first commit for refactored project
This commit is contained in:
KS Jannette
764
ax3Services/agent/ModelController.js
Normal file
764
ax3Services/agent/ModelController.js
Normal file
@@ -0,0 +1,764 @@
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const fs = require("fs");
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const path = require("path");
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const { updateDB } = require("../firebase/firebase.js");
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const OpenAI = require("openai");
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const {
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iteratePathsReturnString,
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makeDir,
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saveCompletions,
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selectRequestPath,
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selectResponsePath,
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} = require("./utilities.js");
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const {
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createArrayFromSingleDocPrompt,
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createResponseFromOneQuestionPrompt,
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createArrayOfInterrogatoriesPlaintiffPrompt,
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createArrayOfInterrogatoriesDefendantPrompt,
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createVerboseResponseFromOneQuestionPrompt,
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createArrayFromStringBlobPrompt,
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} = require("./promptTemplates.js");
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const { OPENAI_API_KEY } = require("./secrets_1.js");
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const { v4: uuidv4 } = require("uuid");
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const dJSON = require("dirty-json");
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const openai = new OpenAI({
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apiKey: OPENAI_API_KEY,
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});
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class ModelController {
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/*
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* LLM PROMPT CONTROLLER
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* RETURNS ANSWERS FROM JSON ARRAY OF REQUEST Qs
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*
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*/
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async arrayGenAnswers(docId, reqType, isRequests) {
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/*
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const basePath = process.cwd();
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if (reqType == "combined-numbered") {
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filePath = `${basePath}/Documents/Requests/combined-numbered/${docId}/${docId}-jbk-parsedRequests.json`;
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} else if (reqType == "interrogatories") {
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filePath = `${basePath}/Documents/Requests/interrogatories/${docId}/${docId}-jbk-parsedRequests.json`;
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} else if (reqType == "admissions") {
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filePath = `${basePath}/Documents/Requests/admissions/${docId}/${docId}-jbk-parsedRequests.json`;
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} else if (reqType == "production") {
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filePath = `${basePath}/Documents/Requests/production/${docId}/${docId}-jbk-parsedRequests.json`;
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}
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*/
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const filePath = path.join(
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__dirname,
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"..",
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"Documents",
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"Requests",
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`${reqType}`,
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`${docId}`,
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`${docId}-jbk-parsedRequests.json`
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);
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console.log(
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"**arrayGenAnswers ------------------------- reqType, isRequests",
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reqType,
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isRequests
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);
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const fileData = fs.readFileSync(filePath, "utf8");
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const rogs = await JSON.parse(fileData);
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const requests = rogs[0].requests;
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let completions;
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if (reqType == "combined-numbered") {
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completions = await this.start(requests, reqType, isRequests);
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} else {
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completions = await this.start(requests, reqType, isRequests);
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}
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//moved makedir up - race condition
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const saveDirectory = path.join(
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__dirname,
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"..",
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"Documents",
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"Responses",
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`${reqType}`,
