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gemini.ts
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94 lines (83 loc) · 2.49 KB
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import {
Content,
GoogleGenerativeAI,
HarmBlockThreshold,
HarmCategory,
Part
} from '@google/generative-ai';
import axios from 'axios';
import { OpenAI } from 'openai';
import { AiEngine, AiEngineConfig } from './Engine';
interface GeminiConfig extends AiEngineConfig {}
export class GeminiEngine implements AiEngine {
config: GeminiConfig;
client: GoogleGenerativeAI;
constructor(config) {
this.client = new GoogleGenerativeAI(config.apiKey);
this.config = config;
}
async generateCommitMessage(
messages: Array<OpenAI.Chat.Completions.ChatCompletionMessageParam>
): Promise<string | undefined> {
const systemInstruction = messages
.filter((m) => m.role === 'system')
.map((m) => m.content)
.join('\n');
const gemini = this.client.getGenerativeModel({
model: this.config.model,
systemInstruction
});
const contents = messages
.filter((m) => m.role !== 'system')
.map(
(m) =>
({
parts: [{ text: m.content } as Part],
role: m.role === 'user' ? m.role : 'model'
} as Content)
);
try {
const result = await gemini.generateContent({
contents,
safetySettings: [
{
category: HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT,
threshold: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE
},
{
category: HarmCategory.HARM_CATEGORY_HARASSMENT,
threshold: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE
},
{
category: HarmCategory.HARM_CATEGORY_HATE_SPEECH,
threshold: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE
},
{
category: HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT,
threshold: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE
}
],
generationConfig: {
maxOutputTokens: this.config.maxTokensOutput,
temperature: 0,
topP: 0.1
}
});
const content = result.response.text();
if (content && content.includes('<think>')) {
return content.replace(/<think>[\s\S]*?<\/think>/g, '').trim();
}
return content;
} catch (error) {
const err = error as Error;
if (
axios.isAxiosError<{ error?: { message: string } }>(error) &&
error.response?.status === 401
) {
const geminiError = error.response.data.error;
if (geminiError) throw new Error(geminiError?.message);
}
throw err;
}
}
}