Browse categories
Explore
Fiverr Pro
English
$
USD
I will build custom chatgpt bot for your data
Axel M
About this gig
Generic AI chatbots that hallucinate answers, invent company policies, or expose private data are a serious business liability.
I build production-grade Retrieval-Augmented Generation (RAG) AI chatbots that answer exclusively based on your private enterprise documents with source verification.
What this service delivers:
- Zero-Hallucination Guardrails: Configurable confidence thresholds that force the model to cite exact sources or declare insufficient data.
- Verifiable Citations: Every answer references the document name and section provenance for total auditing.
- Scalable Vector Storage: High-speed vector search using PostgreSQL (PGVector), Pinecone, or ChromaDB.
- Multi-Format Ingestion: Automated parsing for PDFs, Word DOCX, CSV/Excel, Markdown, and Notion wikis.
- Production Backend: Fast, documented FastAPI / Python backend with REST endpoints or ready-to-embed web widget.
Tech Stack:
Python | FastAPI | PostgreSQL (PGVector) | OpenAI / Claude API | LangChain | React
Send me your document formats and use case to verify the optimal retrieval strategy before placing your order.
Get to know Axel M
Axel M
I turn business bottlenecks into production ready software
- FromEcuador
- Member sinceJan 2025
- Avg. response time3 hours
- Last delivery1 month
Languages
Spanish, English
I build software that solves actual business problems. I am a full-stack developer working with React, Next.js, and Python. I build custom applications instead of relying on generic templates. My work usually falls into three areas. I build RAG chatbots that stick to your company data without inventing facts. I build Next.js SaaS platforms with Supabase and Stripe already wired up. And I build React dashboards that are fast and intuitive. I document my work, I don't disappear on clients, and I care about the end result. Send me a message and we can discuss what you need.
My Portfolio
Other Software Development Services I Offer
FAQ
What is RAG?
It stands for Retrieval-Augmented Generation. It means the AI actually reads your documents before answering, preventing it from making up false information or hallucinating.
What do you need to start?
I just need the PDFs, Word documents, or website URLs you want the AI to learn from.
Are my business documents and data kept private?
Yes. Your data is stored in your private vector database. It is never used to train public foundation models.
How does the system prevent the AI from making things up?
We use strict semantic similarity thresholds and prompt guardrails that instruct the model to answer only when matching context is retrieved.
Can I embed the chatbot directly into my website?
Yes. I provide an embeddable chat widget or standard REST API endpoints for seamless frontend integration.
What infrastructure is required to host the bot?
It runs lightweight on any modern cloud hosting (Render, Railway, AWS, DigitalOcean, or standard VPS).
