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Video Summarizer

On the record

Bring your own key
Users supply at least one LLM API key in a local .env file; configuration is stored in summarizer.yaml and .env.summarize.martino.im · read 9 Oct 2026
Caching
Transcript caching lets users rerun a video with different styles or providers without transcribing it again.summarize.martino.im · read 8 Oct 2026
Input sources
It supports YouTube, Instagram, TikTok, Twitter/X, Reddit, Facebook, Google Drive, Dropbox, and local files.summarize.martino.im · read 8 Oct 2026
Integration
The Raycast extension can send a video URL to the local Summarize API for summarization.summarize.martino.im · read 9 Oct 2026
Interfaces
The maker documents a CLI, Streamlit GUI, HTTP API, Docker deployment, Raycast extension, and agent skill.summarize.martino.im · read 9 Oct 2026
LLM integrations
It works with OpenAI-compatible endpoints, with examples including OpenAI, Groq, Gemini, Ollama, OpenRouter, NVIDIA, and Perplexity.summarize.martino.im · read 8 Oct 2026
LLM providers
The maker lists OpenAI, Groq, Gemini, Ollama, OpenRouter, NVIDIA, Perplexity, LiteLLM, and any OpenAI-compatible endpoint.summarize.martino.im · read 9 Oct 2026
Maker
The maker's personal site identifies Martino Piaggi as a computer science engineer who primarily writes open-source code.martino.im · read 9 Oct 2026
Notable sharing limit
Shared summaries are public pages, according to the sharing documentation.summarize.martino.im · read 8 Oct 2026
Prefiltering
Optional JEV prefiltering selects transcript passages for inclusion or exclusion before sending text to the summary model.summarize.martino.im · read 9 Oct 2026
Processing modes
It offers transcript based summarization and a visual mode that sends video directly to a vision-capable model without transcription.summarize.martino.im · read 9 Oct 2026
Requirements
The documented requirements include Python 3.7 or later, ffmpeg on PATH, and at least one LLM API key.summarize.martino.im · read 9 Oct 2026
Security and compliance
The maker describes the project as self-hosted and local-first and instructs users to keep API keys in .env; the opened maker pages state no security certification or compliance standard.summarize.martino.im · read 9 Oct 2026
Security and data handling
The project describes itself as local-first, and users configure provider API keys in a local .env file.summarize.martino.im · read 8 Oct 2026
Sharing
The webapp can publish a summary as a public rendered page through Tinypaste without an account or token.summarize.martino.im · read 8 Oct 2026
Summary formats
Available summary styles include Q&A, distillation, fact-checking, tutorials, Mermaid diagrams, and essays, with custom styles added through prompts.json.summarize.martino.im · read 8 Oct 2026
Summary styles
Built-in styles include Q&A, distillation, fact-checking, tutorials, Mermaid diagrams, and essays, with custom prompts supported through prompts.json.summarize.martino.im · read 9 Oct 2026
Supported sources
The maker lists YouTube, Instagram, TikTok, Twitter/X, Reddit, Facebook, Google Drive, Dropbox, and local files as supported sources.summarize.martino.im · read 9 Oct 2026

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