Markdown for Agents and Statistics vs Tiny Talk

Markdown for Agents and Statistics converts your WordPress content to Markdown and serves it to AI agents and language model tools that request it via HTTP content negotiation (Accept: text/markdown). The Chancery Lane Project is a charity that helps organisations reduce emissions using the power of legal documents and processes. We’ve published this plugin as we believe that making content more legible for AI Agents makes a meaningful difference to their energy usage – not only by reducing the amount of tokens required (by up to 90% over HTML) to consume the content, but also minimising the server resources required to render, process and display pages at source. How it works: Posts and taxonomy archive pages are converted to Markdown and saved as static files on disk inside wp-content/uploads/. When a visitor (or AI agent) requests a page with Accept: text/markdown in the HTTP headers, WordPress serves the pre-generated .md file directly — no page render required. A tag is added to each page’s so agents can discover Markdown versions automatically. Features: Content negotiation (Accept: text/markdown, ?output_format=md, or known AI User-Agents) Taxonomy archive support — category, tag, and custom taxonomy term pages served as Markdown post listings Automatic Markdown generation on post save; taxonomy archives auto-update when any post in the term changes Background bulk generation — runs as a WP-Cron job with live progress, so it survives closing the tab and never times out a page request Per-post-type field configuration — choose which meta/ACF fields go in frontmatter or body ACF support with dot notation for nested group fields (e.g. group.subfield) Content fields option — use ACF fields as the body content instead of post_content Manifest generation with content hashes and change tracking per post type Incremental export — only re-export changed documents (--incremental) Delta file (changes.json) for RAG system sync Access statistics — logs AI agent requests with a dedicated stats admin page Access grouping by class of agent Optional frontmatter fields — hierarchy (parent/ancestors/children IDs), author display name, root-relative featured image paths Topics section — appends a ## Topics section with linked taxonomy terms to the Markdown body Export preview — preview generated Markdown inline in the post editor without writing to disk OKF directory indexes — index.md listings at the export root and in every post-type and taxonomy directory (Open Knowledge Format), kept current automatically OKF-compliant frontmatter and links — timestamp and flat cross-taxonomy tags frontmatter keys, and internal links rewritten to point at the Markdown file versions, always on Downloadable OKF bundle — optional .zip archive of the export tree with relative internal links, manifest.json, and an ARD discovery catalog panel, kept fresh via bulk-generation rebuilds and a debounced WP-Cron schedule ARD catalog generation — ai-catalog.json document for manual deployment to /.well-known/, discoverable by AI agent directories, shown automatically whenever the bundle toggle is on WP-CLI commands: generate, generate-taxonomies, generate-indexes, prune-stats, status, delete, bundle Fully unit-tested

Tiny Talk is a powerful AI agent platform that helps you engage with your audience 24/7. This official WordPress plugin makes it easy to integrate Tiny Talk agents into your WordPress site. 💬 Why Use Tiny Talk? ✅ Real-Time Help Desk: Chat instantly with visitors and customers to solve their issues and answer questions whether from web or WhatsApp (more coming soon) ✅ Knowledge Base: Create knowledge base from your documents using formats like PDF, DOCX, XLSX, PPTX, MD, TXT, CSV. ✅ Web Crawler: Use our web crawler to scrape your website content to enrich your knowledge base. ✅ Conversation History: Access previous conversations and do follow-ups. ✅ Customized Messenger: Brand your messenger to match your colors, avatars, and copy. ✅ Workspaces & Members: Create workspaces to isolate agents from each other and invite members to each workspace to help you manage your workload. ✅ Latest AI Models: Use leading AI models from OpenAI, OpenRouter, and Groq. ✅ Custom Domains: Associate an agent with your custom domain like chat.example.com to complete your branding. ✅ Welcome Messages: Use welcome and suggested messages to inspire your visitors for quick start. ✅ Lead Generation: Define form fields and capture leads from your messenger. ✅ Integrations: Make use of Zapier, Pabbly, Google Drive, Slack, Notion, WhatsApp and Webhook integrations to build workflows of your own and collaborate with your teams. ✅ Push Notifications: Receive push notifications on web browsers and stay alerted on every new conversation or message. ✅ Analytics – See how your agents are doing, where your visitors are from and how deep the conversations are. 🌍 Multi-Language Live Chat for Global Support While AI models support dozens of languages, our messenger interface supports 10 languages: Arabic, Dutch, English, French, German, Hungarian, Italian, Japanese, Portuguese, and Spanish to deliver a personalized experience to users in their native language automatically. Key Plugin Features Easy Setup – Just paste your Agent ID and you’re ready to go Multiple Agents – Configure different agents for different purposes (sales, support, etc.) Smart Rules – Automatically show the right agent based on page type, category, URL, or user role Page Override – Manually select which agent appears on specific pages Shortcode Support – Embed chat interfaces anywhere using [tinytalk] WooCommerce Ready – Show product-specific agents on your shop pages Lightweight – Minimal impact on page load times Rule-Based Assignment: Set up intelligent rules to automatically show the right agent: By Post Type (e.g., all WooCommerce products) By Category/Taxonomy (e.g., specific product categories) By URL Pattern (e.g., /pricing/*, /help/*) By Page Template By User Role (logged in vs guest) Shortcodes: [tinytalk] – Display default/rule-matched agent [tinytalk agent="Sales Agent"] – Display specific agent by name [tinytalk agent_id="550e8400-e29b-41d4-a716-446655440000"] – Display specific agent by ID [tinytalk width="100%" height="500" type="iframe" styled="yes"] – Embed as styled iframe with custom dimensions [tinytalk width="100%" height="500" type="iframe" styled="no"] – Embed as plain iframe with custom dimensions Third-Party Services This plugin connects to the Tiny Talk external service to provide AI agent chat functionality on your website. What is Tiny Talk? Tiny Talk is an AI agent platform that powers the chat widget displayed on your site. A Tiny Talk account is required to use this plugin. When does the plugin connect to Tiny Talk? When the plugin is enabled and an Agent ID is configured, a JavaScript file is loaded from the Tiny Talk CDN (cdn.tinytalk.ai) on your site’s frontend pages. This script renders the chat widget and handles communication between your visitors and the Tiny Talk service. What data is transmitted? When a visitor interacts with the chat widget, their messages and the current page URL are sent to Tiny Talk’s servers for processing. No data is collected or transmitted until a visitor actively engages with the chat widget. Service links Tiny Talk AI Terms of Service Privacy Policy