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Update app.py
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app.py
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import os
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HF_TOKEN = os.getenv("HF_TOKEN")
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from smolagents import tool, LiteLLMModel, ToolCallingAgent, DuckDuckGoSearchTool # or langchain.tools import tool
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model = LiteLLMModel(
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model_id="huggingface/google/gemma-2-2b-it"
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agent = ToolCallingAgent(
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tools=[
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model=model,
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max_steps=10
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import os
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import requests
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from smolagents import LiteLLMModel, ToolCallingAgent, Tool
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from smolagents.webui import GradioUI
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import wikipedia
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# Optional: Hugging Face token (for private models)
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HF_TOKEN = os.getenv("HF_TOKEN")
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# --- Tools ---
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class WebSearchTool(Tool):
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"""Search the web using DuckDuckGo"""
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name = "web_search"
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description = "Search the web and return concise results. Input: search query string."
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def run(self, query: str):
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from smolagents import DuckDuckGoSearchTool
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tool = DuckDuckGoSearchTool()
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return tool.run(query)
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class WikipediaTool(Tool):
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"""Fetch summaries from Wikipedia"""
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name = "wikipedia_search"
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description = "Fetch Wikipedia summary for a topic. Input: topic string."
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def run(self, topic: str):
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try:
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summary = wikipedia.summary(topic, sentences=3)
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return summary
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except Exception as e:
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return f"Wikipedia lookup failed: {e}"
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class WeatherTool(Tool):
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"""Get weather using Open-Meteo API"""
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name = "weather"
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description = "Get current weather. Input: city name."
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def run(self, city: str):
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# Geocoding to get coordinates
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geocode_url = f"https://geocoding-api.open-meteo.com/v1/search?name={city}"
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geo_resp = requests.get(geocode_url, timeout=10).json()
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results = geo_resp.get("results")
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if not results:
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return f"Could not find coordinates for {city}."
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lat = results[0]["latitude"]
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lon = results[0]["longitude"]
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# Get current weather
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weather_url = f"https://api.open-meteo.com/v1/forecast?latitude={lat}&longitude={lon}¤t_weather=true"
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weather_resp = requests.get(weather_url, timeout=10).json()
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weather = weather_resp.get("current_weather")
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if not weather:
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return f"Could not retrieve weather for {city}."
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return f"Weather in {city}: {weather['temperature']}°C, wind {weather['windspeed']} km/h, weather code {weather['weathercode']}."
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# --- Initialize LLM Model ---
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model = LiteLLMModel(
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model_id="huggingface/google/gemma-2-2b-it",
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hf_token=HF_TOKEN
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)
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# --- Initialize Tool-Calling Agent ---
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agent = ToolCallingAgent(
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tools=[WebSearchTool(), WikipediaTool(), WeatherTool()],
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model=model,
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max_steps=10,
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name="Internet Agent"
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)
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# --- Launch Gradio Web UI ---
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GradioUI(agent).launch()
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