Update index.json

Add more timestamps and links

Author: kfahn22

content/videos/livestreams/sentence-embeddings/clustering-sentence-embeddings/index.json

@@ -10,9 +10,20 @@
   "timestamps": [
     { "time": "0:00", "title": "Livestream starts" },
     { "time": "6:10", "title": "Welcome" },
-    { "time": "10:46", "title": "Programming with text" }
+    { "time": "10:46", "title": "Programming with text" },
+    { "time": "20:55", "title": "save embeddigs.json repo" },
+    { "time": "31:29", "title": "What is an embedding?" },
+    { "time": "38:45", "title": "Feature extraction" },
+    { "time": "47:31", "title": "Retrieval augmented Generation" },
+    { "time": "57:42", "title": "Transformers.js and ONNX" }
   ],
   "codeExamples": [
+    {
+      "title": "",
+      "description": "",
+      "image": "",
+      "urls": { "p5": "" }
+    },
     {
       "title": "Umap3 - Loading Embeddings",
       "description": "",
@@ -44,15 +55,63 @@
         },
         {
           "icon": "",
-          "title": "Replicate",
-          "url": "https://replicate.com",
-          "description": "Replicate website"
+          "title": "Transformers.js",
+          "url": "https://huggingface.co/docs/transformers.js/index",
+          "description": "Reference for Transformers.js on Hugging Face"
+        },
+        {
+          "icon": "",
+          "title": "umap-js Github Repo",
+          "url": "https://github.com/PAIR-code/umap-js",
+          "description": "umap-js Github repo"
+        },
+        {
+          "icon": "",
+          "title": "Understanding UMAP",
+          "url": "https://pair-code.github.io/understanding-umap",
+          "description": "Article by Coenen and Pearce about UMAP."
+        },
+        {
+          "icon": "",
+          "title": "RAG for Nature of Code",
+          "url": "https://huggingface.co/spaces/lilacai/nature-of-code",
+          "description": "Hugging Face space by lilacai for RAG-NOC"
+        },
+        {
+          "icon": "",
+          "title": "C-Pack: Packaged Resources To Advance General Chinese Embedding",
+          "url": "https://arxiv.org/pdf/2309.07597.pdf",
+          "description": "Paper proposing C-Pack"
+        },
+        {
+          "icon": "",
+          "title": "bge-large-en-v1.5 demo",
+          "url": "https://replicate.com/nateraw/bge-large-en-v1.5",
+          "description": "bge-large-en-v1.5 demo on Replicate"
+        },
+        {
+          "icon": "",
+          "title": "bge-large-en-v1.5",
+          "url": "https://huggingface.co/BAAI/bge-large-en-v1.5",
+          "description": "Model card about bge-large-en-v1.5 on Hugging Face"
+        },
+        {
+          "icon": "",
+          "title": "ml5",
+          "url": "https://ml5js.org",
+          "description": "Website with information and resources about the ml5 library."
+        },
+        {
+          "icon": "",
+          "title": "tensorflow.js",
+          "url": "https://www.tensorflow.org/js",
+          "description": "Website with information and resources about the tensorflow.js library."
         },
         {
           "icon": "",
-          "title": "",
-          "url": "",
-          "description": ""
+          "title": "ONNX Runtime",
+          "url": "https://onnxruntime.ai/docs/tutorials/web/",
+          "description": "Tutorial that explains how to run a machine learning model in the brower using ONNX."
         }
       ]
     },
@@ -61,9 +120,9 @@
       "links": [
         {
           "icon": "🚂",
-          "title": "",
-          "url": "",
-          "description": ""
+          "title": "How to Set up A Node Project",
+          "url": "content/videos/discord/setup-node-project",
+          "description": "My tutorial about setting up a Node project."
         }
       ]
     }