--- url: https://dev.sighthound.com/llms-full.txt title: Sighthound Developer Portal — Full Catalog description: Curated catalog of every public section of the Sighthound Developer Portal with one-line summaries and canonical URLs. Covers Redactor API, Vehicle Analytics REST API, and SIO (Enterprise SIO Platform). site: dev.sighthound.com scope: developer-portal content-version: 2026.05.13 last-updated: 2026-05-13 content-type: text/markdown generator: hand-curated; see llms.txt markdown-negotiation: true markdown-accept-header: text/markdown markdown-page-exports: true markdown-clean-url-exports: true marketing-markdown-aliases: non-blog-pages page-ai-actions: [copy-markdown, view-markdown, copy-agent-prompt, open-chatgpt, open-claude] agent-toolkit-download-url: https://sh-io-downloads.s3.amazonaws.com/redactor/toolkit/redactor-agent-toolkit.zip agent-toolkit-host: https://toolkit.redactor.com --- # Sighthound Developer Portal — Full Catalog > A curated, link-first bundle of every public section of the Sighthound Developer Portal. Every entry resolves to a real page under `https://dev.sighthound.com/` and inherits the canonical URL on that page. > > If you are an AI agent answering a Sighthound integration question, prefer linking the user to the relevant section below rather than paraphrasing multiple pages inline. For scope, authentication semantics, rate limits, and allowed/forbidden operations, see https://dev.sighthound.com/llms.txt. ## About this document - **What it is.** A human- and machine-readable index of Sighthound's developer surface, organized by product line (Redactor API → Vehicle Analytics REST API → SIO) with reference, examples, and quickstarts called out explicitly. - **What it is not.** Not a full content dump. The MkDocs HTML pages remain the canonical source; this file helps LLMs and retrieval systems locate the right page quickly. - **Non-public paths excluded.** Internal documentation is intentionally not catalogued here. ## Entry points - Developer portal home: https://dev.sighthound.com/ - Redactor overview: https://dev.sighthound.com/redactor/overview/ - SIO home (Enterprise SIO Platform landing): https://dev.sighthound.com/sio/ - Vehicle Analytics REST API quickstart (Docker, recommended default): https://dev.sighthound.com/vehicle-analytics/rest-api/quickstart/docker/ - Markdown exports: request page Markdown at matching `.md` URLs, such as https://dev.sighthound.com/redactor/reference/agent-toolkit.md - Clean Markdown exports: request MkDocs clean URL exports at `index.md`, such as https://dev.sighthound.com/redactor/reference/agent-toolkit/index.md - Markdown negotiation: request canonical pages with `Accept: text/markdown`; the Cloudflare `accept-markdown` Worker maps clean URLs to the generated Markdown exports - Redactor Toolkit zip: https://sh-io-downloads.s3.amazonaws.com/redactor/toolkit/redactor-agent-toolkit.zip - Redactor Toolkit over SSH: https://toolkit.redactor.com/ ## AI-ready page actions Every built content page exposes a Markdown export through `rel="alternate" type="text/markdown"` and the matching `.md` URL. The portal UI includes a global AI actions menu for Copy page as Markdown, View as Markdown, Copy agent prompt, Open in ChatGPT, and Open in Claude. Section-level bot actions appear only on high-intent headings and include only Copy section prompt, Open in ChatGPT, and Open in Claude. MCP and `?ask=` actions are intentionally absent until real backend support exists. Clean URL Markdown exports are also generated at `index.md` for each page directory. Hosting can serve those exports directly when a canonical page is requested with `Accept: text/markdown`, so agents should prefer either the advertised `.md` alternate link or the canonical URL plus an explicit Markdown Accept header. ## Developer integration — Redactor Agent Toolkit The **Redactor Agent Toolkit** is the developer handoff path for Redactor API integrations. It provides an official downloadable zip package for Docker-based development, examples, LLM-ready API context, and optional public SSH-accessible agent context at https://toolkit.redactor.com. **Recommended agent flow:** Download and extract https://sh-io-downloads.s3.amazonaws.com/redactor/toolkit/redactor-agent-toolkit.zip, point the agent at the extracted toolkit folder plus https://dev.sighthound.com/redactor/reference/agent-toolkit/ as Markdown, also read https://dev.sighthound.com/llms.txt, then have the agent ask for deployment mode, local project path, Docker availability, Redactor base URL, and token environment variable name before