org.neo4j.genai.vector.providers.OpenAI Maven / Gradle / Ivy
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/*
* Copyright (c) "Neo4j"
* Neo4j Sweden AB [https://neo4j.com]
*
* This file is part of Neo4j.
*
* Neo4j is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
package org.neo4j.genai.vector.providers;
import java.net.URI;
import java.util.OptionalLong;
import org.eclipse.collections.api.map.MutableMap;
import org.eclipse.collections.api.multimap.MutableMultimap;
import org.neo4j.annotations.service.ServiceProvider;
import org.neo4j.genai.util.HttpClient;
import org.neo4j.genai.vector.VectorEncoding.Provider;
import org.neo4j.genai.vector.providers.openai.OpenAIBasedEncoder;
@ServiceProvider
public final class OpenAI implements Provider {
public static final String NAME = "OpenAI";
private static final URI ENDPOINT = URI.create("https://api.openai.com/v1/embeddings");
static final String DEFAULT_MODEL = "text-embedding-ada-002";
private final HttpClient client = new HttpClient();
public static class Parameters {
public String token;
public String model = DEFAULT_MODEL;
public OptionalLong dimensions;
}
@Override
public Class parameterDeclarations() {
return Parameters.class;
}
@Override
public String name() {
return NAME;
}
@Override
public Provider.Encoder configure(Parameters configuration) {
return new Encoder(client, ENDPOINT, configuration);
}
static class Encoder extends OpenAIBasedEncoder {
private final Parameters configuration;
Encoder(HttpClient client, URI endpoint, Parameters configuration) {
super(NAME, client, endpoint, configuration.dimensions);
this.configuration = configuration;
}
@Override
protected void extendHeaders(MutableMultimap headers) {
headers.put("Authorization", "Bearer " + configuration.token);
}
@Override
protected void extendPayload(MutableMap payload) {
payload.put("model", configuration.model);
}
}
}