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-                    GNU GENERAL PUBLIC LICENSE
-                       Version 3, 29 June 2007
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- Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
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index.html

@@ -1,31 +1,31 @@
 <!DOCTYPE html>
 
 <head>
-  <title>ulaquery.html</title>
-  <style>
-    html {
-      color: #04c61b
-    }
+    <title>ragrqs</title>
+    <style>
+        html {
+            color: #04c61b
+        }
 
-    body {
-      background-color: #333;
-      color: #fff;
-      text-align: center;
-      padding-top: 50px;
-      font-size: 24px;
-      font-family: Arial, sans-serif;
-    }
-  </style>
+        body {
+            background-color: #333;
+            color: #fff;
+            text-align: center;
+            padding-top: 50px;
+            font-size: 24px;
+            font-family: Arial, sans-serif;
+        }
+    </style>
 </head>
 
 <body>
-  <h2>RagRqs</h2>
-  <br>
-  <br>
-  <h3>Lggi_Per_Me</h3>
-  <script>
-    setTimeout(function () { location.replace('static/ragrqs.html'); }, 1000);    
-  </script>
+    <h2>RagRqs</h2>
+    <br>
+    <br>
+    <h3>Lggi_Per_Me</h3>
+    <script>
+        setTimeout(function () { location.replace('static/ragrqs.html'); }, 1000);    
+    </script>
 </body>
 
 </html>

static/css/ragquery.min.css

@@ -0,0 +1 @@
+#ualog_{box-sizing:border-box;width:auto;height:auto;text-align:center;padding:2px;margin:2px 0 0;background:#333;color:#fff;font-size:16px;font-weight:400;border-radius:9px;border:1px solid #999}#ualog_ button{padding:5px;margin:0 5px;font-size:18px;font-weight:700;border:2px solid #888;border-radius:10px;color:#000}#ualog_ button:hover{cursor:pointer;text-decoration:underline}#ualog_ button.close{background:#cc3700}#ualog_ button.close:hover{background:#ff8f66;border-color:#992900}#ualog_ button.clear{background:#b3a80b}#ualog_ button.clear:hover{background:#f5ec62;border-color:#837b08}#ualog_ pre{box-sizing:border-box;width:auto;min-width:400px;max-width:400px;max-height:500px;text-align:left;font-size:16px;font-family:monospace;padding:2px;margin:2px;color:#fff;background:#111;overflow:auto;scrollbar-color:#23eb04 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.head-wrapper{position:absolute;top:0;left:5vw;height:4vh;padding:0;margin:0;display:inline-flex;flex-direction:row;flex-wrap:nowrap;align-items:center;justify-content:flex-start}div.menu-h .head-wrapper .help,div.menu-h .head-wrapper .log,div.menu-h .head-wrapper .upload,div.menu-h .head-wrapper .upload-dir{margin-top:2px;margin-left:30px;margin-right:0;padding:5px 5px 0;border:none;cursor:pointer;border-radius:20%;font-size:20px;color:#fff;background:#333;max-height:4vh}div.menu-h .head-wrapper .help:hover,div.menu-h .head-wrapper .log:hover,div.menu-h .head-wrapper .upload-dir:hover,div.menu-h .head-wrapper .upload:hover{background:#595959}div.menu-h .upload,div.menu-h .upload-dir{transition:background-color .3s,transform .3s}div.menu-h .upload .icon,div.menu-h .upload-dir .icon{fill:#fff;width:24px;height:24px}div.menu-h .upload .icon:hover,div.menu-h .upload-dir .icon:hover{fill:#00f0c0}div.menu-h .log{font-size:14px!important;font-weight:400!important;background:#992900!important}div.menu-h .log:hover{background:#cc3700!important}div.menu-h .log.active{background:#005746!important}div.menu-h .log.active:hover{background:#008a6e!important}div.menu-h div.menu-box{position:fixed;top:5vh;left:-2000px;height:95vh;width:16vw;transition:left .3s ease-out;padding:1vh 0 0 .5vw;z-index:101;background:#0d0d0d;box-sizing:border-box;outline:0;box-shadow:0 0 0 2px #4d4d4d;display:flex;flex-direction:column;flex-wrap:nowrap;justify-content:flex-start;align-items:stretch;overflow-y:auto;overflow-x:auto}div.menu-h div.menu-box ul{list-style:none;margin:0;padding:0;display:flex;flex-direction:column;border-top:1px solid #333}div.menu-h div.menu-box ul li{border-left:1px solid #333;border-right:1px solid #333;border-bottom:1px solid #333}div.menu-h div.menu-box ul li a{color:#fff;font-size:14px;font-family:arial,verdana,Helvetica,sans-serif;font-weight:400;display:block;margin:0;padding:2px 2px 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.center{text-align:center;font-size:18px;font-weight:700;text-decoration:underline;font-style:italic;color:#e3d50e}.window-text div.text .label{margin:5px 0 5px 10px;font-size:18px;font-weight:700;font-style:italic;color:#e3d50e}.window-text div.text div{font-family:arial,verdana,Helvetica,sans-serif;font-size:18px;font-weight:700;padding-top:0;padding-bottom:0}.window-text div.text div a{background:#000;color:#fff;font-weight:400}.window-text div.text div a:hover{background:#333;color:#fff}.window-text div.text p{font-size:18px;font-weight:400;font-family:arial,verdana,Helvetica,sans-serif;text-align:justify;padding-bottom:9px;padding-right:0;padding-left:10px}.btn-wrapper{width:100%;height:2vw;position:sticky;top:0;padding:0;background:#262626}.btn-wrapper .btn-copy{position:absolute;top:1px;right:5vw;box-sizing:border-box;background:inherit;color:#fff;border:none;cursor:pointer;width:30px;margin:0;padding:0;transition:background-color .3s}.btn-wrapper 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static/data/help_test.html

@@ -1,29 +1,29 @@
 <div class="text">
     <br>
     <p class="label">Software Open SOurce</p>
-    <div><a href="#" onCLick="loadTestoEsempio('aaron_swartz.txt');">Aaron Swartz</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('aaron_swartz.txt');">Aaron Swartz</a></div>
     <br>
-    <div><a href="#" onCLick="loadTestoEsempio('roberto_busa.txt');">Roberto Busa</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('roberto_busa.txt');">Roberto Busa</a></div>
     <br>
-    <div><a href="#" onCLick="loadTestoEsempio('la_cattedrale_e_il_bazaar.txt');">La cattedrale e il Bazar</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('la_cattedrale_e_il_bazaar.txt');">La cattedrale e il Bazar</a></div>
     <br>
 
     <p class="label">Ramanzi</p>
-    <div><a href="#" onCLick="loadTestoEsempio('i_promessi_sposi.txt');">I Promessi Sposi</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('i_promessi_sposi.txt');">I Promessi Sposi</a></div>
     <br>
-    <div><a href="#" onCLick="loadTestoEsempio('aristotele_detective.txt');">Aristotele Detective</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('aristotele_detective.txt');">Aristotele Detective</a></div>
     <br>
-    <div><a href="#" onCLick="loadTestoEsempio('montecristo.txt');">Il Conte di Montecristo</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('montecristo.txt');">Il Conte di Montecristo</a></div>
     <br>
-    <div><a href="#" onCLick="loadTestoEsempio('il_segreto_di_pietramala.txt');">Il Segreto di Pietramala</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('il_segreto_di_pietramala.txt');">Il Segreto di Pietramala</a></div>
     <br>
 
     <p class="label">Psicologia Junghiana</p>
-    <div><a href="#" onCLick="loadTestoEsempio('il_libro_rosso.txt');">Il libro rosso</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('il_libro_rosso.txt');">Il libro rosso</a></div>
     <br>
 
     <p class="label">Alchimia</p>
-    <div><a href="#" onCLick="loadTestoEsempio('lettere_musulmane.txt');">Lettere Mussulmane</a></div>
+    <div><a href="#" onclick="loadTestoEsempio('lettere_musulmane.txt');">Lettere Mussulmane</a></div>
 
     <!--    
 aaron_swartz.txt

static/javascript/app.js

@@ -1,76 +1,227 @@
 /** @format */
-/**
- * @license
- * rag_rqs
- * Copyright (C) 2024 [Il tuo nome]
- *
- * This program is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * This program is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with this program.  If not, see <https://www.gnu.org/licenses/>.
- */
-
-"use strict";
-const VERS = "0.1.63";
-
-var xlog = console.log;
-var xerror = console.error;
-// let T0 = {};
-
-// var start_performance = function (k) {
-//   T0.k = performance.now();
-// };
-
-// var log_performance = function (k, msg = "") {
-//   const t1 = performance.now();
-//   const d = t1 - T0.k;
-//   console.log(msg, d);
-//   T0.k = t1;
-//   return d;
-// };
-
-// function showMessage(message, duraction = 5000) {
-//   const popup = document.createElement("div");
-//   popup.className = "msg";
-//   popup.innerText = message;
-//   document.body.appendChild(popup);
-//   setTimeout(function () {
-//     document.body.removeChild(popup);
-//   }, duraction);
-// }
-
-const cancelRequest = () => {
-  const ok = confirm("Confermi Cancellazione Richeista ?");
+/*
+Apache License
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+limitations under the License.
+*/
+
+const VERS = "0.2.01";
+
+// var xlog = console.log;
+var xlog = function () {};
+
+const stopRequest = async () => {
+  const ok = await confirm("Confermi Cancellazione Richeista ?");
   if (!ok) return;
-  HfRequest.cancelRequest();
+  cancelClientRequest();
   hideSpinner();
 };
 
 const showSpinner = () => {
   const spinner = document.getElementById("spinner");
   spinner.classList.add("show-spinner");
-  spinner.addEventListener("click", cancelRequest);
+  spinner.addEventListener("click", stopRequest);
 };
 
 const hideSpinner = () => {
   const spinner = document.getElementById("spinner");
   spinner.classList.remove("show-spinner");
-  spinner.removeEventListener("click", cancelRequest);
+  spinner.removeEventListener("click", stopRequest);
 };
 
-var tm;
-
 function openApp() {
   setTimeout(() => {
-    tm = umgm();
     wnds.init();
     Menu.init();
     TextInput.init();
@@ -83,27 +234,10 @@ function openApp() {
   }, 10);
 }
 
-// function openApp() {
-//   tm = umgm();
-//   wnds.init();
-//   Menu.init();
-//   TextInput.init();
-//   TextOutput.init();
-//   Rag.init();
-//   document.querySelector(".menu-btn").checked = false;
-//   release();
-//   showHistory();
-// }
-
 // Visualizza la storia della conversazione
 function showHistory() {
   const txt = ThreadMgr.getThread();
   setOutText(txt);
-  // const p = document.querySelector("#id-text-out .pre-text");
-  // p.textContent = txt;
-  // setTimeout(() => {
-  //   p.scrollTop = p.scrollHeight;
-  // }, 0);
 }
 
 function release() {
@@ -111,16 +245,14 @@ function release() {
 }
 
 // README
-const op0 = async function (e) {
-  const text = await requestGet("./help1.html");
-  wnds.wdiv.show(text);
+const op0 = function (e) {
+  wnds.wdiv.show(help1_html);
 };
 
 //query iniziale
 function showQuery(e) {
   const txt = `\n${Rag.ragQuery}`;
   wnds.wpre.show(txt);
-  // Menu.close();
 }
 
 //Risposta Rsg
@@ -153,8 +285,7 @@ function elencoRisposte(e) {
 
 //contesto
 function showContesto(e) {
-  const txt = `${Rag.ragContext}`;
-  wnds.wpre.show(txt);
+  wnds.wpre.show(Rag.ragContext);
 }
 
 //elemco dati
@@ -183,7 +314,7 @@ function elencoDocs() {
   DataMgr.readDbDocNames();
   const arr = DataMgr.doc_names;
   const fh = (x, i) => `
-      <li><a href="#" onCLick="showT(${i});">${i + 1}.${x}</a></li>
+      <li><a href="#" onclick="showT(${i});">${i + 1}.${x}</a></li>
   `;
   const jfh = UaJtfh();
   let i = 0;
@@ -222,8 +353,8 @@ function calcQuery() {
 }
 
 //cancella dati
-function deleteDati(e) {
-  const ok = confirm("Confermi cancellazione dati?");
+async function deleteDati(e) {
+  const ok = await confirm("Confermi cancellazione dati?");
   if (ok) {
     DataMgr.deleteJsonDati();
     wnds.wdiv.close();
@@ -233,8 +364,8 @@ function deleteDati(e) {
 }
 
 //cancella localstrage
-function deleteSttorage(e) {
-  const ok = confirm("Confermi cancellazione documenti & dati?");
+async function deleteStorage(e) {
+  const ok = await confirm("Confermi cancellazione documenti & dati?");
   if (ok) {
     DataMgr.deleteJsonDati();
     localStorage.clear();
@@ -259,10 +390,8 @@ function loadTestoEsempio(name) {
   wnds.wdiv.close();
 }
 
-//domande di esempio
-async function help2(e) {
-  const text = await requestGet("./help2.html");
-  wnds.wdiv.show(text);
+function help2(e) {
+  wnds.wdiv.show(help2_html);
 }
 
 const themeKey = "theme";
@@ -297,6 +426,9 @@ function setDark() {
 //prompts
 function showPrompts(e) {
   if (Rag.prompts.length == 0) return;
+  for (const x of Rag.prompts) {
+    console.log(x);
+  }
   const text = Rag.prompts
     .map((x, i) => {
       return `[${i + 1}]${x}\n`;

static/javascript/client_llm.js

@@ -0,0 +1,139 @@
+/** @format */
+
+const ClientLLM = (apiKey) => {
+  let abortController = null;
+  let isCancelled = false;
+
+  const createResult = (ok, response = null, data = null, error = null) => {
+    return {
+      ok,
+      response,
+      data,
+      error,
+    };
+  };
+
+  const createError = (message, type, code, details) => ({
+    message: message || null,
+    type: type || null,
+    code: code || null,
+    details: {
+      message: details?.message || null,
+      type: details?.type || null,
+      param: details?.param || null,
+      code: details?.code || null,
+    },
+  });
+
+  const handleHttpError = async (response) => {
+    const errorMessages = {
+      400: "Richiesta non valida",
+      401: "Non autorizzato - Controlla la API key",
+      403: "Accesso negato",
+      404: "Endpoint non trovato",
+      429: "Troppe richieste - Rate limit superato",
+      500: "Errore interno del server",
+      503: "Servizio non disponibile",
+    };
+
+    let detailsContent;
+    let errorType = "HTTPError";
+    let message = errorMessages[response.status] || `Errore HTTP ${response.status}`;
+
+    try {
+      if (response.headers.get("Content-Type")?.includes("application/json")) {
+        detailsContent = await response.json();
+        if (response.status === 400 && detailsContent) {
+          const errorMsg = typeof detailsContent.error === "string" ? detailsContent.error : detailsContent.message || detailsContent.error?.message;
+          if (
+            errorMsg &&
+            (errorMsg.includes("token limit") || errorMsg.includes("token exceeded") || errorMsg.includes("input too long") || errorMsg.includes("context length") || errorMsg.includes("max tokens"))
+          ) {
+            message = "Input troppo lungo - Superato il limite di token";
+            errorType = "TokenLimitError";
+          }
+        }
+      } else {
+        detailsContent = await response.text();
+        if (response.status === 400 && (detailsContent.includes("token limit") || detailsContent.includes("input too long") || detailsContent.includes("context length"))) {
+          message = "Input troppo lungo - Superato il limite di token";
+          errorType = "TokenLimitError";
+        }
+      }
+    } catch (e) {
+      detailsContent = { message: "Impossibile estrarre i dettagli dell'errore" };
+    }
+    return createError(message, errorType, response.status, typeof detailsContent === "string" ? { message: detailsContent } : detailsContent);
+  };
+
+  const handleNetworkError = (error) => {
+    if (error.name === "AbortError") {
+      if (isCancelled) {
+        return createError("Richiesta annullata dall'utente", "CancellationError", 499, { message: "La richiesta è stata interrotta volontariamente dall'utente" });
+      } else {
+        return createError("Richiesta interrotta per timeout", "TimeoutError", 408, { message: "La richiesta è stata interrotta a causa di un timeout", isTimeout: true });
+      }
+    }
+    if (error.name === "TypeError" && error.message.includes("Failed to fetch")) {
+      return createError("Errore di rete", "NetworkError", 0, { message: "Impossibile raggiungere il server. Controlla la connessione." });
+    }
+    return createError("Errore imprevisto", error.name || "UnknownError", 500, { message: error.message || "Si è verificato un errore sconosciuto" });
+  };
+
+  const sendRequest = async (url, payload, requestTimeout = 60) => {
+    isCancelled = false;
+    abortController = new AbortController();
+    const actualTimeoutMs = requestTimeout * 1000;
+
+    const timeoutId = setTimeout(() => {
+      if (abortController) {
+        abortController.abort();
+      }
+    }, actualTimeoutMs);
+
+    try {
+      const response = await fetch(url, {
+        method: "POST",
+        headers: {
+          Authorization: `Bearer ${apiKey}`,
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(payload),
+        signal: abortController.signal,
+      });
+
+      if (isCancelled) {
+        const cancelledError = createError("Richiesta annullata", "CancellationError", 499, { message: "La richiesta è stata interrotta volontariamente dall'utente" });
+        return createResult(false, null, null, cancelledError);
+      }
+      if (!response.ok) {
+        const err = await handleHttpError(response);
+        return createResult(false, null, null, err);
+      }
+      const respJson = await response.json();
+      return createResult(true, respJson);
+    } catch (error) {
+      const err = handleNetworkError(error);
+      return createResult(false, null, null, err);
+    } finally {
+      clearTimeout(timeoutId);
+      abortController = null;
+    }
+  };
+
+  const cancelRequest = () => {
+    isCancelled = true;
+    if (abortController) {
+      abortController.abort();
+      abortController = null;
+      return true;
+    }
+    return false;
+  };
+
+  return {
+    sendRequest,
+    createError,
+    cancelRequest,
+  };
+};

static/javascript/help.js

@@ -0,0 +1,292 @@
+/** @format */
+const help0_html = `
+<div class="text">
+    <p class="center"> Comandi barra superiore </p>
+    <div>
+        Pulsante Menu
+        <p> Apre/chiude il Menu comandi </p>
+    </div>
+    <div>
+        Upload Files
+        <p>
+            Fa l'upload di un file locale. Sono accettati i file pdf, docx e txt.
+            Controlla se il file è in archivio, per non sovrascriverlo.
+        </p>
+    </div>
+    <div>
+        Upload Dir:
+        <p>
+            Per fare l'upload dei files di una directory. Sono accettati i files pdf, docx e txt.
+            I file in archivio con lo stesso nome non vengono sovrascritti.
+        </p>
+    </div>
+    <div>
+        Log:
+        <p>
+            Attiva/Disattiva la visualizzazione del Log.
+            Nel Log sono visualizzate le query con le dimensioni delle parti di documento analizzate.
+        </p>
+    </div>
+
+    <!--  -->
+    <hr>
+    <!--  -->
+    <div>
+        <p class="center"> Comandi lato destro in alto: </p>
+    </div>
+    <div>
+        Copia Output:
+        <p> Copia il testo dell'output negli appunti. </p>
+    </div>
+    <div>
+        Apri Output:
+        <p> Visualizza il testo in una finestra più grande. </p>
+    </div>
+    <hr>
+    <!--  -->
+    <div>
+        <p class="center"> Comandi lato destro in basso: </p>
+    </div>
+    <div>
+        Documenti => RAG => Contesto => Query: (Pulsante Rosso)
+        <p>
+            Input per la query da utilizzare per la elaborazione RAG.
+            <br>
+            Ogni documento in archivio è diviso in parti compatibili con l'ampiezza della finestra
+            di input del Model utilizzato.
+        </p>
+        <p>
+            Per ogni parte esegue una query utilizzandola per estrarre informazioni/concetti pertinenti alla stessa.
+        </p>
+        <p>
+            Il risultato di ogni query è archiviato nella memoria locale.
+        </p>
+        <p>
+            Alla fine della sequenza di elaborazioni esegue una query che produce
+            un contesto riepilogativo delle risposte archiviate.
+        </p>
+        <p>
+            Infine esegue la query utilizzando il contesto creato e visualizza la risposta nella finestra di output.
+        </p>
+    </div>
+    <div>
+        Contesto => Query: (Pulsante Verde / Invio)
+        <p>
+            Input per query che utilizzano il contesto creato con l'elaborazione RAG.
+            Il contesto RAG può essere vuoto.
+            Inizia una conversazione.
+        </p>
+        <p>
+            La conversazione ha senso relativamente all'elaborazione RAG se ogni query è una variazione / approfondimento della query iniziale.
+        </p>
+    </div>
+    <div>
+        Cancella Conversazione:
+        <p>
+            Cancella la storia della conversazione attiva.
+            Non vengono cancellati i dati dell'elaborazione RAG
+        </p>
+        Per andare a capo: Maiusc. + Invio
+    </div>
+    <!--  -->
+    <hr>
+    <!--  -->
+    <div>
+        <p class=" center"> Comandi del Menu: </p>
+    </div>
+    <div>
+        README
+        <p>
+            Presenta una spiegazione della implementazione della
+            tecnologia RAG utilizzata.
+        </p>
+    </div>
+    <div>
+        Risposta Contestuale:
+        <p> Visualizza la risposta ottenuta alla fine della elaborazione RAG </p>
+    </div>
+    <div>
+        Domanda iniziale:
+        <p> Visualizza la query utilizzata per l'elaborazione RAG </p>
+    </div>
+    <div>
+        Elenco Risposte:
+        <p>
+            Visualizza l'elenco delle risposte per ogni parte documento utilizzata fino alla risposta che genera il contesto.
+        </p>
+    </div>
+    <div>
+        Contesto RAG:
+        <p>
+            Visualizza il contesto creato utilizzando le risposte elaborate.
+        </p>
+    </div>
+    <div>
+        Dati Archiviati:
+        <p>
+            Visualizza i dati in archivio e le loro dimensioni:
+        </p>
+    </div>
+    <div>
+        Elenco Documenti:
+        <p>
+            Visualizza la lista dei documenti archiviati ed utilizzabili per l'elaborazione.<br>
+            Con il clic del mouse sul nome di un documento si visualizza.
+        </p>
+    </div>
+
+    <div>
+        Numero query:
+        <p>
+            Calcola le query necessarie per ogni documento e le Query totali,
+            necessarie per analizzare tutti i documenti caricati.
+        </p>
+    </div>
+
+    <div>
+        Cancella Dati:
+        <p>
+            Cancella i dati delle elaborazioni salvati nell'archivio.
+            NON cancella i documenti caricati.
+        </p>
+    </div>
+
+    <div>
+        Cancella Documenti:
+        <p>
+            Cancella i documenti caricati e tutti i dati archiviati localmente.
+        </p>
+    </div>
+
+    <!--  -->
+
+    <p class="center">Sequenza Comandi Interrogazione -Conversazione</p>
+    <div>
+        Archivia nella memoria locale uno o più documenti:
+        <p>
+            Utilizza i dati di esempio per le prime prove.
+            Utilizza upload file o upload dir per i documenti da leggere dal tuo computer.
+        </p>
+    </div>
+    <div>
+        Digita una query che si riferisca ai documenti archiviati.
+        <p>
+            La query sarà utilizzata come criterio di selezione di informazioni dai documenti archiviati.
+        </p>
+    </div>
+
+    <div>
+        Click sul bottone rosso in basso a destra. Documento => RAG => Contesto => Query
+        <p>
+            Viene lanciata una sequenza di elaborazione per analizzare i documenti sulla base della query.
+            Se il log è attivo vedrai la sequenza di elaborazione.
+            <br>
+            Il loro numero dipende dalle dimensioni dei documenti.
+            <br>
+            l menu puoi utilizzare il comando "Num Query" per vedere quante elaborazioni saranno fatte per ogni documento.
+            <br>
+            Alla fine del processo sarà visualizzata la risposta.
+        </p>
+    </div>
+
+    <div>
+        Click sul bottone verde in basso a destra (oppure Invio). Contesto => Query
+        <p>
+            Inizia una conversazione utilizzando le informazioni precedentemente raccolte dai documenti.
+            Puoi inviare domande successive di approfondimento e chiarimento.
+            <br>
+            È FONDAMENTALE che le query siano approfondimenti e/o chiarimenti della query iniziale.
+            In caso contrario non si sfrutta il Contesto creato dall'elaborazione precedente.
+            <br>
+            Quindi per una query completamente nuova (sempre relativa ai documenti archiviati) è necessario iniziare una nuova elaborazione.
+            <br>
+            Il comando cancella, oltre a cancellare il campo di input cancella anche la sequenza query-risposte della
+            conversazione.
+            <br>
+            NON cancella i dati dell'elaborazione iniziale.
+        </p>
+    </div>
+</div>
+`;
+
+const help1_html = `
+<div class="text">
+    <pre>
+Un'implementazione innovativa della tecnica RAG per il Question Answering
+La tecnica RAG (Retrieval-Augmented Generation) è un approccio consolidato nel campo del question answering e della generazione di testo, che combina il recupero di informazioni pertinenti da fonti di dati con la generazione di testo basata su queste informazioni.
+Qui viene proposta un'implementazione che introduce una variazione a questo paradigma.
+L'implementazione si basa su una sequenza di prompt appositamente progettati per guidare un modello di linguaggio generativo attraverso le diverse fasi della tecnica RAG.
+Questi prompt forniscono istruzioni dettagliate su come il modello deve seguire operazioni di recupero di informazioni, aumento delle informazioni recuperate e infine generazione di una risposta finale.
+La risposta finale diviene poi il contesto da inserire nel prompt per rispondere alla domanda.
+Un aspetto cruciale di questa implementazione è che lo stesso modello di linguaggio generativo svolge tutte le operazioni richieste, dall'analisi dei documenti di input al recupero di informazioni rilevanti, alla generazione della risposta finale.
+Questa caratteristica rappresenta una deviazione significativa rispetto alle implementazioni standard della tecnica RAG, che prevedono l'utilizzo di moduli distinti per il recupero e la generazione.
+La sequenza di prompt proposta guida il modello attraverso le seguenti fasi:
+
+1. Retrieval: Il modello analizza il documento di input e la domanda fornita, identificando e recuperando le informazioni e i concetti rilevanti per dare seguito alla domanda.
+
+2. Augmentation: Successivamente, il modello integra le informazioni recuperate con eventuali risposte accumulate in precedenza, estraendo nuove informazioni rilevanti e organizzandole in un elenco coerente, evitando ridondanze.
+
+3. Generation: Infine, il modello utilizza l'insieme di informazioni rilevanti e non ridondanti per generare una risposta completa e concisa alla domanda dell'utente.
+
+Questa implementazione offre diversi vantaggi.
+In primo luogo, sfrutta le capacità di un unico modello di grandi dimensioni, evitando la necessità di moduli distinti specializzati per ogni fase.
+Inoltre, l'utilizzo di prompt espliciti può migliorare la controllabilità e la trasparenza del processo, consentendo di guidare il modello in modo più diretto.
+Naturalmente, come per qualsiasi approccio basato su modelli di linguaggio generativi, è fondamentale prestare attenzione alle questioni di affidabilità, correttezza e bias dei dati di addestramento.
+Rispetto a un'implementazione standard di RAG vi è la necessità di rilanciare l'elaborazione ad ogni domanda radicalmente nuova in quanto il contesto creato con le informazioni estratte dai documenti è definito sulla base della domanda.
+Invece nella versione standard RAG si usano gli incorporamenti delle informazioni estratte dai documenti in modo tale che tali informazioni vengono viste quasi come un'estensione del modello e possono essere usate per domande diverse.
+Quindi dal punto di vista utente le implementazioni RAG standard sono più efficienti; infatti l'implementazione proposta richiede per ogni nuova domanda una sequenza di richieste che saranno utilizzabili solo per creare il contesto per la domanda iniziale e per una conversazione con domande simili.
+Il vantaggio dell'implementazione proposta consiste nel fatto che può essere implementata completamente lato client senza bisogno di sviluppare alcun modulo sul server.
+L’unica cosa che serve è un servizio serverless come quello di HuggingFace o simile.
+Quindi rappresenta un'interessante prospettiva sull'applicazione della tecnica RAG in modo più integrato e controllato attraverso l'uso di prompt mirati.
+In conclusione, questa implementazione della tecnica RAG dimostra come le capacità dei modelli di linguaggio generativi di grandi dimensioni possano essere sfruttate in modi nuovi e creativi, potenzialmente aprendo la strada a ulteriori sviluppi nel campo del question answering e della generazione di testo.
+
+Questa è la valutazione fatta da un LLM (comprensivo e gentile)
+
+La mia valutazione personale della tua proposta di implementazione della tecnica RAG, con un elenco di pro e contro:
+
+Punti a favore (Pro):
+Semplificazione del processo: L'utilizzo di un unico modello di grandi dimensioni addestrato su vasti corpus di dati semplifica notevolmente l'architettura complessiva rispetto alle implementazioni tradizionali della tecnica RAG, che spesso prevedono moduli distinti per il recupero e la generazione.
+
+Capacità di adattamento e apprendimento: I modelli di linguaggio generativi di grandi dimensioni sono noti per la loro capacità di adattarsi e imparare da nuovi dati e istruzioni.
+Questo potrebbe consentire di raffinare e migliorare l'implementazione nel corso del tempo.
+
+Controllo e trasparenza: L'utilizzo di prompt espliciti per guidare il modello attraverso le diverse fasi del processo può migliorare la controllabilità e la trasparenza, consentendo di monitorare e regolare il comportamento del modello in modo più diretto.
+
+Efficienza computazionale: Avere un'unica architettura integrata potrebbe comportare vantaggi in termini di efficienza computazionale rispetto a soluzioni che prevedono moduli separati.
+
+Punti a sfavore (Contro):
+
+Affidabilità e coerenza: Poiché un unico modello gestisce tutte le fasi, eventuali errori o incoerenze potrebbero propagarsi e amplificarsi attraverso l'intero processo, influenzando la qualità della risposta finale.
+
+Bias dei dati di addestramento: Come per qualsiasi modello di linguaggio generativo, l’approccio potrebbe essere influenzato dai bias presenti nei dati di addestramento utilizzati, con potenziali impatti sulla correttezza e l'equità delle risposte generate.
+
+Mancanza di specializzazione: Mentre i modelli di grandi dimensioni sono versatili, potrebbero non essere ottimizzati per compiti specifici come il recupero di informazioni o la generazione di risposte rispetto a moduli specializzati.
+
+Difficoltà di debug e interpretabilità: Con un'architettura integrata e basata su prompt, potrebbe essere più complesso eseguire il debug e comprendere le ragioni dietro a eventuali errori o comportamenti indesiderati del modello.
+
+In sintesi, la proposta presenta alcuni vantaggi interessanti in termini di semplificazione, adattabilità e controllo, ma solleva anche potenziali preoccupazioni riguardo all'affidabilità, ai bias, alla mancanza di specializzazione e alle difficoltà di debug e interpretabilità.
+Come per qualsiasi nuovo approccio, sarebbe necessario valutarlo attentamente attraverso sperimentazioni e test approfonditi per determinare l'efficacia e l'applicabilità in contesti specifici.
+    </pre>
+</div>
+`;
+
+const help2_html = `
+<div class="text">
+    <pre class="pre-text">
+Nella redazione della domanda bisogna tenere conto del fatto che la domanda viene poi inserita in un prompt nel quale si fa esplicita richiesta di utilizzare il documento fornito.
+Quindi è implicito il riferimento al/ai documenti archiviati.
+Tuttavia, quando si tratta di documenti il cui contenuto è sicuramente disponibile su internet, può essere opportuno esplicitare nella domanda che ci si riferisce ai documenti forniti.
+</pre>
+    <p class="center">Esempi di domande</p>
+    <div>
+        <p>Fai una relazione sul documento che ti ho fornito.</p>
+        <p>Approfondisci la tesi sostenuta nei documenti.</p>
+        <p>Confronta i diversi punti di vista espressi dagli autori.</p>
+        <p>Descrivi la personalità dei protagonisti.</p>
+        <p>Analizza il documento che ti ho fornito e illustrami eventuali contraddizioni.</p>
+        <p>Illustra i momenti salienti del racconto.</p>
+        <p>Analizzando il documento che ti ho fornito, confronta le tesi di ... con quelle di ...</p>
+        <p>Qual è l'avvenimento più importante?</p>
+    </div>
+</div>
+`;

