🐦 Twitter Post Details

Viewing enriched Twitter post

@llama_index

New integration: @CleanlabAI + LlamaIndex LlamaIndex lets you build AI knowledge assistants and production agents that generate insights from enterprise data. Cleanlab makes their responses trustworthy. Add Cleanlab to: • Score trust for every LLM response • Catch… https://t.co/pTjn642OUO

Media 1

📊 Media Metadata

{
  "media": [
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1932837489238290941/media_0.jpg?",
      "filename": "media_0.jpg"
    }
  ],
  "nlp": {
    "sentiment": "positive",
    "topics": [
      "AI integration",
      "trustworthy responses",
      "enterprise data"
    ],
    "entities": [
      "CleanlabAI",
      "LlamaIndex"
    ],
    "summary": "The tweet announces a new integration between CleanlabAI and LlamaIndex, highlighting the benefits of trustworthy AI responses for enterprise data.",
    "language": "en",
    "processed_at": "2025-08-07T11:13:22.737233"
  }
}

🔧 Raw API Response

{
  "data": {
    "threaded_conversation_with_injections_v2": {
      "instructions": [
        {
          "type": "TimelineClearCache"
        },
        {
          "type": "TimelineAddEntries",
          "entries": [
            {
              "entryId": "tweet-1932837489238290941",
              "sortIndex": "1953504743863091200",
              "content": {
                "entryType": "TimelineTimelineItem",
                "__typename": "TimelineTimelineItem",
                "itemContent": {
                  "itemType": "TimelineTweet",
                  "__typename": "TimelineTweet",
                  "tweet_results": {
                    "result": {
                      "__typename": "Tweet",
                      "rest_id": "1932837489238290941",
                      "has_birdwatch_notes": false,
                      "core": {
                        "user_results": {
                          "result": {
                            "__typename": "User",
                            "id": "VXNlcjoxNjA0Mjc4MzU4Mjk2MDU1ODA4",
                            "rest_id": "1604278358296055808",
                            "affiliates_highlighted_label": {},
                            "has_graduated_access": true,
                            "is_blue_verified": true,
                            "profile_image_shape": "Circle",
                            "legacy": {
                              "can_dm": false,
                              "can_media_tag": true,
                              "created_at": "Sun Dec 18 00:52:44 +0000 2022",
                              "default_profile": true,
                              "default_profile_image": false,
                              "description": "Build AI agents over your documents\n\nGithub: https://t.co/HC19j7vMwc\nDocs: https://t.co/QInqg2zksh\nLlamaCloud: https://t.co/yQGTiRSNvj",
                              "entities": {
                                "description": {
                                  "urls": [
                                    {
                                      "display_url": "github.com/run-llama/llam…",
                                      "expanded_url": "http://github.com/run-llama/llama_index",
                                      "url": "https://t.co/HC19j7vMwc",
                                      "indices": [
                                        45,
                                        68
                                      ]
                                    },
                                    {
                                      "display_url": "docs.llamaindex.ai",
                                      "expanded_url": "http://docs.llamaindex.ai",
                                      "url": "https://t.co/QInqg2zksh",
                                      "indices": [
                                        75,
                                        98
                                      ]
                                    },
                                    {
                                      "display_url": "cloud.llamaindex.ai",
                                      "expanded_url": "https://cloud.llamaindex.ai/",
                                      "url": "https://t.co/yQGTiRSNvj",
                                      "indices": [
                                        111,
                                        134
                                      ]
                                    }
                                  ]
                                },
                                "url": {
                                  "urls": [
                                    {
                                      "display_url": "llamaindex.ai",
                                      "expanded_url": "https://www.llamaindex.ai/",
                                      "url": "https://t.co/epzefqQqZx",
                                      "indices": [
                                        0,
                                        23
                                      ]
                                    }
                                  ]
                                }
                              },
                              "fast_followers_count": 0,
                              "favourites_count": 1425,
                              "followers_count": 99662,
                              "friends_count": 28,
                              "has_custom_timelines": false,
                              "is_translator": false,
                              "listed_count": 1571,
                              "location": "",
                              "media_count": 1676,
                              "name": "LlamaIndex 🦙",
                              "normal_followers_count": 99662,
                              "pinned_tweet_ids_str": [
                                "1950285220663742516"
                              ],
                              "possibly_sensitive": false,
                              "profile_banner_url": "https://pbs.twimg.com/profile_banners/1604278358296055808/1752258343",
                              "profile_image_url_https": "https://pbs.twimg.com/profile_images/1623505166996742144/n-PNQGgd_normal.jpg",
                              "profile_interstitial_type": "",
                              "screen_name": "llama_index",
                              "statuses_count": 3500,
                              "translator_type": "none",
                              "url": "https://t.co/epzefqQqZx",
                              "verified": false,
                              "want_retweets": false,
                              "withheld_in_countries": []
                            },
                            "tipjar_settings": {}
                          }
                        }
                      },
                      "unmention_data": {},
