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Create app.py
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app.py
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| 1 |
+
# ============================================
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| 2 |
+
# ALFRED - Your AI Butler Agent
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| 3 |
+
# HuggingFace AI Agents Course - Unit 1
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| 4 |
+
# ============================================
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| 5 |
+
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| 6 |
+
import gradio as gr
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| 7 |
+
from smolagents import CodeAgent, DuckDuckGoSearchTool, VisitWebpageTool, HfApiModel, tool
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+
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| 9 |
+
# ============================================
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| 10 |
+
# CUSTOM TOOLS FOR ALFRED
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| 11 |
+
# ============================================
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| 12 |
+
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| 13 |
+
@tool
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| 14 |
+
def calculator(operation: str) -> str:
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| 15 |
+
"""
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| 16 |
+
Performs basic math calculations.
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| 17 |
+
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| 18 |
+
Args:
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| 19 |
+
operation: A math expression like "2 + 2" or "10 * 5"
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| 20 |
+
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| 21 |
+
Returns:
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| 22 |
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The result of the calculation as a string
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| 23 |
+
"""
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| 24 |
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try:
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# Only allow safe mathematical operations
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allowed_chars = set('0123456789+-*/(). ')
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if all(c in allowed_chars for c in operation):
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result = eval(operation)
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return f"The result of {operation} is: {result}"
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else:
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return "Invalid operation. Please use only numbers and basic operators (+, -, *, /)."
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except Exception as e:
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return f"Could not calculate that expression. Error: {str(e)}"
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+
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+
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| 36 |
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@tool
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def get_current_time(timezone: str = "UTC") -> str:
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| 38 |
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"""
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| 39 |
+
Gets the current date and time.
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| 40 |
+
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| 41 |
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Args:
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timezone: The timezone to get time for (default is UTC)
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| 43 |
+
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| 44 |
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Returns:
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| 45 |
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The current date and time as a string
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| 46 |
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"""
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| 47 |
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from datetime import datetime
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try:
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now = datetime.utcnow()
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return f"The current date and time (UTC) is: {now.strftime('%Y-%m-%d %H:%M:%S')}"
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| 51 |
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except Exception as e:
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| 52 |
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return f"Could not get the time. Error: {str(e)}"
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+
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| 54 |
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| 55 |
+
@tool
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def text_summarizer(text: str) -> str:
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| 57 |
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"""
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| 58 |
+
Summarizes a given text into key points.
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| 59 |
+
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| 60 |
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Args:
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| 61 |
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text: The text to summarize
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| 62 |
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| 63 |
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Returns:
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| 64 |
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A summarized version of the text
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| 65 |
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"""
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| 66 |
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if len(text) < 100:
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return f"Text is already short: {text}"
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| 68 |
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# Simple summarization: return first 500 characters with ellipsis
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summary = text[:500] + "..." if len(text) > 500 else text
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return f"Summary: {summary}"
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| 72 |
+
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| 73 |
+
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| 74 |
+
# ============================================
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| 75 |
+
# ALFRED AGENT SETUP
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| 76 |
+
# ============================================
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| 77 |
+
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| 78 |
+
# Custom system prompt to give Alfred his personality
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| 79 |
+
ALFRED_SYSTEM_PROMPT = """You are Alfred, a polite, professional, and highly capable AI butler assistant.
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| 80 |
+
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+
Your characteristics:
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| 82 |
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- You are courteous and address users respectfully
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| 83 |
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- You are thorough and provide complete answers
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| 84 |
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- You use your available tools wisely to help users
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| 85 |
+
- You explain your reasoning when solving problems
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| 86 |
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- You admit when you don't know something
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| 87 |
+
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| 88 |
+
Available tools:
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| 89 |
+
1. DuckDuckGoSearchTool - Search the web for information
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| 90 |
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2. VisitWebpageTool - Visit and read webpage content
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| 91 |
+
3. calculator - Perform mathematical calculations
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| 92 |
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4. get_current_time - Get the current date and time
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| 93 |
+
5. text_summarizer - Summarize long texts
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| 94 |
+
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Always think step by step and use the most appropriate tool for each task.
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"""
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| 97 |
+
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| 98 |
+
# Initialize the language model (using HuggingFace's free inference API)
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model = HfApiModel()
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| 100 |
+
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+
# Create Alfred with all tools
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+
alfred = CodeAgent(
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+
tools=[
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| 104 |
+
DuckDuckGoSearchTool(),
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+
VisitWebpageTool(),
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+
calculator,
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| 107 |
+
get_current_time,
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text_summarizer,
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],
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model=model,
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| 111 |
+
system_prompt=ALFRED_SYSTEM_PROMPT,
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max_steps=10, # Maximum number of steps Alfred can take
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| 113 |
+
verbosity_level=1 # Show some logging for debugging
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)
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| 115 |
+
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| 116 |
+
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| 117 |
+
# ============================================
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| 118 |
+
# GRADIO INTERFACE
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| 119 |
+
# ============================================
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| 120 |
+
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| 121 |
+
def chat_with_alfred(message, history):
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| 122 |
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"""
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| 123 |
+
Process user message and return Alfred's response.
