ai-know.org

{
  "name": "count_tokens",
  "kind": "answer",
  "impl": "imperative",
  "description": "Count the number of LLM tokens (js-tiktoken GPT-2 encoding) in a piece of text. Runs entirely in this browser tab — the text is never uploaded, logged or stored.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "text": {
        "type": "string",
        "description": "The text whose tokens should be counted."
      }
    },
    "required": [
      "text"
    ]
  },
  "page": "/ai-basics"
}

{
  "name": "search_ai_knowledge",
  "kind": "answer",
  "impl": "imperative",
  "description": "Search the ai-know.org knowledge base for an AI concept or tool by keyword. Returns matching concepts (with their definitions) and tools (with vendor and home page), each with the page to cite.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Keyword or phrase, for example \"retrieval augmented generation\" or \"image generation\"."
      },
      "limit": {
        "type": "integer",
        "description": "Maximum results to return (default 10, maximum 50)."
      }
    },
    "required": [
      "query"
    ]
  },
  "page": "/ai-basics"
}

{
  "name": "list_ai_know_sections",
  "kind": "answer",
  "impl": "imperative",
  "description": "List every section of the ai-know.org knowledge base — concept sections and curated tool sections — with how many items each holds and the URL of its page and markdown twin.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/ai-basics"
}

{
  "name": "get_ai_know_page",
  "kind": "answer",
  "impl": "imperative",
  "description": "Fetch the full markdown text of one ai-know.org page (its .md twin), for example \"ai-basics\", \"chat-tools\" or \"hot-news\".",
  "inputSchema": {
    "type": "object",
    "properties": {
      "page": {
        "type": "string",
        "description": "Page path without extension, e.g. \"ai-basics\"."
      }
    },
    "required": [
      "page"
    ]
  },
  "page": "/ai-basics"
}