                      "edit_control": {
                        "edit_tweet_ids": [
                          "1932837489238290941"
                        ],
                        "editable_until_msecs": "1749662942000",
                        "is_edit_eligible": true,
                        "edits_remaining": "5"
                      },
                      "is_translatable": false,
                      "views": {
                        "count": "8859",
                        "state": "EnabledWithCount"
                      },
                      "source": "<a href=\"https://typefully.com/\" rel=\"nofollow\">Typefully</a>",
                      "note_tweet": {
                        "is_expandable": true,
                        "note_tweet_results": {
                          "result": {
                            "id": "Tm90ZVR3ZWV0OjE5MzI4Mzc0ODkwNTc5NTk5MzY=",
                            "text": "New integration: @CleanlabAI + LlamaIndex\nLlamaIndex lets you build AI knowledge assistants and production agents that generate insights from enterprise data. Cleanlab makes their responses trustworthy.\n\nAdd Cleanlab to:\n• Score trust for every LLM response\n• Catch hallucinated/incorrect responses in real time\n• Root cause why certain responses are untrustworthy (poor retrieval, bad data/context, tricky query, LLM hallucination, ...)\nPowerful assistants. Trustworthy outputs.\n\nGet started → https://t.co/OKRoonGKmw",
                            "entity_set": {
                              "hashtags": [],
                              "symbols": [],
                              "urls": [
                                {
                                  "display_url": "docs.llamaindex.ai/en/stable/exam…",
                                  "expanded_url": "https://docs.llamaindex.ai/en/stable/examples/evaluation/Cleanlab/?utm_source=socials&utm_medium=li_social",
                                  "url": "https://t.co/OKRoonGKmw",
                                  "indices": [
                                    495,
                                    518
                                  ]
                                }
                              ],
                              "user_mentions": [
                                {
                                  "id_str": "1453005303075774472",
                                  "name": "Cleanlab",
                                  "screen_name": "CleanlabAI",
                                  "indices": [
                                    17,
                                    28
                                  ]
                                }
                              ]
                            }
                          }
                        }
                      },
                      "legacy": {
                        "bookmark_count": 42,
                        "bookmarked": false,
                        "created_at": "Wed Jun 11 16:29:02 +0000 2025",
                        "conversation_id_str": "1932837489238290941",
                        "display_text_range": [
                          0,
                          266
                        ],
                        "entities": {
                          "hashtags": [],
                          "media": [
                            {
                              "display_url": "pic.x.com/pTjn642OUO",
                              "expanded_url": "https://x.com/llama_index/status/1932837489238290941/photo/1",
                              "id_str": "1932837486163865604",
                              "indices": [
                                267,
                                290
                              ],
                              "media_key": "3_1932837486163865604",
                              "media_url_https": "https://pbs.twimg.com/media/GtLRc_tbMAQzeRR.jpg",
                              "type": "photo",
                              "url": "https://t.co/pTjn642OUO",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": [
                                    {
                                      "x": 981,
                                      "y": 461,
                                      "h": 105,
                                      "w": 105
                                    }
                                  ]
                                },
                                "medium": {
                                  "faces": [
                                    {
                                      "x": 575,
                                      "y": 270,
                                      "h": 61,
                                      "w": 61
                                    }
                                  ]
                                },
                                "small": {
                                  "faces": [
                                    {
                                      "x": 325,
                                      "y": 153,
                                      "h": 34,
                                      "w": 34
                                    }
                                  ]
                                },
                                "orig": {
                                  "faces": [
                                    {
                                      "x": 1137,
                                      "y": 535,
                                      "h": 122,
                                      "w": 122
                                    }
                                  ]
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1052,
                                  "w": 2048,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 616,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 349,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1218,
                                "width": 2372,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2175,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1218,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1068,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 609,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2372,
                                    "h": 1218
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1932837486163865604"
                                }
                              }
                            }
                          ],
                          "symbols": [],
                          "timestamps": [],
                          "urls": [],
                          "user_mentions": [
                            {
                              "id_str": "1453005303075774472",
                              "name": "Cleanlab",
                              "screen_name": "CleanlabAI",
                              "indices": [
