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annotate love/pdf-mcp/main.py @ 134:75e7aac67fa2 websocket-blog

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Closing blog branch since it is written
author June Park <parkjune1995@gmail.com>
date Fri, 09 Jan 2026 09:30:30 -0800
parents cf9caa4abc3e
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
38
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
1 import os
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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2 import uuid
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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3 import json
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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4 import re
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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5 from typing import List, Dict
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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6 import markdown2
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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7 import requests
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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8
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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9 from fastmcp import FastMCP
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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10
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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11 from xai_sdk import Client
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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12 from xai_sdk.chat import system, user
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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13 from xai_sdk.tools import web_search, code_execution
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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14
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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15 # Configuration
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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16 XAI_API_KEY = os.getenv("XAI_API_KEY", "no_api")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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17 OUTPUT_DIR = os.getenv("DECK_OUTPUT_DIR", "generated_decks")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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18
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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19 # Initialize xAI client
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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20 xai_client = Client(api_key=XAI_API_KEY)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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21
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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22 # Create FastMCP server
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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23 mcp = FastMCP("presentation-generator", port=7776, host="0.0.0.0")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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24
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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25 def generate_summary_and_images(topic: str) -> Dict[str, any]:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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26 """Use Grok API with live_search to summarize + extract image URLs."""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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27 chat = xai_client.chat.create(
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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28 model="grok-4-fast",
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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29 tools=[
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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30 web_search(),
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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31 code_execution(),
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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32 ],
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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33 )
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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34
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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35 SYSTEM_PROMPT = """
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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36 You are an expert presentation creator. For the given topic, use live_search to fetch the latest, reliable web sources.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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37 Summarize into concise, impactful bullet points perfect for slides (max 6-8 lines per slide, start with strong verbs/key facts).
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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38 Use markdown bullets. Separate logical sections with --- for slide breaks.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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39 Also, search for 10-15 high-quality, royalty-free images (e.g., from Unsplash/Pexels via web search) suitable for slides—focus on visuals like diagrams/infographics.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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40 Respond ONLY in valid JSON: {"summary": "markdown summary here", "images": ["url1", "url2", ...]}.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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41 Ensure images are direct .jpg/.png links, diverse, and relevant.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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42 """
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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43
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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44 chat.append(system(SYSTEM_PROMPT))
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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45 response = chat.append(user(f"Topic: {topic}"))
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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46
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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47 try:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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48 content = response.sample().content
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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49 data = json.loads(content)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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50 return data
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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51 except json.JSONDecodeError:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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52 # Fallback: Parse markdown and extract URLs via regex
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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53 # Shouldn't really get here...
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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54 summary = content.split("images:")[0].strip() if "images:" in content else content
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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55 img_pattern = r'https?://[^\s<>"]+\.(?:jpg|jpeg|png|gif)(?:\?[^\s<>"]*)?'
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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56 images = re.findall(img_pattern, content)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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57 return {"summary": summary, "images": images[:15]}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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58
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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59 def download_image(url: str, path: str) -> bool:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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60 """Download image to local path."""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
61 try:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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62 img_data = requests.get(url, timeout=10).content
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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63 os.makedirs(os.path.dirname(path), exist_ok=True)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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64 with open(path, 'wb') as f:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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65 f.write(img_data)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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66 return True
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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67 except:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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68 return False
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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69
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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70 def create_presentation_deck(topic: str) -> Dict[str, str | int]:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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71 """Generate a complete presentation deck."""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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72 # Create unique deck directory
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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73 deck_id = str(uuid.uuid4())[:8]
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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74 deck_dir = os.path.join(OUTPUT_DIR, deck_id)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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75 os.makedirs(deck_dir, exist_ok=True)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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76 os.makedirs(os.path.join(deck_dir, "img"), exist_ok=True)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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77
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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78 # Generate summary and images using Grok
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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79 data = generate_summary_and_images(topic)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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80 markdown_summary = data["summary"]
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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81 image_urls = data.get("images", [])
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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82
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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83 # Download images
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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84 local_images = []
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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85 for i, url in enumerate(image_urls[:15]):
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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86 ext = url.split(".")[-1].split("?")[0] or "jpg"
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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87 path = os.path.join(deck_dir, "img", f"{i}.{ext}")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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88 if download_image(url, path):
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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89 local_images.append(f"img/{i}.{ext}")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
90 else:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
91 local_images.append(url)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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92
