🐦 Twitter Post Details

Viewing enriched Twitter post

@jerryjliu0

Tutorial: Automating KYC with AI agents 🪪🕵 I’m creating a new tutorial series of automating practical document workflows with agents. Every financial institution needs to perform KYC (know your customer) to verify a customer’s identity, and this involves manually sifting through IDs, bank statements, etc. and doing the cross-checking by hand. This is a great first use case for agentic document workflows: 1. Extract identification information from the user supplied ID (license, passport) 2. Extract fields from utility bills/bank statements and then use LLMs to cross-validate extracted fields with the extracted ID fields It obviously doesn’t cover the full e2e process and uses publicly available online data, but should be a good reference guide to get started. To make this work well, you do need high-quality document extraction with confidence scores and citations! Check out the tutorial: https://t.co/G6f5zFvNZs If you’re interested come check out LlamaParse: https://t.co/TqP6OT5U5O

Media 2

📊 Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2041211035160600862/media_0.mp4",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2041211035160600862/media_0.mp4",
      "type": "video",
      "filename": "media_0.mp4"
    },
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2041211035160600862/media_1.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2041211035160600862/media_1.jpg",
      "type": "photo",
      "filename": "media_1.jpg"
    }
  ],
  "processed_at": "2026-04-07T00:47:04.186711",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2041211035160600862",
  "url": "https://x.com/jerryjliu0/status/2041211035160600862",
  "twitterUrl": "https://twitter.com/jerryjliu0/status/2041211035160600862",
  "text": "Tutorial: Automating KYC with AI agents 🪪🕵\n\nI’m creating a new tutorial series of automating practical document workflows with agents.\n\nEvery financial institution needs to perform KYC (know your customer) to verify a customer’s identity, and this involves manually sifting through IDs, bank statements, etc. and doing the cross-checking by hand.\nThis is a great first use case for agentic document workflows:\n1. Extract identification information from the user supplied ID (license, passport)\n2. Extract fields from utility bills/bank statements and then use LLMs to cross-validate extracted fields with the extracted ID fields\n\nIt obviously doesn’t cover the full e2e process and uses publicly available online data, but should be a good reference guide to get started. To make this work well, you do need high-quality document extraction with confidence scores and citations!\n\nCheck out the tutorial: https://t.co/G6f5zFvNZs\nIf you’re interested come check out LlamaParse: https://t.co/TqP6OT5U5O",
  "source": "Twitter for iPhone",
  "retweetCount": 12,
  "replyCount": 3,
  "likeCount": 30,
  "quoteCount": 0,
  "viewCount": 2982,
  "createdAt": "Mon Apr 06 17:46:49 +0000 2026",
  "lang": "en",
  "bookmarkCount": 39,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2041211035160600862",
  "displayTextRange": [
    0,
    273
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "jerryjliu0",
    "url": "https://x.com/jerryjliu0",
    "twitterUrl": "https://twitter.com/jerryjliu0",
    "id": "369777416",
    "name": "Jerry Liu",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1283610285031460864/1Q4zYhtb_normal.jpg",
    "coverPicture": "",
    "description": "",
    "location": "",
    "followers": 72176,
    "following": 1468,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Wed Sep 07 22:54:31 +0000 2011",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 8604,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 1470,
    "statusesCount": 6809,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "document OCR + workflows @llama_index. cofounder/CEO\n\nCareers: https://t.co/EUnMNmb4DZ\nEnterprise: https://t.co/Ht5jwxRU13",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [
            {
              "display_url": "llamaindex.ai/careers",
              "expanded_url": "https://www.llamaindex.ai/careers",
              "indices": [
                63,
                86
              ],
              "url": "https://t.co/EUnMNmb4DZ"
            },
            {
              "display_url": "llamaindex.ai/contact",
              "expanded_url": "https://www.llamaindex.ai/contact",
              "indices": [
                99,
                122
              ],
              "url": "https://t.co/Ht5jwxRU13"
            }
          ],
          "user_mentions": [
            {
              "id_str": "0",
              "indices": [
                25,
                37
              ],
              "name": "",
              "screen_name": "llama_index"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "llamaindex.ai",
              "expanded_url": "https://www.llamaindex.ai/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/YiIfjVl1ly"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "additional_media_info": {
          "monetizable": true
        },
        "display_url": "pic.twitter.com/1zbOeyp37I",
        "expanded_url": "https://twitter.com/jerryjliu0/status/2041211035160600862/video/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "id_str": "2041210955074519040",
        "indices": [
          274,
          297
        ],
        "media_key": "13_2041210955074519040",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAARxT1oyA2kAAAAA=",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAAECgABHFPWjIDaQAAAAA==",
            "media_key": "13_2041210955074519040"
          }
        },
        "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2041210955074519040/img/EAZGlC35o_gvf8Hl.jpg",
        "original_info": {
          "focus_rects": [],
          "height": 1080,
          "width": 1420
        },
        "sizes": {
          "large": {
            "h": 1080,
            "w": 1420
          }
        },
        "type": "video",
        "url": "https://t.co/1zbOeyp37I",
        "video_info": {
          "aspect_ratio": [
            71,
            54
          ],
          "duration_millis": 78716,
          "variants": [
            {
              "content_type": "application/x-mpegURL",
              "url": "https://video.twimg.com/amplify_video/2041210955074519040/pl/5T-1oKEMtATG_t_k.m3u8?tag=21"
            },
            {
              "bitrate": 256000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2041210955074519040/vid/avc1/354x270/F-Gfq9sJMyRKDRRK.mp4?tag=21"
            },
            {
              "bitrate": 832000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2041210955074519040/vid/avc1/472x360/I9E4jPTLyEAd5I4Z.mp4?tag=21"
            },
            {
              "bitrate": 2176000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2041210955074519040/vid/avc1/946x720/R9mvFKwaNQ2iKUD1.mp4?tag=21"
            },
            {
              "bitrate": 10368000,
              "content_type": "video/mp4",
              "url": "https://video.twimg.com/amplify_video/2041210955074519040/vid/avc1/1420x1080/1gOi4Wk7Mwam0rkU.mp4?tag=21"
            }
          ]
        }
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [
      {
        "display_url": "github.com/jerryjliu/llam…",
        "expanded_url": "https://github.com/jerryjliu/llamaparse_use_cases/blob/main/kyc/tutorial.md",
        "indices": [
          904,
          927
        ],
        "url": "https://t.co/G6f5zFvNZs"
      },
      {
        "display_url": "cloud.llamaindex.ai/?utm_source=xj…",
        "expanded_url": "https://cloud.llamaindex.ai/?utm_source=xjl&utm_medium=social",
        "indices": [
          976,
          999
        ],
        "url": "https://t.co/TqP6OT5U5O"
      }
    ],
    "user_mentions": []
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}