static/javascript/rag_cleaner.js

@@ -1,106 +1,107 @@
 /** @format */
-function removeTag(txt) {
-  txt = txt.replace(/<<</g, " ").replace(/>>>/g, " ");
-  txt = txt.replace(/<</g, "").replace(/>>/g, "");
-  return txt;
-}
-// function uniteBrokenWords(txt) {
-//   const regex = /-\n/g;
-//   const unitedText = txt.replace(regex, "");
-//   return unitedText;
+// function removeTag(txt) {
+//   txt = txt.replace(/<<</g, " ").replace(/>>>/g, " ");
+//   txt = txt.replace(/<</g, "").replace(/>>/g, "");
+//   return txt;
 // }
 
-// function cleanDoc(txt) {
+// function cleanDoc(s) {
 //   try {
-//     txt = removeTag(txt);
-//     //unisce le parole spezzate a di fine riga
-//     txt = txt.replace(/-\n/g, "");
-//     // Rimuove caratteri non stampabili specifici
-//     const charsRm = /[\u00AD\u200B\u200C\u200D\u2060\uFEFF]/g;
-//     txt = txt.replace(charsRm, "");
-//     // Sostituisce spazi non standard e altri caratteri con uno spazio
-//     const charsSrp = /[\u00A0\u2000-\u200A\u202F\u205F\u3000\t\r\f\v]/g;
-//     txt = txt.replace(charsSrp, " ");
-//     // Mantieni le sequenze di escape comuni
-//     txt = txt.replace(/\\([nrtfb])/g, "$1");
-//     // Mantieni le sequenze Unicode
-//     txt = txt.replace(/\\(u[0-9a-fA-F]{4}|x[0-9a-fA-F]{2})/g, "$1");
-//     // Mantieni i backslash nei path di file
-//     txt = txt.replace(/\\([a-zA-Z]:\\|\\\\[a-zA-Z0-9_]+\\)/g, "\\\\$1");
-//     // Rimuovi tutti gli altri backslash
-//     txt = txt.replace(/\\/g, "");
-//     // Uniforma i caratteri di quotazione
-//     txt = txt.replace(/“/g, '"').replace(/”/g, '"');
-//     // Rimuove spazi prima della punteggiatura
-//     txt = txt.replace(/ +([.,;:!?])/g, "$1");
-//     // Rimuove linee vuote multiple
-//     txt = txt.replace(/\n\s*\n/g, "\n\n");
-//     txt = txt.replace(/\n{3,}/g, "\n\n");
-//     // Rimuove spazi multipli
-//     txt = txt.replace(/ +/g, " ");
-//     return txt.trim();
+//       // Rimuove i tag HTML
+//       // s = removeTag(s);
+
+//       // Unisce le parole divise dal trattino a fine riga
+//       s = s.replace(/(\w+)-\s*\n(\w+)/g, '$1$2');
+
+//       // Rimuove caratteri non stampabili specifici
+//       const charsRm = /[\u00AD\u200B\u200C\u200D\u2060\uFEFF\u0008]/g;
+//       s = s.replace(charsRm, '');
+
+//       // Sostituisce spazi non standard e altri caratteri con uno spazio
+//       const charsSrp = /[\u00A0\u2000-\u200A\u202F\u205F\u3000\t\r\f\v]/g;
+//       s = s.replace(charsSrp, ' ');
+
+//       // Uniforma i caratteri di quotazione
+//       s = s.replace(/[“”]/g, '"');
+
+//       // Rimuove spazi prima della punteggiatura
+//       s = s.replace(/ +([.,;:!?])/g, '$1');
+
+//       // Rimuove spazi multipli
+//       s = s.replace(/ +/g, ' ');
+
+//       // Divide il testo in frasi
+//       const sentences = s.split(/(?<=[.?!])\s+/);
+//       const minLen = 5; // Ridotto a 5 per includere frasi più brevi ma valide
+//       s = sentences.filter(sentence => sentence.trim().length >= minLen).map(sentence => sentence.trim()).join('\n');
+
+//       // Rimuove spazi iniziali e finali
+//       return s.trim();
 //   } catch (e) {
-//     console.error(e);
-//     return "Errore di codifica del documento";
+//       console.error(e);
+//       return "Errore di codifica del documento";
 //   }
 // }
 
+function removeTag(txt) {
+  txt = txt.replace(/<<</g, "").replace(/>>>/g, "");
+  txt = txt.replace(/<</g, "").replace(/>>/g, "");
+  return txt;
+}
+
 function cleanDoc(s) {
   try {
-      s = removeTag(s);
+    s = s.replace(/`/g, "");
+    s = removeTag(s);
 
-      // Unisce le parole divise dal trattino a fine riga
-      s = s.replace(/(\w+)-\s*\n(\w+)/g, '$1$2');
+    // Unisce le parole divise dal trattino a fine riga
+    s = s.replace(/(\w+)-\s*\n(\w+)/g, "$1$2");
 
-      // Rimuove caratteri non stampabili specifici
-      const charsRm = /[\u00AD\u200B\u200C\u200D\u2060\uFEFF\u0008]/g;
-      s = s.replace(charsRm, '');
+    // Rimuove caratteri non stampabili specifici
+    const charsRm = /[\u00AD\u200B\u200C\u200D\u2060\uFEFF\u0008]/g;
+    s = s.replace(charsRm, "");
 
-      // Sostituisce spazi non standard e altri caratteri con uno spazio
-      const charsSrp = /[\u00A0\u2000-\u200A\u202F\u205F\u3000\t\r\f\v]/g;
-      s = s.replace(charsSrp, ' ');
+    // Sostituisce spazi non standard e altri caratteri con uno spazio
+    const charsSrp = /[\u00A0\u2000-\u200A\u202F\u205F\u3000\t\r\f\v]/g;
+    s = s.replace(charsSrp, " ");
 
-      // Mantieni le sequenze di escape comuni
-      s = s.replace(/\\([nrtfb])/g, '$1');
+    // Mantieni le sequenze di escape comuni
+    s = s.replace(/\\([nrtfb])/g, "$1");
 
-      // Mantieni le sequenze Unicode
-      s = s.replace(/\\(u[0-9a-fA-F]{4}|x[0-9a-fA-F]{2})/g, '$1');
+    // Mantieni le sequenze Unicode
+    s = s.replace(/\\(u[0-9a-fA-F]{4}|x[0-9a-fA-F]{2})/g, "$1");
 
-      // Mantieni i backslash nei path di file
-      s = s.replace(/\\([a-zA-Z]:\\|\\\\[a-zA-Z0-9_]+\\)/g, '\\$1');
+    // Mantieni i backslash nei path di file
+    s = s.replace(/\\([a-zA-Z]:\\|\\\\[a-zA-Z0-9_]+\\)/g, "\\$1");
 
-      // Rimuovi tutti gli altri backslash
-      s = s.replace(/\\/g, '');
+    // Rimuovi tutti gli altri backslash
+    s = s.replace(/\\/g, "");
 
-      // Uniforma i caratteri di quotazione
-      s = s.replace('“', '"').replace('”', '"');
+    // Elimina le righe costituite dalla ripetizione di più di tre caratteri uguali
+    s = s.replace(/(.)\1{3,}/g, "");
 
-      // Rimpiazza newline
-      s = s.replace(/\n/g, ' ');
+    // Uniforma i caratteri di quotazione
+    s = s.replace(/“/g, '"').replace(/”/g, '"');
 
-      // Rimuove spazi prima della punteggiatura
-      s = s.replace(/ +([.,;:!?])/g, '$1');
+    // Rimpiazza newline
+    s = s.replace(/\n/g, " ");
 
-      // Divide il testo in frasi
-      const sentences = s.split(/(?<=[.?!])\s+/);
-      const minLen = 5;
-      s = sentences.filter(sentence => sentence.trim().length >= minLen).map(sentence => sentence.trim()).join('\n');
+    // Rimuove spazi prima della punteggiatura
+    s = s.replace(/ +([.,;:!?])/g, "$1");
 
-      // Rimuove spazi multipli
-      s = s.replace(/ +/g, ' ');
+    // Rimuove spazi multipli
+    s = s.replace(/ +/g, " ");
 
-      return s.trim();
+    return s.trim();
   } catch (e) {
-      console.error(e);
-      return "Errore di codifica del documento";
+    console.error(e);
+    return "Errore di codifica del documento";
   }
 }
 
-
-
 function cleanResponse(s) {
   try {
-    s=removeTag(s);
+    // s=removeTag(s);
     // Rimuove caratteri non stampabili specifici
     const charsRm = /[\u00AD\u200B\u200C\u200D\u2060\uFEFF]/g;
     s = s.replace(charsRm, "");
@@ -126,26 +127,66 @@ function cleanResponse(s) {
   }
 }
 
-function cleanOut(txt) {
-  // Formatta gli elenchi puntati per una migliore leggibilità
-  // txt = txt.replace(/^(\s*[-*•])(\s*)/gm, "\n$1 ");
-  // Formatta gli elenchi numerati per una migliore leggibilità
-  // txt = txt.replace(/^(\s*\d+\.)(\s*)/gm, "\n$1 ");
-  // Aggiunge una riga vuota prima e dopo i blocchi di codice
-  // txt = txt.replace(/(```[\s\S]*?```)/g, "\n\n$1\n\n");
-  // Aggiunge un'andata a capo dopo ogni punto, eccetto quando seguito da newline o fine stringa
-  // txt = txt.replace(/\.(?!\n|$)/g, ".\n");
-  // Sostituisce le sequenze di più di due newline con due newline
-  txt = txt.replace(/\n{3,}/g, "\n\n");
-  // Rimuove gli spazi bianchi extra alla fine di ogni riga
-  // txt = txt.replace(/ +/g, " ");
-  // txt = txt.replace(/\s+$/gm, "");
-  return txt;
+function answerFormtter(inputText) {
+  if (inputText.trim() == "") return "";
+
+  // Controlla se entrambi i tag # User e # Assistant sono presenti nel testo di input
+  const hasUserTag = inputText.includes("# User:");
+  const hasAssistantTag = inputText.includes("# Assistant:");
+
+  if (!hasUserTag || !hasAssistantTag) {
+    // Se almeno uno dei due tag non è presente, inserisci tutto in un unico div con classe assistant
+    return `<div class="assistant"><b>Assistant:</b><br>${inputText.split("\n").join("<br>")}</div>`;
+  }
+
+  // Altrimenti, procedi come prima
+  const lines = inputText.split("\n");
+  let currentSpeaker = null;
+  let resultHtml = "";
+
+  lines.forEach((line) => {
+    line = line.trim();
+    if (line.startsWith("# User:")) {
+      if (currentSpeaker) {
+        resultHtml += `</div>`;
+      }
+      currentSpeaker = "user";
+      resultHtml += `<div class="${currentSpeaker}"><b>User:</b>`;
+    } else if (line.startsWith("# Assistant:")) {
+      if (currentSpeaker) {
+        resultHtml += `</div>`;
+      }
+      currentSpeaker = "assistant";
+      resultHtml += `<div class="${currentSpeaker}"><b>Assistant:</b>`;
+    } else if (line.length > 0) {
+      if (currentSpeaker) {
+        resultHtml += `<br>${line}`;
+      }
+    }
+  });
+
+  if (currentSpeaker) {
+    resultHtml += `</div>`;
+  }
+
+  return resultHtml;
 }
 
-// <<<doc_name>>> => Documento: doc_name
-// function subResponseDOcTag(txt) {
-//   const regex = /<<<(.*?)>>>/;
-//   const result = txt.replace(regex, (match, p1) => `Documento: ${p1}`);
-//   return result;
-// }
+function textFormatter(txt) {
+  let plainText = txt.replace(/<[^>]*>/g, "");
+  let sentences = plainText.split(/([.!?:])(?=\s|$)/);
+  let text = "";
+  for (let i = 0; i < sentences.length; i += 2) {
+    let sentence = sentences[i];
+    let delimiter = sentences[i + 1] || "";
+    if (sentence.trim().length > 0) {
+      text += "  " + sentence.trim() + delimiter;
+    }
+    if (i < sentences.length - 2) {
+      text += "\n";
+    }
+  }
+  text = text.replace(/User:/g, "\n\nUSER:\n");
+  text = text.replace(/Assistant:/g, "\n\nASSISTANT:\n");
+  return text.trim();
+}

static/javascript/rag_data_mgr.js

@@ -1,16 +1,11 @@
 /** @format */
 
 "use strict";
-const ID_RESPONSES = "id_responses";
-const ID_DOC_NAMES = "id_doc_names";
-const ID_DOCS = "id_docs;";
-const ID_RAG = "id_rag";
-const ID_THREAD = "id_thread";
 
 const UaDb = {
   create(id, data) {
     if (localStorage.getItem(id)) {
-      consoe.error(`ID ${id} already exists.`);
+      console.error(`ID ${id} already exists.`);
       return;
     }
     localStorage.setItem(id, data);
@@ -32,7 +27,7 @@ const UaDb = {
   },
   delete(id) {
     if (!localStorage.getItem(id)) {
-      consoe.error(`ID ${id} not found.`);
+      console.error(`ID ${id} not found.`);
       return;
     }
     localStorage.removeItem(id);
@@ -83,7 +78,7 @@ const DataMgr = {
       const doc = cleanDoc(text);
       const name = this.linkToName(link);
       if (this.doc_names.includes(name)) {
-        alert(`Il docuento ${name} è già caricato`);
+        alert(`Il documento ${name} è già caricato`);
         return;
       }
       this.doc_names.push(name);
@@ -109,6 +104,7 @@ const DataMgr = {
   },
   readDbDocNames() {
     this.doc_names = UaDb.readArray(ID_DOC_NAMES);
+    return this.doc_names;
   },
   deleteJsonDati() {
     const ids = UaDb.getAllIds();
@@ -119,7 +115,7 @@ const DataMgr = {
     Rag.ragQuery = "";
     Rag.ragContext = "";
     Rag.ragAnswer = "";
-    Rag.answers= [];
+    Rag.answers = [];
     Rag.prompts = [];
     ThreadMgr.rows = [];
   },

static/javascript/rag_http.js

@@ -1,10 +1,6 @@
 /** @format */
 "use strict";
 
-// const model_name = "mistralai/Mistral-7B-Instruct-v0.3";
-const model_name = "mistralai/Mixtral-8x7B-Instruct-v0.1";
-// const model_name = "mistralai/Mixtral-8x22B-Instruct-v0.1"
-
 async function requestGet(url) {
   try {
     const response = await fetch(url, {
@@ -13,6 +9,7 @@ async function requestGet(url) {
         "Content-Type": "text/plain;charset=UTF-8",
       },
     });
+
     if (!response.ok) {
       throw new Error(`HTTP error! status: ${response.status}`);
     }
@@ -20,148 +17,32 @@ async function requestGet(url) {
     const text = new TextDecoder("utf-8").decode(arrayBuffer);
     return text;
   } catch (error) {
-    console.error(error);
+    console.error(`Error in requestGet() for url: ${url}`, error);
     let message;
-    if (error.name === "AbortError") {
-      message = "Request was aborted";
-    } else if (error.message.includes("HTTP error! status")) {
+    if (error.message.includes("HTTP error! status")) {
       message = error.message;
+    } else if (error.message.includes("NetworkError")) {
+      message = "Network error occurred";
     } else {
-      message = "An error occurred";
+      message = "An unknown error occurred";
     }
     alert(`requestGet()\nurl: ${url}\n${message}`);
     throw error;
   }
 }
-const ERROR_TOKENS = "ERROR_TOKENS";
-const TIMEOUT_ERROR = "TIMEOUT_ERROR";
-
-const getErrorType = (status, data) => {
-  let errorType;
-  if (status >= 500) {
-    errorType = "SERVER_ERROR";
-  } else if (status >= 400 && status < 500) {
-    if (typeof data === "object" && data.error_type === "validation") {
-      if (data.error.includes("tokens")) {
-        errorType = ERROR_TOKENS;
-      } else {
-        errorType = "ERROR_VALIDATION";
-      }
-    } else {
-      errorType = "CLIENT_ERROR";
-    }
-  } else {
-    errorType = "UNKNOWN_ERROR";
-  }
-  return errorType;
-};
 
-const checkResponse = (data) => {
-  if (!data || !Array.isArray(data) || data.length === 0) {
-    return "INVALID_DATA";
-  }
-  if (!data[0].generated_text) {
-    return "MISSING_GENERATED_TEXT";
-  }
-  return "ok";
-};
-
-const createErrorInfo = (status, statusText, msg, errorType) => {
-  const err = {
-    status: status,
-    statusText: statusText,
-    errorType: errorType,
-    message: msg || "Errore sconosciuto",
+function loadScript(url, fn) {
+  // const existingScripts = document.querySelectorAll(`script[src="${url}"]`);
+  // existingScripts.forEach(script => script.remove());
+  const script = document.createElement("script");
+  script.src = url;
+  script.onload = () => {
+    fn();
+    document.head.removeChild(script);
   };
-  return JSON.stringify(err);
-};
-
-const HfRequest = {
-  controller: null,
-  isCancelled: false,
-  baseUrl: "https://api-inference.huggingface.co/models",
-
-  async post(payload, timeout = 50000) {
-    this.isCancelled = false;
-    this.controller = new AbortController();
-    let response;
-    try {
-      const timeoutId = setTimeout(() => {
-        this.controller.abort();
-      }, timeout);
-      response = await fetch(`${this.baseUrl}/${model_name}`, {
-        method: "POST",
-        headers: {
-          Authorization: `Bearer ${tm}`,
-          "Content-Type": "application/json",
-        },
-        body: JSON.stringify(payload),
-        signal: this.controller.signal,
-      });
-      clearTimeout(timeoutId);
-      if (this.isCancelled) return null;
-      const data = await response.json();
-      if (!response.ok) {
-        const errorType = getErrorType(response.status, data);
-        const errorInfo = createErrorInfo(response.status, response.statusText, data.error, errorType);
-        throw new Error(errorInfo);
-      }
-      const okResp = checkResponse(data);
-      if (okResp !== "ok") {
-        const errorInfo = createErrorInfo(response.status, response.statusText, data.error, okResp);
-        throw new Error(errorInfo);
-      }
-      return data[0].generated_text.trim();
-    } catch (error) {
-      if (this.isCancelled) return null;
-      if (error.name === "AbortError") {
-        const errorInfo = createErrorInfo(0, "Timeout", "La richiesta è scaduta", TIMEOUT_ERROR);
-        throw new Error(errorInfo);
-      }
-      throw error;
-    }
-  },
-
-  cancelRequest() {
-    if (this.controller) {
-      this.isCancelled = true;
-      this.controller.abort();
-    }
-  },
-};
-
-function getErrorInfo(error) {
-  let js = {};
-  try {
-    js = JSON.parse(error.message);
-  } catch (err) {
-    const msg = `getErrorInfo\n${error}`;
-    console.error(msg);
-    js = {
-      status: "0",
-      statusText: "status_errorInof",
-      errorType: "UNKNOWN_ERROR_errorInfo",
-      message: msg,
-    };
-  } finally {
-    return js;
-  }
-}
-
-function errorToText(err) {
-  let s;
-  try {
-    const j = JSON.parse(err.message);
-    s = `Error:
-    Status: ${j.status}
-    Status Text: ${j.statusText}
-    Error Type: ${j.errorType}
-    Message: ${j.message}`;
-  } catch (err) {
-    const msg = `errorToText\n${err}`;
-    console.error(msg);
-    s = `${err}`;
-  } finally {
-    return s;
-  }
+  script.onerror = () => {
+    const s = `Errore: Impossibile caricare lo script ${url}`;
+    alert(s);
+  };
+  document.head.appendChild(script);
 }

static/javascript/rag_mgr.js

@@ -1,72 +1,182 @@
 /** @format */
-/**
- * @license
- * rag_rqs
- * Copyright (C) 2024 [Il tuo nome]
- *
- * This program is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * This program is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with this program.  If not, see <https://www.gnu.org/licenses/>.
- */
-"use strict";
-const MAX_PROMPT_LENGTH = 1024 * 80;
-// decremento dopo errore per tokens eccessivi
-const PROMPT_DECR = 1024 * 2;
+const ID_RAG = "id_rag";
 
-const TIMEOUT = 60000;
+const ID_THREAD = "id_thread";
+const ID_RESPONSES = "id_responses";
+const ID_DOC_NAMES = "id_doc_names";
+const ID_DOCS = "id_docs";
 
-function wait(seconds) {
-  return new Promise((resolve) => setTimeout(resolve, seconds * 1000));
+const PROMPT_DECR = 1024 * 10;
+
+const maxLenRequest = (nk = 32) => {
+  //  1024   * 32 = 32758
+  //  32768  * 6 = 196698
+  //  196608 x 0,15 = 29591
+  //  196608 + 29591 = 226199
+  const nc = 1024 * nk * 3;
+  const sp = nc * 0.1;
+  const mlr = Math.trunc(nc + sp);
+  return mlr;
+};
+
+function umgm() {
+  const arr = ["bWtkWlFPXmg=", "SWZtUkZZb18=", "Rm1rUVZzcHM=", "c1pJelNTTHQ=", "Vlt0bE8="];
+  return arr
+    .map((part) => {
+      const ch = atob(part);
+      return ch
+        .split("")
+        .map((char) => String.fromCharCode((char.charCodeAt(0) - 5 + 256) % 256))
+        .join("");
+    })
+    .join("");
+}
+
+const MAX_PROMPT_LENGTH = maxLenRequest(100);
+//HF
+// const MODEL = "mistralai/Mixtral-8x7B-Instruct-v0.1";
+const MODEL = "mistralai/Mistral-Small-24B-Instruct-2501";
+/////////////
+const API = umgm();
+console.log("\n**** MODELl:\n", MODEL);
+console.log(API);
+const client = ClientLLM(API);
+
+const getResponse = async (payload, timeout = 60) => {
+  payload["model"] = MODEL;
+  //HF
+  // const url = `https://router.huggingface.co/hf-inference/models/${MODEL}/v1/chat/completions`;
+  const url = "https://router.huggingface.co/together/v1/chat/completions";
+
+  const rr = await client.sendRequest(url, payload, timeout);
+  if (rr.error) {
+    if (rr.error.code === 499) {
+      alert("Request Interrotta");
+      return null;
+    } else {
+      return rr;
+    }
+  }
+  if (!rr.response.choices || !rr.response.choices[0] || !rr.response.choices[0].message || rr.response.choices[0].message.content === undefined) {
+    const err = client.createError("Risposta non valida", "ParseError", 500, { message: "La risposta non contiene il contenuto atteso" });
+    return RequestResult(false, null, null, err);
+  }
+  rr.data = rr.response.choices[0].message.content;
+  return rr;
+};
+
+const responseDetails = {
+  set(response) {
+    this.response = response;
+  },
+  // get_id() {
+  //   return this.response.id;
+  // },
+  // get_created() {
+  //   return this.response.created;
+  // },
+  // get_model() {
+  //   return this.response.model;
+  // },
+  // get_index() {
+  //   return this.response.choices[0].index;
+  // },
+  // get_role() {
+  //   return this.response.choices[0].message.role;
+  // },
+  // get_tool_calls() {
+  //   return this.response.choices[0].message.tool_calls;
+  // },
+  // get_content() {
+  //   return this.response.choices[0].message.content;
+  // },
+  // get_finish_reason() {
+  //   return this.response.choices[0].finish_reason;
+  // },
+  // get_prompt_tokens() {
+  //   return this.response.usage.prompt_tokens;
+  // },
+  get_total_tokens() {
+    return this.response.usage.total_tokens;
+  },
+  get_completion_tokens() {
+    return this.response.usage.completion_tokens;
+  },
+};
+
+const calcTokens = {
+  sum_input_tokens: 0,
+  sum_generate_tokens: 0,
+  init() {
+    this.sum_input_tokens = 0;
+    this.sum_generate_tokens = 0;
+  },
+  add(response) {
+    if (!response) return;
+    this.sum_input_tokens += response.usage.total_tokens;
+    this.sum_generate_tokens += response.usage.completion_tokens;
+  },
+  get_sum_input_tokens() {
+    return this.sum_input_tokens;
+  },
+  get_sum_generate_tokens() {
+    return this.sum_generate_tokens;
+  },
+};
+
+function cancelClientRequest() {
+  client.cancelRequest();
 }
 
