🐦 Twitter Post Details

Viewing enriched Twitter post

@llama_index

We love seeing all of the out of office emails around the holidays! So we thought we'd keep things light this week. We'll share some fun little demos, great way to get started with LlamaIndex too🎄 Today: check out this example where we build an agent that helps navigate a corrupted database! The challenge: Santa's toy database is corrupted. Parent requests are flooding in, but toy names are gone—just placeholders. The fix: An automated workflow using LlamaClassify (routing), LlamaExtract (data extraction), LlamaSheets (database search), and LlamaIndex Workflows (orchestration) to process thousands of requests without manual work. Try the Colab: https://t.co/J7cnONZQrs

Media 1
Media 2

📊 Media Metadata

{
  "media": [
    {
      "type": "photo",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2003165699238473736/media_0.jpg?",
      "filename": "media_0.jpg"
    },
    {
      "type": "photo",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2003165699238473736/media_1.png?",
      "filename": "media_1.png"
    }
  ],
  "processed_at": "2025-12-22T19:18:59.687873",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2003165699238473736",
  "url": "https://x.com/llama_index/status/2003165699238473736",
  "twitterUrl": "https://twitter.com/llama_index/status/2003165699238473736",
  "text": "We love seeing all of the out of office emails around the holidays! So we thought we'd keep things light this week. We'll share some fun little demos, great way to get started with LlamaIndex too🎄\n\nToday: check out this example where we build an agent that helps navigate a corrupted database!\n\nThe challenge: Santa's toy database is corrupted. Parent requests are flooding in, but toy names are gone—just placeholders.\n\nThe fix: An automated workflow using LlamaClassify (routing), LlamaExtract (data extraction), LlamaSheets (database search), and LlamaIndex Workflows (orchestration) to process thousands of requests without manual work.\n\nTry the Colab: https://t.co/J7cnONZQrs",
  "source": "Twitter for iPhone",
  "retweetCount": 2,
  "replyCount": 0,
  "likeCount": 6,
  "quoteCount": 0,
  "viewCount": 711,
  "createdAt": "Mon Dec 22 18:08:14 +0000 2025",
  "lang": "en",
  "bookmarkCount": 3,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2003165699238473736",
  "displayTextRange": [
    0,
    274
  ],
  "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": "AI Agents for document OCR + workflows\n\nGithub: https://t.co/HC19j7veGE\nDocs: https://t.co/QInqg2yMCJ\nLlamaCloud: https://t.co/yQGTiRSfFL",
    "location": "",
    "followers": 105242,
    "following": 28,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Sun Dec 18 00:52:44 +0000 2022",
    "entities": {
      "description": {
        "urls": [
          {
            "display_url": "github.com/run-llama/llam…",
            "expanded_url": "http://github.com/run-llama/llama_index",
            "url": "https://t.co/HC19j7veGE",
            "indices": [
              48,
              71
            ]
          },
          {
            "display_url": "docs.llamaindex.ai",
            "expanded_url": "http://docs.llamaindex.ai",
            "url": "https://t.co/QInqg2yMCJ",
            "indices": [
              78,
              101
            ]
          },
          {
            "display_url": "cloud.llamaindex.ai",
            "expanded_url": "https://cloud.llamaindex.ai/",
            "url": "https://t.co/yQGTiRSfFL",
            "indices": [
              114,
              137
            ]
          }
        ]
      },
      "url": {
        "urls": [
          {
            "display_url": "llamaindex.ai",
            "expanded_url": "https://www.llamaindex.ai/",
            "url": "https://t.co/epzefqPT9Z",
            "indices": [
              0,
              23
            ]
          }
        ]
      }
    },
    "fastFollowersCount": 0,
    "favouritesCount": 1460,
    "hasCustomTimelines": false,
    "isTranslator": false,
    "mediaCount": 1790,
    "statusesCount": 3658,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "AI Agents for document OCR + workflows\n\nGithub: https://t.co/HC19j7veGE\nDocs: https://t.co/QInqg2yMCJ\nLlamaCloud: https://t.co/yQGTiRSfFL"
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.x.com/CsDaBYOC2n",
        "expanded_url": "https://x.com/llama_index/status/2003165699238473736/photo/1",
        "id_str": "2003165696646348801",
        "indices": [
          275,
          298
        ],
        "media_key": "3_2003165696646348801",
        "media_url_https": "https://pbs.twimg.com/media/G8ysln7agAE70ue.jpg",
        "type": "photo",
        "url": "https://t.co/CsDaBYOC2n",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "medium": {
            "faces": []
          },
          "small": {
            "faces": []
          },
          "orig": {
            "faces": []
          }
        },
        "sizes": {
          "large": {
            "h": 553,
            "w": 1080,
            "resize": "fit"
          },
          "medium": {
            "h": 553,
            "w": 1080,
            "resize": "fit"
          },
          "small": {
            "h": 348,
            "w": 680,
            "resize": "fit"
          },
          "thumb": {
            "h": 150,
            "w": 150,
            "resize": "crop"
          }
        },
        "original_info": {
          "height": 553,
          "width": 1080,
          "focus_rects": [
            {
              "x": 0,
              "y": 0,
              "w": 988,
              "h": 553
            },
            {
              "x": 20,
              "y": 0,
              "w": 553,
              "h": 553
            },
            {
              "x": 54,
              "y": 0,
              "w": 485,
              "h": 553
            },
            {
              "x": 158,
              "y": 0,
              "w": 277,
              "h": 553
            },
            {
              "x": 0,
              "y": 0,
              "w": 1080,
              "h": 553
            }
          ]
        },
        "media_results": {
          "result": {
            "media_key": "3_2003165696646348801"
          }
        }
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [
      {
        "display_url": "colab.research.google.com/drive/1GSsrv-3…",
        "expanded_url": "https://colab.research.google.com/drive/1GSsrv-3kDG3jfxEx_T2e08YcIkmXS5S2?usp=sharing",
        "url": "https://t.co/J7cnONZQrs",
        "indices": [
          657,
          680
        ]
      }
    ],
    "user_mentions": []
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "article": null
}