Added new json output support
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@@ -3,15 +3,16 @@ import {findByProp, objectMap, JSONSanitize, JSONAttemptParse, clean} from '@zti
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import {AbortablePromise, Ai} from './ai.ts';
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import {LLMMessage, LLMRequest} from './llm.ts';
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import {LLMProvider} from './provider.ts';
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import {convertSchema} from './tools.ts';
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export class OpenAi extends LLMProvider {
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client!: openAI;
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constructor(public readonly ai: Ai, public readonly host: string | null, public readonly token: string, public model: string) {
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constructor(public readonly ai: Ai, public readonly host: string | null, public readonly token: string, public model: string, public llama?: boolean) {
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super();
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this.client = new openAI(clean({
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baseURL: host,
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apiKey: token || host ? 'ignored' : undefined
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apiKey: token || (host ? 'ignored' : undefined)
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}));
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}
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@@ -64,7 +65,7 @@ export class OpenAi extends LLMProvider {
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}, [] as any[]);
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}
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ask(message: string, options: LLMRequest = {}): AbortablePromise<string> {
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ask(message: string, options: LLMRequest = {}): AbortablePromise<string | any> {
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const controller = new AbortController();
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return Object.assign(new Promise<any>(async (res, rej) => {
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if(options.system) {
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@@ -77,8 +78,8 @@ export class OpenAi extends LLMProvider {
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model: options.model || this.model,
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messages: history,
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stream: !!options.stream,
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max_tokens: options.max_tokens || this.ai.options.llm?.max_tokens || 4096,
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temperature: options.temperature || this.ai.options.llm?.temperature || 0.7,
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max_completion_tokens: options.max_tokens || this.ai.options.llm?.max_tokens || undefined,
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temperature: options.temperature || this.ai.options.llm?.temperature || undefined,
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tools: tools.map(t => ({
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type: 'function',
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function: {
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@@ -93,6 +94,26 @@ export class OpenAi extends LLMProvider {
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}))
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};
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if(options.schema) {
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const schema = convertSchema(options.schema);
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if(this.llama) {
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delete requestParams.tools;
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requestParams.response_format = {
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type: 'json_schema',
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json_schema: {name: 'json', schema}
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}
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} else {
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requestParams.response_format = {
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type: 'json_schema',
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json_schema: {
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name: 'response',
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strict: true,
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schema
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}
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};
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}
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}
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let resp: any, isFirstMessage = true;
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do {
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resp = await this.client.chat.completions.create(requestParams).catch(err => {
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@@ -158,12 +179,17 @@ export class OpenAi extends LLMProvider {
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requestParams.messages = history;
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}
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} while (!controller.signal.aborted && resp.choices?.[0]?.message?.tool_calls?.length);
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history.push({role: 'assistant', content: resp.choices[0].message.content.trim() || ''});
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const textContent = resp.choices[0].message.content?.trim() || '';
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history.push({role: 'assistant', content: textContent});
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history = this.toStandard(history);
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if(options.stream) options.stream({done: true});
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if(options.history) options.history.splice(0, options.history.length, ...history);
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res(history.at(-1)?.content);
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// Return parsed JSON if schema provided
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const finalContent = history.at(-1)?.content;
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res(options.schema ? JSONAttemptParse(finalContent, finalContent) : finalContent);
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}), {abort: () => controller.abort()});
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}
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}
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