                                17,
                                28
                              ]
                            }
                          ]
                        },
                        "extended_entities": {
                          "media": [
                            {
                              "display_url": "pic.x.com/pTjn642OUO",
                              "expanded_url": "https://x.com/llama_index/status/1932837489238290941/photo/1",
                              "id_str": "1932837486163865604",
                              "indices": [
                                267,
                                290
                              ],
                              "media_key": "3_1932837486163865604",
                              "media_url_https": "https://pbs.twimg.com/media/GtLRc_tbMAQzeRR.jpg",
                              "type": "photo",
                              "url": "https://t.co/pTjn642OUO",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": [
                                    {
                                      "x": 981,
                                      "y": 461,
                                      "h": 105,
                                      "w": 105
                                    }
                                  ]
                                },
                                "medium": {
                                  "faces": [
                                    {
                                      "x": 575,
                                      "y": 270,
                                      "h": 61,
                                      "w": 61
                                    }
                                  ]
                                },
                                "small": {
                                  "faces": [
                                    {
                                      "x": 325,
                                      "y": 153,
                                      "h": 34,
                                      "w": 34
                                    }
                                  ]
                                },
                                "orig": {
                                  "faces": [
                                    {
                                      "x": 1137,
                                      "y": 535,
                                      "h": 122,
                                      "w": 122
                                    }
                                  ]
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1052,
                                  "w": 2048,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 616,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 349,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1218,
                                "width": 2372,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2175,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1218,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1068,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 609,
                                    "h": 1218
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2372,
                                    "h": 1218
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1932837486163865604"
                                }
                              }
                            }
                          ]
                        },
                        "favorite_count": 69,
                        "favorited": false,
                        "full_text": "New integration: @CleanlabAI + LlamaIndex\nLlamaIndex lets you build AI knowledge assistants and production agents that generate insights from enterprise data. Cleanlab makes their responses trustworthy.\n\nAdd Cleanlab to:\n• Score trust for every LLM response\n• Catch… https://t.co/pTjn642OUO",
                        "is_quote_status": false,
                        "lang": "en",
                        "possibly_sensitive": false,
                        "possibly_sensitive_editable": true,
                        "quote_count": 3,
                        "reply_count": 4,
                        "retweet_count": 13,
                        "retweeted": false,
                        "user_id_str": "1604278358296055808",
                        "id_str": "1932837489238290941"
                      },
                      "quick_promote_eligibility": {
                        "eligibility": "IneligibleNotProfessional"
                      }
                    }
                  },
                  "tweetDisplayType": "Tweet"
                },
                "clientEventInfo": {
                  "component": "tweet",
                  "element": "tweet"
                }
              }
            },
            {
              "entryId": "conversationthread-1932844335780737415",
              "sortIndex": "1953504743863091190",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1932844335780737415-tweet-1932844335780737415",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1932844335780737415",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyMzI2NjE0NDg=",
                                  "rest_id": "232661448",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Fri Dec 31 21:08:41 +0000 2010",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "I am a traveller, photographer and Data Scientist enthusiast\nBTC account to donate: 39yg43D5CLixGra9JWjsQqFAdEWN6MxNNu",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "medium.com/@andysingal",
                                            "expanded_url": "https://medium.com/@andysingal",
                                            "url": "https://t.co/YEzWZMUXlO",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 19553,
                                    "followers_count": 836,
                                    "friends_count": 385,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 29,
                                    "location": "USA",
                                    "media_count": 849,
                                    "name": "Ankush Singal",
                                    "normal_followers_count": 836,
                                    "pinned_tweet_ids_str": [
                                      "1746021401163890801"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/232661448/1435752573",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1742773204362665984/WvR9z50s_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "andysingal",
                                    "statuses_count": 19178,
                                    "translator_type": "none",
                                    "url": "https://t.co/YEzWZMUXlO",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1738249436726505488",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 144,