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`${docId}`
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);
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fs.mkdir(`${saveDirectory}`, function (err) {
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if (err) {
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console.log("arrayGenAnswers error creating directory: " + err);
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}
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});
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let masterArray = [];
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const completionsArray = [];
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const completionsObject = { type: `response to ${reqType}` };
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const finalArray = completions[0];
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let temp;
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finalArray?.forEach((comp) => {
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let obj = {};
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const responseId = uuidv4();
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obj["responseId"] = responseId;
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obj["text"] = comp;
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completionsArray.push(obj);
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});
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completionsObject["responses"] = completionsArray;
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masterArray.push(completionsObject);
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temp = docId;
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temp = masterArray;
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const data = JSON.stringify(temp);
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const fileSuffix = "-jbk-responses.json";
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fs.writeFile(
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`${saveDirectory}/${docId}${fileSuffix}`,
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data,
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function (err) {
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if (err) {
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return console.log("arrayGenAnswers err in writeFile:", err);
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}
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}
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);
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updateDB(docId, reqType);
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return temp;
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}
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/*
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* LLM PROMPT CONTROLLER
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*
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* FOR docPARSER FAILS(?)/docCLASSIFIER DETERMINES COMBINED-NUMBERED
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* CREATES JSON ARRAY OF QUESTIONS FROM STRING BLOB OF INCOMING REQ
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*/
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async createArrayOfQuestions(docId, reqType, isRequests, countObject) {
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const masterArray = [];
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//const clientPosition = countObject.clientPosition;
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console.log(
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"----------------------------------------------------------------------"
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);
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console.log("createArrayOfQuestions docId:", docId);
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console.log("createArrayOfQuestions reqType:", reqType);
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console.log("createArrayOfQuestions isRequests:", isRequests);
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console.log(
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"----------------------------------------------------------------------"
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);
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const directionVar = isRequests ? "Requests" : "Responses";
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const saveDirectory = path.join(
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__dirname,
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"..",
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"Documents",
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"Requests",
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`${reqType}`,
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`${docId}`
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);
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const dirPath = path.join(
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__dirname,
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"..",
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"Documents",
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"Textfiles",
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`${docId}`
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);
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fs.mkdir(`${saveDirectory}`, function (err) {
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if (err) {
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console.log("arrayGenAnswers error creating directory: " + err);
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}
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});
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let fileNames = fs.readdirSync(dirPath);
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const dirArray = fileNames.map((name) => {
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return `${dirPath}/${name}`;
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});
