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@ -1,50 +1,46 @@ |
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import { ICompletions, IParams, AIRequestType, RemoteBackendOPModel } from "../../types/types"; |
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import { ICompletions, IParams, AIRequestType, RemoteBackendOPModel, JsonStreamParser } from "../../types/types"; |
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import { GenerationParams, CompletionParams, InsertionParams } from "../../types/models"; |
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import { buildSolgptPromt } from "../../prompts/promptBuilder"; |
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import axios from "axios"; |
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import EventEmitter from "events"; |
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import { ChatHistory } from "../../prompts/chat"; |
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import axios from 'axios'; |
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const defaultErrorMessage = `Unable to get a response from AI server` |
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export class RemoteInferencer implements ICompletions { |
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api_url: string |
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completion_url: string |
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max_history = 7 |
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model_op = RemoteBackendOPModel.CODELLAMA // default model operation change this to llama if necessary
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event: EventEmitter |
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test_env=false |
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test_url="http://solcodertest.org" |
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constructor(apiUrl?:string, completionUrl?:string) { |
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this.api_url = apiUrl!==undefined ? apiUrl: "https://solcoder.remixproject.org" |
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this.completion_url = completionUrl!==undefined ? completionUrl : "https://completion.remixproject.org" |
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this.api_url = apiUrl!==undefined ? apiUrl: this.test_env? this.test_url : "https://solcoder.remixproject.org" |
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this.completion_url = completionUrl!==undefined ? completionUrl : this.test_env? this.test_url : "https://completion.remixproject.org" |
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this.event = new EventEmitter() |
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} |
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private async _makeRequest(data, rType:AIRequestType){ |
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private async _makeRequest(payload, rType:AIRequestType){ |
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this.event.emit("onInference") |
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const requesURL = rType === AIRequestType.COMPLETION ? this.completion_url : this.api_url |
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const userPrompt = data.data[0] |
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const requestURL = rType === AIRequestType.COMPLETION ? this.completion_url : this.api_url |
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try { |
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const result = await axios(requesURL, { |
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method: 'POST', |
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headers: { |
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Accept: 'application/json', |
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'Content-Type': 'application/json', |
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}, |
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data: JSON.stringify(data), |
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}) |
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const options = { headers: { 'Content-Type': 'application/json', } } |
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const result = await axios.post(`${requestURL}`, payload, options) |
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switch (rType) { |
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case AIRequestType.COMPLETION: |
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if (result.statusText === "OK") |
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return result.data.data[0] |
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return result.data.generatedText |
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else { |
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return defaultErrorMessage |
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} |
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case AIRequestType.GENERAL: |
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if (result.statusText === "OK") { |
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const resultText = result.data.data[0] |
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ChatHistory.pushHistory(userPrompt, resultText) |
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if (result.data?.error) return result.data?.error |
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const resultText = result.data.generatedText |
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ChatHistory.pushHistory(payload.prompt, resultText) |
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return resultText |
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} else { |
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return defaultErrorMessage |
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@ -54,46 +50,57 @@ export class RemoteInferencer implements ICompletions { |
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} catch (e) { |
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ChatHistory.clearHistory() |
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console.error('Error making request to Inference server:', e.message) |
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return e |
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} |
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finally { |
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this.event.emit("onInferenceDone") |
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} |
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} |
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private async _streamInferenceRequest(data, rType:AIRequestType){ |
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private async _streamInferenceRequest(endpoint, payload, rType:AIRequestType){ |
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let resultText = "" |
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try { |
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this.event.emit('onInference') |
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const requesURL = rType === AIRequestType.COMPLETION ? this.completion_url : this.api_url |
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const userPrompt = data.data[0] |
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const response = await axios({ |
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method: 'post', |
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url: requesURL, |
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data: data, |
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headers: { 'Content-Type': 'application/json', "Accept": "text/event-stream" }, |
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responseType: 'stream' |
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const requestURL = rType === AIRequestType.COMPLETION ? this.completion_url : this.api_url |
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const response = await fetch(requestURL, { |
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method: 'POST', |
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headers: { |
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'Content-Type': 'application/json', |
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}, |
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body: JSON.stringify(payload), |
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}); |
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let resultText = "" |
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response.data.on('data', (chunk: Buffer) => { |
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if (payload.return_stream_response) { |
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return response |
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} |
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const reader = response.body?.getReader(); |
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const decoder = new TextDecoder(); |
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const parser = new JsonStreamParser(); |
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// eslint-disable-next-line no-constant-condition
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while (true) { |
