2a:null 2b:["$","title",null,{"children":"Search for Faucets with CLIP | Simon Willison | Observable"}] 30:[] 2e:{"id":"7412e6f6d7fe86bd","slug":"search-for-faucets-with-clip","title":"Search for Faucets with CLIP","thumbnail":"dbc194ea6fbe1ac24fd3970fc6dd343170162c0de41740bc43cb07d0ad765faa","access_level":"public","create_time":"$D2023-10-07T05:08:31.487Z","update_time":"$D2023-10-07T23:57:14.160Z","view_time":null,"first_public_time":"$D2023-10-07T05:08:31.487Z","has_unpublished_edits":null,"fork":{"id":"f95db02e77ea7858","slug":"openai-clip-in-a-browser","title":"OpenAI CLIP in a browser","owner":{"id":"3b974c2db4452cfc","login":"simonw","name":"Simon Willison"}},"stars":0,"starred":false,"owner":{"type":"team","id":"3b974c2db4452cfc","login":"simonw","name":"Simon Willison","avatar_url":"https://avatars-next.observableusercontent.com/78a40181b372a172b86abe69479cab717df036b9cdcbaab5a197e45a76ffb4f3","tier":"starter_2024"},"version":180,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"dc026342127b807b","login":"simonw","name":"Simon Willison","avatar_url":"https://avatars-next.observableusercontent.com/78a40181b372a172b86abe69479cab717df036b9cdcbaab5a197e45a76ffb4f3","tier":null}],"members":[{"type":"individual","id":"dc026342127b807b","login":"simonw","name":"Simon Willison","avatar_url":"https://avatars-next.observableusercontent.com/78a40181b372a172b86abe69479cab717df036b9cdcbaab5a197e45a76ffb4f3","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":2,"collection":null,"type":"notebook","body":{"titling":"auto","title":"Search for Faucets with CLIP","cells":[{"id":0,"value":"# Search for Faucets with CLIP\n\nUses https://faucet-finder.fly.dev/ - but this does not seem to work exactly as it should.\n\nTry `purple` or `gold` or `nintendo`","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":81,"value":"viewof text = Inputs.text({\n label: \"Search term\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":139,"value":"html`

${faucets\n .reverse()\n .map(\n (img) =>\n `

${img[0]}
${img[1]}

`\n )\n .join(\"\")}

${pastedFaucets\n .reverse()\n .map(\n (img) =>\n `

${img[0]}
${img[1]}

`\n )\n .join(\"\")}

`","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":168,"value":"pastedFaucets = pasted\n ? (\n await fetch(\n `https://faucet-finder.fly.dev/faucets.json?sql=select+value+from+json_each(faiss_search_with_scores(%27faucets%27%2C+%27embeddings%27%2C+faiss_encode(%3Adata)%2C+4))&data=${pasted}&_shape=arrayfirst&_json=value`\n )\n ).json()\n : []","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":136,"value":"faucets = (\n await fetch(\n `https://faucet-finder.fly.dev/faucets.json?sql=select+value+from+json_each(faiss_search_with_scores(%27faucets%27%2C+%27embeddings%27%2C+faiss_encode(%3Adata)%2C+4))&data=${JSON.stringify(\n Array.from(textEmbeddings.text_embeds.data)\n )}&_shape=arrayfirst&_json=value`\n )\n).json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":105,"value":"html``","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4,"value":"transformers = import(\"https://cdn.jsdelivr.net/npm/@xenova/transformers\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":49,"value":"tokenizer = await transformers.AutoTokenizer.from_pretrained(\n \"Xenova/clip-vit-base-patch32\"\n)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":52,"value":"text_model = await transformers.CLIPTextModelWithProjection.from_pretrained(\n \"Xenova/clip-vit-base-patch32\"\n)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":57,"value":"text_inputs = tokenizer([text], { padding: true, truncation: true })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":59,"value":"textEmbeddings = await text_model(text_inputs)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W30","stdlib":"1"}} 2f:"$2e:body"