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let requestStr;
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let completes;
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let newArray = [];
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let flatReq;
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let parsedRequests = [];
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if (dirArray.length > 12) {
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const splitAt = Math.floor(dirArray.length / 2);
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const temp1 = dirArray.slice(0, splitAt);
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const temp2 = dirArray.slice(splitAt, dirArray.length);
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newArray.push(temp1);
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newArray.push(temp2);
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completes = await Promise.all(
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newArray.map(async (arr) => {
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requestStr = await iteratePathsReturnString(arr);
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const comp = await this.startOne(requestStr, reqType, isRequests);
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return comp;
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})
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);
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let fooz = null;
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let barz = null;
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try {
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try {
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fooz = JSON.parse(completes[0]);
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if (!fooz) {
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fooz = dJSON.parse(completes[0]);
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}
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} catch (err) {
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console.log("err in first fooz try", err);
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}
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} catch (err) {
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console.log("Error in createArrayOfQuestions at :", err);
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}
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try {
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try {
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barz = JSON.parse(completes[1]);
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if (!barz) {
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fooz = dJSON.parse(completes[1]);
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}
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} catch (err) {
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console.log("err in first barz try", err);
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}
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} catch (err) {
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console.log("Error in createArrayOfQuestions :", err);
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}
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fooz.forEach((item) => {
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parsedRequests.push(item);
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});
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barz.forEach((item) => {
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parsedRequests.push(item);
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});
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} else {
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requestStr = await iteratePathsReturnString(dirArray);
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flatReq = await this.startOne(requestStr, reqType, isRequests);
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try {
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parsedRequests = JSON.parse(flatReq);
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} catch (err) {
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console.log(
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"Error parsing json in ModelController.createArrayOfQuestions: ",
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err
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);
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}
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}
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const completionsObject = { type: "combined-numbered" };
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completionsObject["requests"] = parsedRequests;
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masterArray.push(completionsObject);
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let temp = docId;
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temp = masterArray;
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const fileSuffix = isRequests
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? "-jbk-parsedRequests.json"
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: "-jbk-responses.json";
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const data = JSON.stringify(temp);
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//change back
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fs.writeFile(
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`${saveDirectory}/${docId}${fileSuffix}`,
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data,
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function (err) {
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if (err) {
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return console.log("arrayGenAnswers err in writeFile:", err);
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}
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}
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);
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updateDB(docId, reqType);
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return temp;
