🐦 Twitter Post Details

Viewing enriched Twitter post

@jerryjliu0

If you want to build an async-first multi-agent system, check out this fantastic tutorial by @jamescalam on @llama_index workflows! Build a full research agent system by passing messages between an LLM reasoning module + web/RAG tools. The nice part about our workflows is you can write literally whatever you want in the steps, but take advantage of our async, event-driven orchestration. Video: https://t.co/0i9avz3daY Notebook: https://t.co/MSOmhxwWtK To learn more check out our workflows guide: https://t.co/tNolgSm48v

Media 1

📊 Media Metadata

{
  "media": [
    {
      "type": "photo",
      "url": "https://pbs.twimg.com/media/GZtHoC_aAAIZD32.jpg",
      "media_url": "https://pbs.twimg.com/media/GZtHoC_aAAIZD32.jpg",
      "filename": "media_0.jpg"
    }
  ],
  "nlp": {
    "sentiment": "positive",
    "processed_at": "2025-08-06T12:58:02.180181"
  },
  "original_structure": "had_media_only",
  "enhanced_from_raw_response": true,
  "enhanced_at": "2025-08-13T17:20:00Z"
}

🔧 Raw API Response

{
  "user": {
    "created_at": "2011-09-07T22:54:31.000Z",
    "default_profile_image": false,
    "description": "co-founder/CEO @llama_index\n\nCareers: https://t.co/EUnMNmbCtx\nEnterprise: https://t.co/Ht5jwxSrQB",
    "fast_followers_count": 0,
    "favourites_count": 7173,
    "followers_count": 54387,
    "friends_count": 1364,
    "has_custom_timelines": true,
    "is_translator": false,
    "listed_count": 1136,
    "location": "",
    "media_count": 1063,
    "name": "Jerry Liu",
    "normal_followers_count": 54387,
    "possibly_sensitive": false,
    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1283610285031460864/1Q4zYhtb_normal.jpg",
    "screen_name": "jerryjliu0",
    "statuses_count": 5321,
    "translator_type": "none",
    "url": "https://t.co/YiIfjVlzb6",
    "verified": true,
    "withheld_in_countries": [],
    "id_str": "369777416"
  },
  "id": "1845147231856492619",
  "conversation_id": "1845147231856492619",
  "full_text": "If you want to build an async-first multi-agent system, check out this fantastic tutorial by @jamescalam on @llama_index workflows! \n\nBuild a full research agent system by passing messages between an LLM reasoning module + web/RAG tools. The nice part about our workflows is you can write literally whatever you want in the steps, but take advantage of our async, event-driven orchestration.\n\nVideo: https://t.co/0i9avz3daY\nNotebook: https://t.co/MSOmhxwWtK\nTo learn more check out our workflows guide: https://t.co/tNolgSm48v",
  "reply_count": 0,
  "retweet_count": 21,
  "favorite_count": 94,
  "hashtags": [],
  "symbols": [],
  "user_mentions": [
    {
      "id_str": "737642676456173568",
      "name": "James Briggs",
      "screen_name": "jamescalam",
      "profile": "https://twitter.com/jamescalam"
    },
    {
      "id_str": "1604278358296055808",
      "name": "LlamaIndex 🦙",
      "screen_name": "llama_index",
      "profile": "https://twitter.com/llama_index"
    }
  ],
  "urls": [],
  "media": [
    {
      "media_url": "https://pbs.twimg.com/media/GZtHoC_aAAIZD32.jpg",
      "type": "photo"
    }
  ],
  "url": "https://twitter.com/jerryjliu0/status/1845147231856492619",
  "created_at": "2024-10-12T16:59:15.000Z",
  "#sort_index": "1845147231856492619",
  "view_count": 14556,
  "quote_count": 1,
  "is_quote_tweet": true,
  "is_retweet": false,
  "is_pinned": false,
  "is_truncated": true,
  "quoted_tweet": {
    "user": {
      "created_at": "2022-12-18T00:52:44.000Z",
      "default_profile_image": false,
      "description": "Build LLM agents over your data\n\nGithub: https://t.co/HC19j7vMwc\nDocs: https://t.co/QInqg2zksh\nDiscord: https://t.co/3ktq3zzYII",
      "fast_followers_count": 0,
      "favourites_count": 1261,
      "followers_count": 82611,
      "friends_count": 26,
      "has_custom_timelines": false,
      "is_translator": false,
      "listed_count": 1366,
      "location": "",
      "media_count": 1375,
      "name": "LlamaIndex 🦙",
      "normal_followers_count": 82611,
      "possibly_sensitive": false,
      "profile_banner_url": "https://pbs.twimg.com/profile_banners/1604278358296055808/1696908553",
      "profile_image_url_https": "https://pbs.twimg.com/profile_images/1623505166996742144/n-PNQGgd_normal.jpg",
      "screen_name": "llama_index",
      "statuses_count": 2997,
      "translator_type": "none",
      "url": "https://t.co/epzefqQqZx",
      "verified": true,
      "withheld_in_countries": [],
      "id_str": "1604278358296055808"
    },
    "id": "1843752244178760043",
    "conversation_id": "1843752244178760043",
    "full_text": "Check out this comprehensive tutorial of LlamaIndex Workflows from @jamescalam! It covers:\n\n➡️ What Workflows are, comparing them to LangGraph\n➡️ Full guide to getting up and running\n➡️ How to build an AI research agent using Workflows\n➡️ Debugging and optimization tips\n\nhttps://t.co/VaUGReFswN",
    "reply_count": 0,
    "retweet_count": 15,
    "favorite_count": 93,
    "hashtags": [],
    "symbols": [],
    "user_mentions": [
      {
        "id_str": "737642676456173568",
        "name": "James Briggs",
        "screen_name": "jamescalam",
        "profile": "https://twitter.com/jamescalam"
      }
    ],
    "urls": [],
    "media": [
      {
        "media_url": "https://pbs.twimg.com/media/GZZSUD5bMAABE2u.jpg",
        "type": "photo"
      }
    ],
    "url": "https://twitter.com/llama_index/status/1843752244178760043",
    "created_at": "2024-10-08T20:36:04.000Z",
    "#sort_index": "1845147231856492500",
    "view_count": 20905,
    "quote_count": 1,
    "is_quote_tweet": false,
    "is_retweet": false,
    "is_pinned": false,
    "is_truncated": true
  },
  "startUrl": "https://x.com/jerryjliu0/status/1845147231856492619"
}