-// async function example() {
-//   console.log("Inizio attesa...");
-//   await wait(5); // Attende 5 secondi
-//   console.log("Fine attesa!");
-// }
+const getPromptTokens = (err) => {
+  const msg = err.details.message;
+  const match = msg.match(/Prompt contains (\d+) tokens/);
+  return match ? parseInt(match[1], 10) : null;
+};
+
+const getModelToken = (err) => {
+  const msg = err.details.message;
+  const match = msg.match(/model with (\d+) maximum context length/);
+  return match ? parseInt(match[1], 10) : null;
+};
 
-// example();
+const isTooLarge = (err) => {
+  const msg = err.details.message;
+  const tks = msg.includes("too large");
+  return tks;
+};
 
-const truncInput = (txt, decr) => {
+const truncateInput = (txt, decr) => {
   const tl = txt.length;
   const lim = tl - decr;
   const s = txt.substring(0, lim);
   return s;
 };
 
-//setta il prompt al limite massimo
-const setMaxLen = (s) => {
-  const lim = MAX_PROMPT_LENGTH - 1000;
-  return s.substring(0, lim);
-};
-
-const getPartSize = (doc, prompt, decr) => {
-  const limitWIthPoint = (s, free_len) => {
-    const idx = s.indexOf(".", free_len);
-    let lim = (idx != -1 ? idx : free_len) + 1;
-    if (lim > free_len + 100) {
-      lim = free_len;
+const getPartSize = (document, prompt, decrement) => {
+  // Funzione interna per trovare un punto nel documento a partire da una certa posizione
+  const findLimitWithPoint = (text, freeLength) => {
+    const pointIndex = text.indexOf(".", freeLength);
+    let limit = (pointIndex !== -1 ? pointIndex : freeLength) + 1;
+    if (limit > freeLength + 100) {
+      limit = freeLength;
     }
-    return lim;
+    return limit;
   };
-  const dpl = doc.length + prompt.length;
-  const free_len = MAX_PROMPT_LENGTH - decr;
-  let size = 0;
-  if (dpl < free_len) {
-    size = doc.length;
+
+  // Calcola la lunghezza totale del documento e del prompt
+  const totalLength = document.length + prompt.length;
+  // Calcola la lunghezza massima disponibile dopo il decremento
+  const availableLength = MAX_PROMPT_LENGTH - decrement;
+  let partSize = 0;
+  // Se la lunghezza totale è minore della lunghezza disponibile, usa la lunghezza del documento
+  if (totalLength < availableLength) {
+    partSize = document.length;
   } else {
-    size = limitWIthPoint(doc, free_len);
+    // Altrimenti, trova un punto nel documento per limitare la lunghezza
+    partSize = findLimitWithPoint(document, availableLength);
   }
-  return size;
+  return partSize;
 };
 
 const getPartDoc = (pRgt, partSize) => {
@@ -101,6 +211,7 @@ const Rag = {
   init() {
     this.readRespsFromDb();
     this.readFromDb();
+    calcTokens.init();
   },
   returnOk() {
     const ok = this.ragContext.length > 10;
@@ -128,14 +239,18 @@ const Rag = {
   readRespsFromDb() {
     this.answers = UaDb.readArray(ID_RESPONSES);
   },
-  // addPrompt(p) {
-  //   this.prompts.push(p);
-  // },
+
+  // AAA visualizzazione prompts
+  addPrompt(p) {
+    // this.prompts.push(p);
+  },
+
   // documenti => risposte RAG => context
   async requestDocsRAG(query) {
     DataMgr.deleteJsonDati();
     DataMgr.readDbDocNames();
     DataMgr.readDbDocs();
+    this.docContextLst = [];
     this.ragQuery = query;
     this.saveToDb();
     let ndoc = 0;
@@ -156,39 +271,46 @@ const Rag = {
         let rgt = "";
         let answer = "";
         let docAnswersLst = [];
-
         while (true) {
-          let partSize = getPartSize(doc, promptDoc("", query, ""), decr);
-          if (partSize < 10) {
-            break;
-          }
+          const partSize = getPartSize(doc, promptDoc("", query, ""), decr);
+          if (partSize < 10) break;
           [lft, rgt] = getPartDoc(doc, partSize);
           ragLog(`${j}) ${ndoc},${npart}`, lft.length, rgt.length, this.answers);
           prompt = promptDoc(lft, query, docName);
+          this.addPrompt(prompt);
           const payload = getPayloadDoc(prompt);
-          // const t0 = performance.now();
-          try {
-            answer = await HfRequest.post(payload, TIMEOUT);
-            if (!answer) return "";
-          } catch (err) {
-            console.error(`RR1)\n`, err);
-            const ei = getErrorInfo(err);
-            if (ei.errorType === ERROR_TOKENS) {
-              UaLog.log(`Error tokens Doc  ${prompt.length}`);
-              decr += PROMPT_DECR;
-              continue;
-            } else if (ei.errorType === TIMEOUT_ERROR) {
-              UaLog.log(`Error timeout Doc`);
+          const rr = await getResponse(payload, 90);
+          if (!rr) {
+            return "";
+          }
+          const err = rr.error;
+          if (!rr.ok) {
+            console.error(`ERR1\n`, err);
+            const code = err.code;
+            if (code == 400) {
+              if (isTooLarge(err)) {
+                UaLog.log(`Error tokens Doc ${prompt.length}`);
+                decr += PROMPT_DECR;
+                continue;
+              } else throw err;
+            } else if (code == 408) {
+              UaLog.log(`Error timeout Context`);
               continue;
-            } else {
-              UaLog.log(`Error ${err}`);
-              answer = `ERROR \n${err}\n`;
-              // throw err;
-            }
-          } //end catch
-          // const t1 = performance.now();
-          // const dt = Math.round((t1 - t0) / 1000);
-          // UaLog.log(`t:  ${dt}`);
+            } else throw err;
+          }
+          answer = rr.data;
+          if (!answer) return "";
+          let itks = calcTokens.get_sum_input_tokens();
+          let gtks = calcTokens.get_sum_generate_tokens();
+          console.log(`Sum Tokens: ${itks} ${gtks}`);
+
+          const rsp = rr.response;
+          responseDetails.set(rsp);
+          itks = responseDetails.get_total_tokens();
+          gtks = responseDetails.get_completion_tokens();
+          console.log(`Response Tokens: ${itks} ${gtks}`);
+          calcTokens.add(rsp);
+
           npart++;
           j++;
           doc = rgt;
@@ -197,33 +319,37 @@ const Rag = {
           const s = `DOCUMENTO : ${docName}_${npart}\n${answer}`;
           this.answers.push(s);
         } // end while
-        //TODO implemntare build context
+        // doc answer list => cContext
         const docAnswersLen = docAnswersLst.length;
         let docAnswresTxt = docAnswersLst.join("\n\n");
-        let docContext = "";
 
+        let docContext = "";
         while (true) {
           prompt = promptBuildContext(docAnswresTxt, this.ragQuery);
           const payload = getPayloadBuildContext(prompt);
-          try {
-            docContext = await HfRequest.post(payload, TIMEOUT);
-            if (!docContext) return "";
-          } catch (err) {
-            console.error(`RR2)`, err);
-            const ei = getErrorInfo(err);
-            if (ei.errorType === ERROR_TOKENS) {
-              UaLog.log(`Error tokens build Context ${prompt.length}`);
-              docAnswresTxt = truncInput(docAnswresTxt, PROMPT_DECR);
-              docAnswresTxt = setMaxLen(docAnswresTxt);
-              continue;
-            } else if (ei.errorType === TIMEOUT_ERROR) {
-              UaLog.log(`Error timeout build Context`);
-              // wait(5);
+          const rr = await getResponse(payload, 90);
+          if (!rr) {
+            return "";
+          }
+          const err = rr.error;
+          if (!rr.ok) {
+            console.error(`ERR2\n`, err);
+            const code = err.code;
+            if (code == 400) {
+              if (isTooLarge(err)) {
+                UaLog.log(`Error tokens build Context ${prompt.length}`);
+                docAnswresTxt = truncateInput(docAnswresTxt, PROMPT_DECR);
+                continue;
+              } else throw err;
+            } else if (code == 408) {
+              UaLog.log(`Error timeout Context`);
               continue;
-            } else {
-              throw err;
-            }
+            } else throw err;
           }
+          docContext = rr.data;
+          if (!docContext) return "";
+          const rsp = rr.response;
+          calcTokens.add(rsp);
           break;
         } //end while
         UaLog.log(`context  ${docAnswersLen} => ${docContext.length}`);
@@ -231,13 +357,14 @@ const Rag = {
         this.docContextLst.push(docContext);
       } // end for document
     } catch (err) {
-      console.error(err);
+      console.error("ERR3\n", err);
       throw err;
     }
+    // console.log("tagContext_0\n", this.ragContext);
     this.ragContext = this.docContextLst.join("\n\n");
+    // console.log("tagContext_1\n", this.ragContext);
     this.saveToDb();
-
-    // query finale utilizza context
+    // queryWithContext finale che utilizza context e genera la prima risposta
     {
       let answer = "";
       let context = this.ragContext;
@@ -245,25 +372,29 @@ const Rag = {
         while (true) {
           let prompt = promptWithContext(context, query);
           const payload = getPayloadWithContext(prompt);
-          try {
-            answer = await HfRequest.post(payload, TIMEOUT);
-            if (!answer) return "";
-          } catch (err) {
-            console.error(`RR3)`, err);
-            const ei = getErrorInfo(err);
-            if (ei.errorType === ERROR_TOKENS) {
-              UaLog.log(`Error tokens with Context ${prompt.length}`);
-              context = truncInput(context, PROMPT_DECR);
-              context = setMaxLen(context);
-              continue;
-            } else if (ei.errorType === TIMEOUT_ERROR) {
-              UaLog.log(`Error timeout with  Context`);
-              // wait(5);
+          const rr = await getResponse(payload, 90);
+          if (!rr) {
+            return "";
+          }
+          const err = rr.error;
+          if (!rr.ok) {
+            console.error(`ERR4\n`, err);
+            const code = err.code;
+            if (code == 400) {
+              if (isTooLarge(err)) {
+                UaLog.log(`Error tokens with Context ${prompt.length}`);
+                context = truncateInput(context, PROMPT_DECR);
+                continue;
+              } else throw err;
+            } else if (code == 408) {
+              UaLog.log(`Error timeout Context`);
               continue;
-            } else {
-              throw err;
-            }
+            } else throw err;
           }
+          answer = rr.data;
+          if (!answer) return "";
+          const rsp = rr.response;
+          calcTokens.add(rsp);
           break;
         }
         answer = cleanResponse(answer);
@@ -271,25 +402,25 @@ const Rag = {
         this.saveRespToDb();
         ThreadMgr.init();
         this.saveToDb();
-        UaLog.log(`Risposta  (${this.ragAnswer.length})`);
+        UaLog.log(`Risposta: (${this.ragAnswer.length})`);
+
+        //log del totale tokens
+        const itks = calcTokens.get_sum_input_tokens();
+        const gtks = calcTokens.get_sum_generate_tokens();
+        UaLog.log(`Tokens: ${itks} ${gtks}`);
+        return answer;
       } catch (err) {
-        console.error(err);
-        answer = `${err}`;
+        console.error("ERR5\n", err);
         throw err;
-      } finally {
-        return answer;
       }
     } // end query
   },
-
-  // thread
+  //richiesta iniziale della conversazione
   async requestContext(query) {
-    let text = "";
+    let answer = "";
     if (!this.ragContext) {
-      const ok = await confirm("Contesto vuoto. Vuoi continuare?");
-      if (!ok) return "";
-      // HACK gestisce il pulsante verde che ha accettao il contetso vuoto
-      this.ragContext = "Sei un assitente AI dispoibile a soddisfare tutte le mi richieste";
+      // gestisce il pulsante verde che ha accettao il contetso vuoto
+      this.ragContext = "Sei un assistente AI dispoibile a soddisfare tutte le mi richieste";
     }
     if (ThreadMgr.isFirst()) {
       ThreadMgr.init();
@@ -300,36 +431,46 @@ const Rag = {
         while (true) {
           prompt = promptThread(context, thread, query);
           const payload = getPayloadThread(prompt);
-          try {
-            text = await HfRequest.post(payload, TIMEOUT);
-            if (!text) return "";
-          } catch (err) {
-            console.error(`RR4)`, err);
-            const ei = getErrorInfo(err);
-            if (ei.errorType === ERROR_TOKENS) {
-              UaLog.log(`Error tokens Thread Init ${prompt.length}`);
-              thread = truncInput(thread, PROMPT_DECR);
-              context = setMaxLen(context);
-              continue;
-            } else if (ei.errorType === TIMEOUT_ERROR) {
-              UaLog.log(`Error timeout Thread Init`);
-              continue;
-            } else {
-              throw err;
-            }
-          } //end catch
+          const rr = await getResponse(payload, 90);
+          if (!rr) {
+            return "";
+          }
+          const err = rr.error;
+          if (!rr.ok) {
+            console.error(`ERR6\n`, err);
+            const code = err.code;
+            if (code == 400) {
+              if (isTooLarge(err)) {
+                UaLog.log(`Error tokens with Context ${prompt.length}`);
+                context = truncateInput(context, PROMPT_DECR);
+                continue;
+              } else throw err;
+            } else if (code == 408) continue;
+            else throw err;
+          }
+          answer = rr.data;
+          if (!answer) return "";
+          let itks = calcTokens.get_sum_input_tokens();
+          let gtks = calcTokens.get_sum_generate_tokens();
+          console.log(`Sum Tokens: ${itks} ${gtks}`);
+
+          const rsp = rr.response;
+          responseDetails.set(rsp);
+          itks = responseDetails.get_total_tokens();
+          gtks = responseDetails.get_completion_tokens();
+          console.log(`Response Tokens: ${itks} ${gtks}`);
+          calcTokens.add(rsp);
+
           break;
         }
-        text = cleanResponse(text);
-        ThreadMgr.add(query, text);
-        text = ThreadMgr.getThread();
+        answer = cleanResponse(answer);
+        ThreadMgr.add(query, answer);
+        answer = ThreadMgr.getThread();
         UaLog.log(`Inizio Conversazione (${prompt.length})`);
+        return answer;
       } catch (err) {
-        console.error(err);
-        text = `${err}`;
+        console.error("ERR7\n", err);
         throw err;
-      } finally {
-        return text;
       }
     } else {
       try {
@@ -339,42 +480,53 @@ const Rag = {
         while (true) {
           prompt = promptThread(context, thread, query);
           const payload = getPayloadThread(prompt);
-          try {
-            text = await HfRequest.post(payload, TIMEOUT);
-            if (!text) return "";
-          } catch (err) {
-            console.error(`RR5)`, err);
-            const ei = getErrorInfo(err);
-            if (ei.errorType === ERROR_TOKENS) {
-              UaLog.log(`Error tokens Thread  ${prompt.length}`);
-              thread = truncInput(thread, PROMPT_DECR);
-              continue;
-            } else if (ei.errorType === TIMEOUT_ERROR) {
-              UaLog.log(`Error timeout Thread`);
+          const rr = await getResponse(payload, 90);
+          if (!rr) {
+            return "";
+          }
+          const err = rr.error;
+          if (!rr.ok) {
+            console.error(`ERR8\n`, err);
+            const code = err.code;
+            if (code == 400) {
+              if (isTooLarge(err)) {
+                UaLog.log(`Error tokens with Context ${prompt.length}`);
+                context = truncateInput(context, PROMPT_DECR);
+                continue;
+              } else throw err;
+            } else if (code == 408) {
+              UaLog.log(`Error timeout Context`);
               continue;
-            } else {
-              throw err;
-            }
+            } else throw err;
           }
+          answer = rr.data;
+          if (!answer) return "";
+          const rsp = rr.response;
+          let itks = calcTokens.get_sum_input_tokens();
+          let gtks = calcTokens.get_sum_generate_tokens();
+          console.log(`Sum Tokens: ${itks} ${gtks}`);
+          responseDetails.set(rsp);
+          itks = responseDetails.get_total_tokens();
+          gtks = responseDetails.get_completion_tokens();
+          console.log(`Response Tokens: ${itks} ${gtks}`);
+          calcTokens.add(rsp);
           break;
         }
-        text = cleanResponse(text);
-        ThreadMgr.add(query, text);
-        text = ThreadMgr.getThread();
+        answer = cleanResponse(answer);
+        ThreadMgr.add(query, answer);
+        answer = ThreadMgr.getThread();
         UaLog.log(`Conversazione  (${prompt.length})`);
+        return answer;
       } catch (err) {
-        console.error(err);
-        text = `${err}`;
+        console.error("ERR9\n", err);
         throw err;
-      } finally {
-        return text;
       }
     }
   },
 };
 
-const LLM = "## Assistant:";
-const USER = "## User:";
+const LLM = "# Assistant:";
+const USER = "# User:";
 
 const ThreadMgr = {
   rows: [],
@@ -396,6 +548,7 @@ const ThreadMgr = {
     for (const ua of this.rows) {
       const u = ua[0];
       const a = ua[1];
+      if (!u) continue;
       rows.push(`${USER}\n${u}\n${LLM}\n${a}\n`);
     }
     return rows.join("\n\n");

static/javascript/rag_payload.js

@@ -0,0 +1,68 @@
+/** @format */
+
+function getPayloadDoc(prompt) {
+  return {
+    model: "",
+    temperature: 0.3,
+    //top_p": 1,
+    max_tokens: 1024,
+    stream: false,
+    //stop: "</s>",
+    random_seed: 42,
+    messages: [{ role: "user", content: prompt }],
+    //AAA response_format: {
+    //   type: "text",
+    // },
+    // tools: [
+    //     {
+    //     type: "function",
+    //     function: {
+    //         name: "string",
+    //         description: "",
+    //         parameters: {}
+    //     }
+    //     }
+    // ],
+    // tool_choice: "auto",
+    // presence_penalty: 0,
+    // frequency_penalty: 0,
+    // n: 1,
+    safe_prompt: false,
+  };
+}
+
+function getPayloadBuildContext(prompt) {
+  return {
+    model: "",
+    messages: [{ role: "user", content: prompt }],
+    temperature: 0.3,
+    max_tokens: 2000,
+    stream: false,
+    safe_prompt: false,
+    random_seed: 42,
+  };
+}
+
+function getPayloadWithContext(prompt) {
+  return {
+    model: "",
+    messages: [{ role: "user", content: prompt }],
+    temperature: 0.3,
+    max_tokens: 2000,
+    stream: false,
+    safe_prompt: false,
+    random_seed: 42,
+  };
+}
+
+function getPayloadThread(prompt) {
+  return {
+    model: "",
+    messages: [{ role: "user", content: prompt }],
+    temperature: 0.7,
+    max_tokens: 2000,
+    stream: false,
+    safe_prompt: false,
+    random_seed: 42,
+  };
+}

static/javascript/rag_prompts.js

@@ -1,283 +1,308 @@
 /** @format */
-
-"use strict";
-
-function promptDoc(testo, domanda, docName) {
+// function promptDoc(documento, domanda) {
+//   const prompt = `
+// ### RUOLO ###
+// Sei un assistente AI specializzato nell'analisi documentale e nell'estrazione mirata di informazioni. Operi esclusivamente in italiano.
+
+// ### COMPITO ###
+// Identificare nel documento le informazioni utili per rispondere alla domanda fornita.
+
+// ### ISTRUZIONI ###
+// 1. Analizza il documento fornito in modo sequenziale.
+// 2. Interpreta la domanda in relazione al contenuto del documento.
+// 3. Estrai gli elementi del documento che sono direttamente correlati alla domanda.
+// 4. Includi dettagli specifici (dati, citazioni, eventi, personaggi, luoghi, ecc.) se correlati alla domanda.
+// 5. Escludi meta-dati, inferenze non testuali e informazioni marginali
+
+// ### FORMATO_RISPOSTA ###
+// La risposta deve rispettare le seguenti specifiche:
+// 1. Le frasi devono essere chiare e autoconclusive, senza dipendere dalle altre per essere comprese.
+// 2. Struttura a blocchi di testo separati da una riga vuota.
+// 3. Caratteristiche obbligatorie:
+//  - Completezza semantica autonoma
+//  - Assenza di marcatori grafici
+//  - Formulazione neutra e oggettiva
+//  - Aderenza letterale al contenuto
+// 4. Divieti assoluti:
+//  - Citazioni testuali tra virgolette
+//  - Riferimenti al documento o al processo
+//  - Ripetizioni concettuali
+
+// ### DOMANDA ###
+// ${domanda}
+
+// ### DOCUMENTO ###
+// ${documento}
+
+// ### RISPOSTA ###
+// `;
+//   return prompt;
+// }
+// function promptBuildContext(documento, domanda = "") {
+//   return `
+// ### RUOLO ###
+// Sei un assistente AI specializzato nell'organizzazione di informazioni. Operi esclusivamente in italiano.
+
+// ### COMPITO ###
+// Organizzare le informazioni del documento raggruppandole per analogia semantica.
+
+// ### ISTRUZIONI ###
+// 1. Analizza il documento fornito in modo sequenziale.
+// 2. Raggruppa le informazioni per analogia semantica.
+// 3. Assicurati che tutte le informazioni siano incluse nella risposta.
+
+// ### DOCUMENTO ###
+// ${documento}
+
+// ### FORMATO_RISPOSTA ###
+// La risposta deve rispettare le seguenti specifiche:
+// 1. Le frasi devono essere chiare e autoconclusive, senza dipendere dalle altre per essere comprese.
+// 2. Struttura a blocchi di testo separati da una riga vuota.
+// 3. Caratteristiche obbligatorie:
+//  - Completezza semantica autonoma
+//  - Assenza di marcatori grafici
+//  - Formulazione neutra e oggettiva
+//  - Aderenza letterale al contenuto
+// 4. Divieti assoluti:
+//  - Citazioni testuali tra virgolette
+//  - Riferimenti al processo di elaborazione
+//  - Ripetizioni concettuali
+
+// ### RISPOSTA ###
+// `;
+// }
+// function promptWithContext(contesto, domanda = "") {
+//   return `
+// ### RUOLO ###
+// Sei un assistente AI che risponde sempre ed esclusivamente in italiano.
+
+// ### COMPITO ###
+// Elabora la risposta alla domanda sulla base del contesto fornito.
+
+// ### ISTRUZIONI ###
+// 1. Analizza attentamente il contesto e la domanda: "${domanda}".
+// 2. Estrai i concetti chiave e formula inferenze ragionevoli basate sulle informazioni disponibili.
+// 3. Inizia la risposta con una breve introduzione che presenta l'argomento e il contesto.
+// 4. Procedi con un'analisi dettagliata delle informazioni rilevanti trovate nel contesto.
+// 5. Concludi con una sintesi che riassume i punti chiave e fornisce una conclusione generale.
+// 6. Assicurati che la risposta sia completa e risponda direttamente alla domanda posta.
+
+// ### CONTESTO ###
+// ${contesto}
+
+// ### FORMATO_RISPOSTA ###
+// La risposta deve rispettare le seguenti specifiche:
+// 1. Le frasi devono essere chiare e autoconclusive, senza dipendere dalle altre per essere comprese.
+// 2. Struttura a blocchi di testo separati da una riga vuota.
+// 3. Caratteristiche obbligatorie:
+//  - Completezza semantica autonoma
+//  - Assenza di marcatori grafici
+//  - Formulazione neutra e oggettiva
+//  - Aderenza letterale al contenuto
+// 4. Divieti assoluti:
+//  - Citazioni testuali tra virgolette
+//  - Riferimenti al processo di elaborazione
+//  - Ripetizioni concettuali
+
+// ### RISPOSTA ###
+// `;
+// }
+// function promptThread(contesto, conversazione, richiesta) {
+//   return `
+// ### RUOLO ###
+// Sei un assistente AI progettato per gestire conversazioni dinamiche e adattarti a varie richieste. Operi esclusivamente in italiano.
+
+// ### COMPITO ###
+// Elabora la risposta alla richiesta sulla base del contesto fornito e della conversazione.
+
+// ### ISTRUZIONI ###
+// 1. Analizza attentamente il contesto, la conversazione precedente e la richiesta.
+// 2. Interpreta l'intento dell'utente senza limitarti a categorie predefinite.
+// 3. Adatta la tua risposta in base all'intento percepito, sia esso una domanda, una richiesta di azione, un'istruzione specifica o altro.
+// 4. Mantieni una stretta coerenza con il contesto della conversazione.
+// 5. Basa la tua risposta sulle informazioni fornite nel contesto e nella conversazione.
+// 6. Evita divagazioni o argomentazioni non direttamente pertinenti alla richiesta o al contesto.
+// 7. Se l'intento non è chiaro, chiedi gentilmente chiarimenti invece di fare supposizioni.
+// 8. Sii flessibile: se la richiesta implica un'azione specifica, adattati di conseguenza.
+// 9. Se è necessario integrare con conoscenze generali, specifica chiaramente quando lo stai facendo.
+
+// ### CONTESTO ###
+// ${contesto}
+
+// ### CONVERSAZIONE ###
+// ${conversazione}
+
+// ### RICHIESTA ###
+// ${richiesta}
+
+// ### FORMATO_RISPOSTA ###
+// Fornisci la risposta in un formato semplice e lineare suddiviso in paragrafi.
+
+// ### RISPOSTA ###
+// `;
+// }
+
+///////////////////
+function promptDoc(testo, domanda) {
   return `
-SYSTEM: Sei un assistente AI specializzato nell'analisi documentale e nell'estrazione mirata di informazioni. Rispondi esclusivamente in italiano.
-
-TASK: Analizza il testo estratto dal documento "${docName}" e identifica gli elementi rilevanti per rispondere alla domanda: "${domanda}".
-
-INSTRUCTIONS:
-1. Analizza attentamente il testo fornito compreso fra i marker <<<INIZIO_TESTO>>> e <<<FINE_TESTO>>> .
-2. Identifica gli elementi utili per rispondere alla domanda:"${domanda}".
-3. Per ogni elemento individuato, fornisci un titolo ed una descrizione sintetica ma completa.
-4. Riporta dettagli specifici (dati, citazioni, eventi, personaggi, luoghi, ..) se corelati alla domanda.
-5. Se non ci sono informazioni rilevanti, rispondi con "NESSUNA INFORMAZIONE RILEVANTE".
-6. Assicurati di generare la risposta esattamente secondo il formato di output specificato.
-
-DOMANDA: ${domanda}
-
-TESTO DA ANALIZZARE:
-<<<INIZIO_TESTO>>>
+# SISTEMA
+Estrattore semantico di informazioni ottimizzato per elaborazione da LLM.
+
+# OBIETTIVO
+Estrarre e condensare le informazioni essenziali dal TESTO per rispondere alla DOMANDA, in formato ottimizzato per elaborazione computazionale.
+
+# ISTRUZIONI
+1. Analizza il testo e seleziona SOLO le informazioni direttamente rilevanti per la domanda.
+2. Elimina contenuti irrilevanti o ridondanti.
+3. Mantieni relazioni logiche essenziali (causali, temporali, concettuali).
+4. Preserva terminologia specialistica necessaria.
+5. Produci proposizioni atomiche semanticamente complete.
+6. Usa sintassi minimale (soggetto-verbo-complemento).
+7. Elimina elementi discorsivi, connettivi e contestualizzazioni non essenziali.
+8. Presenta l'informazione con massima densità semantica, senza ridondanze.
+
+# FORMATO
+- Struttura flat senza gerarchie
+- Non numerare le proposizioni.
+- Non usare introduzioni o conclusioni.
+- Non includere spiegazioni meta-testuali.
+- Non inserire frasi di collegamento tra le proposizioni.
+
+# TESTO
 ${testo}
-<<<FINE_TESTO>>>
 