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}
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//****************** Create Array of Interrogatories from Complaint **********************/
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async createArrayOfInterrogatories(
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docId,
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clientPosition,
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reqType = "interrogatories-out"
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) {
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const masterArray = [];
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const isRequests = false;
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const fdirup = path.resolve(
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process.cwd() + `/Documents/Textfiles/${docId}/`
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);
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console.log(
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"****************** Create Array of Interrogatories from Complaint fdirup for text files:",
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fdirup
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);
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const dirPath = `../Documents/Textfiles/${docId}/`;
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let fileNames = fs.readdirSync(fdirup);
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const dirArray = fileNames.map((name) => {
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return `${fdirup}/${name}`;
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});
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let requestStr;
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let completes;
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let newArray = [];
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let flatReq;
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let parsedRequests = [];
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if (dirArray.length > 10) {
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const splitAt = Math.floor(dirArray.length / 2);
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const temp1 = dirArray.slice(0, splitAt);
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const temp2 = dirArray.slice(splitAt, dirArray.length);
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newArray.push(temp1);
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newArray.push(temp2);
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completes = await Promise.all(
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newArray.map(async (arr) => {
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requestStr = await iteratePathsReturnString(arr);
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const comp = await this.startOne(
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requestStr,
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reqType,
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isRequests,
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reqType
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);
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return comp;
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})
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);
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let fooz = JSON.parse(completes[0]);
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let barz = JSON.parse(completes[1]);
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fooz.forEach((item) => {
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parsedRequests.push(item);
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});
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barz.forEach((item) => {
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parsedRequests.push(item);
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});
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} else {
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requestStr = await iteratePathsReturnString(dirArray);
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flatReq = await this.startOneCreateOutgoing(
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requestStr,
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reqType,
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isRequests,
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clientPosition
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||||
);
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try {
|
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if (flatReq) {
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parsedRequests = JSON.parse(flatReq);
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}
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} catch (err) {
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console.log(
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"Error parsing json in ModelController.createArrayOfQuestions: ",
|
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err
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||||
);
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}
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}
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const saveDirectory = path.join(
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__dirname,
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"..",
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"Documents",
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"RequestsOut",
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`${docId}`
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||||
);
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fs.mkdir(`${saveDirectory}`, function (err) {
|
||||
if (err) {
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console.log("makeDir utilities error creating directory: " + err);
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||||
}
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});
