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22 contributions to Clief Notes
4h •
I built a voice-to-invoice bot for German construction companies
No App, No typing, No training needed... Just speak --> get a professional PDF Invoice in second. Here the workflow : 1. Contractor sends a voice message on Telegram 2. Whisper AI transcribes it 3. GPT-4 extracts items, quantities, prices 4. A professional PDF invoice or Angebot is generated automatically 5. Bot sends the PDF back instantly on Telegram Full stack running in production: → n8n on Hetzner VPS 🇩🇪 → HTTPS via domain kinvoice → Telegram Bot as the UI → html2pdf for document generation → Multi-document support (Rechnung + Angebot) The contractor doesn't need to learn any software. They just talk. The bot does the rest. This is what I'm building for German SMEs — simple AI automation that saves hours every week. Onboarding first customers now.
0 likes • 2h
@David Kan good catch here, OpenAI API has a GPDR DPA and not use data to train. For Clients who need zero cloud, a fully local AI option on German servers is possible with the same bot.
1 like • 2h
@Shirsho Guha thank you so much, I appreciate your kind words and honest feedback. You are absolutely right on both points. About Leaving OpenAI environment this 100% the right direction. Architecture is already design for that, AI Layer is fully swapable . I'm already running a local whisper+Ollama Stack on a EU based server with a comparable setup, automating workflows in the real estate field. That's a great tip regarding PDF in python. Might implement this suggestion in next feature release.
1d •
For the love of God, does anyone know how to fix these agents?
Claude code has been fixing my broken agents for weeks, but these bastards break every day and I’m spending 2 to 3 hours a day fixing agents any help on this constraint would be really appreciated!
0 likes • 14h
@Josh Trent if you share more info, I’m sure you will get some inputs. We have so many good people who are willing to help and share knowledge.. 👍👍😊 . Just share more info
1 like • 14h
@Shirsho Guha nice done 👍
22h •
About Me
Hello Everyone, I am new to the AI stuff and I want to learn how to implement AI and how to improve the organization Day-2-Day
0 likes • 19h
Welcome 🙏
24h •
Lecture at the University of Edinburgh
Hey all I am responding to all these soon I have a lecture at the University of Edinburgh today and so I am going to be a bit busy today! Just wanted to let you know if I sound a silent for the next day! Still tyring to fit in messages and responses where I can. I am going to record it though so I can share with you all when I am done!
1 like • 19h
Got it👍👍… happy lecture 🙏
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