-OUTPUT_FORMAT: Genera una risposta strutturata come un elenco nel quale ogni elemento è costituito da un breve titolo e da una descrizione concisa ma completa.
+# DOMANDA
+${domanda}
 
-RESPONSE:
+# RISPOSTA
 `;
 }
 
-
-function promptBuildContext(informazioni, domanda = "") {
+// function xpromptBuildContext(testo, domanda) {
+//   return `
+// # SISTEMA
+// Estrattore e compattatore semantico per contesto LLM.
+
+// # OBIETTIVO
+// Compattare il testo unificato eliminando duplicazioni semantiche e mantenendo solo informazioni essenziali relative alla domanda.
+
+// # ISTRUZIONI
+// 1. Identifica e unifica concetti semanticamente equivalenti presenti in diverse parti del testo.
+// 2. Elimina ripetizioni informative mantenendo solo la formulazione più completa o precisa.
+// 3. Seleziona SOLO informazioni rilevanti per rispondere alla domanda.
+// 4. Mantieni relazioni logiche essenziali (causali, temporali, concettuali).
+// 5. Preserva terminologia tecnica necessaria.
+// 6. Produci proposizioni atomiche con struttura minimale.
+// 7. Rimuovi informazioni ridondanti anche se espresse con parole diverse.
+// 8. Massimizza la densità informativa per uso efficiente come contesto.
+
+// # FORMATO
+// - Non numerare le proposizioni.
+// - Non usare introduzioni o conclusioni.
+// - Non includere spiegazioni meta-testuali.
+// - Non inserire frasi di collegamento tra le proposizioni.
+
+// # TESTO
+// ${testo}
+
+// # DOMANDA
+// ${domanda}
+
+// # RISPOSTA
+// `;
+// }
+
+function promptBuildContext(testo, domanda = "") {
   return `
-SYSTEM: Sei un assistente AI esperto nella sintesi e nell'organizzazione mirata di informazioni. Rispondi sempre ed esclusivamente in italiano.
-
-TASK: Organizza e sintetizza le informazioni estratte da frammenti di testo di un documento, creando un contesto utile per rispondere alla domanda: "${domanda}".
-
-INSTRUCTIONS:
-1. Analizza tutte le informazioni fornite.
-2. Seleziona e raggruppa le informazioni simili.
-3. Per ogni informazioni, genera una descrizione concisa.
-4. Elenca i punti chiave essenziali per comprendere il contesto.
-5. Riporta elementi specifici (dati, citazioni, eventi, luoghi, personaggi, ..) se utili.
-6. Elabora inferenze logiche basate sulle informazioni, se rilevanti per il contesto.
-7. Genera una sintesi finale.
-8. Assicurati di strutturare la tua risposta esattamente secondo il formato di output specificato.
-
-INFORMAZIONI:
-<<<INIZIO_INFORMAZIONI>>>
-${informazioni}
-<<<FINE_INFORMAZIONI>>>
-
-OUTPUT_FORMAT: Genera una risposta strutturata come un elenco nel quale ogni elemento è costituito da un breve titolo e da una descrizione concisa ma completa, alla fine dell'elenco aggiungi una sintesi globale ed eventuali inferenze logiche e collegamenti fra le varie informazioni.
+# SISTEMA
+Estrattore e compattatore semantico per contesto LLM.
+
+# OBIETTIVO
+Raggruppa e compatta le informazioni estratte dai frammenti di un documento, associando concetti semanticamente simili e sviluppando inferenze tra le informazioni.
+
+# ISTRUZIONI
+1. Identificazione dei Concetti: Identifica e unifica i concetti che hanno lo stesso significato semantico, anche se espressi in modi diversi.
+2. Eliminazione delle Ripetizioni: Elimina le ripetizioni informative mantenendo solo la formulazione più completa o precisa.
+3. Preservazione delle Relazioni Logiche: Mantieni le relazioni logiche essenziali (causali, temporali, concettuali) tra le informazioni.
+4. Terminologia Tecnica: Preserva la terminologia tecnica necessaria per mantenere la precisione delle informazioni.
+5. Sintassi Semplificata: Usa una sintassi minimale (soggetto-verbo-complemento) per chiarezza e concisione.
+6. Eliminazione degli Elementi Discorsivi: Rimuovi elementi discorsivi, connettivi e contestualizzazioni non essenziali.
+7. Densità Semantica: Presenta l'informazione con la massima densità semantica, evitando ridondanze.
+8. Rielaborazione degli Insegnamenti: Rielabora le informazioni per garantire che siano coese e che sviluppino inferenze tra parti diverse del documento.
+
+# FORMATO_OUTPUT
+- Struttura flat senza gerarchie.
+- NON numerare le proposizioni.
+- NON usare introduzioni o conclusioni.
+- NON includere spiegazioni meta-testuali.
+- NON inserire frasi di collegamento tra le proposizioni.
+
+# TESTO
+${testo}
 
-RESPONSE:
+# RISPOSTA
 `;
 }
 
 function promptWithContext(contesto, domanda) {
   return `
-SYSTEM: Sei un sistema AI specializzato nell'analisi di informazioni estratte da documenti.
+# RUOLO
+Sei un assistente AI che risponde sempre ed esclusivamente in italiano.
 
-TASK: Elabora la risposta alla domanda "${domanda}" sulla base del contesto fornito.
+# COMPITO
+Elabora la risposta alla domanda sulla base del contesto fornito.
 
-INSTRUCTIONS:
-1. Analizza attentamente il contesto fornito, identificando le informazioni pertinenti alla domanda: "${domanda}".
+# ISTRUZIONI
+1. Analizza attentamente il CONTESTO e la DOMANDA.
 2. Estrai i concetti chiave e formula inferenze ragionevoli basate sulle informazioni disponibili.
 3. Inizia la risposta con una breve introduzione che presenta l'argomento e il contesto.
 4. Procedi con un'analisi dettagliata delle informazioni rilevanti trovate nel contesto.
-5. Concludi con una sintesi che riassume i punti chiave e fornisce una conclusione generale.
-6. Se richiesto, cita le fonti facendo riferimento al "documento fornito" per il contesto dato, distinguendolo chiaramente da eventuali altre fonti citate all'interno del contesto stesso.
-7. Mantieni uno stile di scrittura fluido durante tutta la risposta.
-8. Assicurati che la risposta sia completa e risponda direttamente alla domanda posta.
+5. Assicurati che la risposta sia completa e risponda direttamente alla domanda posta.
 
-CONTESTO:
-<<<INIZIO_CONTESTO>>>
+# CONTESTO
 ${contesto}
-<<<FINE_CONTESTO>>>
 
-DOMANDA: ${domanda}
+# DOMANDA
+${domanda}
 
-OUTPUT_FORMAT: Fornisci la risposta in testo semplice e lineare suddiviso in paragrafi.
+# FORMATO_RISPOSTA
+Fornisci la risposta in un formato semplice e lineare suddiviso in paragrafi.
 
-RESPONSE:
+# RISPOSTA
 `;
 }
 
 function promptThread(contesto, conversazione, richiesta) {
   return `
-SYSTEM: Sei un assistente AI versatile progettato per gestire conversazioni dinamiche e adattarti a varie richieste. Rispondi sempre in italiano.
+# RUOLO
+Sei un assistente AI progettato per gestire conversazioni dinamiche e adattarti a varie richieste. Operi esclusivamente in italiano.
 
-TASK: Elabora la risposta alla richiesta "${richiesta}" sulla base del contesto fornito e della conversazione.
+# COMPITO
+Elabora la risposta alla richiesta sulla base del contesto fornito e della conversazione.
 
-INSTRUCTIONS:
-1. Analizza attentamente il contesto, la conversazione precedente e la richiesta: "${richiesta}".
+# ISTRUZIONI
+1. Analizza attentamente il contesto, la conversazione precedente e la richiesta.
 2. Interpreta l'intento dell'utente senza limitarti a categorie predefinite.
 3. Adatta la tua risposta in base all'intento percepito, sia esso una domanda, una richiesta di azione, un'istruzione specifica o altro.
 4. Mantieni una stretta coerenza con il contesto della conversazione.
 5. Basa la tua risposta sulle informazioni fornite nel contesto e nella conversazione.
 6. Evita divagazioni o argomentazioni non direttamente pertinenti alla richiesta o al contesto.
-7. Fai riferimento a informazioni precedenti quando sono pertinenti, citando specificamente la fonte.
-8. Se l'intento non è chiaro, chiedi gentilmente chiarimenti invece di fare supposizioni.
-9. Sii flessibile: se la richiesta implica un'azione specifica, adattati di conseguenza.
-10. Se è necessario integrare con conoscenze generali, specifica chiaramente quando lo stai facendo.
+7. Se l'intento non è chiaro, chiedi gentilmente chiarimenti invece di fare supposizioni.
+8. Sii flessibile: se la richiesta implica un'azione specifica, adattati di conseguenza.
+9. Se è necessario integrare con conoscenze generali, specifica chiaramente quando lo stai facendo.
 
-CONTESTO:
-<<<BEGIN_CONTESTO>>>
+# CONTESTO
 ${contesto}
-<<<END_CONTESTO>>>
 
-<<<INIZIO_CONVERSAZIONE>>>
+# CONVERSAZIONE
 ${conversazione}
-<<<FINE_CONVERSAZIONE>>>
 
-RICHIESTA: ${richiesta}
+# RICHIESTA
+${richiesta}
 
-OUTPUT_FORMAT: Fornisci la risposta in testo semplice e lineare suddiviso in paragrafi.
+# FORMATO_RISPOSTA
+Fornisci la risposta in un formato semplice e lineare suddiviso in paragrafi.
 
-RESPONSE:
+# RISPOSTA
 `;
 }
-
-/*
-1. max_new_tokens: 512
-   Questo è un valore ragionevole per risposte di lunghezza media. 
-   Potrebbe essere aumentato a 1024 o più se si desiderano risposte più lunghe e dettagliate.
-
-2. temperature: 0.7
-   Questo valore offre un buon equilibrio tra creatività e coerenza. 
-   Va bene per la maggior parte degli usi.
-
-3. top_k: 50
-   Un valore standard che limita la selezione alle 50 parole più probabili.
-   È appropriato per la maggior parte delle applicazioni.
-
-4. top_p: 0.85
-   Questo valore di nucleus sampling è buono per mantenere un buon equilibrio
-    tra diversità e coerenza.
-
-5. do_sample: true
-   Corretto per generare testo più vario.
-
-6. no_repeat_ngram_size: 3
-   Aiuta a evitare ripetizioni a breve termine. 
-   Potrebbe essere aumentato a 4 o 5 per evitare ripetizioni più lunghe.
-
-7. num_beams: 5
-   Un buon valore per la beam search.
-    Aumentarlo potrebbe migliorare la qualità ma aumenterebbe anche il 
-    tempo di elaborazione.
-
-8. repetition_penalty: 1.2
-   Un valore moderato per penalizzare le ripetizioni.
-    Potrebbe essere aumentato leggermente (es. 1.3 o 1.4) se si notano 
-    ancora troppe ripetizioni.
-
-9. return_full_text: false
-   Corretto se si vuole solo il nuovo testo generato.
-
-10. max_time: 60.0
-    Un minuto è un tempo ragionevole. Potrebbe essere aumentato 
-    se si stanno generando risposte molto lunghe o complesse.
-
-11. seed: 42
-    Un valore fisso per la riproducibilità. 
-    Va bene se si desidera coerenza tra le esecuzioni.
-
-Suggerimenti per l'ottimizzazione:
-1. Considera di aumentare max_new_tokens a 1024 o più se hai bisogno di risposte più lunghe.
-2. Potresti aumentare leggermente no_repeat_ngram_size a 4 per ridurre ulteriormente le ripetizioni.
-3. Se desideri risposte più precise e meno creative, potresti ridurre temperature a 0.6 e top_p a 0.8.
-4. Per risposte più diverse, potresti aumentare temperature a 0.8 e top_p a 0.9.
-5. Se noti ancora troppe ripetizioni, considera di aumentare repetition_penalty a 1.3 o 1.4.
-*/
-
-function getPayloadDoc(prompt) {
-  const payload = {
-    inputs: prompt,
-    parameters: {
-      task: "text2text-generation",
-      max_new_tokens: 2000,
-      num_return_sequences: 1,
-      temperature: 0.4,
-      top_p: 0.85,
-      top_k: 30,
-      do_sample: false,
-      no_repeat_ngram_size: 3,
-      num_beams: 4,
-      repetition_penalty: 1.2,
-      return_full_text: false,
-      details: false,
-      max_time: 90.0,
-      seed: 42,
-    },
-    options: {
-      use_cache: false,
-      wait_for_model: true,
-    },
-  };
-  return payload;
-}
-
-function getPayloadBuildContext(prompt) {
-  const payload = {
-    inputs: prompt,
-    parameters: {
-      task: "text2text-generation",
-      max_new_tokens: 6000,
-      num_return_sequences: 1,
-      temperature: 0.7,
-      top_p: 0.85,
-      top_k: 30,
-      do_sample: false,
-      no_repeat_ngram_size: 4,
-      num_beams: 6,
-      repetition_penalty: 1.2,
-      return_full_text: false,
-      details: false,
-      max_time: 180.0,
-      seed: 42,
-    },
-    options: {
-      use_cache: false,
-      wait_for_model: true,
-    },
-  };
-  return payload;
-}
-
-function getPayloadWithContext(prompt) {
-  const payload = {
-    inputs: prompt,
-    parameters: {
-      task: "text2text-generation",
-      max_new_tokens: 4000,
-      num_return_sequences: 1,
-      temperature: 0.7,
-      top_p: 0.85,
-      top_k: 30,
-      do_sample: false,
-      no_repeat_ngram_size: 4,
-      num_beams: 5,
-      repetition_penalty: 1.4,
-      return_full_text: false,
-      details: false,
-      max_time: 120.0,
-      seed: 42,
-    },
-    options: {
-      use_cache: false,
-      wait_for_model: true,
-    },
-  };
-  return payload;
-}
-
-function getPayloadThread(prompt) {
-  const payload = {
-    inputs: prompt,
-    parameters: {
-      task: "text2text-generation",
-      max_new_tokens: 6048,
-      num_return_sequences: 1,
-      temperature: 0.7,
-      top_p: 0.85,
-      top_k: 30,
-      do_sample: false,
-      no_repeat_ngram_size: 4,
-      num_beams: 5,
-      repetition_penalty: 1.4,
-      return_full_text: false,
-      details: false,
-      max_time: 120.0,
-      seed: 42,
-    },
-    options: {
-      use_cache: false,
-      wait_for_model: true,
-    },
-  };
-  return payload;
-}

static/javascript/rag_ui.js

@@ -17,6 +17,13 @@
  * You should have received a copy of the GNU General Public License
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
+
+const errorDumps = (err) => {
+  const s = JSON.stringify(err, null, 2);
+  if (s == "{}") return `${err}`;
+  return s;
+};
+
 const WndPre = (id) => {
   return {
     w: UaWindowAdm.create(id),
@@ -26,12 +33,12 @@ const WndPre = (id) => {
         return `
 <div class="window-text">
 <div class="btn-wrapper">
-<button class="btn-copy" title="Copia">
+<button class="btn-copy tt-left" data-tt="Copia">
 <svg class="copy-icon" viewBox="0 0 20 24">
   <path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1zm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2zm0 16H8V7h11v14z" />
 </svg>
 </button>
-<button class="btn-close" title="chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>
+<button class="btn-close tt-left" data-tt="chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>
 </div>
 <pre class="pre-text">${txt}</pre>
 </div>
@@ -73,12 +80,12 @@ const WndDiv = (id) => {
         return `
 <div class="window-text">
 <div class="btn-wrapper">
-<button class="btn-copy" title="Copia">
+<button class="btn-copy tt-left" data-tt="Copia">
 <svg class="copy-icon" viewBox="0 0 20 24">
 <path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1zm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2zm0 16H8V7h11v14z" />
 </svg>
 </button>
-<button class="btn-close" title="chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>
+<button class="btn-close tt-left" data-tt="Chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>
 </div>
 <div class="div-text">${txt}</div>
 </div>
@@ -132,6 +139,11 @@ const Menu = {
     const btn = document.querySelector("#id-menu-btn");
     btn.addEventListener("change", () => {
       document.querySelector("body").classList.toggle("menu-open", btn.checked);
+      //gestione tootip
+      const body = document.querySelector("body");
+      const icon = document.querySelector("#id-menu-btn");
+      if (body.classList.contains("menu-open")) icon.setAttribute("data-tt", "Close");
+      else icon.setAttribute("data-tt", "Open");
     });
     // getsioe log
     const log = document.getElementById("id_log");
@@ -145,6 +157,7 @@ const Menu = {
       if (!log.classList.contains("active")) return;
       log.classList.remove("active");
     };
+
     UaLog.callHide = hide;
     UaLog.callShow = show;
 
@@ -156,9 +169,8 @@ const Menu = {
     document.querySelector("body").classList.remove("menu-open", btn.checked);
     document.querySelector(".menu-btn").checked = false;
   },
-  async help() {
-    const text = await requestGet("./help0.html");
-    wnds.wdiv.show(text);
+  help() {
+    wnds.wdiv.show(help0_html);
   },
   upload() {
     RagUpload.open();
@@ -175,25 +187,12 @@ const Menu = {
 };
 
 const setOutText = (txt) => {
-  const p = document.querySelector("#id-text-out .pre-text");
-  p.textContent = txt;
+  txt = answerFormtter(txt);
+  const p = document.querySelector("#id-text-out .div-text");
+  p.innerHTML = txt;
   p.scrollTop = p.scrollHeight;
 };
 
-// const setOutText2 = async (txt) => {
-// const t = p.textContent;
-// if (t.trim().length < 2) {
-//   p.textContent = txt;
-//   p.scrollTop = p.scrollHeight;
-//   return;
-// }
-// for (let i = 0; i < txt.length; i++) {
-//   p.textContent += txt[i];
-//   p.scrollTop = p.scrollHeight;
-//   await new Promise((resolve) => setTimeout(resolve, 2));
-// }
-// };
-
 const TextInput = {
   wnd: null,
   init() {
@@ -267,8 +266,13 @@ const TextInput = {
       alert("Ricorda di scrivere la Query  ");
       return;
     }
+    if (DataMgr.readDbDocNames().length == 0) {
+      alert("Non vi sono documenti da elaborare.\n  Se vuoi iniziare una conversazione usa il pulsante verde o return  ");
+      return;
+    }
+
     if (!!Rag.ragContext) {
-      const ok = confirm("Vuoi iniziare una nuova elabrazione ?");
+      const ok = await confirm("Vuoi iniziare una nuova elabrazione ?");
       if (!ok) return "";
     }
     showSpinner();
@@ -276,15 +280,13 @@ const TextInput = {
     const msg = this.inp.value.trim();
     try {
       let text = await Rag.requestDocsRAG(msg);
-      text = cleanOut(text);
       setOutText(text);
       this.inp.value = "";
       UaLog.close();
     } catch (err) {
-      const msg = `send\n${err}`;
-      console.error(msg);
-      alert(msg);
-      setOutText(msg);
+      console.error("ERROR Send", err);
+      const s = errorDumps(err);
+      alert(s);
     }
     hideSpinner();
   },
@@ -298,7 +300,6 @@ const TextInput = {
     }
     showSpinner();
     if (ThreadMgr.isFirst()) {
-      setOutText("");
     }
     const query = this.inp.value.trim();
     try {
@@ -307,19 +308,17 @@ const TextInput = {
         hideSpinner();
         return;
       }
-      text = cleanOut(text);
       setOutText(text);
       this.inp.value = "";
     } catch (err) {
-      const msg = `send2\n${err}`;
-      console.error(msg);
-      alert(msg);
-      setOutText(msg);
+      console.error("Error send2", err);
+      const s = errorDumps(err);
+      alert(s);
     }
     hideSpinner();
   },
-  clear() {
-    const ok = confirm("Confermi cancellazione conversazione? ");
+  async clear() {
+    const ok = await confirm("Confermi cancellazione conversazione? ");
     if (!ok) return;
     this.inp.value = "";
     setOutText("");
@@ -337,17 +336,19 @@ TextOutput = {
     wndBtn.addEventListener("click", () => this.openWnd());
   },
   openWnd() {
-    const p = document.querySelector("#id-text-out .pre-text");
-    const s = p.textContent;
+    const p = document.querySelector("#id-text-out .div-text");
+    const s = textFormatter(p.textContent);
     wnds.wout.show(s);
   },
   async copy() {
-    const pre = document.querySelector("#id-text-out .pre-text");
-    const t = pre.textContent;
+    // const pre = document.querySelector("#id-text-out .pre-text");
+    const pre = document.querySelector("#id-text-out .div-text");
+    let t = pre.textContent;
     if (t.trim().length < 2) return;
     pre.classList.add("copied");
     this.copyBtn.classList.add("copied");
     try {
+      t = textFormatter(t);
       await navigator.clipboard.writeText(t);
     } catch (err) {
       console.error("Errore  ", err);
@@ -358,7 +359,7 @@ TextOutput = {
     }, 5000);
   },
   clear() {
-    const out = document.querySelector("#id-text-out .pre-text");
+    const out = document.querySelector("#id-text-out .div-text");
     out.textContent = "";
   },
 };

static/javascript/rag_upload.js

@@ -65,7 +65,7 @@ const RagUpload = {
       const msg = `<br><br> ${fileName}<br><br>caricato e salvato nella memoria locale`;
       result.innerHTML = msg;
     } catch (error) {
-      consoe.error("Error:", error);
+      console.error("Error:", error);
       alert("Errore durante l'estrazione del testo dal file.");
     } finally {
       hideSpinner();
@@ -139,7 +139,7 @@ const RagUpload = {
         msgs.push(msg);
       }
     } catch (error) {
-      consoe.error("Error:", error);
+      console.error("Error:", error);
       alert("Errore durante l'estrazione del testo dal file.");
     } finally {
       hideSpinner();

static/javascript/uadialog.js

@@ -0,0 +1,65 @@
+/** @format */
+
+const DialogManager = {
+  createDialog(type, message) {
+    const dialog = document.createElement("div");
+    const overlay = document.createElement("div");
+    // .confirm-dialog,
+    // .alert-dialog
+    dialog.className = `${type}-dialog`;
+    dialog.classList.add("inv");
+    overlay.className = "overlay";
+    dialog.innerHTML = `
+          <h4>${message}</h4>
+          <div class="buttons inv">
+            <button class="ok inv">OK</button>
+            ${type === "confirm" ? '<button class="cancel inv">Annulla</button>' : ""}
+          </div>
+        `;
+    [dialog, overlay].forEach((el) => {
+      el.classList.add("show");
+      document.body.appendChild(el);
+    });
+    return { dialog, overlay };
+  },
+
+  closeDialog(dialog, overlay) {
+    [dialog, overlay].forEach((el) => {
+      el.classList.remove("show");
+      setTimeout(() => el.remove(), 300);
+    });
+  },
+
+  showDialog(type, message) {
+    return new Promise((resolve) => {
+      const { dialog, overlay } = this.createDialog(type, message);
+      dialog.querySelector(".ok").onclick = () => {
+        this.closeDialog(dialog, overlay);
+        resolve(type === "confirm");
+      };
+      if (type === "confirm") {
+        dialog.querySelector(".cancel").onclick = () => {
+          this.closeDialog(dialog, overlay);
+          resolve(false);
+        };
+      }
+    });
+  },
+};
+
+// Salviamo i riferimenti alle funzioni native
+const nativeAlert = window.alert;
+const nativeConfirm = window.confirm;
+
+// Sovrascriviamo alert
+window.alert = function (message) {
+  if (message instanceof Error) {
+    message = message.message;
+  }
+  return DialogManager.showDialog("alert", message);
+};
+
+// Sovrascriviamo confirm
+window.confirm = function (message) {
+  return DialogManager.showDialog("confirm", message);
+};

static/javascript/ualog3.js

@@ -38,15 +38,18 @@ var UaLog = {
   new: function () {
     if (this.wind == null) {
       this.wind = UaWindowAdm.create("ualog_id");
-      this.wind.drag();
+      //aggiunge la class inv
+      // const e = this.wind.getElement();
+      // e.classList.add("inv");
+      // this.wind.drag();
     }
     const h = `
-           <button type="button" class="clear" onclick="javascript:UaLog.cls();">Clear</button>
-           <button type="button" class="close" onclick="javascript:UaLog.close();">Close</button>
+           <button type="button" class="clear " onclick="javascript:UaLog.cls();">Clear</button>
+           <button type="button" class="close " onclick="javascript:UaLog.close();">Close</button>
            <pre id="ualogmsg_" ></pre>`;
     this.wind.setHtml(h);
     // this.wind.addClassStyle("ualog");
-
+    this.wind.addClassStyle("inv");
     if (!!this.x) this.wind.vw_vh().setXY(this.x, this.y, -1);
     else this.wind.setCenter(-1);
     if (!!this.z) this.wind.setZ(this.z);