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const completionsObject = { type: "interrogatories-out" };
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completionsObject["requests"] = parsedRequests;
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masterArray.push(completionsObject);
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let temp = docId;
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temp = masterArray;
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const data = JSON.stringify(temp);
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const fileSuffix = "-jbk-requests-out.json";
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function sleep(ms) {
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return new Promise((resolve) => setTimeout(resolve, ms));
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}
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await sleep(1000);
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try {
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fs.writeFile(
|
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`${saveDirectory}/${docId}${fileSuffix}`,
|
||||
data,
|
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function (err) {
|
||||
if (err) {
|
||||
console.log(
|
||||
"Error in createArrayOfInterrogatories writeFile:",
|
||||
err
|
||||
);
|
||||
}
|
||||
}
|
||||
);
|
||||
} catch (err) {
|
||||
console.log("Error writing file in createArrayOfInterrogatories:", err);
|
||||
}
|
||||
//updateDB(docId, reqType); //need to fix
|
||||
return temp;
|
||||
}
|
||||
|
||||
/*
|
||||
* LLM PROMPT CONTROLLER
|
||||
* RETURNS REQUESTS FROM STRING BLOB
|
||||
* FOR VERY LONG REQUEST DOCUMENTS
|
||||
* (> 50 pages?? ... guestimate; determined by timer in tesseWatcher)
|
||||
*/
|
||||
|
||||
async createArrayOfQuestionsLarge(docId, reqType) {
|
||||
const masterArray = [];
|
||||
const isRequests = true;
|
||||
|
||||
const dirPath = `../Documents/Textfiles/${docId}/`;
|
||||
let fileNames = fs.readdirSync(dirPath);
|
||||
|
||||
const dirArray = fileNames.map((name) => {
|
||||
return dirPath + name;
|
||||
});
|
||||
|
||||
let requestStr;
|
||||
let completes;
|
||||
let newArray = [];
|
||||
let flatReq;
|
||||
let parsedRequests = [];
|
||||
|
||||
const arrSize = 20;
|
||||
|
||||
while (dirArray.length > 0) {
|
||||
newArray.push(dirArray.splice(0, arrSize));
|
||||
}
|
||||
|
||||
completes = await Promise.all(
|
||||
newArray.map(async (arr) => {
|
||||
requestStr = await iteratePathsReturnString(arr);
|
||||
const comp = await this.startOne(requestStr, reqType, isRequests);
|
||||
return comp;
|
||||
})
|
||||
);
|
||||
|
||||
const num = newArray.length - 1;
|
||||
for (let i = 0; i < num; i++) {
|
||||
try {
|
||||
let temp = dJSON.parse(completes[i]);
|
||||
temp.forEach((item) => {
|
||||
parsedRequests.push(item);
|
||||
});
|
||||
} catch (err) {
|
||||
console.log(
|
||||
`Error parsing JSON in completions for item at index no ${i}`,
|
||||
err
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
/*
|
||||
const foo = dJSON.parse(completes[0]);
|
||||
const bar = dJSON.parse(completes[1]);
|
||||
console.log("foo", foo);
|
||||
parsedRequests = completes.flat(Infinity);
|
||||
parsedRequests = foo.concat(bar);
|
||||
*/
|
||||
const directionVar = isRequests ? "Requests" : "Responses";
|
||||
const saveDirectory = path.join(
|
||||
__dirname,
|
||||
"..",
|
||||
"Documents",
|
||||
`${directionVar}`,
|
||||
`${reqType}`,
|
||||
`${docId}`
|
||||
);
|
||||
|
||||
fs.mkdir(`${saveDirectory}`, function (err) {
|
||||
if (err) {
|
||||
console.log("makeDir utilities error creating directory: " + err);
|
||||
}
|
||||
});
|
||||
|
||||
const completionsObject2 = { type: "combined-numbered" };
|
||||
completionsObject2["requests"] = parsedRequests;
|
||||
|
||||
masterArray.push(completionsObject2);
|
||||
|
||||
let temp2 = docId;
|
||||
temp2 = masterArray;
|
||||
|
||||
const fileSuffix = isRequests
|
||||
? "-jbk-parsedRequests.json"
|
||||
: "-jbk-responses.json";
|
||||
|
||||
fs.writeFile(
|
||||
`${saveDirectory}/${docId}${fileSuffix}`,
|
||||
data,
|
||||
function (err) {
|
||||
if (err) {
|
||||
return console.log(
|
||||
"createArrayOfQuestionsLargeError in writeFile:",
|
||||
err
|
||||
);
|
||||
}
|
||||
}
|
||||
);
|
||||
updateDB(docId, reqType);
|
||||
return temp2;
|
||||
}
|
||||
|
||||
/*
|
||||
* LLM PROMPT CYCLE
|
||||
* CREATE RESPONSES TO JSON ARRAY OF REQUEST Qs
|
||||
*
|
||||
*/
|
||||
|
||||
async start(requests, reqType) {
|
||||
const answersResponses = await Promise.all(
|
||||
requests.map(async (request) => {
|
||||
const prompt = createVerboseResponseFromOneQuestionPrompt(request.text);
|
||||
const completion = await openai.chat.completions.create({
|
||||
model: "gpt-4",
|
||||
messages: prompt,
|
||||
});
|
||||
console.log("completion.choices[0].message.content");
|
||||
return completion.choices[0].message.content;
|
||||
})
|
||||
);
|
||||
const fooBar = [];
|
||||
fooBar.push(answersResponses);
|
||||
fooBar.push(reqType);
|
||||
return fooBar;
|
||||
}
|
||||
|
||||
/*
|
||||
* LLM PROMPT CYCLE
|
||||
* PULL ARRAY OF Qs FROM STRING BLOB OF INCOMING REQUEST DOC
|
||||
*
|
||||
*/
|
||||
|
||||
async startOne(requestStr, reqType, isRequests) {
|
||||
let prompt;
|
||||
|
||||
if (reqType === "interrogatories-out") {
|
||||
//prompt = createArrayOfInterrogatoriesPrompt(request);
|
||||
} else {
|
||||
prompt = createArrayFromStringBlobPrompt(requestStr);
|
||||
}
|
||||
|
||||
//prompt = createArrayOfInterrogatoriesPlaintiffPrompt(requestStr);
|
||||
const completion = await openai.chat.completions.create({
|
||||
model: "gpt-4",
|
||||
messages: prompt,
|
||||
});
|
||||
console.log(
|
||||
"completion.choices[0].message.content",
|
||||
completion.choices[0].message.content
|
||||
);
|
||||
return completion.choices[0].message.content;
|
||||
}
|
||||
|
||||
/*
|
||||
* LLM PROMPT CYCLE
|
||||
* CREATE OUTGOING REQUESTS FROM COMPLAINT
|
||||
*
|
||||
*/
|
||||
|
||||
async startOneCreateOutgoing(
|
||||
requestStr,
|
||||
reqType,
|
||||
isRequests,
|
||||
clientPosition
|
||||
) {
|
||||
let prompt;
|
||||
|
||||
if (clientPosition?.toLowerCase() === "plaintiff") {
|
||||
prompt = createArrayOfInterrogatoriesPlaintiffPrompt(requestStr);
