{
  "docId": "019dd923-5eff-723e-9be4-79de8bd5e439",
  "docSlug": "9c498b9235fb4d0f",
  "documentTitle": "2024 MongoDB local NYC Product Update",
  "authorId": "MongoDB",
  "authorName": "MongoDB",
  "documentKindSlug": "consulting-deck",
  "documentKindLabel": "Consulting deck",
  "sourceTypeSlug": "strategy_consulting",
  "sourceTypeLabel": "Strategy consulting",
  "presentationDate": null,
  "orientation": "landscape",
  "aspectRatio": 1.777,
  "pageNumber": 35,
  "pageCount": 87,
  "prevPage": 34,
  "nextPage": 36,
  "slideType": "problem_statement",
  "function": "frame_problem",
  "density": "balanced",
  "nDataPoints": 0,
  "notes": "The slide uses a green box to highlight the core database-related components (Vector Search and Database).",
  "elementsJson": [
    "headline_text",
    "icon_grid",
    "paragraph"
  ],
  "metadataConfidence": 0.95,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5eff-723e-9be4-79de8bd5e439/35",
  "deckHref": "/decks/019dd923-5eff-723e-9be4-79de8bd5e439",
  "deckJsonHref": "/decks/019dd923-5eff-723e-9be4-79de8bd5e439.json",
  "deckAnchorHref": "/decks/019dd923-5eff-723e-9be4-79de8bd5e439#slide-35",
  "components": [
    {
      "bbox": {
        "h": 0.2,
        "w": 0.84,
        "x": 0.08,
        "y": 0.3
      },
      "kind": "image",
      "text": null,
      "attrs": null,
      "subkind": "icon-grid",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "4096c923-d26a-4110-8592-fd2fa580a348",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.25,
        "w": 0.18,
        "x": 0.54,
        "y": 0.55
      },
      "kind": "list",
      "text": "Database: Contains high value proprietary operational data that can be retrieved to aid an LLM in answering a query",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "1832b054-8a2c-4395-b88e-6ea55a94852f",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.25,
        "w": 0.18,
        "x": 0.3,
        "y": 0.55
      },
      "kind": "list",
      "text": "Vector Search: A method for retrieving similar items from a dataset by comparing their vector representations",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "2b547f8f-c1ce-4c2f-b1a5-897a5f3f7d29",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.25,
        "w": 0.18,
        "x": 0.06,
        "y": 0.55
      },
      "kind": "list",
      "text": "Embedding Generation: The process of representing data as vectors using embeddings models",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "9e369e52-3f8a-447f-9c2e-dbee215050d9",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.25,
        "w": 0.18,
        "x": 0.78,
        "y": 0.55
      },
      "kind": "list",
      "text": "LLMs: Generates output based on relevant data that it receives from the vector search process",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "fd6da304-e700-48e2-8bc3-6df5be261ce4",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.7,
        "x": 0.15,
        "y": 0.05
      },
      "kind": "title",
      "text": "Building AI-enabled apps is difficult",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "c930fd07-1930-46e6-baf3-2b4f5be0034a",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [],
  "frameworks": [],
  "arcBeats": [],
  "loops": [],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}