Summarize All Pro#

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

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Features#

FeatureDescription🧠 Auto DetectionAutomatically detect content type (news/paper/product/code/recipe, etc., 9 types)📏 Auto LengthAuto-select summary depth based on content length📦 Smart Cache24-hour cache, skip API for repeated requests🔄 Quality ScoringAuto-score, auto-rewrite low-quality summaries🤖 Multi-ModelMulti-model comparison (GPT-4o vs GPT-4o-mini)💬 Q&A ModeQ&A mode: ask questions about content⚖️ Compare ModeCompare mode: compare multiple articles🌍 TranslationTranslation mode: 7 languages🔗 Knowledge GraphKnowledge graph: entity relationship diagrams📋 Structured ReportStructured report: TOC + sections + key points🌐 API ServerHTTP API server📡 WebhooksPush results to specified URL🔔 NotificationsDesktop notifications🏷️ Auto TagsAutomatic tag extraction📑 PDF MergeMerge and summarize multiple PDFs🎓 Academic ModeAcademic paper analysis mode🔎 Keyword TrackingKeyword tracking alerts🔍 History SearchSearch through history📚 Batch ModeBatch processing📝 Markdown RenderColor-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#

bash

# Configure API
summarize-all config set endpoint <endpoint>
summarize-all config set key <api_key>
summarize-all config set model <model>

# Interactive mode
summarize-all

# Basic use
summarize-all "https://example.com"

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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#

TypeCommand🌐 Web pagessummarize-all "https://..."📄 PDFssummarize-all "/path/file.pdf"🖼️ Imagessummarize-all "/path/image.jpg"🎵 Audiosummarize-all "/path/audio.mp3"🎬 YouTubesummarize-all "https://youtube.com/..."📝 Plain textsummarize-all "Text to summarize"

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Commands#

Q&A Mode#

bash

summarize-all qa "https://article.com" "What is the main point?"

Compare Mode#

bash

summarize-all compare "https://source1.com" "https://source2.com"
summarize-all compare url1 url2 url3  # Multi-article comparison

Multi-Model Comparison#

bash

summarize-all multi "https://example.com"

Translation#

bash

summarize-all translate "https://article.com" zh
# Supports: zh, en, ja, ko, fr, de, es

Knowledge Graph#

bash

summarize-all graph "https://wiki.com/article"

Structured Report#

bash

summarize-all structured "https://long-doc.com"

Academic Mode#

bash

summarize-all academic paper.pdf

API Server#

bash

summarize-all server 8080

URL Monitoring#

bash

summarize-all monitor add "https://news.com" 60
summarize-all monitor list
summarize-all monitor remove "https://news.com"

Batch Mode#

bash

summarize-all batch urls.txt
cat urls.txt | summarize-all batch -

History Search#

bash

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

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Options#

OptionDescription-l, --lengthshort/medium/long/xl/auto (default: auto)-L, --langen/zh/ja/ko/fr/de/es/auto (default: auto)--no-cacheSkip cache--thinkShow chain of thought reasoning-v, --verboseVerbose output-q, --quietMinimal output

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Content Types#

TypeFocus🎓 academicResearch: methodology, findings, conclusions📰 news5W1H, key quotes, impact🛒 ecommerceFeatures, price, pros/cons💻 codeFunctionality, usage, API🍳 recipeIngredients, time, steps🎬 videoTopics, insights, timestamps📖 tutorialPrerequisites, steps, tips⭐ reviewVerdict, pros/cons, rating

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Length Options#

OptionOutputshortFew sentencesmedium1-2 paragraphslongDetailedxlVery longxxlCompleteautoAuto-select

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Config#

bash

summarize-all config set endpoint "https://api.minimax.chat/v1"
summarize-all config set key "your-key"
summarize-all config set model "MiniMax-Text-01"
summarize-all config show
summarize-all config clear
summarize-all config reset

Files:

• Config: ~/.config/summarize-all/config.json
• History: ~/.config/summarize-all/history.json
• Cache: ~/.config/summarize-all/cache.json
• Tags: ~/.config/summarize-all/tags.json
• Keywords: ~/.config/summarize-all/keywords.json

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Interactive Mode#

bash

summarize-all

> https://example.com          # Summarize
> compare a.com b.com          # Compare
> qa url "question"            # Q&A
> search "keyword"             # Search
> tags                          # Tag cloud
> keywords add "AI" "Alert"    # Track
> server 8080                  # API server
> help                          # Full help
> quit                          # Exit

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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.