summarize
Point at any URL/YouTube/Podcast or file. Get the gist. CLI and Chrome Extension.
Discover how transcriber choices in steipete/summarize impact performance slashing latency from 30s to 3s per minute. Explore ONNX models and cloud options for faster results.
How the Summarize Chrome Extension Handles SPA Navigation and Triggers SummarizationDiscover how the Summarize Chrome extension handles SPA navigation using webNavigation.onHistoryStateUpdated and when summarization triggers with debouncing and delays.
Summarize Output Formats: Text, Markdown, and JSON ComparisonCompare output formats text markdown and JSON for the summarize CLI tool. Understand raw text, colored Markdown, and structured JSON payloads for your summarization needs.
How the Summarize CLI Handles Output Length and Token LimitsDiscover how the summarize CLI manages output length and token limits. Learn about token budgets, model maximums, and LLM request capping for efficient text summarization.
Configuring API Keys and Environment Variables in Summarize: A Complete Security GuideSecure your Summarize setup by mastering API key and environment variable configuration. Learn best practices and understand precedence for robust security in your steipete/summarize project.
Security Considerations for the Summarize Localhost-Only Daemon: Implementation Analysis of steipete/summarizeExplore security considerations for the summarize localhost-only daemon. Learn how localhost binding token authentication and CORS controls protect your API.
How Error Handling and Retry Logic Work for LLM Calls in the Summarize CLILearn how the Summarize CLI handles LLM call errors with automatic retries exponential backoff and jittered delays up to 2 seconds.
Summarize Video Mode Options: Auto, Transcript, and Understand ExplainedExplore steipete/summarize video modes auto transcript and understand. Learn when to use each to extract text from audio or send video to LLMs for efficient content processing.
How the Summarize Daemon Handles Autostart on macOS, Linux, and WindowsLearn how the Summarize daemon autostarts on macOS, Linux, and Windows. Discover its cross-platform service configuration using launchd, systemd, and schtasks.
How Model Limits Are Determined in Summarize Using the LiteLLM CatalogDiscover how Summarize determines model limits using the LiteLLM catalog. Learn how token limits are resolved against context windows and pricing data for optimal performance.
How the refresh-free Command Selects and Tests OpenRouter ModelsDiscover how the refresh-free command selects and tests OpenRouter models. It filters free models, health-checks candidates via API, and saves the best ones to your local config.
Firecrawl Integration Options for Website Extraction in SummarizeExplore Firecrawl integration options in Summarize for website extraction. Choose between off, auto, and always modes to control how your content is scraped.
Have a question about this repo?
These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:
curl -s "https://instagit.com/install.md" 
Maintain an open-source project? Get it listed too →