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| 124 |
+
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| 125 |
+
Args:
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| 126 |
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message: The user's input message
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| 127 |
+
history: Chat history (for context)
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| 128 |
+
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| 129 |
+
Returns:
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| 130 |
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Alfred's response as a string
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| 131 |
+
"""
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| 132 |
+
if not message.strip():
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| 133 |
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return "I beg your pardon, but you haven't asked me anything. How may I assist you?"
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| 134 |
+
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| 135 |
+
try:
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| 136 |
+
# Run Alfred on the user's query
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| 137 |
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response = alfred.run(message)
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| 138 |
+
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| 139 |
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# Format the response nicely
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| 140 |
+
formatted_response = f"π© **Alfred's Response:**\n\n{str(response)}"
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| 141 |
+
return formatted_response
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| 142 |
+
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| 143 |
+
except Exception as e:
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| 144 |
+
error_message = (
|
| 145 |
+
f"I do apologize, but I encountered an issue while processing your request.\n\n"
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| 146 |
+
f"**Error details:** {str(e)}\n\n"
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| 147 |
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f"Please try rephrasing your question or ask something else."
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| 148 |
+
)
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| 149 |
+
return error_message
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| 150 |
+
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| 151 |
+
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| 152 |
+
# Create the Gradio interface
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| 153 |
+
with gr.Blocks(
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| 154 |
+
title="Alfred - AI Butler Agent",
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| 155 |
+
theme=gr.themes.Soft()
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| 156 |
+
) as demo:
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| 157 |
+
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| 158 |
+
# Header
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| 159 |
+
gr.Markdown(
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| 160 |
+
"""
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| 161 |
+
# π© Alfred - Your AI Butler
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| 162 |
+
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| 163 |
+
Welcome! I am Alfred, your personal AI assistant. I can help you with:
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| 164 |
+
- π **Web searches** - Find information on any topic
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| 165 |
+
- π **Reading webpages** - Extract content from URLs
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| 166 |
+
- π’ **Calculations** - Perform mathematical operations
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| 167 |
+
- π **Time queries** - Get current date and time
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| 168 |
+
- π **Text summarization** - Summarize long texts
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| 169 |
+
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| 170 |
+
*How may I be of service today?*
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| 171 |
+
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| 172 |
+
---
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| 173 |
+
"""
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| 174 |
+
)
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| 175 |
+
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| 176 |
+
# Chat interface
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| 177 |
+
chatbot = gr.ChatInterface(
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| 178 |
+
fn=chat_with_alfred,
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| 179 |
+
examples=[
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| 180 |
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"What is the latest news about artificial intelligence?",
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| 181 |
+
"Calculate 1547 * 32 + 89",
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| 182 |
+
"What time is it now?",
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| 183 |
+
"Search for information about climate change solutions",
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| 184 |
+
"What are the top programming languages in 2024?",
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| 185 |
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],
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| 186 |
+
retry_btn="π Retry",
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| 187 |
+
undo_btn="β©οΈ Undo",
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| 188 |
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clear_btn="ποΈ Clear",
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| 189 |
+
)
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| 190 |
+
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| 191 |
+
# Footer
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| 192 |
+
gr.Markdown(
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| 193 |
+
"""
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| 194 |
+
---
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| 195 |
+
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| 196 |
+
### About Alfred
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| 197 |
+
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| 198 |
+
Alfred is an AI agent built using the **smolagents** framework from HuggingFace.
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| 199 |
+
This agent was created as part of the **HuggingFace AI Agents Course - Unit 1**.
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| 200 |
+
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| 201 |
+
**Framework:** smolagents | **Model:** HuggingFace Inference API
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| 202 |
+
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| 203 |
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*Built with β€οΈ for the AI Agents Course*
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| 204 |
+
"""
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| 205 |
+
)
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| 206 |
+
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| 207 |
+
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# ============================================
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| 209 |
+
# LAUNCH THE APPLICATION
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| 210 |
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# ============================================
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| 211 |
+
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| 212 |
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if __name__ == "__main__":
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| 213 |
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# Launch with share=False for local testing
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| 214 |
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# Set share=True if you want a public link
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| 215 |
+
demo.launch(
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| 216 |
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server_name="0.0.0.0",
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| 217 |
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server_port=7860,
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| 218 |
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share=False
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| 219 |
+
)
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