Ai Powered Email Automation For Business Summarize & Respond With Rag

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                "content": "# STEP 1\n\n## Create Qdrant Collection\nChange:\n- QDRANTURL\n- COLLECTION"
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                "content": "# STEP 2\n\n\n\n\n\n\n\n\n\n\n\n\n## Documents vectorization with Qdrant and Google Drive\nChange:\n- QDRANTURL\n- COLLECTION"
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                "content": "# STEP 3 - MAIN FLOW\n\n- Transform the email into Markdown format for optimal reading by the LLM model\n- Email Summarization through DeepSeek R1 (any model can be used)\n- I classify the email in such a way as to continue only with emails regarding general information about the company. In this way I can respond independently through the information obtained from the vector database\n- I create a chain where I entrust the review of the email to a high-performance model designed for this purpose\n- I send the response email\n\n\n"
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                    "textHtml": "<div dir=\"ltr\">mi chiamo Davide e sto scrivendo per richiedere alcune informazioni riguardanti il vostro negozio di tecnologia. Sto valutando diverse opzioni per [motivo della richiesta, ad esempio: acquistare un nuovo dispositivo, richiedere assistenza tecnica, o esplorare servizi aziendali] e sarei grato se poteste fornirmi alcuni dettagli utili.<br><br>In particolare, avrei bisogno di sapere:<br><br>Gli orari di apertura del vostro negozio, inclusi eventuali giorni di chiusura o orari ridotti durante i festivi.<br><br>Se offrite servizi di assistenza tecnica per dispositivi elettronici e, in caso affermativo, quali tipologie di dispositivi supportate (es. smartphone, computer, tablet).<br><br>Se disponete di un catalogo prodotti aggiornato o un sito web dove posso consultare l\u00e2\u0080\u0099offerta disponibile.<br><br>Se effettuate consegne a domicilio o se \u00c3\u00a8 possibile prenotare prodotti online per il ritiro in negozio.<br><br>Se offrite sconti o promozioni per studenti, aziende o clienti abituali.<br><br>Se organizzate eventi o workshop legati alla tecnologia, come corsi di formazione o presentazioni di nuovi prodotti.<br><br>Inoltre, sarei interessato a sapere se il vostro negozio aderisce a programmi di riciclo di dispositivi elettronici o se offrite servizi di smaltimento ecologico per apparecchiature obsolete.<br><br>Se possibile, gradirei ricevere anche informazioni sui metodi di pagamento accettati (es. carte di credito, PayPal, finanziamenti) e se \u00c3\u00a8 possibile richiedere un preventivo personalizzato per acquisti di grandi dimensioni.<br><br>Resto a disposizione per eventuali chiarimenti o per fornire ulteriori dettagli sulle mie esigenze. Vi ringrazio in anticipo per il tempo dedicato alla mia richiesta e attendo con interesse una vostra risposta.<br><br>Cordiali saluti,<\/div>\r\n",
                    "textPlain": "mi chiamo Davide e sto scrivendo per richiedere alcune informazioni\r\nriguardanti il vostro negozio di tecnologia. Sto valutando diverse opzioni\r\nper [motivo della richiesta, ad esempio: acquistare un nuovo dispositivo,\r\nrichiedere assistenza tecnica, o esplorare servizi aziendali] e sarei grato\r\nse poteste fornirmi alcuni dettagli utili.\r\n\r\nIn particolare, avrei bisogno di sapere:\r\n\r\nGli orari di apertura del vostro negozio, inclusi eventuali giorni di\r\nchiusura o orari ridotti durante i festivi.\r\n\r\nSe offrite servizi di assistenza tecnica per dispositivi elettronici e, in\r\ncaso affermativo, quali tipologie di dispositivi supportate (es.\r\nsmartphone, computer, tablet).\r\n\r\nSe disponete di un catalogo prodotti aggiornato o un sito web dove posso\r\nconsultare l\u00e2\u0080\u0099offerta disponibile.\r\n\r\nSe effettuate consegne a domicilio o se \u00c3\u00a8 possibile prenotare prodotti\r\nonline per il ritiro in negozio.\r\n\r\nSe offrite sconti o promozioni per studenti, aziende o clienti abituali.\r\n\r\nSe organizzate eventi o workshop legati alla tecnologia, come corsi di\r\nformazione o presentazioni di nuovi prodotti.\r\n\r\nInoltre, sarei interessato a sapere se il vostro negozio aderisce a\r\nprogrammi di riciclo di dispositivi elettronici o se offrite servizi di\r\nsmaltimento ecologico per apparecchiature obsolete.\r\n\r\nSe possibile, gradirei ricevere anche informazioni sui metodi di pagamento\r\naccettati (es. carte di credito, PayPal, finanziamenti) e se \u00c3\u00a8 possibile\r\nrichiedere un preventivo personalizzato per acquisti di grandi dimensioni.\r\n\r\nResto a disposizione per eventuali chiarimenti o per fornire ulteriori\r\ndettagli sulle mie esigenze. Vi ringrazio in anticipo per il tempo dedicato\r\nalla mia richiesta e attendo con interesse una vostra risposta.\r\n\r\nCordiali saluti,\r\n"
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                        "text": "Davide contatta il negozio di tecnologia per richiedere informazioni in merito a: orari di apertura (compresi festivi e chiusure), assistenza tecnica (specificando dispositivi supportati come smartphone, computer, tablet), disponibilit\u00e0 di catalogo aggiornato\/sito web, opzioni di consegna a domicilio o ritiro in negozio, sconti per studenti\/aziende\/clienti abituali, eventi\/workshop tematici, programmi di riciclo\/smaltimento ecologico, metodi di pagamento accettati (carte, PayPal, finanziamenti) e preventivi personalizzati per acquisti consistenti. Si rende disponibile per ulteriori chiarimenti e ringrazia per la risposta. (99 parole)"
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How to Use an n8n Template