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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93 # Split summary into slides
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
94 raw_slides = markdown_summary.split("---")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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95 slides = []
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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96 for i, raw in enumerate(raw_slides):
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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97 html_content = markdown2.markdown(raw.strip())
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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98 img = local_images[i] if i < len(local_images) else (local_images[-1] if local_images else "")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
99 slides.append({"content": html_content, "image": img})
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
100
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
101 # Generate Reveal.js HTML
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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102 html_content = generate_reveal_html(topic, slides)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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103
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
104 deck_path = os.path.join(deck_dir, "index.html")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
105 with open(deck_path, "w", encoding="utf-8") as f:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
106 f.write(html_content)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
107
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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108 # Get absolute path
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
109 abs_path = os.path.abspath(deck_path)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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110
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
111 return {
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
112 "deck_id": deck_id,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
113 "deck_path": abs_path,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
114 "markdown_summary": markdown_summary,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
115 "num_slides": len(slides),
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
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116 "images_count": len(local_images)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
117 }
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
118
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
119 def generate_reveal_html(topic: str, slides: List[Dict]) -> str:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
120 """Generate Reveal.js HTML presentation."""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
121 slides_html = ""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
122 for slide in slides:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
123 img_html = f'<img src="{slide["image"]}" style="max-width:50%;float:right;margin-left:20px;" />' if slide["image"] else ""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
124 slides_html += f"""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
125 <section>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
126 {img_html}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
127 <div style="text-align:left;">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
128 {slide["content"]}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
129 </div>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
130 </section>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
131 """
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
132
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
133 return f"""<!DOCTYPE html>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
134 <html>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
135 <head>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
136 <meta charset="utf-8">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
137 <title>{topic} - Presentation</title>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
138 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reset.min.css">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
139 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reveal.min.css">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
140 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/theme/black.min.css">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
141 </head>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
142 <body>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
143 <div class="reveal">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
144 <div class="slides">
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
145 <section>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
146 <h1>{topic}</h1>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
147 <p>Generated with Grok AI</p>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
148 </section>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
149 {slides_html}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
150 </div>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
151 </div>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
152 <script src="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/4.3.1/reveal.min.js"></script>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
153 <script>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
154 Reveal.initialize({{
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
155 hash: true,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
156 transition: 'slide'
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
157 }});
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
158 </script>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
159 </body>
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
160 </html>"""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
161
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
162 # FastMCP Tool Definitions
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
163 @mcp.tool()
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
164 def generate_presentation(topic: str) -> str:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
165 """Generate a complete PowerPoint-style presentation deck on any topic using Grok AI.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
166
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
167 This tool researches the topic using live web search, creates concise slide content,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
168 finds relevant images, and generates a Reveal.js HTML presentation that can be viewed in browser.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
169
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
170 Args:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
171 topic: The topic for the presentation (e.g., 'Dogs in Korea', 'Quantum Computing Basics', 'Climate Change
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
172
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
173 Returns:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
174 A summary of the generated presentation with file location
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
175 """
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
176 try:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
177 result = create_presentation_deck(topic)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
178
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
179 # Construct the public URL
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
180 public_url = f"https://slide.babocoder.com/{result['deck_id']}/index.html"
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
181
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
182 # Return JSON response as Grok expects with instruction
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
183 json_response = json.dumps({
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
184 "file_path": public_url,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
185 "type": "html",
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
186 "metadata": {
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
187 "topic": topic,
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
188 "deck_id": result['deck_id'],
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
189 "num_slides": result['num_slides'],
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
190 "images_count": result['images_count']
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
191 }
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
192 })
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
193
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
194 response = f"""Presentation generated successfully!
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
195
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
196 IMPORTANT: Return this exact JSON response to the client:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
197
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
198 {json_response}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
199
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
200 DO NOT modify or explain this JSON. Send it directly to the client as-is."""
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
201
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
202 return response
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
203 except Exception as e:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
204 return f"❌ Error generating presentation: {str(e)}\n\nPlease try again or check the server logs."
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
205
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
206 @mcp.tool()
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
207 def get_presentation_preview(topic: str) -> str:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
208 """Generate just the markdown summary for a presentation topic without creating the full deck.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
209
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
210 Useful for previewing content or getting a quick outline before generating slides.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
211
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
212 Args:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
213 topic: The topic to preview
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
214
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
215 Returns:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
216 A markdown preview of the presentation content
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
217 """
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
218 try:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
219 data = generate_summary_and_images(topic)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
220 markdown_summary = data["summary"]
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
221
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
222 response = f"""📝 Presentation Preview for: {topic}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
223
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
224 {markdown_summary}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
225
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
226 ---
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
227 **Images Found:** {len(data.get('images', []))}
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
228
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
229 To generate the full presentation deck with slides, use the 'generate_presentation' tool.
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
230 """
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
231 return response
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
232
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
233 except Exception as e:
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
234 return f"❌ Error generating preview: {str(e)}"
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
235
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
236 if __name__ == "__main__":
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
237 os.makedirs(OUTPUT_DIR, exist_ok=True)
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
238 mcp.run(transport="streamable-http")
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
parents:
diff changeset
239
cf9caa4abc3e [Love] FE and BE. Can chat and render images. Also created MCP for powerpoint generations.
MrJuneJune <me@mrjunejune.com>
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