I will build an ai chatbot using rag and python

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Rayyan Ali

About this gig

Need a custom AI chatbot that can answer questions from your documents, website, or business data?


I will build an AI chatbot using RAG (Retrieval-Augmented Generation), LLMs, embeddings, and vector databases to provide relevant, context-aware responses.


I can build chatbots for:

PDF and document-based Q&A

Business FAQs and knowledge bases

Customer support

Academic/research content

Websites and internal company data

Custom AI assistants


Depending on your requirements, I can work with Python, Pinecone, FastAPI, Flask, embeddings, vector search, and LLM APIs.


What I can provide:

Custom RAG pipeline

Document processing and retrieval

Vector database integration

Context-aware AI responses

Conversational chatbot interface

API/backend integration

Source code


I have hands-on experience developing multilingual RAG chatbots and an AI-powered financial intelligence platform using LLMs, RAG, and vector search.


Have a custom AI project? Message me before ordering so we can discuss your requirements and choose the right solution.

Get to know Rayyan Ali

Rayyan Ali

AI Engineer, ML, Computer Vision and AI solutions

  • FromPakistan
  • Member sinceSep 2026
  • Languages

    Urdu, English, Arabic
I’m an AI Engineer with hands-on experience building AI and machine learning projects. I’ve worked on chatbots, RAG systems, computer vision, object detection and Python automation. I mainly work with Python, PyTorch, TensorFlow and OpenCV. I enjoy turning ideas into practical AI solutions and I’m always open to working on new and interesting projects. My goal is to understand what you need and build something that actually works.