You will get a custom AI assistant trained on your docs that answers with citations

Project details
You'll get an AI assistant that answers questions using your own content - your help docs, product info, or knowledge base - with citations back to the source, so answers are accurate and checkable instead of generic. I build retrieval-augmented (RAG) assistants that plug into your website, Slack, or an internal tool, with a "not sure" fallback and logging so you can see exactly what it answered. I'll show you a working version on a few sample documents before you commit, test it for accuracy, and hand over documentation so your team can maintain it. Great for cutting repetitive support questions and helping your team find answers fast.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, Conversational AI, Natural Language UnderstandingAI Development Language
PythonAI Tools
Hugging FaceAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$250
|
Standard
$450
|
Advanced
$800
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | |
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code |
About Nazar
AI Automation Expert | AI Agents, Chatbots & n8n / Make Workflows
Vienna, Austria - 5:22 am local time
I hold a degree in Business Informatics (University of Vienna) and work at the intersection of software and business systems — so I don't just wire tools together, I build automations that map to how your business actually runs and keep running after handover.
What I build for you:
🤖 AI agents & chatbots — qualify leads, answer questions, book calls, handle support; grounded in your own docs/website (RAG) so answers are accurate, not generic.
⚙️ Workflow automation — n8n / Make / Zapier: connect your CRM, apps, and inbox; route and enrich data automatically; replace hours of manual copy-paste.
🔗 AI integrations — add AI into your existing product or stack via the OpenAI / Claude APIs (summarize, classify, generate, extract).
📊 Automated reporting & ops — dashboards and scheduled workflows that pull your data together so you stop building reports by hand.
Tools: n8n · Make (Integromat) · Zapier · OpenAI / ChatGPT API · Claude · LangChain · webhooks & REST APIs · Google Workspace · Airtable · Notion · Slack · Telegram.
How I work: I scope the outcome first, show you a working demo before you commit, test thoroughly, and hand over clear documentation so your system runs without me. Responsive, clear communication in English (also German, Ukrainian, Russian).
If manual tasks are eating your week or leads slip through the cracks, message me with what's slowing you down — I'll tell you honestly whether automation is worth it and how I'd build it.
Steps for completing your project
After purchasing the project, send requirements so Nazar can start the project.
Delivery time starts when Nazar receives requirements from you.
Nazar works on your project following the steps below.
Revisions may occur after the delivery date.
Ingest & demo
I load a few of your sample docs and show you a working, cited answer before we scope the full build.