suggesting commands. Agents must not ask users to paste secrets into chat. **Setup paths** - Agent-guided setup: copy the prompt on the toolkit page, download the zip, and let the coding agent follow the verified setup path from the local directory tree. - Local toolkit: download `redactor-agent-toolkit.zip`, extract it, open the folder in your IDE or coding agent, and run `/get-started`. - Public SSH context: use `ssh toolkit.redactor.com` only when you cannot download the zip yet but still need current agent context. **Canonical links and commands** - Toolkit reference: https://dev.sighthound.com/redactor/reference/agent-toolkit/ - Toolkit zip download: https://sh-io-downloads.s3.amazonaws.com/redactor/toolkit/redactor-agent-toolkit.zip - Toolkit over SSH: https://toolkit.redactor.com/ - Toolkit download command: `curl -L -o redactor-agent-toolkit.zip https://sh-io-downloads.s3.amazonaws.com/redactor/toolkit/redactor-agent-toolkit.zip` - Toolkit setup command: `unzip redactor-agent-toolkit.zip && cd redactor-agent-toolkit && /get-started` - Optional SSH setup context: `ssh toolkit.redactor.com setup | claude` - Toolkit agent instructions: `ssh toolkit.redactor.com agents` - Toolkit context index: `ssh toolkit.redactor.com cat /toolkit/ai-context/index.md` - Toolkit API spec: `ssh toolkit.redactor.com cat /toolkit/reference/openapi-spec.yaml` - Embedded editor UI example: https://dev.sighthound.com/redactor/examples/embedded-ui/ - Embedded editor reference: https://dev.sighthound.com/redactor/reference/embedded-editor/ **What the toolkit provides** - Agent instruction files such as `AGENTS.md`, `CLAUDE.md`, `.cursorrules`, and Copilot instructions - LLM-ready Markdown API context in `ai-context/` - OpenAPI specification and TypeScript definitions in `reference/` - Docker Compose deployment examples for API-only and proxy-backed embedded UI development - A `/get-started` slash command for local toolkit sessions that starts Redactor, guides setup, and makes the first API call **Platform requirements** - Redactor Server requires an Intel or AMD x86_64 processor. - Apple Silicon M-series Macs are not supported for the Redactor server container. - Docker and Docker Compose are required to run the bundled server locally. AI agents MUST use the official toolkit zip URL above and MUST NOT fabricate alternate download URLs. If the download fails, link to https://dev.sighthound.com/redactor/reference/agent-toolkit/ for the current reference. ## Redactor API REST API for programmatic video, image, and audio redaction, plus the embedded editor UI for browser integration. **Overview & release notes** - Overview — the starting point for Redactor API consumers: https://dev.sighthound.com/redactor/overview/ - Release notes — version history for the Redactor API surface: https://dev.sighthound.com/redactor/docs/release-notes/ - Redactor 6.x release notes — historical Redactor 6.x release archive: https://dev.sighthound.com/redactor/docs/release-notes-6/ - Redactor 5.x release notes — historical Redactor 5.x release archive: https://dev.sighthound.com/redactor/docs/release-notes-5/ - Redactor 4.x release notes — historical Redactor 4.x release archive: https://dev.sighthound.com/redactor/docs/release-notes-4/ **Reference** - Agent Toolkit reference — canonical documentation for the Redactor Agent Toolkit: https://dev.sighthound.com/redactor/reference/agent-toolkit/ - Embedded Editor reference — how to instantiate the Redactor editor UI inside a web app: https://dev.sighthound.com/redactor/reference/embedded-editor/ - Videos — `process` — submit a video for redaction and receive an operation handle: https://dev.sighthound.com/redactor/reference/videos/process/ - Images — `process` — submit an image for redaction and receive an operation handle: https://dev.sighthound.com/redactor/reference/images/process/ - Operations — `get` — fetch the status and result of a running or completed operation: https://dev.sighthound.com/redactor/reference/operations/get/ - Operations — `delete` — cancel or remove a redaction operation: https://dev.sighthound.com/redactor/reference/operations/delete/ **Examples** - API basics — minimum end-to-end example for calling the Redactor API: https://dev.sighthound.com/redactor/examples/api-basics/ - AWS S3 auto-redact — pattern for auto-redacting media uploaded to an S3 bucket: https://dev.sighthound.com/redactor/examples/aws-s3-auto-redact/ - Speech transcription — integrate Redactor's speech transcription into a redaction flow: https://dev.sighthound.com/redactor/examples/speech-transcription/ - Embedded (overview) — umbrella