semantic-embed
Version:
A TypeScript SDK for embedding generation
71 lines • 2.8 kB
JavaScript
;
var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) {
if (k2 === undefined) k2 = k;
var desc = Object.getOwnPropertyDescriptor(m, k);
if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) {
desc = { enumerable: true, get: function() { return m[k]; } };
}
Object.defineProperty(o, k2, desc);
}) : (function(o, m, k, k2) {
if (k2 === undefined) k2 = k;
o[k2] = m[k];
}));
var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) {
Object.defineProperty(o, "default", { enumerable: true, value: v });
}) : function(o, v) {
o["default"] = v;
});
var __importStar = (this && this.__importStar) || (function () {
var ownKeys = function(o) {
ownKeys = Object.getOwnPropertyNames || function (o) {
var ar = [];
for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k;
return ar;
};
return ownKeys(o);
};
return function (mod) {
if (mod && mod.__esModule) return mod;
var result = {};
if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]);
__setModuleDefault(result, mod);
return result;
};
})();
Object.defineProperty(exports, "__esModule", { value: true });
exports.cosineSimilarity = void 0;
const dotenv = __importStar(require("dotenv"));
const math_1 = require("./utils/math");
Object.defineProperty(exports, "cosineSimilarity", { enumerable: true, get: function () { return math_1.cosineSimilarity; } });
// Load environment variables from .env file
dotenv.config();
class SemanticEmbed {
apiKey;
constructor(apiKey = process.env.SEMANTIC_EMBED_API_KEY || "") {
if (!apiKey) {
throw new Error("API Key is required. Set SEMANTIC_EMBED_API_KEY in .env.");
}
this.apiKey = apiKey;
}
async generateEmbedding(text, model = "all-MiniLM-L6-v2") {
const url = "https://semantic-embed.api.uanelacomo.com/api/v1/embeddings/generate";
try {
const response = await fetch(url, {
method: "POST",
headers: {
Authorization: `Bearer ${this.apiKey}`,
"Content-Type": "application/json",
},
body: JSON.stringify({ text, model }),
credentials: "include",
});
const data = await response.json();
return data.embedding;
}
catch (error) {
throw new Error(`Failed to fetch embedding: ${error}`);
}
}
}
exports.default = SemanticEmbed;
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