                                        "name": "Education",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "card": {
                              "rest_id": "https://t.co/X8Mzh8m9rD",
                              "legacy": {
                                "binding_values": [
                                  {
                                    "key": "photo_image_full_size_large",
                                    "value": {
                                      "image_value": {
                                        "height": 419,
                                        "width": 800,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=800x419"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image",
                                    "value": {
                                      "image_value": {
                                        "height": 150,
                                        "width": 178,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=280x150"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "description",
                                    "value": {
                                      "string_value": "Salesforce AI Researchers Introduce UAEval4RAG: A New Benchmark to Evaluate RAG Systems’ Ability to Reject Unanswerable Queries",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "domain",
                                    "value": {
                                      "string_value": "www.marktechpost.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_large",
                                    "value": {
                                      "image_value": {
                                        "height": 320,
                                        "width": 380,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=800x320_1"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_small",
                                    "value": {
                                      "image_value": {
                                        "height": 202,
                                        "width": 386,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=386x202"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_original",
                                    "value": {
                                      "image_value": {
                                        "height": 1240,
                                        "width": 1474,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "site",
                                    "value": {
                                      "scribe_key": "publisher_id",
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "717930546391687170",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_small",
                                    "value": {
                                      "image_value": {
                                        "height": 202,
                                        "width": 386,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=386x202"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_large",
                                    "value": {
                                      "image_value": {
                                        "height": 419,
                                        "width": 800,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=800x419"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_small",
                                    "value": {
                                      "image_value": {
                                        "height": 84,
                                        "width": 100,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=100x100"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "creator",
                                    "value": {
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "717930546391687170",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 1240,
                                        "width": 1474,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_original",
                                    "value": {
                                      "image_value": {
                                        "height": 1240,
                                        "width": 1474,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "vanity_url",
                                    "value": {
                                      "scribe_key": "vanity_url",
                                      "string_value": "marktechpost.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size",
                                    "value": {
                                      "image_value": {
                                        "height": 314,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=600x314"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 92.23
                                          },
                                          {
                                            "rgb": {
                                              "blue": 130,
                                              "green": 130,
                                              "red": 130
                                            },
                                            "percentage": 5.1
                                          },
                                          {
                                            "rgb": {
                                              "blue": 175,
                                              "green": 178,
                                              "red": 181
                                            },
                                            "percentage": 1.05
                                          },
                                          {
                                            "rgb": {
                                              "blue": 223,
                                              "green": 166,
                                              "red": 117
                                            },
                                            "percentage": 0.8
                                          },
                                          {
                                            "rgb": {
                                              "blue": 149,
                                              "green": 84,
                                              "red": 49
                                            },
                                            "percentage": 0.48
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "title",
                                    "value": {
                                      "string_value": "Salesforce AI Researchers Introduce UAEval4RAG: A New Benchmark to Evaluate RAG Systems’ Ability to...",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 92.23
                                          },
