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$
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I will build a custom rag ai chatbot trained on your business documents
Ahmed Samy
About this gig
Turn your business documents into a reliable AI knowledge assistant.
I will build a RAG AI chatbot that answers questions using your approved business documents, FAQs, SOPs, policies, manuals, and website content.
Instead of generic answers, the chatbot searches your knowledge base before responding and can show the source used for each answer.
Ideal for:
- Internal team knowledge
- Customer support FAQs
- SOPs, policies, and manuals
- Product documentation
- HR and operations knowledge
What I can deliver:
- Document ingestion and structure guidance
- RAG retrieval workflow
- AI chatbot with source citations
- One focused knowledge base
- Tested questions and response guardrails
- A shareable chat interface or website widget, depending on package
- Practical setup documentation
This Gig is for a business knowledge assistant. It does not include a lead qualification bot, full CRM, generic automation system, or custom SaaS platform.
Paid API, hosting, and third-party subscription costs are not included. I cannot guarantee zero hallucinations, but I configure the assistant to rely on the supplied knowledge base and cite sources when available.
Get to know Ahmed Samy
Ahmed Samy
AI Automation Engineer, RAG Chatbots, n8n, OpenAI, Python
- FromEgypt
- Member sinceSep 2025
- Avg. response time1 hour
Languages
English, Arabic
I build practical AI automation systems, RAG chatbots, and workflow MVPs for businesses.
I work with OpenAI, n8n, Python, LangChain, APIs, and vector databases to create document-based chatbots, internal knowledge assistants, email/workflow automation, lead handling systems, and chatbot conversation-flow fixes.
My focus is clear scope, fast MVP delivery, reliable outputs, source-grounded answers, safe fallback behavior, testing, and clean handover documentation.
My Portfolio
Other Chatbot Development Services I Offer
FAQ
What is a RAG chatbot?
A RAG chatbot searches your approved knowledge base before answering, so responses are grounded in your documents instead of generic AI knowledge.
What files can the chatbot use?
PDFs, DOCX files, text files, FAQs, manuals, SOPs, and approved website content. Scanned files that need OCR or major cleanup may require a custom offer.
Will the chatbot show sources?
Yes. The chatbot can cite the document or source section used for each answer when supported by the selected setup.
Will it only answer from my documents?
I configure the assistant to prioritize your knowledge base and use clear fallback rules. No AI system can guarantee zero hallucinations.
Do you train a custom AI model?
No. This Gig uses RAG to connect an AI model to your documents. Fine-tuning a custom model is a separate service.
Can it be added to my website?
Yes. A website widget or embed is included in Premium or available as an extra.
Does this Gig include Arabic and English support?
Bilingual Arabic and English RAG systems are handled through a separate specialized Gig.
Can it automate my CRM or business workflow?
CRM updates, API workflows, and business process automation are handled through my separate n8n and OpenAI automation service.
What do you need before starting?
I need sample documents, the expected number of files or pages, target users, expected questions, preferred interface, and approved business content.