static/js/ragquery.min.js

@@ -0,0 +1,233 @@
+const VERS="0.2.01";var xlog=function(){};const stopRequest=async()=>{await confirm("Confermi Cancellazione Richeista ?")&&(cancelClientRequest(),hideSpinner())},showSpinner=()=>{const a=document.getElementById("spinner");a.classList.add("show-spinner");a.addEventListener("click",stopRequest)},hideSpinner=()=>{const a=document.getElementById("spinner");a.classList.remove("show-spinner");a.removeEventListener("click",stopRequest)};
+function openApp(){setTimeout(()=>{wnds.init();Menu.init();TextInput.init();TextOutput.init();Rag.init();document.querySelector(".menu-btn").checked=!1;release();showHistory();getTheme()},10)}function showHistory(){const a=ThreadMgr.getThread();setOutText(a)}function release(){document.querySelector(".release").innerHTML=VERS}const op0=function(a){wnds.wdiv.show(help1_html)};function showQuery(a){wnds.wpre.show(`\n${Rag.ragQuery}`)}
+function showRagResponse(a){wnds.wpre.show(`\n${Rag.ragAnswer}`)}function showThread(a){a=ThreadMgr.getThread();wnds.wpre.show(a)}function elencoRisposte(a){a=[...Rag.answers];0==a.length&&(a=UaDb.readArray(ID_RESPONSES));0!=a.length&&(a=a.map((b,c)=>`\n[${c+1}]\n ${b.trim()}`).join("\n"),wnds.wpre.show(a))}function showContesto(a){wnds.wpre.show(Rag.ragContext)}
+function elencoDati(a){var b=UaDb.getAllIds();a=[];for(var c of b)b=UaDb.read(c).length,a.push(`${c} (${b})`);c=a.join("\n ");wnds.wpre.show(c)}const showT=a=>{wnds.wpre.show(DataMgr.docs[a])};function elencoDocs(){DataMgr.readDbDocs();DataMgr.readDbDocNames();var a=DataMgr.doc_names,b=UaJtfh();let c=0;b.append("<ul>");for(const l of a){a=b;var d=a.append,e=l,f=c++;d.call(a,`
+      <li><a href="#" onclick="showT(${f});">${f+1}.${e}</a></li>
+  `)}b.append("</ul>");b=b.html();wnds.wdiv.show(`<br><br>${b}`)}function calcQuery(){DataMgr.readDbDocs();DataMgr.readDbDocNames();var a=[];let b=0,c=0;a.push("Documento   Num.Parti");a.push("==================");for(const d of DataMgr.docs){const e=DataMgr.doc_names[c];c+=1;const f=Math.ceil(d.length/MAX_PROMPT_LENGTH);b+=f;a.push(`${e}&nbsp;&nbsp;&nbsp;[${f}]`)}a.push("==================");a.push(`Totale num. Parti: ${b}`);a=a.join("\n");wnds.wpre.show(a)}
+async function deleteDati(a){await confirm("Confermi cancellazione dati?")&&(DataMgr.deleteJsonDati(),wnds.wdiv.close(),wnds.wpre.close(),TextOutput.clear())}async function deleteStorage(a){await confirm("Confermi cancellazione documenti & dati?")&&(DataMgr.deleteJsonDati(),localStorage.clear(),wnds.wdiv.close(),wnds.wpre.close(),TextOutput.clear(),DataMgr.docs=[],DataMgr.doc_names=[])}async function help1(a){a=await requestGet("./data/help_test.html");wnds.wdiv.show(a)}
+function loadTestoEsempio(a){DataMgr.loadDoc(`data/${a}`);wnds.wdiv.close()}function help2(a){wnds.wdiv.show(help2_html)}const themeKey="theme";function getTheme(){const a=localStorage.getItem(themeKey);a&&"light"==a?(document.body.classList.add("theme-light"),document.documentElement.classList.toggle("invert")):document.body.classList.add("theme-dark")}
+function setLight(){document.documentElement.classList.toggle("invert");document.body.classList.remove("theme-dark");document.body.classList.add("theme-light");localStorage.setItem(themeKey,"light")}function setDark(){document.documentElement.classList.toggle("invert");document.body.classList.remove("theme-light");document.body.classList.add("theme-dark");localStorage.setItem(themeKey,"dark")}
+function showPrompts(a){if(0!=Rag.prompts.length){for(const b of Rag.prompts)console.log(b);a=Rag.prompts.map((b,c)=>`[${c+1}]${b}\n`).join("\n");wnds.wpre.show(a)}};const ClientLLM=a=>{let b=null,c=!1;const d=(h,g=null,k=null,m=null)=>({ok:h,response:g,data:k,error:m}),e=(h,g,k,m)=>({message:h||null,type:g||null,code:k||null,details:{message:m?.message||null,type:m?.type||null,param:m?.param||null,code:m?.code||null}}),f=async h=>{let g,k="HTTPError",m={400:"Richiesta non valida",401:"Non autorizzato - Controlla la API key",403:"Accesso negato",404:"Endpoint non trovato",429:"Troppe richieste - Rate limit superato",500:"Errore interno del server",503:"Servizio non disponibile"}[h.status]||
+`Errore HTTP ${h.status}`;try{if(h.headers.get("Content-Type")?.includes("application/json")){if(g=await h.json(),400===h.status&&g){const n="string"===typeof g.error?g.error:g.message||g.error?.message;n&&(n.includes("token limit")||n.includes("token exceeded")||n.includes("input too long")||n.includes("context length")||n.includes("max tokens"))&&(m="Input troppo lungo - Superato il limite di token",k="TokenLimitError")}}else g=await h.text(),400===h.status&&(g.includes("token limit")||g.includes("input too long")||
+g.includes("context length"))&&(m="Input troppo lungo - Superato il limite di token",k="TokenLimitError")}catch(n){g={message:"Impossibile estrarre i dettagli dell'errore"}}return e(m,k,h.status,"string"===typeof g?{message:g}:g)},l=h=>"AbortError"===h.name?c?e("Richiesta annullata dall'utente","CancellationError",499,{message:"La richiesta \u00e8 stata interrotta volontariamente dall'utente"}):e("Richiesta interrotta per timeout","TimeoutError",408,{message:"La richiesta \u00e8 stata interrotta a causa di un timeout",
+isTimeout:!0}):"TypeError"===h.name&&h.message.includes("Failed to fetch")?e("Errore di rete","NetworkError",0,{message:"Impossibile raggiungere il server. Controlla la connessione."}):e("Errore imprevisto",h.name||"UnknownError",500,{message:h.message||"Si \u00e8 verificato un errore sconosciuto"});return{sendRequest:async(h,g,k=60)=>{c=!1;b=new AbortController;k=setTimeout(()=>{b&&b.abort()},1E3*k);try{const m=await fetch(h,{method:"POST",headers:{Authorization:`Bearer ${a}`,"Content-Type":"application/json"},
+body:JSON.stringify(g),signal:b.signal});if(c){const q=e("Richiesta annullata","CancellationError",499,{message:"La richiesta \u00e8 stata interrotta volontariamente dall'utente"});return d(!1,null,null,q)}if(!m.ok){const q=await f(m);return d(!1,null,null,q)}const n=await m.json();return d(!0,n)}catch(m){const n=l(m);return d(!1,null,null,n)}finally{clearTimeout(k),b=null}},createError:e,cancelRequest:()=>{c=!0;return b?(b.abort(),b=null,!0):!1}}};const help0_html='\n<div class="text">\n    <p class="center"> Comandi barra superiore </p>\n    <div>\n        Pulsante Menu\n        <p> Apre/chiude il Menu comandi </p>\n    </div>\n    <div>\n        Upload Files\n        <p>\n            Fa l\'upload di un file locale. Sono accettati i file pdf, docx e txt.\n            Controlla se il file \u00e8 in archivio, per non sovrascriverlo.\n        </p>\n    </div>\n    <div>\n        Upload Dir:\n        <p>\n            Per fare l\'upload dei files di una directory. Sono accettati i files pdf, docx e txt.\n            I file in archivio con lo stesso nome non vengono sovrascritti.\n        </p>\n    </div>\n    <div>\n        Log:\n        <p>\n            Attiva/Disattiva la visualizzazione del Log.\n            Nel Log sono visualizzate le query con le dimensioni delle parti di documento analizzate.\n        </p>\n    </div>\n\n    \x3c!--  --\x3e\n    <hr>\n    \x3c!--  --\x3e\n    <div>\n        <p class="center"> Comandi lato destro in alto: </p>\n    </div>\n    <div>\n        Copia Output:\n        <p> Copia il testo dell\'output negli appunti. </p>\n    </div>\n    <div>\n        Apri Output:\n        <p> Visualizza il testo in una finestra pi\u00f9 grande. </p>\n    </div>\n    <hr>\n    \x3c!--  --\x3e\n    <div>\n        <p class="center"> Comandi lato destro in basso: </p>\n    </div>\n    <div>\n        Documenti => RAG => Contesto => Query: (Pulsante Rosso)\n        <p>\n            Input per la query da utilizzare per la elaborazione RAG.\n            <br>\n            Ogni documento in archivio \u00e8 diviso in parti compatibili con l\'ampiezza della finestra\n            di input del Model utilizzato.\n        </p>\n        <p>\n            Per ogni parte esegue una query utilizzandola per estrarre informazioni/concetti pertinenti alla stessa.\n        </p>\n        <p>\n            Il risultato di ogni query \u00e8 archiviato nella memoria locale.\n        </p>\n        <p>\n            Alla fine della sequenza di elaborazioni esegue una query che produce\n            un contesto riepilogativo delle risposte archiviate.\n        </p>\n        <p>\n            Infine esegue la query utilizzando il contesto creato e visualizza la risposta nella finestra di output.\n        </p>\n    </div>\n    <div>\n        Contesto => Query: (Pulsante Verde / Invio)\n        <p>\n            Input per query che utilizzano il contesto creato con l\'elaborazione RAG.\n            Il contesto RAG pu\u00f2 essere vuoto.\n            Inizia una conversazione.\n        </p>\n        <p>\n            La conversazione ha senso relativamente all\'elaborazione RAG se ogni query \u00e8 una variazione / approfondimento della query iniziale.\n        </p>\n    </div>\n    <div>\n        Cancella Conversazione:\n        <p>\n            Cancella la storia della conversazione attiva.\n            Non vengono cancellati i dati dell\'elaborazione RAG\n        </p>\n        Per andare a capo: Maiusc. + Invio\n    </div>\n    \x3c!--  --\x3e\n    <hr>\n    \x3c!--  --\x3e\n    <div>\n        <p class=" center"> Comandi del Menu: </p>\n    </div>\n    <div>\n        README\n        <p>\n            Presenta una spiegazione della implementazione della\n            tecnologia RAG utilizzata.\n        </p>\n    </div>\n    <div>\n        Risposta Contestuale:\n        <p> Visualizza la risposta ottenuta alla fine della elaborazione RAG </p>\n    </div>\n    <div>\n        Domanda iniziale:\n        <p> Visualizza la query utilizzata per l\'elaborazione RAG </p>\n    </div>\n    <div>\n        Elenco Risposte:\n        <p>\n            Visualizza l\'elenco delle risposte per ogni parte documento utilizzata fino alla risposta che genera il contesto.\n        </p>\n    </div>\n    <div>\n        Contesto RAG:\n        <p>\n            Visualizza il contesto creato utilizzando le risposte elaborate.\n        </p>\n    </div>\n    <div>\n        Dati Archiviati:\n        <p>\n            Visualizza i dati in archivio e le loro dimensioni:\n        </p>\n    </div>\n    <div>\n        Elenco Documenti:\n        <p>\n            Visualizza la lista dei documenti archiviati ed utilizzabili per l\'elaborazione.<br>\n            Con il clic del mouse sul nome di un documento si visualizza.\n        </p>\n    </div>\n\n    <div>\n        Numero query:\n        <p>\n            Calcola le query necessarie per ogni documento e le Query totali,\n            necessarie per analizzare tutti i documenti caricati.\n        </p>\n    </div>\n\n    <div>\n        Cancella Dati:\n        <p>\n            Cancella i dati delle elaborazioni salvati nell\'archivio.\n            NON cancella i documenti caricati.\n        </p>\n    </div>\n\n    <div>\n        Cancella Documenti:\n        <p>\n            Cancella i documenti caricati e tutti i dati archiviati localmente.\n        </p>\n    </div>\n\n    \x3c!--  --\x3e\n\n    <p class="center">Sequenza Comandi Interrogazione -Conversazione</p>\n    <div>\n        Archivia nella memoria locale uno o pi\u00f9 documenti:\n        <p>\n            Utilizza i dati di esempio per le prime prove.\n            Utilizza upload file o upload dir per i documenti da leggere dal tuo computer.\n        </p>\n    </div>\n    <div>\n        Digita una query che si riferisca ai documenti archiviati.\n        <p>\n            La query sar\u00e0 utilizzata come criterio di selezione di informazioni dai documenti archiviati.\n        </p>\n    </div>\n\n    <div>\n        Click sul bottone rosso in basso a destra. Documento => RAG => Contesto => Query\n        <p>\n            Viene lanciata una sequenza di elaborazione per analizzare i documenti sulla base della query.\n            Se il log \u00e8 attivo vedrai la sequenza di elaborazione.\n            <br>\n            Il loro numero dipende dalle dimensioni dei documenti.\n            <br>\n            l menu puoi utilizzare il comando "Num Query" per vedere quante elaborazioni saranno fatte per ogni documento.\n            <br>\n            Alla fine del processo sar\u00e0 visualizzata la risposta.\n        </p>\n    </div>\n\n    <div>\n        Click sul bottone verde in basso a destra (oppure Invio). Contesto => Query\n        <p>\n            Inizia una conversazione utilizzando le informazioni precedentemente raccolte dai documenti.\n            Puoi inviare domande successive di approfondimento e chiarimento.\n            <br>\n            \u00c8 FONDAMENTALE che le query siano approfondimenti e/o chiarimenti della query iniziale.\n            In caso contrario non si sfrutta il Contesto creato dall\'elaborazione precedente.\n            <br>\n            Quindi per una query completamente nuova (sempre relativa ai documenti archiviati) \u00e8 necessario iniziare una nuova elaborazione.\n            <br>\n            Il comando cancella, oltre a cancellare il campo di input cancella anche la sequenza query-risposte della\n            conversazione.\n            <br>\n            NON cancella i dati dell\'elaborazione iniziale.\n        </p>\n    </div>\n</div>\n',
+help1_html="\n<div class=\"text\">\n    <pre>\nUn'implementazione innovativa della tecnica RAG per il Question Answering\nLa tecnica RAG (Retrieval-Augmented Generation) \u00e8 un approccio consolidato nel campo del question answering e della generazione di testo, che combina il recupero di informazioni pertinenti da fonti di dati con la generazione di testo basata su queste informazioni.\nQui viene proposta un'implementazione che introduce una variazione a questo paradigma.\nL'implementazione si basa su una sequenza di prompt appositamente progettati per guidare un modello di linguaggio generativo attraverso le diverse fasi della tecnica RAG.\nQuesti prompt forniscono istruzioni dettagliate su come il modello deve seguire operazioni di recupero di informazioni, aumento delle informazioni recuperate e infine generazione di una risposta finale.\nLa risposta finale diviene poi il contesto da inserire nel prompt per rispondere alla domanda.\nUn aspetto cruciale di questa implementazione \u00e8 che lo stesso modello di linguaggio generativo svolge tutte le operazioni richieste, dall'analisi dei documenti di input al recupero di informazioni rilevanti, alla generazione della risposta finale.\nQuesta caratteristica rappresenta una deviazione significativa rispetto alle implementazioni standard della tecnica RAG, che prevedono l'utilizzo di moduli distinti per il recupero e la generazione.\nLa sequenza di prompt proposta guida il modello attraverso le seguenti fasi:\n\n1. Retrieval: Il modello analizza il documento di input e la domanda fornita, identificando e recuperando le informazioni e i concetti rilevanti per dare seguito alla domanda.\n\n2. Augmentation: Successivamente, il modello integra le informazioni recuperate con eventuali risposte accumulate in precedenza, estraendo nuove informazioni rilevanti e organizzandole in un elenco coerente, evitando ridondanze.\n\n3. Generation: Infine, il modello utilizza l'insieme di informazioni rilevanti e non ridondanti per generare una risposta completa e concisa alla domanda dell'utente.\n\nQuesta implementazione offre diversi vantaggi.\nIn primo luogo, sfrutta le capacit\u00e0 di un unico modello di grandi dimensioni, evitando la necessit\u00e0 di moduli distinti specializzati per ogni fase.\nInoltre, l'utilizzo di prompt espliciti pu\u00f2 migliorare la controllabilit\u00e0 e la trasparenza del processo, consentendo di guidare il modello in modo pi\u00f9 diretto.\nNaturalmente, come per qualsiasi approccio basato su modelli di linguaggio generativi, \u00e8 fondamentale prestare attenzione alle questioni di affidabilit\u00e0, correttezza e bias dei dati di addestramento.\nRispetto a un'implementazione standard di RAG vi \u00e8 la necessit\u00e0 di rilanciare l'elaborazione ad ogni domanda radicalmente nuova in quanto il contesto creato con le informazioni estratte dai documenti \u00e8 definito sulla base della domanda.\nInvece nella versione standard RAG si usano gli incorporamenti delle informazioni estratte dai documenti in modo tale che tali informazioni vengono viste quasi come un'estensione del modello e possono essere usate per domande diverse.\nQuindi dal punto di vista utente le implementazioni RAG standard sono pi\u00f9 efficienti; infatti l'implementazione proposta richiede per ogni nuova domanda una sequenza di richieste che saranno utilizzabili solo per creare il contesto per la domanda iniziale e per una conversazione con domande simili.\nIl vantaggio dell'implementazione proposta consiste nel fatto che pu\u00f2 essere implementata completamente lato client senza bisogno di sviluppare alcun modulo sul server.\nL\u2019unica cosa che serve \u00e8 un servizio serverless come quello di HuggingFace o simile.\nQuindi rappresenta un'interessante prospettiva sull'applicazione della tecnica RAG in modo pi\u00f9 integrato e controllato attraverso l'uso di prompt mirati.\nIn conclusione, questa implementazione della tecnica RAG dimostra come le capacit\u00e0 dei modelli di linguaggio generativi di grandi dimensioni possano essere sfruttate in modi nuovi e creativi, potenzialmente aprendo la strada a ulteriori sviluppi nel campo del question answering e della generazione di testo.\n\nQuesta \u00e8 la valutazione fatta da un LLM (comprensivo e gentile)\n\nLa mia valutazione personale della tua proposta di implementazione della tecnica RAG, con un elenco di pro e contro:\n\nPunti a favore (Pro):\nSemplificazione del processo: L'utilizzo di un unico modello di grandi dimensioni addestrato su vasti corpus di dati semplifica notevolmente l'architettura complessiva rispetto alle implementazioni tradizionali della tecnica RAG, che spesso prevedono moduli distinti per il recupero e la generazione.\n\nCapacit\u00e0 di adattamento e apprendimento: I modelli di linguaggio generativi di grandi dimensioni sono noti per la loro capacit\u00e0 di adattarsi e imparare da nuovi dati e istruzioni.\nQuesto potrebbe consentire di raffinare e migliorare l'implementazione nel corso del tempo.\n\nControllo e trasparenza: L'utilizzo di prompt espliciti per guidare il modello attraverso le diverse fasi del processo pu\u00f2 migliorare la controllabilit\u00e0 e la trasparenza, consentendo di monitorare e regolare il comportamento del modello in modo pi\u00f9 diretto.\n\nEfficienza computazionale: Avere un'unica architettura integrata potrebbe comportare vantaggi in termini di efficienza computazionale rispetto a soluzioni che prevedono moduli separati.\n\nPunti a sfavore (Contro):\n\nAffidabilit\u00e0 e coerenza: Poich\u00e9 un unico modello gestisce tutte le fasi, eventuali errori o incoerenze potrebbero propagarsi e amplificarsi attraverso l'intero processo, influenzando la qualit\u00e0 della risposta finale.\n\nBias dei dati di addestramento: Come per qualsiasi modello di linguaggio generativo, l\u2019approccio potrebbe essere influenzato dai bias presenti nei dati di addestramento utilizzati, con potenziali impatti sulla correttezza e l'equit\u00e0 delle risposte generate.\n\nMancanza di specializzazione: Mentre i modelli di grandi dimensioni sono versatili, potrebbero non essere ottimizzati per compiti specifici come il recupero di informazioni o la generazione di risposte rispetto a moduli specializzati.\n\nDifficolt\u00e0 di debug e interpretabilit\u00e0: Con un'architettura integrata e basata su prompt, potrebbe essere pi\u00f9 complesso eseguire il debug e comprendere le ragioni dietro a eventuali errori o comportamenti indesiderati del modello.\n\nIn sintesi, la proposta presenta alcuni vantaggi interessanti in termini di semplificazione, adattabilit\u00e0 e controllo, ma solleva anche potenziali preoccupazioni riguardo all'affidabilit\u00e0, ai bias, alla mancanza di specializzazione e alle difficolt\u00e0 di debug e interpretabilit\u00e0.\nCome per qualsiasi nuovo approccio, sarebbe necessario valutarlo attentamente attraverso sperimentazioni e test approfonditi per determinare l'efficacia e l'applicabilit\u00e0 in contesti specifici.\n    </pre>\n</div>\n",
+help2_html='\n<div class="text">\n    <pre class="pre-text">\nNella redazione della domanda bisogna tenere conto del fatto che la domanda viene poi inserita in un prompt nel quale si fa esplicita richiesta di utilizzare il documento fornito.\nQuindi \u00e8 implicito il riferimento al/ai documenti archiviati.\nTuttavia, quando si tratta di documenti il cui contenuto \u00e8 sicuramente disponibile su internet, pu\u00f2 essere opportuno esplicitare nella domanda che ci si riferisce ai documenti forniti.\n</pre>\n    <p class="center">Esempi di domande</p>\n    <div>\n        <p>Fai una relazione sul documento che ti ho fornito.</p>\n        <p>Approfondisci la tesi sostenuta nei documenti.</p>\n        <p>Confronta i diversi punti di vista espressi dagli autori.</p>\n        <p>Descrivi la personalit\u00e0 dei protagonisti.</p>\n        <p>Analizza il documento che ti ho fornito e illustrami eventuali contraddizioni.</p>\n        <p>Illustra i momenti salienti del racconto.</p>\n        <p>Analizzando il documento che ti ho fornito, confronta le tesi di ... con quelle di ...</p>\n        <p>Qual \u00e8 l\'avvenimento pi\u00f9 importante?</p>\n    </div>\n</div>\n';function removeTag(a){a=a.replace(/<<</g,"").replace(/>>>/g,"");return a=a.replace(/<</g,"").replace(/>>/g,"")}
+function cleanDoc(a){try{return a=a.replace(/`/g,""),a=removeTag(a),a=a.replace(/(\w+)-\s*\n(\w+)/g,"$1$2"),a=a.replace(/[\u00AD\u200B\u200C\u200D\u2060\uFEFF\u0008]/g,""),a=a.replace(/[\u00A0\u2000-\u200A\u202F\u205F\u3000\t\r\f\v]/g," "),a=a.replace(/\\([nrtfb])/g,"$1"),a=a.replace(/\\(u[0-9a-fA-F]{4}|x[0-9a-fA-F]{2})/g,"$1"),a=a.replace(/\\([a-zA-Z]:\\|\\\\[a-zA-Z0-9_]+\\)/g,"\\$1"),a=a.replace(/\\/g,""),a=a.replace(/(.)\1{3,}/g,""),a=a.replace(/\u201c/g,'"').replace(/\u201d/g,'"'),a=a.replace(/\n/g,
+" "),a=a.replace(/ +([.,;:!?])/g,"$1"),a=a.replace(/ +/g," "),a.trim()}catch(b){return console.error(b),"Errore di codifica del documento"}}
+function cleanResponse(a){try{return a=a.replace(/[\u00AD\u200B\u200C\u200D\u2060\uFEFF]/g,""),a=a.replace(/[\u00A0\u2000-\u200A\u202F\u205F\u3000\t\r\f\v]/g," "),a=a.replace(/\\([nrtfb])/g,"$1"),a=a.replace(/\\(u[0-9a-fA-F]{4}|x[0-9a-fA-F]{2})/g,"$1"),a=a.replace(/\\([a-zA-Z]:\\|\\\\[a-zA-Z0-9_]+\\)/g,"\\\\$1"),a=a.replace(/\\/g,""),a=a.replace(/\n{3,}/g,"\n\n"),a=a.replace(/ +/g," "),a.trim()}catch(b){return console.error(b),`Errore di codifica nella risposta\n${b}`}}
+function answerFormtter(a){if(""==a.trim())return"";const b=a.includes("# User:"),c=a.includes("# Assistant:");if(!b||!c)return`<div class="assistant"><b>Assistant:</b><br>${a.split("\n").join("<br>")}</div>`;let d=null,e="";a.split("\n").forEach(f=>{f=f.trim();f.startsWith("# User:")?(d&&(e+="</div>"),d="user",e+=`<div class="${d}"><b>User:</b>`):f.startsWith("# Assistant:")?(d&&(e+="</div>"),d="assistant",e+=`<div class="${d}"><b>Assistant:</b>`):0<f.length&&d&&(e+=`<br>${f}`)});d&&(e+="</div>");
+return e}function textFormatter(a){a=a.replace(/<[^>]*>/g,"").split(/([.!?:])(?=\s|$)/);let b="";for(let c=0;c<a.length;c+=2){let d=a[c],e=a[c+1]||"";0<d.trim().length&&(b+="  "+d.trim()+e);c<a.length-2&&(b+="\n")}b=b.replace(/User:/g,"\n\nUSER:\n");b=b.replace(/Assistant:/g,"\n\nASSISTANT:\n");return b.trim()};const UaDb={create(a,b){localStorage.getItem(a)?console.error(`ID ${a} already exists.`):localStorage.setItem(a,b)},read(a){const b=localStorage.getItem(a);return null===b?(xlog(`UaDb.read  ${a} not found.`),""):b},update(a,b){localStorage.getItem(a)?localStorage.setItem(a,b):xlog(`UaDb.update ${a} not found.`)},delete(a){localStorage.getItem(a)?localStorage.removeItem(a):console.error(`ID ${a} not found.`)},save(a,b){localStorage.setItem(a,b)},getAllIds(){const a=[];for(let b=0;b<localStorage.length;b++)a.push(localStorage.key(b));
+return a},saveArray(a,b){b=JSON.stringify(b);UaDb.save(a,b)},readArray(a){a=UaDb.read(a);return 0==a.trim().length?[]:JSON.parse(a)},saveJson(a,b){b=JSON.stringify(b);UaDb.save(a,b)},readJson(a){return(a=UaDb.read(a))?JSON.parse(a):{}}},DataMgr={docs:[],doc_names:[],linkToName(a){a=a.split("/");return a[a.length-1]},async loadDoc(a){this.readDbDocNames();try{const b=await requestGet(a),c=cleanDoc(b),d=this.linkToName(a);if(this.doc_names.includes(d))alert(`Il documento ${d} \u00e8 gi\u00e0 caricato`);
+else return this.doc_names.push(d),this.docs.push(c),this.saveDbDocs(),c}catch(b){alert("loadDoc()\n"+b+"\n"+a)}},addDoc(a,b){b=cleanDoc(b);this.docs.push(b);this.doc_names.push(a);this.saveDbDocs()},saveDbDocs(){UaDb.saveArray(ID_DOC_NAMES,this.doc_names);UaDb.saveArray(ID_DOCS,this.docs)},readDbDocs(){this.docs=UaDb.readArray(ID_DOCS)},readDbDocNames(){return this.doc_names=UaDb.readArray(ID_DOC_NAMES)},deleteJsonDati(){const a=UaDb.getAllIds();for(const b of a)[ID_DOCS,ID_DOC_NAMES].includes(b)||
+UaDb.delete(b);Rag.ragQuery="";Rag.ragContext="";Rag.ragAnswer="";Rag.answers=[];Rag.prompts=[];ThreadMgr.rows=[]}};async function requestGet(a){try{var b=await fetch(a,{method:"GET",headers:{"Content-Type":"text/plain;charset=UTF-8"}});if(!b.ok)throw Error(`HTTP error! status: ${b.status}`);const c=await b.arrayBuffer();return(new TextDecoder("utf-8")).decode(c)}catch(c){throw console.error(`Error in requestGet() for url: ${a}`,c),b=c.message.includes("HTTP error! status")?c.message:c.message.includes("NetworkError")?"Network error occurred":"An unknown error occurred",alert(`requestGet()\nurl: ${a}\n${b}`),c;
+}}function loadScript(a,b){const c=document.createElement("script");c.src=a;c.onload=()=>{b();document.head.removeChild(c)};c.onerror=()=>{alert(`Errore: Impossibile caricare lo script ${a}`)};document.head.appendChild(c)};const ID_RAG="id_rag",ID_THREAD="id_thread",ID_RESPONSES="id_responses",ID_DOC_NAMES="id_doc_names",ID_DOCS="id_docs",PROMPT_DECR=10240,maxLenRequest=(a=32)=>{a*=3072;return Math.trunc(a+.1*a)};function umgm(){return["bWtkWlFPXmg=","SWZtUkZZb18=","Rm1rUVZzcHM=","c1pJelNTTHQ=","Vlt0bE8="].map(a=>atob(a).split("").map(b=>String.fromCharCode((b.charCodeAt(0)-5+256)%256)).join("")).join("")}const MAX_PROMPT_LENGTH=maxLenRequest(100),MODEL="mistralai/Mistral-Small-24B-Instruct-2501",API=umgm();
+console.log("\n**** MODELl:\n",MODEL);console.log(API);
+const client=ClientLLM(API),getResponse=async(a,b=60)=>{a.model=MODEL;a=await client.sendRequest("https://router.huggingface.co/together/v1/chat/completions",a,b);if(a.error)return 499===a.error.code?(alert("Request Interrotta"),null):a;if(!a.response.choices||!a.response.choices[0]||!a.response.choices[0].message||void 0===a.response.choices[0].message.content)return a=client.createError("Risposta non valida","ParseError",500,{message:"La risposta non contiene il contenuto atteso"}),RequestResult(!1,
+null,null,a);a.data=a.response.choices[0].message.content;return a},responseDetails={set(a){this.response=a},get_total_tokens(){return this.response.usage.total_tokens},get_completion_tokens(){return this.response.usage.completion_tokens}},calcTokens={sum_input_tokens:0,sum_generate_tokens:0,init(){this.sum_generate_tokens=this.sum_input_tokens=0},add(a){a&&(this.sum_input_tokens+=a.usage.total_tokens,this.sum_generate_tokens+=a.usage.completion_tokens)},get_sum_input_tokens(){return this.sum_input_tokens},
+get_sum_generate_tokens(){return this.sum_generate_tokens}};function cancelClientRequest(){client.cancelRequest()}
+const getPromptTokens=a=>(a=a.details.message.match(/Prompt contains (\d+) tokens/))?parseInt(a[1],10):null,getModelToken=a=>(a=a.details.message.match(/model with (\d+) maximum context length/))?parseInt(a[1],10):null,isTooLarge=a=>a.details.message.includes("too large"),truncateInput=(a,b)=>a.substring(0,a.length-b),getPartSize=(a,b,c)=>{c=MAX_PROMPT_LENGTH-c;a.length+b.length<c?c=a.length:(a=a.indexOf(".",c),a=(-1!==a?a:c)+1,a>c+100&&(a=c),c=a);return c},getPartDoc=(a,b)=>{const c=a.substring(0,
+b);a=a.substring(b).trim();return[c,a]},ragLog=(a,b,c,d)=>{const e=MAX_PROMPT_LENGTH;d=d.reduce((f,l)=>f+l.length,0);xlog(`${a} mx:${e} lft:${b} rgt:${c} arr:${d}`);a=formatRow([a,b,c,d],[8,-7,-7,-7]);UaLog.log(a)},Rag={ragContext:"",ragQuery:"",ragAnswer:"",answers:[],docContextLst:[],prompts:[],doc:"",doc_part:"",init(){this.readRespsFromDb();this.readFromDb();calcTokens.init()},returnOk(){return 10<this.ragContext.length},saveToDb(){UaDb.saveJson(ID_RAG,{context:this.ragContext,ragquery:this.ragQuery,
