I will custom rag ai chatbot with langchain

A
aiengbee
A
aiengbee
Bee

About this gig

Build a reliable AI chatbot that answers questions from your own documents and knowledge base using Retrieval-Augmented Generation (RAG).


I can connect PDFs, website content, internal documents, FAQs, or database records to a vector database and create a chatbot that retrieves relevant context before answering. The result can include source citations and can be delivered as a prototype, website chat interface, or production-ready API.


Depending on your package, I can include:

Document ingestion and chunking

Vector database setup

OpenAI, Claude, or other LLM integration

LangChain-based RAG workflow

Source-aware answers and citations

Website interface, API, authentication, or database integration

Source code and setup guidance


You provide the documents, preferred model/API keys, and hosting access when deployment is required. Please message me before ordering if your data source or integration is complex.

Get to know Bee

Bee

AI Engineer Data Automation Predictive Analytics Specialist

  • FromSaudi Arabia
  • Member sinceJun 2026
  • Avg. response time1 hour
  • Languages

    Arabic, English, French
I am a results-driven AI Engineer and Intelligent Systems specialist dedicated to converting raw corporate data into highly scalable, automated business assets. I focus on building clean digital architecture, automating complex data workflows, and deploying predictive machine learning models that optimize operational efficiency and maximize ROI. My core approach combines technical precision with a rigorous strategic mindset, ensuring that every pipeline I engineer solves a direct commercial problem

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