bge-large-en-v1.5

import { Ai } from "@cloudflare/ai";

export interface Env {
  AI: Ai;
}

export default {
  async fetch(request: Request, env: Env) {
    const ai = new Ai(env.AI);

    // Can be a string or array of strings]
    const stories = [
      "This is a story about an orange cloud",
      "This is a story about a llama",
      "This is a story about a hugging emoji",
    ];

    const embeddings = await ai.run(
      "@cf/baai/bge-large-en-v1.5",
      {
        text: stories,
      }
    );

    return Response.json(embeddings);
  },
};

import os
import requests


ACCOUNT_ID = "your-account-id"
AUTH_TOKEN = os.environ.get("CLOUDFLARE_AUTH_TOKEN")

stories = [
  'This is a story about an orange cloud',
  'This is a story about a llama',
  'This is a story about a hugging emoji'
]

response = requests.post(
  f"https://api.cloudflare.com/client/v4/accounts/{ACCOUNT_ID}/ai/run/@cf/baai/bge-large-en-v1.5",
  headers={"Authorization": "Bearer {AUTH_TOKEN}"},
  json={"text": stories}
)

print(response.json())

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/baai/bge-large-en-v1.5 \
  -X POST \
  -H "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \
  -d '{ "text": ["This is a story about an orange cloud", "This is a story about a llama", "This is a story about a hugging emoji"] }

{
"type": "object",
"properties": {
  "text": {
    "oneOf": [
      {
        "type": "string"
      },
      {
        "type": "array",
        "items": {
          "type": "string"
        },
        "maxItems": 100
      }
    ]
  }
},
"required": [
  "text"
]
}

{
"type": "object",
"contentType": "application/json",
"properties": {
  "shape": {
    "type": "array",
    "items": {
      "type": "number"
    }
  },
  "data": {
    "type": "array",
    "items": {
      "type": "array",
      "items": {
        "type": "number"
      }
    }
  }
}
}