Update app.py
Browse files
app.py
CHANGED
|
@@ -1,84 +1,44 @@
|
|
| 1 |
-
from smolagents import CodeAgent,
|
|
|
|
| 2 |
import datetime
|
| 3 |
-
import requests
|
| 4 |
import pytz
|
| 5 |
import yaml
|
| 6 |
-
from tools.final_answer import FinalAnswerTool
|
| 7 |
-
from tools.visit_webpage import VisitWebpageTool
|
| 8 |
-
#from tools.web_shearch import DuckDuckGoSearchTool
|
| 9 |
-
from smolagents import GradioUI
|
| 10 |
import tempfile
|
| 11 |
import gradio as gr
|
| 12 |
import os
|
| 13 |
-
|
| 14 |
|
|
|
|
|
|
|
|
|
|
| 15 |
|
| 16 |
-
'''
|
| 17 |
-
# Below is an example of a tool that does nothing. Amaze us with your creativity !
|
| 18 |
-
@tool
|
| 19 |
-
def my_custom_tool(x:str, y:int)-> int: #it's import to specify the return type
|
| 20 |
-
#Keep this format for the description / args / args description but feel free to modify the tool
|
| 21 |
-
"""A tool that does nothing yet
|
| 22 |
-
Args:
|
| 23 |
-
arg1: the first argument
|
| 24 |
-
arg2: the second argument
|
| 25 |
-
"""
|
| 26 |
-
return "What magic will you build ?"
|
| 27 |
-
|
| 28 |
-
@tool
|
| 29 |
-
def get_current_time_in_timezone(timezone: str) -> str:
|
| 30 |
-
"""A tool that fetches the current local time in a specified timezone.
|
| 31 |
-
Args:
|
| 32 |
-
timezone: A string representing a valid timezone (e.g., 'America/New_York').
|
| 33 |
-
"""
|
| 34 |
-
try:
|
| 35 |
-
# Create timezone object
|
| 36 |
-
tz = pytz.timezone(timezone)
|
| 37 |
-
# Get current time in that timezone
|
| 38 |
-
local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
|
| 39 |
-
return f"The current local time in {timezone} is: {local_time}"
|
| 40 |
-
except Exception as e:
|
| 41 |
-
return f"Error fetching time for timezone '{timezone}': {str(e)}"
|
| 42 |
|
| 43 |
-
|
|
|
|
|
|
|
| 44 |
@tool
|
| 45 |
def create_document(text: str, format: str = "docx") -> str:
|
| 46 |
-
"""Creates a document with the provided text and allows download.
|
| 47 |
-
|
| 48 |
-
Args:
|
| 49 |
-
text: The text content to write to the document
|
| 50 |
-
format: The output format, either 'docx' or 'pdf'
|
| 51 |
-
"""
|
| 52 |
try:
|
| 53 |
import docx
|
| 54 |
from docx.shared import Pt
|
| 55 |
-
|
| 56 |
-
# Create a temp directory to store files
|
| 57 |
temp_dir = tempfile.mkdtemp()
|
| 58 |
-
|
| 59 |
-
# Create a new document
|
| 60 |
doc = docx.Document()
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
# Set font style for regular text
|
| 66 |
-
style = doc.styles['Normal']
|
| 67 |
font = style.font
|
| 68 |
-
font.name =
|
| 69 |
font.size = Pt(11)
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
for paragraph in text.split('\n'):
|
| 74 |
-
if paragraph.strip(): # Skip empty paragraphs
|
| 75 |
doc.add_paragraph(paragraph)
|
| 76 |
-
|
| 77 |
-
# Save the document
|
| 78 |
docx_path = os.path.join(temp_dir, "generated_document.docx")
|
| 79 |
doc.save(docx_path)
|
| 80 |
-
|
| 81 |
-
# Convert to PDF if requested
|
| 82 |
if format.lower() == "pdf":
|
| 83 |
try:
|
| 84 |
from docx2pdf import convert
|
|
@@ -86,124 +46,103 @@ def create_document(text: str, format: str = "docx") -> str:
|
|
| 86 |
convert(docx_path, pdf_path)
|
| 87 |
return pdf_path
|
| 88 |
except ImportError:
|
| 89 |
-
return
|
| 90 |
-
|
| 91 |
return docx_path
|
| 92 |
-
|
| 93 |
except Exception as e:
|
| 94 |
return f"Error creating document: {str(e)}"
|
| 95 |
|
| 96 |
-
# Custom file download tool to help with file handling
|
| 97 |
-
@tool
|
| 98 |
-
def get_file_download_link(file_path: str) -> str:
|
| 99 |
-
"""Creates a download link for a file.