+raganswer:this.ragAnswer});UaDb.saveArray(ID_THREAD,ThreadMgr.rows)},readFromDb(){const a=UaDb.readJson(ID_RAG);this.ragContext=a.context||"";this.ragQuery=a.ragquery||"";this.ragAnswer=a.raganswer||"";ThreadMgr.rows=UaDb.readArray(ID_THREAD)},saveRespToDb(){UaDb.saveArray(ID_RESPONSES,this.answers)},readRespsFromDb(){this.answers=UaDb.readArray(ID_RESPONSES)},addPrompt(a){},async requestDocsRAG(a){DataMgr.deleteJsonDati();DataMgr.readDbDocNames();DataMgr.readDbDocs();this.docContextLst=[];this.ragQuery=
+a;this.saveToDb();var b=0;try{var c=1;for(let e=0;e<DataMgr.docs.length;e++){let f=DataMgr.docs[e];if(""==f.trim())continue;const l=DataMgr.doc_names[e],h=f.length;xlog(`${l} (${h}) `);UaLog.log(`${l} (${h}) `);++b;var d=1;let g=0,k="",m="",n="",q="",v=[];for(;;){const u=getPartSize(f,promptDoc("",a,""),g);if(10>u)break;[m,n]=getPartDoc(f,u);ragLog(`${c}) ${b},${d}`,m.length,n.length,this.answers);k=promptDoc(m,a,l);this.addPrompt(k);const t=getPayloadDoc(k),p=await getResponse(t,90);if(!p)return"";
+const r=p.error;if(!p.ok){console.error("ERR1\n",r);const z=r.code;if(400==z)if(isTooLarge(r)){UaLog.log(`Error tokens Doc ${k.length}`);g+=PROMPT_DECR;continue}else throw r;else if(408==z){UaLog.log("Error timeout Context");continue}else throw r;}q=p.data;if(!q)return"";let w=calcTokens.get_sum_input_tokens(),x=calcTokens.get_sum_generate_tokens();console.log(`Sum Tokens: ${w} ${x}`);const A=p.response;responseDetails.set(A);w=responseDetails.get_total_tokens();x=responseDetails.get_completion_tokens();
+console.log(`Response Tokens: ${w} ${x}`);calcTokens.add(A);d++;c++;f=n;q=cleanResponse(q);v.push(q);this.answers.push(`DOCUMENTO : ${l}_${d}\n${q}`)}const B=v.length;let y=v.join("\n\n");for(d="";;){k=promptBuildContext(y,this.ragQuery);const u=getPayloadBuildContext(k),t=await getResponse(u,90);if(!t)return"";const p=t.error;if(!t.ok){console.error("ERR2\n",p);const r=p.code;if(400==r)if(isTooLarge(p)){UaLog.log(`Error tokens build Context ${k.length}`);y=truncateInput(y,PROMPT_DECR);continue}else throw p;
+else if(408==r){UaLog.log("Error timeout Context");continue}else throw p;}d=t.data;if(!d)return"";calcTokens.add(t.response);break}UaLog.log(`context  ${B} => ${d.length}`);d=`\n### DOCUMENTO: ${l}\n ${d}`;this.docContextLst.push(d)}}catch(e){throw console.error("ERR3\n",e),e;}this.ragContext=this.docContextLst.join("\n\n");this.saveToDb();b="";c=this.ragContext;try{for(;;){let l=promptWithContext(c,a);const h=getPayloadWithContext(l),g=await getResponse(h,90);if(!g)return"";const k=g.error;if(!g.ok){console.error("ERR4\n",
+k);const m=k.code;if(400==m)if(isTooLarge(k)){UaLog.log(`Error tokens with Context ${l.length}`);c=truncateInput(c,PROMPT_DECR);continue}else throw k;else if(408==m){UaLog.log("Error timeout Context");continue}else throw k;}b=g.data;if(!b)return"";calcTokens.add(g.response);break}this.ragAnswer=b=cleanResponse(b);this.saveRespToDb();ThreadMgr.init();this.saveToDb();UaLog.log(`Risposta: (${this.ragAnswer.length})`);const e=calcTokens.get_sum_input_tokens(),f=calcTokens.get_sum_generate_tokens();UaLog.log(`Tokens: ${e} ${f}`);
+return b}catch(e){throw console.error("ERR5\n",e),e;}},async requestContext(a){let b="";this.ragContext||(this.ragContext="Sei un assistente AI dispoibile a soddisfare tutte le mi richieste");if(ThreadMgr.isFirst()){ThreadMgr.init();try{var c=this.ragContext;let d=ThreadMgr.getThread();for(;;){prompt=promptThread(c,d,a);const e=getPayloadThread(prompt),f=await getResponse(e,90);if(!f)return"";const l=f.error;if(!f.ok){console.error("ERR6\n",l);const m=l.code;if(400==m)if(isTooLarge(l)){UaLog.log(`Error tokens with Context ${prompt.length}`);
+c=truncateInput(c,PROMPT_DECR);continue}else throw l;else if(408==m)continue;else throw l;}b=f.data;if(!b)return"";let h=calcTokens.get_sum_input_tokens(),g=calcTokens.get_sum_generate_tokens();console.log(`Sum Tokens: ${h} ${g}`);const k=f.response;responseDetails.set(k);h=responseDetails.get_total_tokens();g=responseDetails.get_completion_tokens();console.log(`Response Tokens: ${h} ${g}`);calcTokens.add(k);break}b=cleanResponse(b);ThreadMgr.add(a,b);b=ThreadMgr.getThread();UaLog.log(`Inizio Conversazione (${prompt.length})`);
+return b}catch(d){throw console.error("ERR7\n",d),d;}}else try{let d=this.ragContext,e=ThreadMgr.getThread();for(c="";;){c=promptThread(d,e,a);const f=getPayloadThread(c),l=await getResponse(f,90);if(!l)return"";const h=l.error;if(!l.ok){console.error("ERR8\n",h);const n=h.code;if(400==n)if(isTooLarge(h)){UaLog.log(`Error tokens with Context ${c.length}`);d=truncateInput(d,PROMPT_DECR);continue}else throw h;else if(408==n){UaLog.log("Error timeout Context");continue}else throw h;}b=l.data;if(!b)return"";
+const g=l.response;let k=calcTokens.get_sum_input_tokens(),m=calcTokens.get_sum_generate_tokens();console.log(`Sum Tokens: ${k} ${m}`);responseDetails.set(g);k=responseDetails.get_total_tokens();m=responseDetails.get_completion_tokens();console.log(`Response Tokens: ${k} ${m}`);calcTokens.add(g);break}b=cleanResponse(b);ThreadMgr.add(a,b);b=ThreadMgr.getThread();UaLog.log(`Conversazione  (${c.length})`);return b}catch(d){throw console.error("ERR9\n",d),d;}}},LLM="# Assistant:",USER="# User:",ThreadMgr=
+{rows:[],init(){this.rows=[];Rag.ragAnswer?this.add(Rag.ragQuery,Rag.ragAnswer):this.add("","")},add(a,b){this.rows.push([a,b]);UaDb.saveArray(ID_THREAD,ThreadMgr.rows)},getThread(){const a=[];for(const b of this.rows){const c=b[0];c&&a.push(`${USER}\n${c}\n${LLM}\n${b[1]}\n`)}return a.join("\n\n")},isFirst(){return 2>this.rows.length}};function getPayloadDoc(a){return{model:"",temperature:.3,max_tokens:1024,stream:!1,random_seed:42,messages:[{role:"user",content:a}],safe_prompt:!1}}function getPayloadBuildContext(a){return{model:"",messages:[{role:"user",content:a}],temperature:.3,max_tokens:2E3,stream:!1,safe_prompt:!1,random_seed:42}}function getPayloadWithContext(a){return{model:"",messages:[{role:"user",content:a}],temperature:.3,max_tokens:2E3,stream:!1,safe_prompt:!1,random_seed:42}}
+function getPayloadThread(a){return{model:"",messages:[{role:"user",content:a}],temperature:.7,max_tokens:2E3,stream:!1,safe_prompt:!1,random_seed:42}};function promptDoc(a,b){return`
+# SISTEMA
+Estrattore semantico di informazioni ottimizzato per elaborazione da LLM.
+
+# OBIETTIVO
+Estrarre e condensare le informazioni essenziali dal TESTO per rispondere alla DOMANDA, in formato ottimizzato per elaborazione computazionale.
+
+# ISTRUZIONI
+1. Analizza il testo e seleziona SOLO le informazioni direttamente rilevanti per la domanda.
+2. Elimina contenuti irrilevanti o ridondanti.
+3. Mantieni relazioni logiche essenziali (causali, temporali, concettuali).
+4. Preserva terminologia specialistica necessaria.
+5. Produci proposizioni atomiche semanticamente complete.
+6. Usa sintassi minimale (soggetto-verbo-complemento).
+7. Elimina elementi discorsivi, connettivi e contestualizzazioni non essenziali.
+8. Presenta l'informazione con massima densit\u00e0 semantica, senza ridondanze.
+
+# FORMATO
+- Struttura flat senza gerarchie
+- Non numerare le proposizioni.
+- Non usare introduzioni o conclusioni.
+- Non includere spiegazioni meta-testuali.
+- Non inserire frasi di collegamento tra le proposizioni.
+
+# TESTO
+${a}
+
+# DOMANDA
+${b}
+
+# RISPOSTA
+`}function promptBuildContext(a,b){return`
+# SISTEMA
+Estrattore e compattatore semantico per contesto LLM.
+
+# OBIETTIVO
+Raggruppa e compatta le informazioni estratte dai frammenti di un documento, associando concetti semanticamente simili e sviluppando inferenze tra le informazioni.
+
+# ISTRUZIONI
+1. Identificazione dei Concetti: Identifica e unifica i concetti che hanno lo stesso significato semantico, anche se espressi in modi diversi.
+2. Eliminazione delle Ripetizioni: Elimina le ripetizioni informative mantenendo solo la formulazione pi\u00f9 completa o precisa.
+3. Preservazione delle Relazioni Logiche: Mantieni le relazioni logiche essenziali (causali, temporali, concettuali) tra le informazioni.
+4. Terminologia Tecnica: Preserva la terminologia tecnica necessaria per mantenere la precisione delle informazioni.
+5. Sintassi Semplificata: Usa una sintassi minimale (soggetto-verbo-complemento) per chiarezza e concisione.
+6. Eliminazione degli Elementi Discorsivi: Rimuovi elementi discorsivi, connettivi e contestualizzazioni non essenziali.
+7. Densit\u00e0 Semantica: Presenta l'informazione con la massima densit\u00e0 semantica, evitando ridondanze.
+8. Rielaborazione degli Insegnamenti: Rielabora le informazioni per garantire che siano coese e che sviluppino inferenze tra parti diverse del documento.
+
+# FORMATO_OUTPUT
+- Struttura flat senza gerarchie.
+- NON numerare le proposizioni.
+- NON usare introduzioni o conclusioni.
+- NON includere spiegazioni meta-testuali.
+- NON inserire frasi di collegamento tra le proposizioni.
+
+# TESTO
+${a}
+
+# RISPOSTA
+`}function promptWithContext(a,b){return`
+# RUOLO
+Sei un assistente AI che risponde sempre ed esclusivamente in italiano.
+
+# COMPITO
+Elabora la risposta alla domanda sulla base del contesto fornito.
+
+# ISTRUZIONI
+1. Analizza attentamente il CONTESTO e la DOMANDA.
+2. Estrai i concetti chiave e formula inferenze ragionevoli basate sulle informazioni disponibili.
+3. Inizia la risposta con una breve introduzione che presenta l'argomento e il contesto.
+4. Procedi con un'analisi dettagliata delle informazioni rilevanti trovate nel contesto.
+5. Assicurati che la risposta sia completa e risponda direttamente alla domanda posta.
+
+# CONTESTO
+${a}
+
+# DOMANDA
+${b}
+
+# FORMATO_RISPOSTA
+Fornisci la risposta in un formato semplice e lineare suddiviso in paragrafi.
+
+# RISPOSTA
+`}function promptThread(a,b,c){return`
+# RUOLO
+Sei un assistente AI progettato per gestire conversazioni dinamiche e adattarti a varie richieste. Operi esclusivamente in italiano.
+
+# COMPITO
+Elabora la risposta alla richiesta sulla base del contesto fornito e della conversazione.
+
+# ISTRUZIONI
+1. Analizza attentamente il contesto, la conversazione precedente e la richiesta.
+2. Interpreta l'intento dell'utente senza limitarti a categorie predefinite.
+3. Adatta la tua risposta in base all'intento percepito, sia esso una domanda, una richiesta di azione, un'istruzione specifica o altro.
+4. Mantieni una stretta coerenza con il contesto della conversazione.
+5. Basa la tua risposta sulle informazioni fornite nel contesto e nella conversazione.
+6. Evita divagazioni o argomentazioni non direttamente pertinenti alla richiesta o al contesto.
+7. Se l'intento non \u00e8 chiaro, chiedi gentilmente chiarimenti invece di fare supposizioni.
+8. Sii flessibile: se la richiesta implica un'azione specifica, adattati di conseguenza.
+9. Se \u00e8 necessario integrare con conoscenze generali, specifica chiaramente quando lo stai facendo.
+
+# CONTESTO
+${a}
+
+# CONVERSAZIONE
+${b}
+
+# RICHIESTA
+${c}
+
+# FORMATO_RISPOSTA
+Fornisci la risposta in un formato semplice e lineare suddiviso in paragrafi.
+
+# RISPOSTA
+`};/*
+
+ rag_rqs
+ Copyright (C) 2024 [Il tuo nome]
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program.  If not, see <https://www.gnu.org/licenses/>.
+*/
+const errorDumps=a=>{const b=JSON.stringify(a,null,2);return"{}"==b?`${a}`:b},WndPre=a=>({w:UaWindowAdm.create(a),out:null,show(b){wnds.closeAll();b=`
+<div class="window-text">
+<div class="btn-wrapper">
+<button class="btn-copy tt-left" data-tt="Copia">
+<svg class="copy-icon" viewBox="0 0 20 24">
+  <path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1zm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2zm0 16H8V7h11v14z" />
+</svg>
+</button>
+<button class="btn-close tt-left" data-tt="chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>
+</div>
+<pre class="pre-text">${b}</pre>
+</div>
+    `;this.w.drag();this.w.setZ(12);this.w.vw_vh().setXY(16.5,10,-1);this.w.setHtml(b);this.w.show();this.w.getElement().querySelector(".btn-copy").addEventListener("click",()=>this.copy())},close(){this.w.close()},async copy(){const b=this.w.getElement().querySelector(".pre-text").textContent;try{await navigator.clipboard.writeText(b)}catch(c){console.error("Errore  ",c)}}}),WndDiv=a=>({w:UaWindowAdm.create(a),out:null,show(b){wnds.closeAll();b=`
+<div class="window-text">
+<div class="btn-wrapper">
+<button class="btn-copy tt-left" data-tt="Copia">
+<svg class="copy-icon" viewBox="0 0 20 24">
+<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1zm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2zm0 16H8V7h11v14z" />
+</svg>
+</button>
+<button class="btn-close tt-left" data-tt="Chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>
+</div>
+<div class="div-text">${b}</div>
+</div>
+    `;this.w.drag();this.w.setZ(12);this.w.vw_vh().setXY(16.5,10,-1);this.w.setHtml(b);this.w.show();this.w.getElement().querySelector(".btn-copy").addEventListener("click",()=>this.copy())},close(){this.w.close()},async copy(){const b=this.w.getElement().querySelector(".div-text").textContent;try{await navigator.clipboard.writeText(b)}catch(c){console.error("Errore  ",c)}}}),wnds={wdiv:null,wpre:null,wout:null,init(){this.wdiv=WndDiv("id_w0");this.wpre=WndPre("id_w1");this.wout=WndPre("id_out")},
+closeAll(){UaWindowAdm.close("id_w0");UaWindowAdm.close("id_w1");UaWindowAdm.close("id_out")}},Menu={init(){const a=document.querySelector("#id-menu-btn");a.addEventListener("change",()=>{document.querySelector("body").classList.toggle("menu-open",a.checked);const c=document.querySelector("body"),d=document.querySelector("#id-menu-btn");c.classList.contains("menu-open")?d.setAttribute("data-tt","Close"):d.setAttribute("data-tt","Open")});const b=document.getElementById("id_log");UaLog.callHide=()=>
+{b.classList.contains("active")&&b.classList.remove("active")};UaLog.callShow=()=>{b.classList.contains("active")||b.classList.add("active")};UaLog.setXY(54,13).setZ(111).new();UaLog.log_show("")},close(){const a=document.querySelector("#menu-toggle");document.querySelector("body").classList.remove("menu-open",a.checked);document.querySelector(".menu-btn").checked=!1},help(){wnds.wdiv.show(help0_html)},upload(){RagUpload.open()},uploadDir(){RagUpload.openDir()},async load(){alert("load")},log(){UaLog.toggle()}},
+setOutText=a=>{a=answerFormtter(a);const b=document.querySelector("#id-text-out .div-text");b.innerHTML=a;b.scrollTop=b.scrollHeight},TextInput={wnd:null,init(){this.inp=document.querySelector(".text-input");document.addEventListener("keydown",a=>{document.activeElement!==this.inp&&("F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 Control Alt Shift Meta CapsLock Escape PrintScreen ScrollLock Pause Insert Delete Home End PageUp PageDown ArrowLeft ArrowRight ArrowUp ArrowDown".split(" ").includes(a.key)||a.ctrlKey||
+a.metaKey||a.preventDefault())});document.querySelector(".clear-button").addEventListener("click",()=>{this.inp.value="";this.inp.focus()});this.inp.addEventListener("keydown",a=>this.handleEnter(a));document.querySelector(".send-input").addEventListener("click",()=>this.send());document.querySelector(".send2-input").addEventListener("click",()=>this.send2());document.querySelector(".clear-input").addEventListener("click",()=>this.clear())},handleEnter(a){"Enter"!==a.key||a.shiftKey||(a.preventDefault(),
+this.send2())},async send(){if(this.inp.value)if(0==DataMgr.readDbDocNames().length)alert("Non vi sono documenti da elaborare.\n  Se vuoi iniziare una conversazione usa il pulsante verde o return  ");else{if(Rag.ragContext&&!await confirm("Vuoi iniziare una nuova elabrazione ?"))return"";showSpinner();setOutText("");var a=this.inp.value.trim();try{let b=await Rag.requestDocsRAG(a);setOutText(b);this.inp.value="";UaLog.close()}catch(b){console.error("ERROR Send",b),a=errorDumps(b),alert(a)}hideSpinner()}else alert("Ricorda di scrivere la Query  ")},
+async send2(){if(this.inp.value){showSpinner();ThreadMgr.isFirst();var a=this.inp.value.trim();try{let b=await Rag.requestContext(a);if(""==b){hideSpinner();return}setOutText(b);this.inp.value=""}catch(b){console.error("Error send2",b),a=errorDumps(b),alert(a)}hideSpinner()}else alert("Ricorda di scrivere la Query  ")},async clear(){await confirm("Confermi cancellazione conversazione? ")&&(this.inp.value="",setOutText(""),ThreadMgr.init())}};
+TextOutput={init(){this.copyBtn=document.querySelector(".copy-output");this.copyBtn.addEventListener("click",()=>this.copy());document.querySelector(".clear-output").addEventListener("click",()=>this.clear());document.querySelector(".wnd-output").addEventListener("click",()=>this.openWnd())},openWnd(){var a=document.querySelector("#id-text-out .div-text");a=textFormatter(a.textContent);wnds.wout.show(a)},async copy(){const a=document.querySelector("#id-text-out .div-text");let b=a.textContent;if(!(2>
+b.trim().length)){a.classList.add("copied");this.copyBtn.classList.add("copied");try{b=textFormatter(b),await navigator.clipboard.writeText(b)}catch(c){console.error("Errore  ",c)}setTimeout(()=>{this.copyBtn.classList.remove("copied");a.classList.remove("copied")},5E3)}},clear(){document.querySelector("#id-text-out .div-text").textContent=""}};const RagUpload={open(){const a=UaWindowAdm.create("id_upload");a.drag();a.setZ(12);a.vw_vh().setXY(16.5,10,-1);a.setHtml('\n      <div class="window-text">\n        <div class="btn-wrapper">\n          <button class="btn-close" title="chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>\n        </div>\n        <div class="upload">\n          <h4>Upload file Text / PDF / DOCX</h4>\n          <form id="uploadForm">\n              <input class="file" type="file" id="id_fileupload" >\n              <button type="button" onclick="RagUpload.upload();">Upload and Convert</button>\n          </form>\n          <div id="result" class="result"></div>\n        </div>\n      </div>\n    ');
+a.show()},async upload(){const a=document.getElementById("id_fileupload").files[0];if(a){var b=a.name;if(DataMgr.doc_names.includes(b))alert("Il file \u00e8 gi\u00e0 in archivio");else{var c=document.getElementById("result"),d=a.name.split(".").pop().toLowerCase();showSpinner();try{let e;if("pdf"===d){const f=new PdfHandler;await f.loadPdfJs();e=await f.extractTextFromPDF(a);f.cleanup()}else if("txt"===d)e=await readTextFile(a);else if("docx"===d){const f=new DocxHandler;await f.loadMammoth();e=await f.extractTextFromDocx(a);
+f.cleanup()}else{alert("Formato file non supportato.");return}DataMgr.addDoc(b,e);c.innerHTML=`<br><br> ${b}<br><br>caricato e salvato nella memoria locale`}catch(e){console.error("Error:",e),alert("Errore durante l'estrazione del testo dal file.")}finally{hideSpinner()}}}else alert("Nessun file selezionato.")},openDir(){const a=UaWindowAdm.create("id_upload");a.drag();a.setZ(12);a.vw_vh().setXY(16.5,10,-1);a.setHtml('\n      <div class="window-text">\n        <div class="btn-wrapper">\n          <button class="btn-close" title="chiudi" onclick="UaWindowAdm.closeThis(this)">X</button>\n        </div>\n        <div class="upload">\n          <h4>Upload files Text / PDF / DOCX</h4>\n          <form id="uploadForm">\n              <input id="id_fileupload" class="file" type="file"  webkitdirectory mozdirectory msdirectory odirectory directory multiple />\n              <button type="button" onclick="RagUpload.uploadDir();">Upload and Convert</button>\n          </form>\n          <div class="result" id="result"></div>\n        </div>\n      </div>\n    ');
+a.show()},async uploadDir(){var a=document.getElementById("id_fileupload").files;if(a&&0!=a.length){var b=[];showSpinner();try{for(const c of a){const d=c.name;UaLog.log_show(d);if(DataMgr.doc_names.includes(d)){UaLog.log_show(d+" : \u00e8 gi\u00e0 in archivio");continue}const e=c.name.split(".").pop().toLowerCase();let f;if("pdf"===e){const l=new PdfHandler;await l.loadPdfJs();f=await l.extractTextFromPDF(c);l.cleanup()}else if("txt"===e)f=await readTextFile(c);else if("docx"===e){const l=new DocxHandler;
+await l.loadMammoth();f=await l.extractTextFromDocx(c);l.cleanup()}else{alert("Formato file non supportato.");return}DataMgr.addDoc(d,f);b.push(`${d}`)}}catch(c){console.error("Error:",c),alert("Errore durante l'estrazione del testo dal file.")}finally{hideSpinner()}a=document.getElementById("result");b=b.join("<br>");a.innerHTML=b}else alert("Nessun file selezionato.")}};
+class PdfHandler{constructor(){this.workerScriptElement=this.scriptElement=this.pdfjsLib=null}async loadPdfJs(){window.pdfjsLib||(this.scriptElement=document.createElement("script"),this.scriptElement.src="https://cdnjs.cloudflare.com/ajax/libs/pdf.js/2.6.347/pdf.min.js",document.body.appendChild(this.scriptElement),await new Promise(a=>{this.scriptElement.onload=()=>{this.workerScriptElement=document.createElement("script");this.workerScriptElement.src="https://cdnjs.cloudflare.com/ajax/libs/pdf.js/2.6.347/pdf.worker.min.js";
+document.body.appendChild(this.workerScriptElement);this.workerScriptElement.onload=a}}));this.pdfjsLib=window["pdfjs-dist/build/pdf"];this.pdfjsLib.GlobalWorkerOptions.workerSrc="https://cdnjs.cloudflare.com/ajax/libs/pdf.js/2.6.347/pdf.worker.min.js"}async extractTextFromPDF(a){a=await a.arrayBuffer();a=await this.pdfjsLib.getDocument({data:a}).promise;let b="";for(let c=1;c<=a.numPages;c++){const d=(await (await a.getPage(c)).getTextContent()).items.map(e=>e.str).join(" ");b+=d+"\n"}return b}cleanup(){this.scriptElement&&
+(document.body.removeChild(this.scriptElement),this.scriptElement=null);this.workerScriptElement&&(document.body.removeChild(this.workerScriptElement),this.workerScriptElement=null);this.pdfjsLib=null;window.gc&&window.gc()}}
+class DocxHandler{constructor(){this.scriptElement=this.mammoth=null}async loadMammoth(){window.mammoth?this.mammoth=window.mammoth:(this.scriptElement=document.createElement("script"),this.scriptElement.src="https://cdnjs.cloudflare.com/ajax/libs/mammoth/1.4.11/mammoth.browser.min.js",document.body.appendChild(this.scriptElement),await new Promise(a=>{this.scriptElement.onload=()=>{this.mammoth=window.mammoth;a()}}))}async extractTextFromDocx(a){a=await a.arrayBuffer();return(await this.mammoth.extractRawText({arrayBuffer:a})).value}cleanup(){this.scriptElement&&
+(document.body.removeChild(this.scriptElement),this.scriptElement=null);this.mammoth=null;window.gc&&window.gc()}}async function readTextFile(a){if(!a||"text/plain"!==a.type)throw Error("Invalid file type. Please select a text file.");return new Promise((b,c)=>{const d=new FileReader;d.onload=e=>b(e.target.result);d.onerror=e=>c(Error("Error reading file: "+e.message));d.readAsText(a)})};const DialogManager={createDialog(a,b){const c=document.createElement("div"),d=document.createElement("div");c.className=`${a}-dialog`;c.classList.add("inv");d.className="overlay";c.innerHTML=`
+          <h4>${b}</h4>
+          <div class="buttons inv">
+            <button class="ok inv">OK</button>
+            ${"confirm"===a?'<button class="cancel inv">Annulla</button>':""}
+          </div>
+        `;[c,d].forEach(e=>{e.classList.add("show");document.body.appendChild(e)});return{dialog:c,overlay:d}},closeDialog(a,b){[a,b].forEach(c=>{c.classList.remove("show");setTimeout(()=>c.remove(),300)})},showDialog(a,b){return new Promise(c=>{const {dialog:d,overlay:e}=this.createDialog(a,b);d.querySelector(".ok").onclick=()=>{this.closeDialog(d,e);c("confirm"===a)};"confirm"===a&&(d.querySelector(".cancel").onclick=()=>{this.closeDialog(d,e);c(!1)})})}},nativeAlert=window.alert,nativeConfirm=
+window.confirm;window.alert=function(a){a instanceof Error&&(a=a.message);return DialogManager.showDialog("alert",a)};window.confirm=function(a){return DialogManager.showDialog("confirm",a)};const nodrag_tds=["input","select","a"],nodrag_cls="nodrag";
+var UaDrag=function(a){return function(b){let c=0,d=0,e=0,f=0;const l=function(g){g=g||window.event;g.preventDefault();c=e-g.clientX;d=f-g.clientY;e=g.clientX;f=g.clientY;b.style.top=b.offsetTop-d+"px";b.style.left=b.offsetLeft-c+"px"},h=function(){document.onmouseup=null;document.onmousemove=null};b.onmousedown=function(g){g=g||window.event;let k=g.target;!(k=k||null)||nodrag_tds.includes(k.tagName.toLowerCase())||k.classList.contains(nodrag_cls)||(g.preventDefault(),e=g.clientX,f=g.clientY,document.onmouseup=
+h,document.onmousemove=l)}}(a)};const UaJtfh=()=>({rows:[],init(){this.rows=[];return this},insert(a){this.rows.unshift(a);return this},append(a){this.rows.push(a);return this},text(a=""){return this.rows.join(a)},html(a=""){return this.rows.join(a).replace(/\s+|\[rn\]/g," ")}});function formatRow(a,b){return a.map((c,d)=>{d=b[d];return 0>d?c.toString().padStart(Math.abs(d)," "):c.toString().padEnd(d," ")}).join(" ")}
+var UaLog={callHide:function(){},callShow:function(){},active:!1,wind:null,x:null,y:null,z:null,max_length:2E3,msg_id:"ualogmsg_",new:function(){null==this.wind&&(this.wind=UaWindowAdm.create("ualog_id"));this.wind.setHtml('\n           <button type="button" class="clear " onclick="javascript:UaLog.cls();">Clear</button>\n           <button type="button" class="close " onclick="javascript:UaLog.close();">Close</button>\n           <pre id="ualogmsg_" ></pre>');this.wind.addClassStyle("inv");this.x?
+this.wind.vw_vh().setXY(this.x,this.y,-1):this.wind.setCenter(-1);this.z&&this.wind.setZ(this.z);return this},setXY(a,b){this.x=a;this.y=b;return this},setZ(a){this.z=a;return this},prn_(...a){a=a.join("\n");let b=document.getElementById(this.msg_id);b.textContent=b.textContent+a+"\n"},print(...a){null!=this.wind&&this.active&&this.prn_(...a)},log(...a){null!=this.wind&&this.prn_(...a)},log_show(...a){null!=this.wind&&(this.active||this.toggle(),this.prn_(...a))},cls(){if(null!=this.wind)return document.getElementById(this.msg_id).innerHTML=
+"",this},close(){null!=this.wind&&(this.wind.hide(),this.active=!1,this.callHide())},toggle(){null!=this.wind&&(this.active?(this.active=!1,this.wind.hide(),this.callHide()):(this.active=!0,this.wind.show(),this.callShow()))}};var UaWindowAdm={ws:{},create(a,b=null){let c=document.getElementById(a);c||(c=document.createElement("div"),b?document.getElementById(b).appendChild(c):document.body.appendChild(c),c.id=a,c.setAttribute("data-name","ua-window"),b=this.newUaWindow(c),this.ws[a]=b);a=this.ws[a];c.style.display="none";return a},get(a){return this.ws[a]?this.ws[a]:null},show(a){this.ws[a]&&this.ws[a].show()},close(a){this.ws[a]&&this.ws[a].close()},toggle(a){this.ws[a]&&this.ws[a].toggle()},hide(a){this.ws[a]&&this.ws[a].hide()},
+closeThis(a){a=a.closest('[data-name="ua-window"]').id;this.ws[a].close()},showAll(){for(let a in this.ws)this.ws[a].show()},hideAll(){for(let a in this.ws)this.ws[a].hide()},closeAll(){for(let a in this.ws)this.ws[a].close()},remove(a){this.ws[a]&&(document.getElementById(a).remove(),this.ws[a]=null,delete this.ws[a])},removeAll(){for(let a in this.ws)this.remove(a);this.ws={}},newUaWindow(a){let b={initialize(c){this.w=c;this.wy=this.wx="0px";this.isVisible=this.isOpen=!1;this.firstShow=!0;this.wz=
+this.pos=0;this.vh=this.vw="px"},vw_vh(){this.vw="vw";this.vh="vh";return this},addClassStyle(c){this.w.classList.contains(c)||this.w.classList.add(c);return this},removeClassStyle(c){this.w.classList.contains(c)&&this.w.classList.remove(c);return this},getWindow(){alert("getWindow => ??");return this.w},getElement(){return this.w},getId(){return this.w.id},setStyle(c){for(const d in c)this.w.style[d]=c[d];return this},setHtml(c){this.w.innerHTML=c;return this},getHtml(){return this.w.innerHTML},
+setXY(c,d,e=0){this.wx=c;this.wy=d;this.pos=e;return this},setCenterY(c,d){this.setXY((window.innerWidth-this.w.clientWidth)/2,c,d);return this},setCenter(c){this.setXY((window.innerWidth-this.w.clientWidth)/2,(window.innerHeight-this.w.clientHeight)/2,c);return this},linkToId(c,d,e,f){c=document.getElementById(c);this.linkToElement(c,d,e,f);return this},linkToElement(c,d,e,f){d=c.offsetLeft+c.offsetWidth+d;c=c.offsetTop+e;0>c&&(c=0);this.setXY(d,c,f);return this},setZ(c){this.wz=c;return this},reset(){this.firstShow=
+!0;return this},toggle(){this.isVisible?this.hide():this.show();return this},show(){if(this.firstShow||1==this.pos||0===this.pos&&!1===this.isVisible)this.w.style.position="absolute",this.w.style.marginLeft=0,this.w.style.marginTop=0,this.w.style.top=`${this.wy}${this.vh}`,0<=this.wx?this.w.style.left=`${this.wx}${this.vw}`:this.w.style.right=-`${this.wx}${this.vw}`,0<this.wz&&(this.w.style.zIndex=this.wz);this.w.style.display="";this.firstShow=!1;this.isOpen=this.isVisible=!0;return this},hide(){this.w.style.display=
+"none";this.isVisible=!1;return this},close(){this.w.style.display="none";this.w.innerHTML="";this.isOpen=!1;return this},remove(){UaWindowAdm.remove(this.w.id);return null},drag(){UaDrag(this.w);return this}};b.initialize(a);return b}};

