I will build a rag chatbot or llm feature for your java spring boot application

M
murali_kalluri
M
murali_kalluri
Murali K
build a rag chatbot or llm feature for your java spring boot application
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build a rag chatbot or llm feature for your java spring boot application
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build a rag chatbot or llm feature for your java spring boot applicationbuild a rag chatbot or llm feature for your java spring boot application

About this gig

Want an AI assistant that answers from your own data, inside your Java application? I'm a Senior Java Technical Architect (18+ years) who has shipped a production RAG service that lets users query business data in plain English. I'll design and build yours properly, not just a demo.


WHAT I DO

- RAG architecture: chunking, embeddings, retrieval and grounded answers

- Spring Boot and Spring AI integration, with async ingestion pipelines

- LLM provider and vector store selection (Azure, Elastic/OpenSearch, PostgreSQL)

- Tenant-safe design so users only see data they are allowed to see

- Resilience, latency and cost checks before you go live


WHAT YOU GET

- Clear architecture and tech-stack recommendation

- Working proof of concept on your sample data (Standard and Premium)

- Evaluation notes and a production-hardening plan (Premium)


Message me first with a short description of your data, stack and what users should be able to ask.


  • AI engine

    • Azure OpenAI
    • AWS Bedrock

  • Tools & frameworks

    • LangChain

  • AI solution type

    • Rag system

  • Purpose

    • Finance
    • Healthcare

Get to know Murali K

Murali K

Senior Java Technical Architect

  • FromIndia
  • Member sinceSep 2026

  • Languages

    English
I am a Senior Java Technical Architect with over 18 years of experience architecting and modernizing enterprise-scale distributed systems. I specialize in Spring Boot, cloud modernization on Azure and AWS, and production RAG/LLM integration. I have a proven track record of leading teams to deliver resilient, scalable architectures across Payments, Healthcare, and Energy domains.

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