|
| 100 |
-
|
| 101 |
-
Args:
|
| 102 |
-
file_path: Path to the file that should be made available for download
|
| 103 |
-
"""
|
| 104 |
-
if not os.path.exists(file_path):
|
| 105 |
-
return f"Error: File not found at {file_path}"
|
| 106 |
-
|
| 107 |
-
# Get file extension and set up appropriate mime type
|
| 108 |
-
_, file_extension = os.path.splitext(file_path)
|
| 109 |
-
mime_types = {
|
| 110 |
-
'.docx': 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
|
| 111 |
-
'.pdf': 'application/pdf',
|
| 112 |
-
}
|
| 113 |
-
mime_type = mime_types.get(file_extension.lower(), 'application/octet-stream')
|
| 114 |
-
|
| 115 |
-
# Return information that can be used by the agent to instruct the user
|
| 116 |
-
return f"File ready for download: {os.path.basename(file_path)} ({mime_type})"
|
| 117 |
-
|
| 118 |
|
|
|
|
|
|
|
|
|
|
| 119 |
final_answer = FinalAnswerTool()
|
| 120 |
-
|
| 121 |
-
visit_webpage=VisitWebpageTool()
|
| 122 |
-
|
| 123 |
-
# 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:
|
| 124 |
-
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
|
| 125 |
|
| 126 |
-
# Load LLM
|
| 127 |
model = HfApiModel(
|
| 128 |
max_tokens=2096,
|
| 129 |
temperature=0.5,
|
| 130 |
-
model_id=
|
| 131 |
-
custom_role_conversions=None,
|
| 132 |
)
|
| 133 |
|
| 134 |
-
|
| 135 |
-
# Import tool from Hub
|
| 136 |
-
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
|
| 137 |
-
|
| 138 |
-
with open("prompts.yaml", 'r') as stream:
|
| 139 |
prompt_templates = yaml.safe_load(stream)
|
| 140 |
|
| 141 |
-
#,web_search
|
| 142 |
-
|
| 143 |
agent = CodeAgent(
|
| 144 |
model=model,
|
| 145 |
-
tools=[
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 146 |
max_steps=6,
|
| 147 |
-
verbosity_level=
|
| 148 |
-
|
| 149 |
-
planning_interval=None,
|
| 150 |
-
name=None,
|
| 151 |
-
description=None,
|
| 152 |
-
prompt_templates=prompt_templates
|
| 153 |
)
|
| 154 |
|
| 155 |
-
|
|
|
|
|
|
|
|
|
|
| 156 |
class CustomGradioUI(GradioUI):
|
| 157 |
def build_interface(self):
|
| 158 |
with gr.Blocks() as interface:
|
| 159 |
-
|
| 160 |
-
|
| 161 |
-
gr.Markdown("# AI Assistant")
|
| 162 |
-
|
| 163 |
chatbot = gr.Chatbot(height=600)
|
| 164 |
msg = gr.Textbox(
|
| 165 |
-
placeholder="Ask me anything
|
| 166 |
container=False,
|
| 167 |
-
scale=7,
|
| 168 |
)
|
| 169 |
-
|
| 170 |
-
|
| 171 |
-
|
| 172 |
-
|
| 173 |
-
|
| 174 |
-
# Store the latest file path
|
| 175 |
self._latest_file_path = None
|
| 176 |
-
|
| 177 |
def respond(message, chat_history):
|
| 178 |
agent_response = self.agent.run(message)
|
| 179 |
chat_history.append((message, agent_response))
|
| 180 |
-
|
| 181 |
-
# Check if response contains a file path
|
| 182 |
-
import re
|
| 183 |
-
file_paths = re.findall(r'File ready for download: .+ \((application/[\w.+-]+)\)', agent_response)
|
| 184 |
-
|
| 185 |
-
show_download = False
|
| 186 |
self._latest_file_path = None
|
| 187 |
-
|
| 188 |
-
|
| 189 |