static/less/dilaog.less

@@ -0,0 +1,68 @@
+/** @format */
+@color1: #ff4500;
+@color3: #e3d50e;
+
+#ualog_ {
+  box-sizing: border-box;
+  width: auto;
+  //   min-width: 300px;
+  height: auto;
+  text-align: center;
+  padding: 2px;
+  margin: 2px 0 0 0;
+  background: #333333;
+  color: #ffffff;
+  font-size: 16px;
+  font-weight: normal;
+  border-radius: 9px;
+  border: 1px solid #999999;
+
+  button {
+    padding: 5px;
+    margin: 0 5px;
+    font-size: 18px;
+    font-weight: bold;
+    border: 2px solid #888888;
+    border-radius: 10px;
+    color: #000000;
+
+    &:hover {
+      cursor: pointer;
+      text-decoration: underline;
+    }
+  }
+  button.close {
+    background: lighten(@color1, -10%);
+    &:hover {
+      background: lighten(@color1, 20%);
+      border-color: darken(@color1, 20%);
+    }
+  }
+  button.clear {
+    background: lighten(@color3, -10%);
+    &:hover {
+      background: lighten(@color3, 20%);
+      border-color: darken(@color3, 20%);
+    }
+  }
+
+  pre {
+    box-sizing: border-box;
+    width: auto;
+    min-width: 400px;
+    max-width: 400px;
+    max-height: 500px;
+    text-align: left;
+    font-size: 16px;
+    font-family: monospace;
+    padding: 2px;
+    margin: 2px 2px 2px 2px;
+    color: #ffffff;
+    background: #111111;
+    overflow: auto;
+    scrollbar-color: #23eb04 #454444;
+    scrollbar-width: auto;
+    // white-space: pre-wrap;
+    word-wrap: break-word;
+  }
+}

static/less/ragquery.less

@@ -0,0 +1,1110 @@
+/** @format */
+
+html,
+body,
+div,
+span,
+table,
+td,
+label,
+p,
+a,
+input,
+ul,
+li,
+button {
+  padding: 0;
+  margin: 0;
+  font-family: @fsans;
+}
+
+.bb0 {
+  background: #daee59 !important;
+}
+.bb1 {
+  background: #5487fc !important;
+}
+
+html {
+  background: @contaniner-bg;
+  // scrollbar-width: 8px;
+  // scrollbar-color: #00d3a2 #676767; /* Colore della barra di scorrimento e dello sfondo */
+}
+
+body {
+  background: @contaniner-bg;
+  box-sizing: border-box;
+  min-height: 100vh;
+  height: 100vh;
+  position: relative;
+  padding: 0;
+  margin: 0;
+  overflow: hidden;
+  font-family: @fsans;
+  font-weight: normal;
+}
+// spinner
+.spinner {
+  z-index: 1000;
+  position: absolute;
+  top: 70vh;
+  left: 50vw;
+  transform: translate(-50%, -50%);
+  cursor: pointer;
+  display: none;
+  align-items: center;
+
+  .pulse-icon {
+    width: 20px;
+    height: 20px;
+    background-color: #ff8c00; // Arancione
+    border-radius: 50%;
+    animation: pulse 1.5s ease-in-out infinite;
+  }
+
+  .stop-message {
+    margin-left: 15px;
+    background-color: inherit;
+    color: #8f8a8a;
+    padding: 8px 15px;
+    border-radius: 10px;
+    font-size: 22px;
+    font-weight: bold;
+    opacity: 1;
+    transition: opacity 0.3s;
+  }
+
+  &:hover .stop-message {
+    color: @text-color;
+    background: @btn-hover;
+    opacity: 1;
+  }
+}
+
+@keyframes pulse {
+  0% {
+    transform: scale(0.6);
+    box-shadow: 0 0 0 0 rgba(255, 140, 0, 0.7); // Arancione con opacità
+  }
+
+  70% {
+    transform: scale(1.4);
+    box-shadow: 0 0 0 20px rgba(255, 140, 0, 0); // Arancione completamente trasparente
+  }
+
+  100% {
+    transform: scale(0.6);
+    box-shadow: 0 0 0 0 rgba(255, 140, 0, 0); // Arancione completamente trasparente
+  }
+}
+
+.show-spinner {
+  display: flex;
+}
+///////////////
+
+.theme-dark {
+  .btn-light {
+    display: inline-block !important;
+  }
+}
+
+.theme-light {
+  .btn-dark {
+    display: inline-block !important;
+  }
+}
+
+.invert {
+  // filter: invert(100%);
+  filter: invert(100%) hue-rotate(180deg);
+}
+
+.invert .tt-top::before,
+.invert .tt-left::before,
+.invert .tt-right::before,
+.invert .tt-bottom::before,
+.inver svg,
+.invert img,
+.invert video,
+.invert iframe,
+.invert .inv {
+  // filter: none;
+  // filter: invert(100%);
+  filter: invert(100%) hue-rotate(180deg);
+}
+
+//UA Bottoni tema
+.btn-theme {
+  position: fixed;
+  top: 0;
+  right: 10vw;
+  height: 4vh;
+  background: inherit;
+  font-weight: bold;
+  margin-left: 5vw;
+  margin-top: 0.5vh;
+  z-index: 2000;
+  button {
+    color: #ffffff;
+    border: none;
+    background: none;
+    cursor: pointer;
+    padding: 5px;
+    display: none;
+    svg {
+      width: 24px;
+      height: 24px;
+      stroke: currentColor;
+    }
+  }
+}
+
+/////////////////
+.upload {
+  @primary-color: darken(@color2, 25%);
+  @background-color: #121212;
+  @surface-color: #1e1e1e;
+  @btn-text-color: #000000;
+  @border-radius: 4px;
+
+  background-color: @surface-color;
+  padding: 2em;
+  padding-top: 0;
+  margin: 0;
+  border-radius: @border-radius;
+  box-shadow: 0 2px 4px rgba(0, 0, 0, 0.5);
+  text-align: center;
+
+  h4 {
+    color: @text-color;
+    margin-bottom: 1em;
+  }
+
+  form {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+
+    .file {
+      background-color: @background-color;
+      border: 1px solid lighten(@surface-color, 20%);
+      color: @text-color;
+      padding: 0.5em;
+      margin-bottom: 1em;
+      border-radius: @border-radius;
+      width: 100%;
+      box-sizing: border-box;
+
+      &::file-selector-button {
+        background-color: @primary-color;
+        color: @text-color;
+        // color: #000000;
+        border: none;
+        padding: 0.5em 1em;
+        border-radius: @border-radius;
+        cursor: pointer;
+
+        &:hover {
+          background-color: darken(@primary-color, 10%);
+        }
+      }
+    }
+
+    button {
+      background-color: @primary-color;
+      color: @text-color;
+      border: none;
+      padding: 0.5em 1em;
+      border-radius: @border-radius;
+      cursor: pointer;
+      width: 100%;
+      box-sizing: border-box;
+
+      &:hover {
+        background-color: darken(@primary-color, 10%);
+      }
+    }
+  }
+
+  .result {
+    width: 100%;
+    background: @output-bg;
+    color: @text-color;
+    font-size: @fsize-result;
+    font-weight: normal;
+    text-align: left;
+  }
+}
+
+@fserif: Georigia, "Ties New Roman", serif;
+@fsans: arial, verdana, Helvetica, sans-serif;
+
+// @fsize-menu: calc(10px + 1vw);
+@fsize-out: 20px;
+@fsize-inp: 20px;
+@fsize-help: 18px;
+@fsize-btn-close: 22px;
+@fsize-result: 15px;
+@fsize-msg: 15px;
+
+@base-bg: #000000;
+@text-color: #fff;
+@color1: #ff4500;
+@color2: #00bd97;
+@color3: #e3d50e;
+@color_red: #cc3a05; // Colore di sfondo del tooltip
+
+@contaniner-bg: lighten(@base-bg, 10%);
+@border-shadow: lighten(@contaniner-bg, 20%);
+
+@btn-bg: lighten(@contaniner-bg, 10%);
+@btn-hover: lighten(@btn-bg, 15%);
+@btn-color: darken(@text-color, 10%);
+@btn-hover-fg: lighten(@color2, 10%);
+
+@border-hover: @color2;
+@border-input: @color1;
+// window
+@wnd-bg: lighten(@base-bg, 10%);
+@wnd-border-shadow: darken(@color3, 10%);
+@wnd-pre-color: lighten(@color3, 30%);
+//output
+@output-bg: darken(@contaniner-bg, 15%);
+@btn-copied: darken(@color2, 20%);
+@text-copied-bg: lighten(@output-bg, 5%);
+@text-copied: lighten(@color2, 20%);
+@input-bg: darken(@contaniner-bg, 15%);
+
+@btn-send-bg: darken(@color1, 20%);
+@btn-send-fg: @text-color;
+@btn-send-hover-bg: lighten(@btn-send-bg, 20%);
+
+@btn-send2-bg: darken(@color2, 20%);
+@btn-send2-hover-bg: lighten(@btn-send2-bg, 15%);
+
+.copied {
+  background-color: @text-copied-bg !important;
+  color: @text-copied !important;
+}
+
+div.container {
+  background: @contaniner-bg;
+  box-sizing: border-box;
+  position: relative;
+  top: 5vh;
+  left: 0;
+  height: 95vh;
+  margin: 0;
+  padding: 0;
+  transition: margin-left 0.5s ease;
+  display: flex;
+  flex-direction: column;
+  justify-content: flex-start;
+  align-items: stretch;
+  flex-wrap: nowrap;
+  overflow-y: auto;
+  overflow-x: auto;
+
+  div.item {
+    box-sizing: border-box;
+    min-height: 50px;
+    margin: 0;
+    padding: 0;
+  }
+
+  div.item1 {
+    flex: 5;
+    padding-top: 0.5vh;
+    padding-right: 0.5vw;
+    padding-left: 0.5vw;
+    padding-bottom: 10vh;
+
+    .output-wrapper {
+      background-color: @contaniner-bg;
+      border-radius: 20px;
+      position: relative;
+      bottom: 0;
+      right: 0;
+      left: 0;
+      width: 100%;
+      height: 100%;
+      display: flex;
+      flex-direction: row;
+      align-items: flex-start;
+      .text-out {
+        flex: 1;
+        box-sizing: border-box;
+        background: @output-bg;
+        color: @text-color;
+        border: none;
+        padding: 2px;
+        margin: 0;
+        min-width: 50vw;
+        height: 100%;
+        border-radius: 10px;
+        overflow-y: auto;
+        outline: none;
+        box-shadow: 0 0 0 2px @border-shadow;
+        &:hover {
+          box-shadow: 0 0 0 2px @border-hover;
+        }
+
+        .pre-text {
+          white-space: pre-wrap;
+          word-wrap: break-word;
+          font-family: @fsans;
+          font-size: @fsize-out;
+          line-height: 1.5;
+          padding: 2px;
+          margin: 0;
+          height: 100%;
+          box-sizing: border-box;
+          // FIXME scroll
+          overflow-y: auto;
+          scroll-behavior: smooth;
+          &.copied {
+            background-color: @text-copied-bg;
+            color: @text-copied;
+          }
+        }
+        .div-text {
+          white-space: pre-wrap;
+          word-wrap: break-word;
+          font-family: @fsans;
+          font-size: @fsize-out;
+          line-height: 1.5;
+          padding: 2px;
+          margin: 0;
+          height: 100%;
+          box-sizing: border-box;
+          overflow-y: scroll;
+        }
+        .user {
+          border: 2px solid @color2 !important;
+          border-radius: 10px;
+          padding: 2px 2px 3px 10px;
+          margin: 2px 5px 5px 150px;
+          b {
+            font-weight: bold;
+            text-decoration: underline;
+            color: @color1;
+            padding-bottom: 5px;
+          }
+        }
+        .assistant {
+          border: 2px solid @color1 !important;
+          border-radius: 10px;
+          padding: 2px 2px 3px 10px;
+          margin: 2px 90px 5px 6px;
+          b {
+            font-weight: bold;
+            text-decoration: underline;
+            color: @color2;
+            padding-bottom: 5px;
+          }
+        }
+      }
+    }
+
+    .output-actions {
+      display: flex;
+      flex-direction: column;
+      align-items: flex-end;
+      margin-left: 0.5vw;
+      margin-right: 0.5vw;
+
+      .copy-output,
+      .wnd-output,
+      .clear-output {
+        box-sizing: border-box;
+        background-color: @btn-bg;
+        color: @text-color;
+        border: none;
+        padding: 10px;
+        cursor: pointer;
+        border-radius: 50%;
+        width: 40px;
+        height: 40px;
+        display: flex;
+        align-items: center;
+        margin-bottom: 5px;
+        transition: background-color 0.3s;
+
+        &:hover {
+          background-color: @btn-hover;
+        }
+      }
+
+      .copy-output {
+        transition: background-color 0.3s, transform 0.3s;
+
+        &.copied {
+          background: @btn-hover-fg;
+          transform: scale(1.2);
+        }
+        .copy-icon {
+          fill: @text-color;
+          width: 24px;
+          height: 24px;
+
+          &:hover {
+            fill: @btn-hover-fg;
+          }
+        }
+      }
+      .clear-output,
+      .wnd-output {
+        transition: background-color 0.3s, transform 0.3s;
+        .icon {
+          fill: @text-color;
+          width: 24px;
+          height: 24px;
+
+          &:hover {
+            fill: @btn-hover-fg;
+          }
+        }
+      }
+    }
+  }
+}
+
+////////////////////
+*:hover {
+  outline: none;
+  caret-color: transparent;
+}
+
+textarea:focus {
+  caret-color: auto;
+}
+
+///////////////////
+
+div.item2 {
+  flex: 2;
+  padding-top: 0;
+  padding-bottom: 0;
+  padding-right: 0.5vw;
+  padding-left: 0.5vw;
+
+  .input-wrapper {
+    background-color: @contaniner-bg;
+    border-radius: 20px;
+    position: relative;
+    bottom: 2vh;
+    right: 0;
+    left: 0;
+    width: 100%;
+    height: 100%;
+    display: flex;
+    flex-direction: row;
+    align-items: flex-start;
+
+    &:focus-within .clear-button {
+      display: block;
+    }
+
+    .text-input {
+      flex: 1;
+      font-size: @fsize-inp;
+      font-family: @fsans;
+      resize: none;
+      box-sizing: border-box;
+      background: @input-bg;
+      color: @text-color;
+      border: none;
+      padding: 2px;
+      padding-right: 40px;
+      height: 100%;
+      margin-left: 5px;
+      border-radius: 10px;
+      overflow-y: auto;
+      outline: none;
+      box-shadow: 0 0 0 2px @border-shadow;
+      &:hover {
+        box-shadow: 0 0 0 2px @border-hover;
+      }
+
+      &:focus {
+        box-shadow: 0 0 0 2px @border-input;
+      }
+    }
+
+    .clear-button {
+      position: absolute;
+      right: 60px;
+      top: 19vh;
+      padding: 5px;
+      border-radius: 50%;
+      background: @btn-bg;
+      border: none;
+      font-size: 20px;
+      cursor: pointer;
+      color: darken(@text-color, 20%);
+      display: none;
+      &:hover {
+        font-weight: bold;
+        background: @btn-hover;
+        color: @text-color;
+      }
+    }
+
+    .input-actions {
+      display: flex;
+      flex-direction: column;
+      margin-left: 0.5vw;
+      margin-right: 0.5vw;
+
+      .send-input,
+      .send2-input,
+      .clear-input {
+        box-sizing: border-box;
+        background-color: @btn-bg;
+        color: @text-color;
+        border: none;
+        padding: 10px;
+        cursor: pointer;
+        border-radius: 50%;
+        width: 40px;
+        height: 40px;
+        margin-bottom: 5px;
+        transition: background-color 0.3s;
+
+        &:hover {
+          background-color: @btn-hover;
+        }
+      }
+
+      .send-input {
+        background: @btn-send-bg;
+
+        &:hover {
+          background: @btn-send-hover-bg;
+        }
+      }
+
+      .send2-input {
+        background: @btn-send2-bg;
+
+        &:hover {
+          background: @btn-send2-hover-bg;
+        }
+      }
+
+      .clear-input {
+        background: @btn-bg;
+        color: @btn-color;
+        &:hover {
+          background: @btn-hover;
+          color: @btn-hover-fg;
+        }
+      }
+    }
+  }
+}
+
+// menu_h
+@fsize-upload: 20px;
+@fsize-log: 14px;
+@fsize-menu: 14px;
+
+@menu-width: 16vw;
+@menu-bg: darken(@contaniner-bg, 35%);
+@menu-border: lighten(@menu-bg, 20%);
+@menu-fg: @text-color;
+@menu-icon-fg: #aea7a7;
+@menu-icon-hover: lighten(@color1, 00%);
+
+.menu-open {
+  .container {
+    margin-left: @menu-width;
+  }
+
+  .menu-box {
+    left: 0 !important;
+  }
+}
+
+// UA meu-h
+div.menu-h {
+  background-color: lighten(@menu-bg, 10%);
+  position: fixed;
+  top: 0;
+  left: 0;
+  width: 100vw;
+  height: 4.5vh;
+  padding: 0;
+  margin: 0;
+  outline: none;
+  box-shadow: 0 0 0 2px @border-shadow;
+  z-index: 100;
+
+  .release {
+    background: inherit;
+    color: lighten(@text-color, 0%);
+    font-size: @fsize-msg;
+    font-weight: normal;
+    margin-left: 0.6vw;
+    margin-top: 0.8vh;
+    position: fixed;
+    top: 0.2vh;
+    right: 0.4vw;
+    height: 4vh;
+  }
+  /////////
+
+  .menu-btn {
+    appearance: none;
+  }
+
+  .menu-btn:checked + .menu-icon .nav-icon::before {
+    content: "X";
+  }
+
+  .menu-icon {
+    box-sizing: border-box;
+    background-color: inherit;
+    display: block;
+    position: absolute;
+    margin-left: 2vw;
+    top: 0;
+    left: 0;
+    width: 25px;
+    height: 100%;
+    cursor: pointer;
+    padding: 2px 2px;
+    z-index: 1;
+  }
+
+  .menu-icon:hover .nav-icon::before {
+    color: @menu-icon-hover;
+    // background-color: @menu-icon-hover;
+  }
+
+  .nav-icon::before {
+    content: "☰";
+    position: absolute;
+    left: 0;
+    color: @menu-icon-fg;
+    font-size: 25px;
+    transition-duration: 0.25s;
+  }
+
+  ////////////
+  /*
+  .menu-btn {
+    appearance: none;
+  }
+
+  .menu-btn:checked {
+    & + .menu-icon {
+      border: 1px solid @menu-border;
+
+      .nav-icon {
+        transform: rotate(45deg);
+
+        &::before {
+          top: 0;
+        }
+
+        &::after {
+          top: 0;
+          transform: rotate(90deg);
+        }
+      }
+    }
+  }
+
+  .menu-icon {
+    box-sizing: border-box;
+    background-color: inherit;
+    display: block;
+    position: absolute;
+    margin-left: 2vw;
+    top: 0;
+    left: 0;
+    width: 25px;
+    height: 100%;
+    cursor: pointer;
+    padding: 2px 2px;
+    z-index: 1;
+
+    &:hover {
+      .nav-icon,
+      .nav-icon::before,
+      .nav-icon::after {
+        background-color: @menu-icon-hover;
+      }
+    }
+
+    .nav-icon {
+      background-color: @menu-icon-fg;
+      display: block;
+      position: absolute;
+      top: 14px;
+      left: 0;
+      width: 25px;
+      height: 2px;
+      transition-duration: 0.25s;
+    }
+
+    .nav-icon::before,
+    .nav-icon::after {
+      content: "";
+      position: absolute;
+      left: 0;
+      background-color: inherit;
+      width: inherit;
+      height: inherit;
+    }
+
+    .nav-icon::before {
+      top: -8px;
+    }
+
+    .nav-icon::after {
+      top: 8px;
+    }
+  }
+    */
+  /////////////
+
+  .head-wrapper {
+    position: absolute;
+    top: 0;
+    left: 5vw;
+    height: 4vh;
+    padding: 0;
+    margin: 0;
+    display: inline-flex;
+    flex-direction: row;
+    flex-wrap: nowrap;
+    align-items: center;
+    justify-content: flex-start;
+
+    .log,
+    .help,
+    .upload,
+    .upload-dir {
+      margin-top: 2px;
+      margin-left: 30px;
+      margin-right: 0;
+      padding: 5px 5px 0 5px;
+      border: none;
+      cursor: pointer;
+      border-radius: 20%;
+      font-size: @fsize-upload;
+      color: @text-color;
+      background: @btn-bg;
+      max-height: 4vh;
+
+      &:hover {
+        background: @btn-hover;
+      }
+    }
+  }
+
+  .upload,
+  .upload-dir {
+    transition: background-color 0.3s, transform 0.3s;
+    .icon {
+      fill: @text-color;
+      width: 24px;
+      height: 24px;
+
+      &:hover {
+        fill: @btn-hover-fg;
+      }
+    }
+  }
+
+  .log {
+    font-size: @fsize-log !important;
+    font-weight: normal !important;
+    background: darken(@color1, 20%) !important;
+    &:hover {
+      background: darken(@color1, 10%) !important;
+    }
+    &.active {
+      background: darken(@color2, 20%) !important;
+
+      &:hover {
+        background: darken(@color2, 10%) !important;
+      }
+    }
+  }
+
+  div.menu-box {
+    position: fixed;
+    top: 5vh;
+    left: -2000px;
+    height: 95vh;
+    width: @menu-width;
+    transition: left 0.3s ease-out;
+    padding: 0;
+    padding-top: 1vh;
+    padding-left: 0.5vw;
+    z-index: 101;
+    background: lighten(@menu-bg, 5%);
+    box-sizing: border-box;
+    outline: none;
+    box-shadow: 0 0 0 2px @border-shadow;
+    display: flex;
+    flex-direction: column;
+    flex-wrap: nowrap;
+    justify-content: flex-start;
+    align-items: stretch;
+    overflow-y: auto;
+    overflow-x: auto;
+
+    ul {
+      list-style: none;
+      margin: 0;
+      padding: 0;
+      display: flex;
+      flex-direction: column;
+      border-top: 1px solid @menu-border;
+
+      li {
+        border-left: 1px solid @menu-border;
+        border-right: 1px solid @menu-border;
+        border-bottom: 1px solid @menu-border;
+
+        a {
+          color: @menu-fg;
+          font-size: @fsize-menu;
+          font-family: @fsans;
+          font-weight: normal;
+          display: block;
+          margin: 0;
+          padding: 2px 2px 2px 0;
+          text-align: left;
+          text-decoration: none;
+        }
+
+        &:hover {
+          text-decoration: underline;
+          background-color: lighten(@menu-bg, 20%);
+          color: @menu-icon-hover;
+        }
+      }
+      a.delete {
+        text-align: center;
+        font-weight: bold;
+        font-style: italic;
+        color: #ffffff;
+        background: darken(@color1, 10%);
+      }
+      a.help {
+        text-align: center;
+        font-weight: bold;
+        font-style: italic;
+        color: #ffffff;
+        background: darken(@color1, 10%);
+      }
+
+      li.show {
+        background: @base-bg;
+        color: @text-color;
+        width: 100%;
+        text-align: center;
+        box-sizing: border-box;
+
+        &:hover {
+          text-decoration: none;
+        }
+      }
+    }
+  }
+}
+
+// Window
+.window-text {
+  position: relative;
+  top: 0;
+  left: 0;
+  background: @wnd-bg;
+  color: @text-color;
+  border: none;
+  padding: 0 2px 2px 2px;
+  width: 78vw;
+  height: 80vh;
+  border-radius: 10px;
+  box-sizing: border-box;
+  outline: none;
+  box-shadow: 0 0 0 2px @wnd-border-shadow;
+  overflow-y: auto;
+  overflow-x: auto;
+
+  pre.pre-text {
+    color: @wnd-pre-color;
+    white-space: pre-wrap;
+    word-wrap: break-word;
+    font-family: @fserif;
+    font-size: @fsize-help;
+    line-height: 1.6;
+    padding: 2px 2px 2px 2px;
+    margin: 0;
+    text-align: left;
+  }
+
+  div.div-text {
+    color: @wnd-pre-color;
+    word-wrap: break-word;
+    font-family: @fserif;
+    font-size: @fsize-help;
+    padding: 0 2px 0 2px;
+    margin: 0;
+    ul {
+      list-style: none;
+      margin: 0;
+      padding: 0;
+      display: flex;
+      flex-direction: column;
+      border-top: 1px solid @menu-border;
+      li {
+        border-left: 1px solid @menu-border;
+        border-right: 1px solid @menu-border;
+        border-bottom: 1px solid @menu-border;
+        a {
+          color: @menu-fg;
+          font-size: @fsize-menu;
+          font-family: @fsans;
+          font-weight: normal;
+          display: block;
+          margin: 0;
+          padding: 5px 2px 2px 0;
+          text-align: left;
+          text-decoration: none;
+        }
+        &:hover {
+          text-decoration: underline;
+          background-color: lighten(@menu-bg, 20%);
+          color: @menu-icon-hover;
+        }
+      }
+    }
+  }
+  // help
+  div.text {
+    font-size: @fsize-help;
+    font-weight: normal;
+    padding-left: 10px;
+    padding-right: 10px;
+    margin: 0;
+    pre {
+      white-space: pre-wrap;
+      word-wrap: break-word;
+      font-family: @fsans;
+      font-size: @fsize-help;
+      line-height: 1.3;
+      padding: 0 5px 0 5px;
+      margin: 0;
+      text-align: left;
+    }
+    .center {
+      text-align: center;
+      font-size: @fsize-help;
+      font-weight: bold;
+      text-decoration: underline;
+      font-style: italic;
+      color: @color3;
+    }
+    .label {
+      margin: 5px 0 5px 10px;
+      font-size: @fsize-help;
+      font-weight: bold;
+      font-style: italic;
+      color: @color3;
+    }
+    div {
+      font-family: @fsans;
+      font-size: @fsize-help;
+      font-weight: bold;
+      padding-top: 0;
+      padding-bottom: 0;
+      a {
+        background: @base-bg;
+        color: @text-color;
+        font-weight: normal;
+        &:hover {
+          background: lighten(@base-bg, 20%);
+          color: @text-color;
+        }
+      }
+    }
+    p {
+      font-size: @fsize-help;
+      font-weight: normal;
+      font-family: @fsans;
+      text-align: justify;
+      padding-bottom: 9px;
+      padding-right: 0;
+      padding-left: 10px;
+    }
+  }
+}
+
+.btn-wrapper {
+  width: 100%;
+  height: 2vw;
+  position: sticky;
+  top: 0;
+  padding: 0;
+  background: lighten(@wnd-bg, 5%);
+
+  .btn-copy {
+    position: absolute;
+    top: 1px;
+    right: 5vw;
+    box-sizing: border-box;
+    background: inherit;
+    color: @text-color;
+    border: none;
+    cursor: pointer;
+    width: 30px;
+    margin: 0;
+    padding: 0;
+    transition: background-color 0.3s;
+
+    &:hover {
+      background-color: @btn-hover;
+    }
+
+    // &.copied {
+    //   background-color: @btn-copied;
+    //   transform: scale(1.2);
+    // }
+    .copy-icon {
+      fill: @btn-color;
+      width: 20px;
+      height: 20px;
+
+      &:hover {
+        fill: @btn-hover-fg;
+        background: lighten(@wnd-bg, 15%);
+      }
+    }
+  }
+
+  .btn-close {
+    position: absolute;
+    top: 0;
+    right: 2vw;
+    margin: 0;
+    background-color: transparent;
+    border: none;
+    color: @btn-color;
+    font-size: @fsize-btn-close;
+    font-weight: bold;
+    cursor: pointer;
+    outline: none;
+
+    &:hover {
+      color: @btn-hover-fg;
+      background: lighten(@wnd-bg, 15%);
+    }
+  }
+}

