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// ai / RAG system

NeuralFlow

LLM product for internal teams that turns private data into reliable, auditable AI answers.
LLM Python FastAPI
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ai / RAG system / case study
// Challenge
Business needed a secure way to run assistants without ad-hoc prompts: controlled data sources, quality checks and predictable behavior before each release.
// Solution
Built a governance-first stack: ingestion + vectorization pipeline, semantic retrieval, request tracing, answer evaluator set and admin console for incidents and regressions.
// Stack
LLM Python FastAPI
// metrics
primary
RAG-ready
secondary
evals + traces
kind
LLM / RAG