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import datetime
import requests
import json
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI
# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def get_pokemon_locations(pokemon_name: str) -> dict:
"""A tool that retrieves the areas where Pokémon can be found.
Args:
pokemon_name: the name of the pokemon
Returns:
A json with the locations, here an example of a json response:
[
{
"location_area": {
"name": "kanto-route-2-south-towards-viridian-city",
"url": "https://pokeapi.co/api/v2/location-area/296/"
},
"version_details": [
{
"max_chance": 10,
"encounter_details": [
{
"min_level": 7,
"max_level": 7,
"condition_values": [
{
"name": "time-morning",
"url": "https://pokeapi.co/api/v2/encounter-condition-value/3/"
}
],
"chance": 5,
"method": {
"name": "walk",
"url": "https://pokeapi.co/api/v2/encounter-method/1/"
}
}
],
"version": {
"name": "heartgold",
"url": "https://pokeapi.co/api/v2/version/15/"
}
}
]
}
]
"""
try:
url = "https://pokeapi.co/api/v2/pokemon/"+pokemon_name+"/encounters"
# Send a GET request to the URL
response = requests.get(url)
json_data = "{}"
# Check if the request was successful
if response.status_code == 200:
# Try to parse the response as JSON
try:
json_data = response.json()
except ValueError as e:
print(f"Failed to parse JSON: {e}")
else:
print(f"Failed to retrieve data. Status code: {response.status_code}")
except requests.exceptions.RequestException as e:
print(f"An error occurred: {e}")
return json_data
@tool
def get_pokemon_detail(pokemon_name:str)-> dict: #it's import to specify the return type
#Keep this format for the description / args / args description but feel free to modify the tool
"""A tool that retrieves the characteristic of a pokemon
Args:
pokemon_name: the name of the pokemon
Returns:
A json with the pokemon details, here an example of a partial json response for the pokemon 'clefairy':
{
"id": 35,
"name": "clefairy",
"base_experience": 113,
"height": 6,
"is_default": true,
"order": 56,
"weight": 75,
"abilities": [
{
"is_hidden": true,
"slot": 3,
"ability": {
"name": "friend-guard",
"url": "https://pokeapi.co/api/v2/ability/132/"
}
}
],
"forms": [
{
"name": "clefairy",
"url": "https://pokeapi.co/api/v2/pokemon-form/35/"
}
],
"game_indices": [
{
"game_index": 35,
"version": {
"name": "white-2",
"url": "https://pokeapi.co/api/v2/version/22/"
}
}
],
"held_items": [
{
"item": {
"name": "moon-stone",
"url": "https://pokeapi.co/api/v2/item/81/"
},
"version_details": [
{
"rarity": 5,
"version": {
"name": "ruby",
"url": "https://pokeapi.co/api/v2/version/7/"
}
}
]
}
],
"location_area_encounters": "/api/v2/pokemon/35/encounters",
"moves": [
{
"move": {
"name": "pound",
"url": "https://pokeapi.co/api/v2/move/1/"
},
"version_group_details": [
{
"level_learned_at": 1,
"version_group": {
"name": "red-blue",
"url": "https://pokeapi.co/api/v2/version-group/1/"
},
"move_learn_method": {
"name": "level-up",
"url": "https://pokeapi.co/api/v2/move-learn-method/1/"
}
}
]
}
],
"species": {
"name": "clefairy",
"url": "https://pokeapi.co/api/v2/pokemon-species/35/"
}
}
"""
try:
url = "https://pokeapi.co/api/v2/pokemon/"+pokemon_name+"/"
# Send a GET request to the URL
response = requests.get(url)
json_data = "{}"
# Check if the request was successful
if response.status_code == 200:
# Try to parse the response as JSON
try:
json_data = response.json()
except ValueError as e:
print(f"Failed to parse JSON: {e}")
else:
print(f"Failed to retrieve data. Status code: {response.status_code}")
except requests.exceptions.RequestException as e:
print(f"An error occurred: {e}")
return json_data
@tool
def get_current_time_in_timezone(timezone: str) -> str:
"""A tool that fetches the current local time in a specified timezone.
Args:
timezone: A string representing a valid timezone (e.g., 'America/New_York').
"""
try:
# Create timezone object
tz = pytz.timezone(timezone)
# Get current time in that timezone
local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
return f"The current local time in {timezone} is: {local_time}"
except Exception as e:
return f"Error fetching time for timezone '{timezone}': {str(e)}"
final_answer = FinalAnswerTool()
# 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:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
custom_role_conversions=None,
)
# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
agent = CodeAgent(
model=model,
tools=[get_pokemon_locations, get_pokemon_detail, image_generation_tool, get_current_time_in_timezone, final_answer], ## add your tools here (don't remove final answer)
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name=None,
description=None,
prompt_templates=prompt_templates
)
GradioUI(agent).launch() |