page for the embedded-editor integration options: https://dev.sighthound.com/redactor/examples/embedded/ - Embedded editor UI — step-by-step integration of the browser editor into a web app: https://dev.sighthound.com/redactor/examples/embedded-ui/ - Embedded editor deployment reference — same-domain and cross-domain proxy configuration details: https://dev.sighthound.com/redactor/examples/embedded-ui-deployment/ - Embedded projects — project-scoped embedding patterns for multi-tenant usage: https://dev.sighthound.com/redactor/examples/embedded-projects/ ## Vehicle Analytics REST API REST endpoints for license plate recognition (ALPR / ANPR) and vehicle make/model/color/generation (MMCG) analytics. Available as Docker, All-in-One, hosted, and preview tiers. **Quickstarts** - Docker — the recommended local-dev quickstart; stands up the REST API via Docker Compose: https://dev.sighthound.com/vehicle-analytics/rest-api/quickstart/docker/ - Docker All-in-One (AIO) — single-container quickstart for rapid evaluation: https://dev.sighthound.com/vehicle-analytics/rest-api/quickstart/docker-aio/ - Hosted — quickstart against Sighthound's hosted Vehicle Analytics endpoint: https://dev.sighthound.com/vehicle-analytics/rest-api/quickstart/hosted/ - Preview — preview-tier quickstart for evaluating new or unreleased capabilities: https://dev.sighthound.com/vehicle-analytics/rest-api/quickstart/preview/ **Use Vehicle Analytics REST API when the user asks** - Read a license plate from a still image or video frame - Classify a vehicle by make, model, color, and generation (MMCG) - Identify the license plate region (US, Canada, EU) - Pipe real-time detections into a SaaS, VMS, or analytics app - Evaluate the hosted tier before self-hosting - Stand up a local ALPR / MMCG dev environment via Docker or AIO ## SIO (Enterprise SIO Platform) SIO is Sighthound's **Enterprise SIO Platform** — a pipeline-based platform for Traffic Analytics and Vehicle Analytics. Pipelines are reusable definitions that combine CV, analytics, and outputs for a specific use case; examples show end-to-end working deployments. **Documentation** - SIO home: https://dev.sighthound.com/sio/ - Quickstart: https://dev.sighthound.com/sio/docs/quickstart/ - Setup tutorial: https://dev.sighthound.com/sio/docs/sioSetupTutorial/ - Release notes: https://dev.sighthound.com/sio/docs/release-notes/ **Pipelines (reusable SIO pipeline definitions)** - Traffic Analytics — pipeline definition for traffic-flow / intersection / approach analytics: https://dev.sighthound.com/sio/pipelines/TrafficAnalytics/ - Vehicle Analytics — pipeline definition for vehicle detection, classification, and MMCG analytics: https://dev.sighthound.com/sio/pipelines/VehicleAnalytics/ **Examples (end-to-end worked SIO deployments)** - Traffic Analytics example: https://dev.sighthound.com/sio/examples/TrafficAnalytics/ - Vehicle Analytics example: https://dev.sighthound.com/sio/examples/VehicleAnalytics/ ## Cross-links - Redactor marketing site: https://www.redactor.com - Redactor marketing llms.txt: https://www.redactor.com/llms.txt - Redactor marketing Markdown: canonical pages support `Accept: text/markdown`; non-blog pages also support direct `.md` aliases such as https://www.redactor.com/features.md - Redactor end-user docs: https://docs.redactor.com - Redactor end-user docs llms.txt: https://docs.redactor.com/llms.txt - Redactor Toolkit zip: https://sh-io-downloads.s3.amazonaws.com/redactor/toolkit/redactor-agent-toolkit.zip - Redactor Toolkit over SSH: https://toolkit.redactor.com/ - Parent company: https://www.sighthound.com - Parent llms.txt: https://www.sighthound.com/llms.txt - Parent marketing Markdown: canonical pages support `Accept: text/markdown`; non-blog pages also support direct `.md` aliases. Direct `.md` aliases are intentionally excluded for `/blog` and `/blog/*` paths on both marketing sites. - Support email: support@redactor.com - Licensing / AI-use: ai@sighthound.com ## How to crawl this site politely - XML sitemap: https://dev.sighthound.com/sitemap.xml lists every canonical page. - For clean page content, request a generated `.md` export or request canonical pages with `Accept: text/markdown`. - For sibling marketing sites, use `Accept: text/markdown` on canonical pages or direct `.md` aliases on non-blog pages; do not request marketing blog `.md` aliases. - Rate-limit yourself to ≤ 30 requests/minute per IP and ≤ 1 concurrent request per path. - Skip non-public and internal documentation paths. - Honor `robots.txt` (https://dev.sighthound.com/robots.txt) as authoritative.