I will build a rag ai chatbot on your documents with an accuracy test report

K
karim_hawi
K
karim_hawi
Karim Hawi
build a rag ai chatbot on your documents with an accuracy test report
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build a rag ai chatbot on your documents with an accuracy test report

About this gig

Want a chatbot that answers from your own documents, and proof of how well it does? I'll build it and test it before you go live.


I'm a US-based AI systems engineer. I've built a self-hosted AI inference gateway with per-user limits, and an AI agent test harness that runs as a release gate.


What you get:

- A chatbot that answers from your docs (PDFs, help articles, website pages, FAQs) and shows its sources

- It says "I don't know" or hands off when the answer isn't in your docs

- A web chat widget or an API, deployed to your hosting account

- An accuracy report: real questions, each answer scored, with a pass mark we agree on first

- Code, a setup guide and a re-index guide for when your docs change


The report shows how the bot did on the test; no chatbot answers every question correctly.


You pay your own AI model and hosting costs directly, so you keep control of the accounts.


Not included unless you order it: ongoing hosting, maintenance, extra channels (WhatsApp, Slack, phone) or more sources. Message me for a custom offer.


AI disclosure: I use AI tools to help build and test. I review everything before delivery.

  • Bot type

    • Customer Service & Support

  • AI engine

    • Open AI GPT
    • Claude.ai

  • Programming language

    • Python
    • TypeScript

  • Tools & frameworks

    • LangChain

  • Platforms

    • Websites

Get to know Karim Hawi

Karim Hawi

AI Consultant

  • FromUnited States
  • Member sinceFeb 2026
  • Avg. response time1 hour

  • Languages

    English
I build AI-powered automatons that save businesses hours every week. What I do: • Custom AI chatbots trained on your business data • ChatGPT/Claude API integrations into your existing tools • Automated lead follow-up and customer support systems • Data scraping and processing pipelines with AI analysis • Stripe payment integrations and SaaS backend development I don't just plug things together — I build production-ready systems that actually scale. Fast turnaround, clean code, clear communication. Let's automate the boring stuff so you can focus on growing.

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