Summarize All Pro

Advanced AI Smart Summarizer v3.0 — Multi-featured AI summarization tool

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Features

Feature	Description
🧠 Auto Detection	Automatically detect content type (news/paper/product/code/recipe, etc., 9 types)
📏 Auto Length

Auto-select summary depth based on content length |
| 📦 Smart Cache | 24-hour cache, skip API for repeated requests |
| 🔄 Quality Scoring | Auto-score, auto-rewrite low-quality summaries |
| 🤖 Multi-Model | Multi-model comparison (GPT-4o vs GPT-4o-mini) |
| 💬 Q&A Mode | Q&A mode: ask questions about content |
| ⚖️ Compare Mode | Compare mode: compare multiple articles |
| 🌍 Translation | Translation mode: 7 languages |
| 🔗 Knowledge Graph | Knowledge graph: entity relationship diagrams |
| 📋 Structured Report | Structured report: TOC + sections + key points |
| 🌐 API Server | HTTP API server |
| 📡 Webhooks | Push results to specified URL |
| 🔔 Notifications | Desktop notifications |
| 🏷️ Auto Tags | Automatic tag extraction |
| 📑 PDF Merge | Merge and summarize multiple PDFs |
| 🎓 Academic Mode | Academic paper analysis mode |
| 🔎 Keyword Tracking | Keyword tracking alerts |
| 🔍 History Search | Search through history |
| 📚 Batch Mode | Batch processing |
| 📝 Markdown Render | Color-formatted output |

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Requirements

• - Python 3
• OpenAI-compatible API endpoint and key
• Optional: pdftotext, summarize CLI, yt-dlp

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Quick Start

CODEBLOCK0

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Supported Models

OpenAI:

• - GPT-4o
• GPT-4o-mini
• GPT-4 Turbo
• GPT-3.5

Anthropic:

• - Claude (via proxy)

Google:

• - Gemini (via proxy)

OpenRouter:

• - Llama, Mistral, Phi-4, DeepSeek, etc.

Chinese Models:

• - Qwen
• DeepSeek
• Kimi
• GLM
• MiniMax
• Yi

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Supported Content

Type	Command
🌐 Web pages	INLINECODE0
📄 PDFs

summarize-all "/path/file.pdf" |
| 🖼️ Images | summarize-all "/path/image.jpg" |
| 🎵 Audio | summarize-all "/path/audio.mp3" |
| 🎬 YouTube | summarize-all "https://youtube.com/..." |
| 📝 Plain text | summarize-all "Text to summarize" |

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Commands

Q&A Mode

CODEBLOCK1

Compare Mode

CODEBLOCK2

Multi-Model Comparison

CODEBLOCK3

Translation

CODEBLOCK4

Knowledge Graph

CODEBLOCK5

Structured Report

CODEBLOCK6

Academic Mode

CODEBLOCK7

API Server

CODEBLOCK8

URL Monitoring

CODEBLOCK9

Batch Mode

CODEBLOCK10

History Search

summarize-all search "keyword"
summarize-all history 20
summarize-all tags

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Options

Option	Description
INLINECODE6	short/medium/long/xl/auto (default: auto)
INLINECODE7

en/zh/ja/ko/fr/de/es/auto (default: auto) | | --no-cache | Skip cache | | --think | Show chain of thought reasoning | | -v, --verbose | Verbose output | | -q, --quiet | Minimal output |

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Content Types

Type	Focus
🎓 academic	Research: methodology, findings, conclusions
📰 news

5W1H, key quotes, impact | | 🛒 ecommerce | Features, price, pros/cons | | 💻 code | Functionality, usage, API | | 🍳 recipe | Ingredients, time, steps | | 🎬 video | Topics, insights, timestamps | | 📖 tutorial | Prerequisites, steps, tips | | ⭐ review | Verdict, pros/cons, rating |

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Length Options

Option	Output
short	Few sentences
medium

1-2 paragraphs | | long | Detailed | | xl | Very long | | xxl | Complete | | auto | Auto-select |

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Config

CODEBLOCK12

Files:

• - Config: INLINECODE12
• History: INLINECODE13
• Cache: INLINECODE14
• Tags: INLINECODE15
• Keywords: INLINECODE16

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Interactive Mode

CODEBLOCK13

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Privacy

⚠️ Content you summarize will be sent to your configured API endpoint.

You control:

• - Which API endpoint to use
• Which API key to provide
• Which model processes your data

Use trusted endpoints that comply with your privacy requirements.