1,4 +1,8 @@
1
- from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
 
 
 
 
2
  import datetime
3
  import requests
4
  import pytz
@@ -6,56 +10,24 @@ import yaml
6
  from tools.final_answer import FinalAnswerTool
7
 
8
  from Gradio_UI import GradioUI
 
 
9
 
10
- # Below is an example of a tool that does nothing. Amaze us with your creativity !
11
- @tool
12
- def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
13
- #Keep this format for the description / args / args description but feel free to modify the tool
14
- """A tool that does nothing yet
15
- Args:
16
- arg1: the first argument
17
- arg2: the second argument
18
- """
19
- return "What magic will you build ?"
20
-
21
- @tool
22
- def get_current_time_in_timezone(timezone: str) -> str:
23
- """A tool that fetches the current local time in a specified timezone.
24
- Args:
25
- timezone: A string representing a valid timezone (e.g., 'America/New_York').
26
- """
27
- try:
28
- # Create timezone object
29
- tz = pytz.timezone(timezone)
30
- # Get current time in that timezone
31
- local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
32
- return f"The current local time in {timezone} is: {local_time}"
33
- except Exception as e:
34
- return f"Error fetching time for timezone '{timezone}': {str(e)}"
35
-
36
-
37
- final_answer = FinalAnswerTool()
38
 
39
- # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
40
- # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
41
-
42
- model = HfApiModel(
43
- max_tokens=2096,
44
- temperature=0.5,
45
- model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
46
- custom_role_conversions=None,
47
  )
48
 
49
-
50
- # Import tool from Hub
51
- image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
52
-
53
  with open("prompts.yaml", 'r') as stream:
54
  prompt_templates = yaml.safe_load(stream)
55
 
56
  agent = CodeAgent(
57
  model=model,
58
- tools=[get_current_time_in_timezone, final_answer], ## add your tools here (don't remove final answer)
59
  max_steps=6,
60
  verbosity_level=1,
61
  grammar=None,
@@ -65,5 +37,4 @@ agent = CodeAgent(
65
  prompt_templates=prompt_templates
66
  )
67
 
68
-
69
  GradioUI(agent).launch()
 
1
+ import os
2
+
3
+ import dotenv
4
+ from dotenv import load_dotenv
5
+ from smolagents import CodeAgent, load_tool, tool, OpenAIServerModel
6
  import datetime
7
  import requests
8
  import pytz
 
10
  from tools.final_answer import FinalAnswerTool
11
 
12
  from Gradio_UI import GradioUI
13
+ from tools.get_location import GetLocationTool
14
+ from tools.get_weather import GetWeatherTool
15
 
16
+ load_dotenv()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17
 
18
+ model = OpenAIServerModel(
19
+ "Qwen/Qwen2.5-Coder-32B-Instruct",
20
+ api_base="https://api.together.xyz/v1",
21
+ api_key=os.environ.get("TOGETHER_API_KEY"),
22
+ max_tokens=8096
 
 
 
23
  )
24
 
 
 
 
 
25
  with open("prompts.yaml", 'r') as stream:
26
  prompt_templates = yaml.safe_load(stream)
27
 
28
  agent = CodeAgent(
29
  model=model,
30
+ tools=[GetLocationTool(), GetWeatherTool(), FinalAnswerTool()], ## add your tools here (don't remove final answer)
31
  max_steps=6,
32
  verbosity_level=1,
33
  grammar=None,
 
37
  prompt_templates=prompt_templates
38
  )
39
 
 
40
  GradioUI(agent).launch()
requirements.txt CHANGED
@@ -3,3 +3,5 @@ smolagents
3
  requests
4
  duckduckgo_search
5
  pandas
 
 
 
3
  requests
4
  duckduckgo_search
5
  pandas
6
+ dotenv
7
+ smolagents[openai]
tools/__pycache__/final_answer.cpython-310.pyc ADDED
Binary file (921 Bytes). View file
 
tools/__pycache__/get_location.cpython-310.pyc ADDED
Binary file (1.72 kB). View file
 
tools/__pycache__/get_weather.cpython-310.pyc ADDED
Binary file (1.77 kB). View file
 
tools/get_location.py ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from smolagents.tools import Tool
2
+ import requests
3
+ from typing import Any, Optional
4
+
5
+
6
+ class GetLocationTool(Tool):
7
+ name = "get_location"
8
+ description = "Get geographical coordinates (lat, lon) by using name of the location (city name or area name)."
9
+ inputs = {'name': {'type': 'string', 'description': 'The city name or area name of the location to check.'}}
10
+ output_type = "any"
11
+
12
+ def forward(self, name: str) -> Any:
13
+ try:
14
+ import requests
15
+ import os
16
+ from urllib.parse import quote
17
+ from requests.exceptions import RequestException
18
+ except ImportError as e:
19
+ raise ImportError(
20
+ "You must install packages `requests` and `urllib` to run this tool: for instance run `pip install requests urllib`."
21
+ ) from e
22
+ try:
23
+ url = "http://api.openweathermap.org/geo/1.0/direct?q=" + quote(name) + "&limit=5&appid=" + os.environ["WEATHER_API_KEY"]
24
+ # Send a GET request to the URL with a 20-second timeout
25
+ response = requests.get(url, timeout=20)
26
+ response.raise_for_status() # Raise an exception for bad status codes
27
+ return response.json()
28
+
29
+ except requests.exceptions.Timeout:
30
+ return "The request timed out. Please try again later or check the URL."
31
+ except RequestException as e:
32
+ return f"Error fetching the api: {str(e)}"
33
+ except Exception as e:
34
+ return f"An unexpected error occurred: {str(e)}"
35
+
tools/get_weather.py ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from typing import Any, Optional
2
+ from smolagents.tools import Tool
3
+ import requests
4
+ import smolagents
5
+
6
+ class GetWeatherTool(Tool):
7
+ name = "get_weather"
8
+ description = "Get the weather information for a given latitude and longitude."
9
+ inputs = {'lat': {'type': 'number', 'description': 'Latitude, decimal (-90; 90).'}, 'lon': {'type': 'number', 'description': 'Longitude, decimal (-180; 180).'}}
10
+ output_type = "any"
11
+
12
+ def forward(self, lat: float, lon: float) -> Any:
13
+ try:
14
+ import requests
15
+ import os
16
+ from urllib.parse import quote
17
+ from requests.exceptions import RequestException
18
+ except ImportError as e:
19
+ raise ImportError(
20
+ "You must install packages `requests` and `urllib` to run this tool: for instance run `pip install requests urllib`."
21
+ ) from e
22
+ try:
23
+ url = "https://api.openweathermap.org/data/3.0/onecall?lat=" + str(lat) + "&lon=" + str(lon) + "&appid=" + os.environ["WEATHER_API_KEY"]
24
+ # Send a GET request to the URL with a 20-second timeout
25
+ response = requests.get(url, timeout=20)
26
+ response.raise_for_status() # Raise an exception for bad status codes
27
+ return response.json()
28
+
29
+ except requests.exceptions.Timeout:
30
+ return "The request timed out. Please try again later or check the URL."
31
+ except RequestException as e:
32
+ return f"Error fetching the api: {str(e)}"
33
+ except Exception as e:
34
+ return f"An unexpected error occurred: {str(e)}"
35
+