I will integrate an ai chatbot or llm into your website or app


About this gig
Most AI chatbots look good in a demo and fall apart with real users. They make up answers, cost more than expected and nobody can see what they are doing.
I build AI features that do real work inside your product.
WHAT I CAN BUILD
A support chatbot that answers from your own documents and data (RAG).
An assistant inside your app that drafts, summarizes or classifies text.
An LLM step inside an existing workflow, connected to your database or API.
HOW I KEEP IT HONEST
The AI answers from your content and says when it does not know, instead of inventing an answer.
Answers are logged, so you can see what the system said and why (Standard and Premium).
Token costs are estimated up front and capped, so there are no surprises on your bill.
I work with the OpenAI, Anthropic Claude and Google Gemini APIs, in TypeScript, Node.js and Python.
BEFORE YOU ORDER
Tell me what you want the AI to do, where it will live and what data it should use. If an LLM is not the right tool for your problem, I will say so.
Get to know Gustavo D.
Full Stack Developer for Web Apps and AI Automation
- FromBrazil
- Member sinceSep 2026
- Avg. response time1 hour
Languages
English, Portuguese
FAQ
Will the chatbot make things up?
Any LLM can. I reduce it by answering only from your content, instructing the bot to say when it does not know, and logging answers so you can review them. I will not promise zero errors, because nobody honestly can.
How much will the AI cost me to run?
You pay the AI provider directly for usage, on your own account. Before building, I estimate the monthly token cost for your expected volume, and I add limits so a spike in usage cannot run up your bill.
Which AI models do you use?
OpenAI, Anthropic Claude or Google Gemini, chosen for your use case, budget and data rules. The integration is written so the model can be swapped later without rebuilding everything.