                                          {
                                            "rgb": {
                                              "blue": 130,
                                              "green": 130,
                                              "red": 130
                                            },
                                            "percentage": 5.1
                                          },
                                          {
                                            "rgb": {
                                              "blue": 175,
                                              "green": 178,
                                              "red": 181
                                            },
                                            "percentage": 1.05
                                          },
                                          {
                                            "rgb": {
                                              "blue": 223,
                                              "green": 166,
                                              "red": 117
                                            },
                                            "percentage": 0.8
                                          },
                                          {
                                            "rgb": {
                                              "blue": 149,
                                              "green": 84,
                                              "red": 49
                                            },
                                            "percentage": 0.48
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 1240,
                                        "width": 1474,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image",
                                    "value": {
                                      "image_value": {
                                        "height": 314,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=600x314"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 92.23
                                          },
                                          {
                                            "rgb": {
                                              "blue": 130,
                                              "green": 130,
                                              "red": 130
                                            },
                                            "percentage": 5.1
                                          },
                                          {
                                            "rgb": {
                                              "blue": 175,
                                              "green": 178,
                                              "red": 181
                                            },
                                            "percentage": 1.05
                                          },
                                          {
                                            "rgb": {
                                              "blue": 223,
                                              "green": 166,
                                              "red": 117
                                            },
                                            "percentage": 0.8
                                          },
                                          {
                                            "rgb": {
                                              "blue": 149,
                                              "green": 84,
                                              "red": 49
                                            },
                                            "percentage": 0.48
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 1240,
                                        "width": 1474,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "card_url",
                                    "value": {
                                      "scribe_key": "card_url",
                                      "string_value": "https://t.co/X8Mzh8m9rD",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_original",
                                    "value": {
                                      "image_value": {
                                        "height": 1240,
                                        "width": 1474,
                                        "url": "https://pbs.twimg.com/card_img/1953350255182761984/sYMlN_9K?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  }
                                ],
                                "card_platform": {
                                  "platform": {
                                    "audience": {
                                      "name": "production"
                                    },
                                    "device": {
                                      "name": "Android",
                                      "version": "12"
                                    }
                                  }
                                },
                                "name": "summary_large_image",
                                "url": "https://t.co/X8Mzh8m9rD",
                                "user_refs_results": [
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjo3MTc5MzA1NDYzOTE2ODcxNzA=",
                                      "rest_id": "717930546391687170",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": true,
                                      "profile_image_shape": "Circle",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": true,
                                        "created_at": "Thu Apr 07 04:22:35 +0000 2016",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "🐝 AI Dev News Platform (1 million+monthly traffic) | 100 k+ ML subreddit | Contact: Asif@marktechpost.com",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "reddit.com/r/machinelearn…",
                                                "expanded_url": "https://www.reddit.com/r/machinelearningnews/",
                                                "url": "https://t.co/iocWWE3rNC",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 6394,
                                        "followers_count": 9410,
                                        "friends_count": 1115,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 199,
                                        "location": "What is trending in AI? ",
                                        "media_count": 3308,
                                        "name": "Marktechpost AI Dev News ⚡",
                                        "normal_followers_count": 9410,
                                        "pinned_tweet_ids_str": [
                                          "1943424573657231556"