-
|
| 190 |
-
|
| 191 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 192 |
show_download = True
|
| 193 |
-
|
| 194 |
-
return
|
| 195 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 196 |
def prepare_download():
|
| 197 |
-
if self._latest_file_path:
|
| 198 |
-
return gr.File.update(
|
|
|
|
|
|
|
|
|
|
| 199 |
return gr.File.update(visible=False)
|
| 200 |
-
|
| 201 |
-
# Connect the components
|
| 202 |
msg.submit(respond, [msg, chatbot], [chatbot, download_btn, file_output])
|
| 203 |
download_btn.click(prepare_download, [], [file_output])
|
| 204 |
-
|
| 205 |
-
gr.Markdown("Powered by smolagents
|
| 206 |
-
|
| 207 |
return interface
|
| 208 |
|
| 209 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from smolagents import CodeAgent, HfApiModel, load_tool, tool
|
| 2 |
+
from smolagents import GradioUI
|
| 3 |
import datetime
|
|
|
|
| 4 |
import pytz
|
| 5 |
import yaml
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
import tempfile
|
| 7 |
import gradio as gr
|
| 8 |
import os
|
| 9 |
+
import re
|
| 10 |
|
| 11 |
+
from tools.final_answer import FinalAnswerTool
|
| 12 |
+
from tools.visit_webpage import VisitWebpageTool
|
| 13 |
+
from tools.create_presentation import create_presentation
|
| 14 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
|
| 16 |
+
# =========================
|
| 17 |
+
# DOCUMENT CREATION TOOL
|
| 18 |
+
# =========================
|
| 19 |
@tool
|
| 20 |
def create_document(text: str, format: str = "docx") -> str:
|
| 21 |
+
"""Creates a document with the provided text and allows download."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
try:
|
| 23 |
import docx
|
| 24 |
from docx.shared import Pt
|
| 25 |
+
|
|
|
|
| 26 |
temp_dir = tempfile.mkdtemp()
|
|
|
|
|
|
|
| 27 |
doc = docx.Document()
|
| 28 |
+
doc.add_heading("Generated Document", 0)
|
| 29 |
+
|
| 30 |
+
style = doc.styles["Normal"]
|
|
|
|
|
|
|
|
|
|
| 31 |
font = style.font
|
| 32 |
+
font.name = "Calibri"
|
| 33 |
font.size = Pt(11)
|
| 34 |
+
|
| 35 |
+
for paragraph in text.split("\n"):
|
| 36 |
+
if paragraph.strip():
|
|
|
|
|
|
|
| 37 |
doc.add_paragraph(paragraph)
|
| 38 |
+
|
|
|
|
| 39 |
docx_path = os.path.join(temp_dir, "generated_document.docx")
|
| 40 |
doc.save(docx_path)
|
| 41 |
+
|
|
|
|
| 42 |
if format.lower() == "pdf":
|
| 43 |
try:
|
| 44 |
from docx2pdf import convert
|
|
|
|
| 46 |
convert(docx_path, pdf_path)
|
| 47 |
return pdf_path
|
| 48 |
except ImportError:
|
| 49 |
+
return docx_path
|
| 50 |
+
|
| 51 |
return docx_path
|
| 52 |
+
|
| 53 |
except Exception as e:
|
| 54 |
return f"Error creating document: {str(e)}"
|
| 55 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 56 |
|
| 57 |
+
# =========================
|
| 58 |
+
# AGENT SETUP
|
| 59 |
+
# =========================
|
| 60 |
final_answer = FinalAnswerTool()
|
| 61 |
+
visit_webpage = VisitWebpageTool()
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
|
|
|
