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I will build an arabic and english rag chatbot for your documents
Ahmed Samy
About this gig
Give Arabic and English speaking teams one reliable place to ask questions.
I will build a bilingual RAG chatbot that answers from your approved Arabic, English, or mixed-language documents, FAQs, SOPs, policies, manuals, and website content.
The assistant can be configured to answer in the user's language, search the appropriate source material, and show citations when available.
Ideal for:
- Arabic and English customer support
- Internal team knowledge
- Product documentation and FAQs
- Businesses serving bilingual teams or customers
What I can deliver:
- One bilingual knowledge base
- Arabic, English, and mixed-language document retrieval
- AI answers with source citations
- Response language rules
- Arabic-friendly answer formatting
- A shareable chat interface or website widget, depending on package
- Testing and setup documentation
This Gig is specifically for bilingual Arabic and English knowledge bases. It does not include certified translation, scanned-document OCR, full CRM, lead qualification, or general workflow automation.
No AI system can guarantee zero hallucinations. I configure the chatbot to rely on approved content, apply fallback rules.
Get to know Ahmed Samy
Ahmed Samy
AI Automation Engineer, RAG Chatbots, n8n, OpenAI, Python
- FromEgypt
- Member sinceSep 2025
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
FAQ
Can the chatbot use Arabic and English documents together?
Yes. It can be configured for Arabic, English, and mixed-language knowledge bases.
Will it answer in the same language as the user?
Yes. I can configure the assistant to respond in Arabic, English, or follow the language used in the question.
Can it handle Arabic PDFs?
Yes, when the Arabic text is selectable and readable. Scanned documents that require OCR need an additional service.
Does the chatbot translate all my documents?
No. This is a bilingual RAG assistant, not a certified translation service. It retrieves approved content and answers in the required language.
Will answers show sources?
Yes. The chatbot can cite the relevant document or source section when supported by the selected setup.
Does this include a website widget?
A website widget is included in Premium or available as an extra.
Do you train a custom model?
No. This Gig uses RAG to connect an AI model to your approved bilingual knowledge base.
Can you connect it to my CRM or automate workflows?
CRM integration and workflow automation are handled through my separate n8n and OpenAI automation service.
What do you need before starting?
I need sample Arabic and English documents, expected questions in both languages, total files or pages, and your preferred answer-language behavior.
