{
  "type": "tweet",
  "id": "1975953104018559012",
  "url": "https://x.com/llama_index/status/1975953104018559012",
  "twitterUrl": "https://twitter.com/llama_index/status/1975953104018559012",
  "text": "📄 Parse vs. Extract: Two Fundamental Approaches to Document Processing\n\nBuilding document agents? Knowing when to parse versus when to extract is fundamental to getting your architecture right.\n\nIn this deep dive, @tuanacelik breaks down:\n🔍 Parsing - Converting unstructured documents into structured markdown while preserving layout, tables, and formatting. Perfect for applications where you need full document context.\n⚙️ Extraction - Using LLMs to pull specific fields and entities with schema validation. Ideal for extracting specific info for downstream tasks.\n\nRead the full technical guide 👉https://t.co/Zx9Xmnni0K",
  "source": "Twitter for iPhone",
  "retweetCount": 23,
  "replyCount": 2,
  "likeCount": 171,
  "quoteCount": 1,
  "viewCount": 31331,
  "createdAt": "Wed Oct 08 15:55:06 +0000 2025",
  "lang": "en",
  "bookmarkCount": 163,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1975953104018559012",
  "displayTextRange": [
    0,
    275
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "llama_index",
    "url": "https://x.com/llama_index",
    "twitterUrl": "https://twitter.com/llama_index",
    "id": "1604278358296055808",
    "name": "LlamaIndex 🦙",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1967920417760251904/0ytfduMQ_normal.png",
    "coverPicture": "https://pbs.twimg.com/profile_banners/1604278358296055808/1758023766",
    "description": "",
    "location": "",
    "followers": 102542,
    "following": 28,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Sun Dec 18 00:52:44 +0000 2022",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 1434,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 1739,
    "statusesCount": 3582,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "Build AI agents over your documents\n\nGithub: https://t.co/HC19j7veGE\nDocs: https://t.co/QInqg2yMCJ\nLlamaCloud: https://t.co/yQGTiRSfFL",
      "entities": {
        "description": {
          "urls": [
            {
              "display_url": "github.com/run-llama/llam…",
              "expanded_url": "http://github.com/run-llama/llama_index",
              "indices": [
                45,
                68
              ],
              "url": "https://t.co/HC19j7veGE"
            },
            {
              "display_url": "docs.llamaindex.ai",
              "expanded_url": "http://docs.llamaindex.ai",
              "indices": [
                75,
                98
              ],
              "url": "https://t.co/QInqg2yMCJ"
            },
            {
              "display_url": "cloud.llamaindex.ai",
              "expanded_url": "https://cloud.llamaindex.ai/",
              "indices": [
                111,
                134
              ],
              "url": "https://t.co/yQGTiRSfFL"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "llamaindex.ai",
              "expanded_url": "https://www.llamaindex.ai/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/epzefqPT9Z"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.twitter.com/OJPK4n47Jj",
        "expanded_url": "https://twitter.com/llama_index/status/1975953104018559012/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {},
          "orig": {}
        },
        "id_str": "1975953095239835648",
        "indices": [
          276,
          299
        ],
        "media_key": "3_1975953095239835648",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARtr/t7+mqAACgACG2v+4QnbUCQAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABG2v+3v6aoAAKAAIba/7hCdtQJAAA",
            "media_key": "3_1975953095239835648"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/G2v-3v6aoAAa6Ho.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 1344,
              "w": 2400,
              "x": 0,
              "y": 347
            },
            {
              "h": 1942,
              "w": 1942,
              "x": 0,
              "y": 0
            },
            {
              "h": 1942,
              "w": 1704,
              "x": 0,
              "y": 0
            },
            {
              "h": 1942,
              "w": 971,
              "x": 174,
              "y": 0
            },
            {
              "h": 1942,
              "w": 2400,
              "x": 0,
              "y": 0
            }
          ],
          "height": 1942,
          "width": 2400
        },
        "sizes": {
          "large": {
            "h": 1657,
            "w": 2048
          }
        },
        "type": "photo",
        "url": "https://t.co/OJPK4n47Jj"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "urls": [
      {
        "display_url": "llamaindex.ai/blog/parse-vs-…",
        "expanded_url": "https://www.llamaindex.ai/blog/parse-vs-extract?utm_source=socials&utm_medium=li_social&utm_campaign=doc_processes",
        "indices": [
          599,
          622
        ],
        "url": "https://t.co/Zx9Xmnni0K"
      }
    ],
    "user_mentions": [
      {
        "id_str": "209600624",
        "indices": [
          214,
          225
        ],
        "name": "Tuana",
        "screen_name": "tuanacelik"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}