                                        ],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/717930546391687170/1754523393",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/994114664874180608/tD0vcytP_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "Marktechpost",
                                        "statuses_count": 11714,
                                        "translator_type": "none",
                                        "url": "https://t.co/iocWWE3rNC",
                                        "verified": false,
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "professional": {
                                        "rest_id": "1615048274704224256",
                                        "professional_type": "Business",
                                        "category": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  },
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjo3MTc5MzA1NDYzOTE2ODcxNzA=",
                                      "rest_id": "717930546391687170",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": true,
                                      "profile_image_shape": "Circle",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": true,
                                        "created_at": "Thu Apr 07 04:22:35 +0000 2016",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "🐝 AI Dev News Platform (1 million+monthly traffic) | 100 k+ ML subreddit | Contact: Asif@marktechpost.com",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "reddit.com/r/machinelearn…",
                                                "expanded_url": "https://www.reddit.com/r/machinelearningnews/",
                                                "url": "https://t.co/iocWWE3rNC",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 6394,
                                        "followers_count": 9410,
                                        "friends_count": 1115,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 199,
                                        "location": "What is trending in AI? ",
                                        "media_count": 3308,
                                        "name": "Marktechpost AI Dev News ⚡",
                                        "normal_followers_count": 9410,
                                        "pinned_tweet_ids_str": [
                                          "1943424573657231556"
                                        ],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/717930546391687170/1754523393",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/994114664874180608/tD0vcytP_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "Marktechpost",
                                        "statuses_count": 11714,
                                        "translator_type": "none",
                                        "url": "https://t.co/iocWWE3rNC",
                                        "verified": false,
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "professional": {
                                        "rest_id": "1615048274704224256",
                                        "professional_type": "Business",
                                        "category": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                ]
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1932844335780737415"
                              ],
                              "editable_until_msecs": "1749664574000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "123",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 1,
                              "bookmarked": false,
                              "created_at": "Wed Jun 11 16:56:14 +0000 2025",
                              "conversation_id_str": "1932837489238290941",
                              "display_text_range": [
                                25,
                                77
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "marktechpost.com/2025/05/19/sal…",
                                    "expanded_url": "https://www.marktechpost.com/2025/05/19/salesforce-ai-researchers-introduce-uaeval4rag-a-new-benchmark-to-evaluate-rag-systems-ability-to-reject-unanswerable-queries/",
                                    "url": "https://t.co/X8Mzh8m9rD",
                                    "indices": [
                                      54,
                                      77
                                    ]
                                  }
                                ],
                                "user_mentions": [
                                  {
                                    "id_str": "1604278358296055808",
                                    "name": "LlamaIndex 🦙",
                                    "screen_name": "llama_index",
                                    "indices": [
                                      0,
                                      12
                                    ]
                                  },
                                  {
                                    "id_str": "1453005303075774472",
                                    "name": "Cleanlab",
                                    "screen_name": "CleanlabAI",
                                    "indices": [
                                      13,
                                      24
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@llama_index @CleanlabAI looks similar to UAEval4RAG? https://t.co/X8Mzh8m9rD",
                              "in_reply_to_screen_name": "llama_index",
                              "in_reply_to_status_id_str": "1932837489238290941",
                              "in_reply_to_user_id_str": "1604278358296055808",
                              "is_quote_status": false,
                              "lang": "en",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "232661448",
                              "id_str": "1932844335780737415"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1932844335780737415"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1933017309121265687",
              "sortIndex": "1953504743863091180",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1933017309121265687-tweet-1933017309121265687",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1933017309121265687",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxOTI3Njk0MzY3MjY5Mjk0MDgx",
                                  "rest_id": "1927694367269294081",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Wed May 28 11:53:25 +0000 2025",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "👨‍💻 AI learner | Exploring Machine Learning, NLP, GPT\n🛠️ Building tools & sharing code\n🧵 AI threads | Daily progress | From 🇵🇰 to the world",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "proaizone.com",
                                            "expanded_url": "https://proaizone.com/",
