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Swapnil Shitole
Swapnil Shitole

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Built an AI-Powered Spring Boot Log Analyzer Using RAG + Ollama

I've been working on a log analysis platform that helps debug Spring Boot applications by analyzing logs and stack traces using RAG.
https://loganalyzer.xyz/

Tech stack:

Spring Boot
Ollama (Qwen/Llama)
nomic-embed-text embeddings
PostgreSQL + pgvector

It can parse logs, detect exceptions, retrieve similar incidents from a vector database, and explain potential root causes using an LLM.

I'm looking for feedback on the architecture and approach. What would you improve for root-cause analysis of complex Java stack traces?

Demo: https://loganalyzer.xyz/

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