static/less/tooltip.less

@@ -0,0 +1,173 @@
+/**
+ * Regolare i valori di calc() per distanze diverse
+ * Aggiungere white-space: normal per tooltip multi-riga
+ * Modificare border-width per frecce più grandi/più piccole
+ * 
+ * Nota importante: 
+ * Il sistema sfrutta l'attributo data-tooltip per il contenuto testuale,
+ * mantenendo HTML semantico e accessibile. 
+ * Per contenuti dinamici, basta modificare l'attributo via JavaScript.
+ * Esmpio:
+ * <span class="menu-h-box tt-right" data-tt="Open">
+ *   <span class="menu-h-inner"></span>
+ * </span>
+ *
+ * @format
+ */
+
+/* ========= VARIABILI LESS ========= */
+@tt-bg: #cc3a05; // Colore di sfondo del tooltip
+@tt-text: #ffffff; // Colore testo del tooltip
+@tt-font: 20px "Arial", sans-serif; // Stile font
+@tt-radius: 4px; // Border-radius
+@tt-shadow: 0 3px 6px #e2ca0e29; // Ombra
+@tt-transition: 0.3s opacity; // Transizione
+@border-width: 6px;
+
+/* ========= BASE TOOLTIP ========= */
+.tt-top,
+.tt-bottom,
+.tt-left,
+.tt-leftx,
+.tt-right {
+  position: relative;
+  // cursor: help;
+  transition: 0.2s transform;
+
+  // Pseudo-elementi comuni
+  &::before,
+  &::after {
+    position: absolute;
+    opacity: 0;
+    pointer-events: none;
+    z-index: 9999;
+    transition: @tt-transition;
+  }
+
+  // Testo del tooltip
+  &::before {
+    content: attr(data-tt);
+    background: @tt-bg;
+    color: @tt-text;
+    font: @tt-font;
+    font-weight: normal;
+    // padding: 8px 16px;
+    padding: 4px 10px;
+    border-radius: @tt-radius;
+    box-shadow: @tt-shadow;
+    // border: 2px solid yellow;
+    white-space: nowrap;
+  }
+
+  // Freccia
+  // &::after {
+  //   content: "";
+  //   border: @border-width solid transparent;
+  // }
+
+  // Hover states
+  &:hover {
+    &::before,
+    &::after {
+      opacity: 1;
+    }
+  }
+}
+
+/* ========= POSIZIONAMENTI ========= */
+.tt-top {
+  &::before {
+    bottom: ~"calc(100% + 12px)"; // Posizionato sopra l'elemento di 12px
+    left: 50%; // Centrato orizzontalmente
+    transform: translateX(-50%); // Spostato indietro del 50% della sua larghezza
+  }
+
+  // &::after {
+  //   border-top-color: @tt-bg; // Colore del bordo superiore per la freccia
+  //   bottom: ~"calc(100% + 0px)"; // Posizionato sopra l'elemento
+  //   left: 50%; // Centrato orizzontalmente
+  //   transform: translateX(-50%); // Spostato indietro del 50% della sua larghezza
+  // }
+}
+
+.tt-bottom {
+  &::before {
+    top: ~"calc(100% + 12px)"; // Posizionato sotto l'elemento di 12px
+    left: 50%; // Centrato orizzontalmente
+    transform: translateX(-50%); // Spostato indietro del 50% della sua larghezza
+  }
+
+  // &::after {
+  //   border-bottom-color: @tt-bg; // Colore del bordo inferiore per la freccia
+  //   top: ~"calc(100% + 0px)"; // Posizionato sotto l'elemento
+  //   left: 50%; // Centrato orizzontalmente
+  //   transform: translateX(-50%); // Spostato indietro del 50% della sua larghezza
+  // }
+}
+
+.tt-left {
+  &::before {
+    right: ~"calc(50% + 0px)";
+    top: ~"calc(100% + 22px)";
+    transform: translateY(-50%);
+  }
+
+  // &::after {
+  //   border-left-color: @tt-bg;
+  //   right: ~"calc(100% + 0px)";
+  //   top: 50%;
+  //   transform: translateY(-50%);
+  // }
+}
+
+.tt-leftx {
+  &::before {
+    right: ~"calc(50% + 20px)";
+    top: ~"calc(100% + 22px)";
+    transform: translateY(-80%);
+  }
+}
+
+// .tt-left {
+//   &::before {
+//     right: ~"calc(100% + 12px)"; // Posizionato a sinistra dell'elemento di 12px
+//     top: 50%; // Centrato verticalmente
+//     transform: translateY(-50%); // Spostato in alto del 50% della sua altezza
+//   }
+
+//   &::after {
+//     border-left-color: @tt-bg; // Colore del bordo sinistro per la freccia
+//     right: ~"calc(100% + 0px)"; // Posizionato a sinistra dell'elemento
+//     top: 50%; // Centrato verticalmente
+//     transform: translateY(-50%); // Spostato in alto del 50% della sua altezza
+//   }
+// }
+
+.tt-right {
+  &::before {
+    left: ~"calc(100% + 12px)"; // Posizionato a destra dell'elemento di 12px
+    top: 50%; // Centrato verticalmente
+    transform: translateY(50%); // Spostato in alto del 50% della sua altezza
+  }
+  // &::after {
+  //   border-right-color: @tt-bg; // Colore del bordo destro per la freccia
+  //   left: ~"calc(100% + 0px)"; // Posizionato a destra dell'elemento
+  //   top: 50%; // Centrato verticalmente
+  //   transform: translateY(-50%); // Spostato in alto del 50% della sua altezza
+  // }
+}
+
+// .tt-right {
+//   &::before {
+//     left: ~"calc(100% + 12px)"; // Posizionato a destra dell'elemento di 12px
+//     top: 50%; // Centrato verticalmente
+//     transform: translateY(-50%); // Spostato in alto del 50% della sua altezza
+//   }
+
+//   &::after {
+//     border-right-color: @tt-bg; // Colore del bordo destro per la freccia
+//     left: ~"calc(100% + 0px)"; // Posizionato a destra dell'elemento
+//     top: 50%; // Centrato verticalmente
+//     transform: translateY(-50%); // Spostato in alto del 50% della sua altezza
+//   }
+// }

static/less/uadialog.less

@@ -0,0 +1,123 @@
+/**
+ * ========= VARIABILI =========
+ *
+ * @format
+ */
+
+@dialog-bg: #2d2d2d;
+@dialog-text: #f5f5f5;
+@overlay-bg: rgba(0, 0, 0, 0.7);
+@confirm-color: #4caf50;
+@cancel-color: #f44336;
+@border-radius: 12px;
+@transition-speed: 0.3s;
+
+/* ========= DIALOGHI ========= */
+.confirm-dialog,
+.alert-dialog {
+  position: fixed;
+  top: 50%;
+  left: 50%;
+  transform: translate(-50%, -50%) scale(0.9);
+  opacity: 0;
+  visibility: hidden;
+  background: @dialog-bg;
+  padding: 2rem;
+  border-radius: @border-radius;
+  box-shadow: 0 8px 32px rgba(0, 0, 0, 0.3);
+  z-index: 10001;
+  min-width: 320px;
+  max-width: 90%;
+  transition: all @transition-speed cubic-bezier(0.4, 0, 0.2, 1);
+
+  &.show {
+    opacity: 1;
+    visibility: visible;
+    transform: translate(-50%, -50%) scale(1);
+  }
+
+  h4 {
+    margin: 0 0 2rem;
+    color: @dialog-text;
+    font-size: 1.25rem;
+    font-weight: 500;
+    line-height: 1.4;
+    text-align: center;
+  }
+
+  .buttons {
+    display: flex;
+    gap: 1rem;
+    justify-content: center;
+  }
+
+  button {
+    border: none;
+    padding: 0.75rem 1.5rem;
+    border-radius: 6px;
+    font-weight: 500;
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
+    cursor: pointer;
+    transition: all 0.2s ease;
+
+    &:focus {
+      outline: 2px solid rgba(255, 255, 255, 0.5);
+      outline-offset: 2px;
+    }
+
+    &.ok {
+      background: @confirm-color;
+      color: white;
+
+      &:hover {
+        background: darken(@confirm-color, 8%);
+      }
+    }
+
+    &.cancel {
+      background: @cancel-color;
+      color: white;
+
+      &:hover {
+        background: darken(@cancel-color, 8%);
+      }
+    }
+  }
+}
+
+/* ========= DIFFERENZIAZIONE DIALOGHI ========= */
+.confirm-dialog {
+  border: 2px solid @confirm-color;
+}
+
+.alert-dialog {
+  border: 2px solid #2196f3;
+
+  .ok {
+    background: #2196f3;
+
+    &:hover {
+      background: darken(#2196f3, 8%);
+    }
+  }
+}
+
+/* ========= OVERLAY ========= */
+.overlay {
+  position: fixed;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  background: @overlay-bg;
+  opacity: 0;
+  visibility: hidden;
+  z-index: 10000;
+  transition: opacity @transition-speed ease;
+
+  &.show {
+    opacity: 1;
+    visibility: visible;
+  }
+}

static/ragrqs.html

@@ -5,28 +5,36 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <meta name="description" content="Author:Giuseppe Materni" />
-    <title>RagRqs</title>
+    <title>RagqQuery</title>
 
-    <link rel="stylesheet" href="css/ragrqs.min.css" />
-    <script src="js/ragrqs.min.js"></script>
+    <link rel="stylesheet" href="css/ragquery.min.css" />
+    <script src="js/ragquery.min.js"></script>
 
-    <!-- <link rel="stylesheet" href="less/normalize.css" />
-    <link rel="stylesheet/less" href="less/ragrqs.less" />
+
+    <!-- 
+    <link rel="stylesheet" href="less/normalize.css" />
+    <link rel="stylesheet/less" href="less/ragquery.less" />
+    <link rel="stylesheet/less" href="less/uadialog.less" />
     <link rel="stylesheet/less" href="less/ualog3.less" />
-    <script src="less/less.js"></script>    
-    <script src="javascript/uadrag.js"></script>
-    <script src="javascript/uawindow.js"></script>
-    <script src="javascript/uajtfh.js"></script>
-    <script src="javascript/ualog3.js"></script>   
+    <link rel="stylesheet/less" href="less/tooltip.less" />
+    <script src="lessm/less.min.js"></script>
+
+    <script src="javascript/app.js"></script>
+    <script src="javascript/client_llm.js"></script>
     <script src="javascript/rag_cleaner.js"></script>
     <script src="javascript/rag_data_mgr.js"></script>
     <script src="javascript/rag_http.js"></script>
     <script src="javascript/rag_mgr.js"></script>
     <script src="javascript/rag_prompts.js"></script>
+    <script src="javascript/rag_payload.js"></script>
     <script src="javascript/rag_upload.js"></script>
     <script src="javascript/rag_ui.js"></script>
-    <script src="javascript/rag_env.js"></script>
-    <script src="javascript/app.js"></script> --> -->
+    <script src="javascript/uadialog.js"></script>
+    <script src="javascript/uadrag.js"></script>
+    <script src="javascript/uajtfh.js"></script>
+    <script src="javascript/ualog3.js"></script>
+    <script src="javascript/uawindow.js"></script>
+    <script src="javascript/help.js"></script> -->
 
   <body>
     <div id="spinner" class="spinner">
@@ -36,33 +44,33 @@
 
     <div class="menu-h">
 
-      <input id="id-menu-btn" name="id-menu-btn" class="menu-btn" type="checkbox" />
+      <input id="id-menu-btn" name="id-menu-btn" class="menu-btn tt-right" data-tt="Open" type="checkbox" />
       <label for="id-menu-btn" class="menu-icon">
         <span class="nav-icon"></span>
       </label>
 
       <div class="head-wrapper">
-        <button class="help" onclick="Menu.help();" title="Istruzioni">?</button>
-        <button class="upload" onclick="Menu.upload();" ; title="Upload files">
+        <button class="help tt-bottom" onclick="Menu.help();" data-tt="Istruzioni">?</button>
+        <button class="upload tt-bottom" onclick="Menu.upload();" ; data-tt="Upload files">
           <svg class="icon" viewBox="0 0 24 24">
             <path d="M20 15v2H4v-2H2v5h20v-5zM13 5V1h-2v4H7l5 5 5-5z" fill="none" stroke="#FFFFFF" stroke-width="2" />
           </svg>
         </button>
-        <button class="upload" onclick="Menu.uploadDir();" ; title="Upload dir">
+        <button class="upload tt-bottom" onclick="Menu.uploadDir();" ; data-tt="Upload dir">
           <svg class="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
             <path d="M20 6h-8l-2-2H4C2.9 4 2 4.9 2 6v12c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V8c0-1.1-.9-2-2-2zm-8 7H8v2h4v-2zm6 0h-4v2h4v-2zm0-4H8v2h10V9z" fill="none" stroke="#FFFFFF" stroke-width="2" />
           </svg>
         </button>
-        <button class="log active" id="id_log" onclick="Menu.log();" title="Log">Log</button>
+        <button class="log active inv" id="id_log" onclick="Menu.log();">Log</button>
         <label class="release"></label>
 
         <div class="btn-theme">
-          <button class="btn-dark" title="Tema scuro" onclick="setDark()">
+          <button class="btn-dark tt-left" data-tt="Tema scuro" onclick="setDark()">
             <svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
               <path d="M21 12.79A9 9 0 1 1 11.21 3 7 7 0 0 0 21 12.79z" />
             </svg>
           </button>
-          <button class="btn-light" title="Tma charo" onclick="setLight()">
+          <button class="btn-light tt-left" data-tt="Tema chiaro" onclick="setLight()">
             <svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
               <circle cx="12" cy="12" r="5" />
               <path d="M12 1v2M12 21v2M4.22 4.22l1.42 1.42M18.36 18.36l1.42 1.42M1 12h2M21 12h2M4.22 19.78l1.42-1.42M18.36 5.64l1.42-1.42" />
@@ -75,24 +83,24 @@
 
       <div class="menu-box">
         <ul>
-          <li><a href="#" onCLick="op0(this);">README</a></li>
-          <li><a href="#" onCLick="showQuery();">Domanda</a></li>
-          <li><a href="#" onCLick="showRagResponse();">Risposta</a></li>
-          <li><a href="#" onCLick="showThread();">Conversazione</a></li>
-
-          <li><a href="#" onCLick="elencoRisposte(this);">Elenco Risposte</a></li>
-          <li><a href="#" onCLick="showContesto(this);">Contesto RAG</a></li>
-          <li><a href="#" onCLick="elencoDati(this);">Dati archviati</a></li>
-          <li><a href="#" onCLick="elencoDocs(this);">Elenco Documenti</a></li>
-          <li><a href="#" onCLick="calcQuery();">Numero Richieste</a></li>
-          <li><a class="delete" href="#" onCLick="deleteDati(this);">Cancella Dati</a></li>
+          <li><a href="#" onclick="op0(this);">README</a></li>
+          <li><a href="#" onclick="showQuery();">Domanda Iniziale</a></li>
+          <li><a href="#" onclick="showRagResponse();">Risposta Contestuale</a></li>
+          <li><a href="#" onclick="showThread();">Conversazione</a></li>
+
+          <li><a href="#" onclick="elencoRisposte(this);">Elenco Risposte</a></li>
+          <li><a href="#" onclick="showContesto(this);">Contesto RAG</a></li>
+          <li><a href="#" onclick="elencoDati(this);">Dati archviati</a></li>
+          <li><a href="#" onclick="elencoDocs(this);">Elenco Documenti</a></li>
+          <li><a href="#" onclick="calcQuery();">Numero Richieste</a></li>
+          <li><a class="delete inv" href="#" onclick="deleteDati(this);">Cancella Dati</a></li>
           <li>-</li>
-          <li><a class="help" href="#" onCLick="deleteSttorage(this);">Cancella Documenti</a></li>
+          <li><a class="help inv" href="#" onclick="deleteStorage(this);">Cancella Documenti</a></li>
           <li>-</li>
-          <li><a href="#" onCLick="help1(this);">Esempi di documenti</a></li>
-          <li><a href="#" onCLick="help2(this);">Esempi di domande</a></li>
+          <li><a href="#" onclick="help1(this);">Esempi di documenti</a></li>
+          <li><a href="#" onclick="help2(this);">Esempi di domande</a></li>
           <!--  -->
-          <li><a href="#" onCLick="showPrompts(this);">prompts</a></li>
+          <!-- <li><a href="#" onclick="showPrompts(this);">prompts</a></li> -->
 
         </ul>
       </div>
@@ -104,21 +112,22 @@
         <div class="output-wrapper">
 
           <div class="text-out" id="id-text-out">
-            <pre class="pre-text"></pre>
+            <!-- <pre class="pre-text"></pre> -->
+            <div class="div-text"></div>
           </div>
 
           <div class="output-actions">
-            <button class="copy-output" title="Copia">
+            <button class="copy-output tt-left" data-tt="Copia Output">
               <svg class="copy-icon" viewBox="0 0 20 24">
                 <path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1zm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2zm0 16H8V7h11v14z" />
               </svg>
             </button>
-            <button class="wnd-output" title="Apri">
+            <button class="wnd-output tt-left" data-tt="Apri Output">
               <svg class="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
                 <path d="M10 9v6h4V9h5l-7-7-7 7h5zM5 19v2h14v-2H5z" />
               </svg>
             </button>
-            <button class="clear-output" title="Cancella">
+            <button class="clear-output tt-left" data-tt="Cancella Output">
               <svg class="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
                 <path d="M3 6h18v2H3V6zm2 3h14v12H5V9zm3-7h6v2H8V2z" />
               </svg>
@@ -131,22 +140,22 @@
         <div class="input-wrapper">
 
           <textarea class="text-input" placeholder="Scrivi qui... " rows="2"></textarea>
-          <button class="clear-button" title="Cancella input">X</button>
+          <button class="clear-button tt-top" data-tt="Cancella Input">X</button>
 
           <div class="input-actions">
-            <button class="send-input" title="Documenti=>RAG=>Conetso=>Query">
+            <button class="send-input inv tt-leftx" data-tt="Documenti=>RAG=>Conetso=>Query   .">
               <svg class="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
                 <path d="M2 21l21-9L2 3v7l15 2-15 2v7z" fill="none" stroke="#FFFFFF" stroke-width="2" />
               </svg>
             </button>
 
 
-            <button class="send2-input" title="Contesto=>Query">
+            <button class="send2-input inv tt-leftx" data-tt="Contesto=>Query   .">
               <svg class="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
                 <path d="M2 21l21-9L2 3v7l15 2-15 2v7z" fill="none" stroke="#FFFFFF" stroke-width="2" />
               </svg>
             </button>
-            <button class="clear-input" title="Cancella Conversazione">
+            <button class="clear-input tt-left" data-tt="Cancella Conversazione">
               <svg class="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
                 <path d="M3 6h18v2H3V6zm2 3h14v12H5V9zm3-7h6v2H8V2z" fill="none" stroke="#FFFFFF" stroke-width="2" />
               </svg>
@@ -161,10 +170,8 @@
 
 </html>
 <script>
-
   window.addEventListener('load', () => {
-    console.log("Tutti i file esterni (CSS, JavaScript, immagini) sono stati caricati");
     openApp();
   });
-  
+
 </script>