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const { done, value } = await reader.read(); |
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if (done) break; |
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try { |
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const parsedData = JSON.parse(chunk.toString()); |
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if (parsedData.isGenerating) { |
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this.event.emit('onStreamResult', parsedData.generatedText); |
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resultText = resultText + parsedData.generatedText |
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} else { |
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// stream generation is complete
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resultText = resultText + parsedData.generatedText |
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ChatHistory.pushHistory(userPrompt, resultText) |
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return parsedData.generatedText |
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console.log("value" + decoder.decode(value)) |
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const chunk = parser.safeJsonParse<{ generatedText: string; isGenerating: boolean }>(decoder.decode(value, { stream: true })); |
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for (const parsedData of chunk) { |
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if (parsedData.isGenerating) { |
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this.event.emit('onStreamResult', parsedData.generatedText); |
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resultText = resultText + parsedData.generatedText |
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} else { |
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// stream generation is complete
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resultText = resultText + parsedData.generatedText |
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ChatHistory.pushHistory(payload.prompt, resultText) |
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return parsedData.generatedText |
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} |
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} |
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} catch (error) { |
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console.error('Error parsing JSON:', error); |
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ChatHistory.clearHistory() |
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} |
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}); |
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} |
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return "" // return empty string for now as handled in event
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return resultText |
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} catch (error) { |
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ChatHistory.clearHistory() |
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console.error('Error making stream request to Inference server:', error.message); |
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@ -103,39 +110,38 @@ export class RemoteInferencer implements ICompletions { |
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} |
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} |
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async code_completion(prompt, promptAfter, options:IParams=null): Promise<any> { |
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const payload = !options? |
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{ "data": [prompt, "code_completion", promptAfter, false, 30, 0.9, 0.90, 50]} : |
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{ "data": [prompt, "code_completion", promptAfter, options.stream_result, |
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options.max_new_tokens, options.temperature, options.top_p, options.top_k] |
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} |
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async code_completion(prompt, promptAfter, options:IParams=CompletionParams): Promise<any> { |
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const payload = { prompt, 'context':promptAfter, "endpoint":"code_completion", ...options } |
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return this._makeRequest(payload, AIRequestType.COMPLETION) |
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} |
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async code_insertion(msg_pfx, msg_sfx): Promise<any> { |
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const payload = { "data":[msg_pfx, "code_insertion", msg_sfx, 1024, 0.5, 0.92, 50]} |
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async code_insertion(msg_pfx, msg_sfx, options:IParams=InsertionParams): Promise<any> { |
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const payload = { "endpoint":"code_insertion", msg_pfx, msg_sfx, ...options, prompt: '' } |
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return this._makeRequest(payload, AIRequestType.COMPLETION) |
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} |
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async code_generation(prompt): Promise<any> { |
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const payload = { "data":[prompt, "code_completion", "", false,1000,0.9,0.92,50]} |
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return this._makeRequest(payload, AIRequestType.COMPLETION) |
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async code_generation(prompt, options:IParams=GenerationParams): Promise<any> { |
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const payload = { prompt, "endpoint":"code_completion", ...options } |
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if (options.stream_result) return this._streamInferenceRequest(payload.endpoint, payload, AIRequestType.COMPLETION) |
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else return this._makeRequest(payload, AIRequestType.COMPLETION) |
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} |
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async solidity_answer(prompt): Promise<any> { |
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async solidity_answer(prompt, options:IParams=GenerationParams): Promise<any> { |
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const main_prompt = buildSolgptPromt(prompt, this.model_op) |
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const payload = { "data":[main_prompt, "solidity_answer", false,2000,0.9,0.8,50]} |
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return this._makeRequest(payload, AIRequestType.GENERAL) |
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const payload = { 'prompt': main_prompt, "endpoint":"solidity_answer", ...options } |
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if (options.stream_result) return this._streamInferenceRequest(payload.endpoint, payload, AIRequestType.GENERAL) |
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else return this._makeRequest(payload, AIRequestType.GENERAL) |
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} |
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async code_explaining(prompt, context:string=""): Promise<any> { |
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const payload = { "data":[prompt, "code_explaining", false,2000,0.9,0.8,50, context]} |
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return this._makeRequest(payload, AIRequestType.GENERAL) |
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async code_explaining(prompt, context:string="", options:IParams=GenerationParams): Promise<any> { |
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const payload = { prompt, "endpoint":"code_explaining", context, ...options } |
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if (options.stream_result) return this._streamInferenceRequest(payload.endpoint, payload, AIRequestType.GENERAL) |
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else return this._makeRequest(payload, AIRequestType.GENERAL) |
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} |
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async error_explaining(prompt): Promise<any> { |
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const payload = { "data":[prompt, "error_explaining", false,2000,0.9,0.8,50]} |
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return this._makeRequest(payload, AIRequestType.GENERAL) |
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async error_explaining(prompt, options:IParams=GenerationParams): Promise<any> { |
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const payload = { prompt, "endpoint":"error_explaining", ...options } |
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if (options.stream_result) return this._streamInferenceRequest(payload.endpoint, payload, AIRequestType.GENERAL) |
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else return this._makeRequest(payload, AIRequestType.GENERAL) |
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} |
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} |
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bunsenstraat
4 weeks ago
committed by
GitHub