New Model Support: Qwen

This commit is contained in:
Ninot-Quyi[CN] 2024-10-28 13:50:39 +08:00
parent 379ce2d5e7
commit 64dd9a9775

View file

@ -6,46 +6,39 @@ export class Qwen {
constructor(model_name, url) { constructor(model_name, url) {
this.model_name = model_name; this.model_name = model_name;
this.url = url; this.url = url;
let config = {};
if (this.url)
config.baseURL = this.url;
config.apiKey = getKey('QWEN_API_KEY'); const config = {
baseURL: this.url,
apiKey: getKey('QWEN_API_KEY'),
};
this.openai = new OpenAIApi(config); this.openai = new OpenAIApi(config);
this.apiKey = config.apiKey; this.apiKey = config.apiKey;
} }
async sendRequest(turns, systemMessage, stop_seq = '***') { async sendRequest(turns, systemMessage, stop_seq = '***') {
let messages = [{ role: 'system', content: systemMessage }].concat(turns); const messages = [{ role: 'system', content: systemMessage }, ...turns];
const pack = { const pack = {
model: this.model_name || 'qwen-plus', model: this.model_name || 'qwen-plus',
messages, messages: this.model_name.includes('o1') ? strictFormat(messages) : messages,
stop: stop_seq, stop: this.model_name.includes('o1') ? undefined : stop_seq,
}; };
if (this.model_name.includes('o1')) {
pack.messages = strictFormat(messages);
delete pack.stop;
}
let res = null;
try { try {
console.log('Awaiting Qwen API response...'); console.log('Awaiting Qwen API response...');
let completion = await this.openai.chat.completions.create(pack); const completion = await this.openai.chat.completions.create(pack);
if (completion.choices[0].finish_reason === 'length') const choice = completion.choices[0];
throw new Error('Context length exceeded');
console.log('Received.'); if (choice.finish_reason === 'length') {
res = completion.choices[0].message.content; console.log('Context length exceeded');
} catch (err) {
if ((err.message === 'Context length exceeded' || err.code === 'context_length_exceeded') && turns.length > 1) {
console.log('Context length exceeded, trying again with shorter context.');
return await this.sendRequest(turns.slice(1), systemMessage, stop_seq); return await this.sendRequest(turns.slice(1), systemMessage, stop_seq);
} else {
console.log(err);
res = 'My brain disconnected, try again.';
} }
console.log('Received.');
return choice.message.content;
} catch (err) {
console.error('Error occurred:', err);
return 'My brain disconnected, try again.';
} }
return res;
} }
async embed(text) { async embed(text) {
@ -53,18 +46,15 @@ export class Qwen {
console.error('Invalid input for embedding: text must be a non-empty string.'); console.error('Invalid input for embedding: text must be a non-empty string.');
return 'Invalid input for embedding: text must be a non-empty string.'; return 'Invalid input for embedding: text must be a non-empty string.';
} }
const headers = { const headers = {
'Authorization': `Bearer ${this.apiKey}`, 'Authorization': `Bearer ${this.apiKey}`,
'Content-Type': 'application/json' 'Content-Type': 'application/json'
}; };
const data = { const data = {
model: 'text-embedding-v2', model: 'text-embedding-v2',
input: { input: { texts: [text] },
texts: [text] parameters: { text_type: 'query' }
},
parameters: {
text_type: 'query'
}
}; };
try { try {
@ -74,8 +64,10 @@ export class Qwen {
body: JSON.stringify(data) body: JSON.stringify(data)
}); });
const responseData = await response.json(); const responseData = await response.json();
if (!responseData || !responseData.output || !responseData.output.embeddings) {
throw new Error('Invalid response from embedding API'); if (!responseData?.output?.embeddings) {
console.error('Invalid response from embedding API');
return 'An error occurred while processing your embedding request. Please try again.';
} }
return responseData.output.embeddings[0].embedding; return responseData.output.embeddings[0].embedding;
} catch (err) { } catch (err) {