|
| 63 |
model = HfApiModel(
|
| 64 |
max_tokens=2096,
|
| 65 |
temperature=0.5,
|
| 66 |
+
model_id="Qwen/Qwen3-235B-A22B",
|
|
|
|
| 67 |
)
|
| 68 |
|
| 69 |
+
with open("prompts.yaml", "r") as stream:
|
|
|
|
|
|
|
|
|
|
|
|
|
| 70 |
prompt_templates = yaml.safe_load(stream)
|
| 71 |
|
|
|
|
|
|
|
| 72 |
agent = CodeAgent(
|
| 73 |
model=model,
|
| 74 |
+
tools=[
|
| 75 |
+
final_answer,
|
| 76 |
+
visit_webpage,
|
| 77 |
+
create_document,
|
| 78 |
+
create_presentation, # ✅ PPTX tool
|
| 79 |
+
],
|
| 80 |
max_steps=6,
|
| 81 |
+
verbosity_level=0,
|
| 82 |
+
prompt_templates=prompt_templates,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 83 |
)
|
| 84 |
|
| 85 |
+
|
| 86 |
+
# =========================
|
| 87 |
+
# CUSTOM GRADIO UI
|
| 88 |
+
# =========================
|
| 89 |
class CustomGradioUI(GradioUI):
|
| 90 |
def build_interface(self):
|
| 91 |
with gr.Blocks() as interface:
|
| 92 |
+
gr.Markdown("# AI Assistant")
|
| 93 |
+
|
|
|
|
|
|
|
| 94 |
chatbot = gr.Chatbot(height=600)
|
| 95 |
msg = gr.Textbox(
|
| 96 |
+
placeholder="Ask me anything and press Enter…",
|
| 97 |
container=False,
|
|
|
|
| 98 |
)
|
| 99 |
+
|
| 100 |
+
download_btn = gr.Button("⬇️ Download File", visible=False)
|
| 101 |
+
file_output = gr.File(label="Generated File", visible=False)
|
| 102 |
+
|
|
|
|
|
|
|
| 103 |
self._latest_file_path = None
|
| 104 |
+
|
| 105 |
def respond(message, chat_history):
|
| 106 |
agent_response = self.agent.run(message)
|
| 107 |
chat_history.append((message, agent_response))
|
| 108 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
self._latest_file_path = None
|
| 110 |
+
show_download = False
|
| 111 |
+
|
| 112 |
+
# ✅ Detect ANY generated file (docx, pdf, pptx)
|
| 113 |
+
match = re.search(
|
| 114 |
+
r"(/tmp/.+?/generated_[\w-]+\.(docx|pdf|pptx))",
|
| 115 |
+
agent_response,
|
| 116 |
+
)
|
| 117 |
+
|
| 118 |
+
if match:
|
| 119 |
+
self._latest_file_path = match.group(1)
|
| 120 |
show_download = True
|
| 121 |
+
|
| 122 |
+
return (
|
| 123 |
+
chat_history,
|
| 124 |
+
gr.Button.update(visible=show_download),
|
| 125 |
+
gr.File.update(visible=False),
|
| 126 |
+
)
|
| 127 |
+
|
| 128 |
def prepare_download():
|
| 129 |
+
if self._latest_file_path and os.path.exists(self._latest_file_path):
|
| 130 |
+
return gr.File.update(
|
| 131 |
+
value=self._latest_file_path,
|
| 132 |
+
visible=True,
|
| 133 |
+
)
|
| 134 |
return gr.File.update(visible=False)
|
| 135 |
+
|
|
|
|
| 136 |
msg.submit(respond, [msg, chatbot], [chatbot, download_btn, file_output])
|
| 137 |
download_btn.click(prepare_download, [], [file_output])
|
| 138 |
+
|
| 139 |
+
gr.Markdown("Powered by smolagents + Qwen")
|
| 140 |
+
|
| 141 |
return interface
|
| 142 |
|
| 143 |
+
|
| 144 |
+
# =========================
|
| 145 |
+
# 🚀 ENTRY POINT (CRITICAL)
|
| 146 |
+
# =========================
|
| 147 |
+
if __name__ == "__main__":
|
| 148 |
+
CustomGradioUI(agent).launch()
|