|
||||
} else {
|
||||
prompt = createArrayOfInterrogatoriesDefendantPrompt(requestStr);
|
||||
}
|
||||
|
||||
const completion = await openai.chat.completions.create({
|
||||
model: "gpt-4",
|
||||
messages: prompt,
|
||||
});
|
||||
console.log(
|
||||
"completion.choices[0].message.content",
|
||||
completion.choices[0].message.content
|
||||
);
|
||||
return completion.choices[0].message.content;
|
||||
}
|
||||
|
||||
// for development
|
||||
async testSaveFunction(docId, reqType, isRequests) {
|
||||
const directionVar = isRequests ? "Requests" : "Responses";
|
||||
const temp = [
|
||||
{ one: "one", two: "two", three: "three", four: "ddd", five: "mmm" },
|
||||
];
|
||||
const data = JSON.stringify(temp);
|
||||
const saveDirectory = path.join(
|
||||
__dirname,
|
||||
"..",
|
||||
"Documents",
|
||||
`${directionVar}`,
|
||||
`${reqType}`,
|
||||
`${docId}`
|
||||
);
|
||||
|
||||
const fileSuffix = isRequests
|
||||
? "-jbk-parsedRequests.json"
|
||||
: "-jbk-responses.json";
|
||||
|
||||
console.log("-----------------------------------------");
|
||||
console.log("saveDirectory:", saveDirectory);
|
||||
console.log("-----------------------------------------");
|
||||
console.log(
|
||||
"saveDirectory AND FILE",
|
||||
`${saveDirectory}/${docId}${fileSuffix}`
|
||||
);
|
||||
console.log("-----------------------------------------");
|
||||
fs.writeFile(
|
||||
`${saveDirectory}/${docId}${fileSuffix}`,
|
||||
data,
|
||||
function (err) {
|
||||
if (err) {
|
||||
return console.log(
|
||||
"createArrayOfQuestionsLargeError in writeFile:",
|
||||
err
|
||||
);
|
||||
}
|
||||
}
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
module.exports = new ModelController();
|
||||
|
||||
/* ******** **************************************************************************
|
||||
|
||||
fs.writeFile(
|
||||
`/Users/kjannette/workspace/ax3/ax3Services/Documents/Requests/${reqType}/${docId}`,
|
||||
data,
|
||||
(err) => {
|
||||
console.log("test err:", err);
|
||||
}
|
||||
);
|
||||
* LLM PROMPT CONTROLLER
|
||||
* CREATES ANSWERS FROM ARRAY OF REQUESTS - COMBINED TYPE
|
||||
*
|
||||
|
||||
|
||||
async arrayGenAnswersCombined(docId, reqType, isRequests) {
|
||||
|
||||
let filePath;
|
||||
const basePath = process.cwd();
|
||||
if (reqType == "combined-numbered") {
|
||||
filePath = `${basePath}/Documents/Requests/Parsedcombined/${docId}/${docId}-jbk-parsedRequests.json`;
|
||||
//filePath = `${basePath}/Documents/Requests/Parsedcombined/${docId}/${docId}-jbk-parsedRequests.json`;
|
||||
} else if (reqType == "interrogatories") {
|
||||
filePath = `${basePath}/Documents/Requests/Parsedrogs/${docId}/${docId}-jbk-parsedRequests.json`;
|
||||
} else if (reqType == "admissions") {
|
||||
filePath = `${basePath}/Documents/Requests/Parsedadmit/${docId}/${docId}-jbk-parsedRequests.json`;
|
||||
} else if (reqType == "production") {
|
||||
filePath = `${basePath}/Documents/Requests/Parsedprod/${docId}/${docId}-jbk-parsedRequests.json`;
|
||||
}
|
||||
|
||||
|
||||
const path = path.join(
|
||||
__dirname,
|
||||
"..",
|
||||
"Documents",
|
||||
"Requests",
|
||||
`${reqType}`,
|
||||
`${docId}`
|
||||
);
|
||||
|
||||
const fileData = fs.readFileSync(
|
||||
`${path}/${docId}-jbk-parsedRequests.json`,
|
||||
"utf8"
|
||||
);
|
||||
|
||||
const rogs = await JSON.parse(fileData);
|
||||
const requests = rogs[0].requests;
|
||||
let completions;
|
||||
|
||||
completions = await this.start(requests, reqType, isRequests);
|
||||
|
||||
let masterArray = [];
|
||||
const completionsArray = [];
|
||||
const completionsObject = { type: `response to ${reqType}` };
|
||||
const finalArray = completions[0];
|
||||
|
||||
finalArray?.forEach((comp) => {
|
||||
console.log("comp", comp);
|
||||
let obj = {};
|
||||
const responseId = uuidv4();
|
||||
obj["responseId"] = responseId;
|
||||
obj["text"] = comp;
|
||||
completionsArray.push(obj);
|
||||
});
|
||||
completionsObject["responses"] = completionsArray;
|
||||
masterArray.push(completionsObject);
|
||||
const directionVar = isRequests ? "Requests" : "Responses";
|
||||
const saveDirectory = path.join(
|
||||
__dirname,
|
||||
"..",
|
||||
"Documents",
|
||||
`${directionVar}`,
|
||||
`${reqType}`,
|
||||
`${docId}`
|
||||
);
|
||||
|
||||
const fileSuffix = isRequests
|
||||
? "-jbk-parsedRequests.json"
|
||||
: "-jbk-responses.json";
|
||||
|
||||
let temp;
|
||||
temp = docId;
|
||||
temp = masterArray;
|
||||
|
||||
return temp;
|
||||
}
|
||||
|
||||
async combinedGenAnswers(docId, reqType, isRequests) {
|
||||
console.log(
|
||||
"_____________________________________________________________ fired combinedGenAnswers"
|
||||
);
|
||||
const masterArray = [];
|
||||
let dirPath;
|
||||
|
||||
if (reqType === "combined-numbered") {
|
||||
dirPath = `../Documents/Textfiles/${docId}/`;
|
||||
} else {
|
||||
//
|
||||
}
|
||||
let fileNames = fs.readdirSync(dirPath);
|
||||
const dirArray = fileNames.map((name) => {
|
||||
return dirPath + name;
|
||||
});
|
||||
|
||||
const requestString = iteratePathsReturnString(dirArray);
|
||||
const completions = await this.startOne(requestString, reqType, isRequests); //START
|
||||
const completionsObject = { type: `response to combined-requests` };
|
||||
completionsObject["responses"] = completions;
|
||||
masterArray.push(completionsObject);
|
||||
|
||||
const directionVar = isRequests ? "Requests" : "Responses";
|
||||
const saveDirectory = path.join(
|
||||
__dirname,
|
||||
"..",
|
||||
"Documents",
|
||||
`${directionVar}`,
|
||||
`${reqType}`,
|
||||
`${docId}`
|
||||
);
|
||||
|
||||
fs.mkdir(`${saveDirectory}`, function (err) {
|
||||
if (err) {
|
||||
console.log("makeDir utilities error creating directory: " + err);
|
||||
}
|
||||
});
|
||||
|
||||
temp = docId;
|
||||
temp = masterArray;
|
||||
const data = JSON.stringify(temp);
|
||||
const fileSuffix = isRequests
|
||||
? "-jbk-parsedRequests.json"
|
||||
: "-jbk-responses.json";
|
||||
|
||||
fs.writeFile(
|
||||
`${saveDirectory}/${docId}${fileSuffix}`,
|
||||
data,
|
||||
function (err) {
|
||||
if (err) {
|
||||
return console.log("Error in saveCompletions writeFile:", err);
|
||||
}
|
||||
}
|
||||
);
|
||||
return temp;
|
||||
}
|
||||
*/
|
||||
Reference in New Issue
Block a user