                                            "url": "https://t.co/IC8xwqIM87",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 49,
                                    "followers_count": 7,
                                    "friends_count": 53,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "Lahore Pakistan",
                                    "media_count": 21,
                                    "name": "Rizwan Rolex",
                                    "normal_followers_count": 7,
                                    "pinned_tweet_ids_str": [
                                      "1928883809329532935"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1927694367269294081/1748807405",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1929253798502920192/PFVW5TTS_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "rizwan_rolex",
                                    "statuses_count": 81,
                                    "translator_type": "none",
                                    "url": "https://t.co/IC8xwqIM87",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1933017309121265687"
                              ],
                              "editable_until_msecs": "1749705814000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "10",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Thu Jun 12 04:23:34 +0000 2025",
                              "conversation_id_str": "1932837489238290941",
                              "display_text_range": [
                                25,
                                207
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "1604278358296055808",
                                    "name": "LlamaIndex 🦙",
                                    "screen_name": "llama_index",
                                    "indices": [
                                      0,
                                      12
                                    ]
                                  },
                                  {
                                    "id_str": "1453005303075774472",
                                    "name": "Cleanlab",
                                    "screen_name": "CleanlabAI",
                                    "indices": [
                                      13,
                                      24
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@llama_index @CleanlabAI This is a solid combo 🔥 LlamaIndex for smart retrieval, Cleanlab for trust — exactly what’s needed to move from flashy demos to reliable, real-world AI assistants. Love to see it! 🤖✅",
                              "in_reply_to_screen_name": "llama_index",
                              "in_reply_to_status_id_str": "1932837489238290941",
                              "in_reply_to_user_id_str": "1604278358296055808",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1927694367269294081",
                              "id_str": "1933017309121265687"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1933017309121265687"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1932845261522677934",
              "sortIndex": "1953504743863091170",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1932845261522677934-tweet-1932845261522677934",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1932845261522677934",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxODczMTE4NjcwMDg1NjAzMzMy",
                                  "rest_id": "1873118670085603332",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Sat Dec 28 21:27:59 +0000 2024",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 399,
                                    "followers_count": 30,
                                    "friends_count": 54,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 0,
                                    "name": "Llama 🦙",
                                    "normal_followers_count": 30,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1873118670085603332/1735474713",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1873118901417996288/jrZ-DXk3_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Llammmmaaa",
                                    "statuses_count": 235,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1932845261522677934"
                              ],
                              "editable_until_msecs": "1749664795000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "59",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Wed Jun 11 16:59:55 +0000 2025",
                              "conversation_id_str": "1932837489238290941",
                              "display_text_range": [
                                25,
                                32
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "1604278358296055808",
                                    "name": "LlamaIndex 🦙",
                                    "screen_name": "llama_index",
                                    "indices": [
                                      0,
                                      12
                                    ]
                                  },
                                  {
                                    "id_str": "1453005303075774472",
                                    "name": "Cleanlab",
                                    "screen_name": "CleanlabAI",
                                    "indices": [
                                      13,
                                      24
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@llama_index @CleanlabAI Llama 🦙",
                              "in_reply_to_screen_name": "llama_index",
                              "in_reply_to_status_id_str": "1932837489238290941",
                              "in_reply_to_user_id_str": "1604278358296055808",
                              "is_quote_status": false,
                              "lang": "es",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1873118670085603332",
                              "id_str": "1932845261522677934"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1932845261522677934"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "cursor-showmorethreads-1953504743863091169",
              "sortIndex": "1953504743863091169",
              "content": {
                "entryType": "TimelineTimelineCursor",
                "__typename": "TimelineTimelineCursor",
                "value": "DAAFCgABGxw-NuT__98LAAIAAABIRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFRYTB0aUdVdHN3cmhyUzBYU3ltekg5R3RMWHJzaFdNWWNhMDNVQVJ0ckFGdz09CAADAAAABwAA",
                "cursorType": "ShowMoreThreads",
                "displayTreatment": {
                  "actionText": "Show probable spam"
                }
              }
            }
          ]
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Top"
        }
      ],
      "metadata": {
        "scribeConfig": {
          "page": "ranked_replies"
        }
      }
    }
  }
}