LLM DevProduction System 04
Enterprise DocuMind LLM
Production RAG pipeline and fine-tuned LLM system enabling instant semantic synthesis across 50,000+ proprietary internal documents.
The Bottleneck & Challenge
Support engineers and technical consultants spent 14+ hours weekly hunting for compliance and technical specs across isolated silos.
Status: Identified & Resolved
Engineering Architecture
Engineered a hybrid retrieval RAG engine using vector embeddings, reranking models, and guardrailed prompt orchestration.
Standard: Production Ready
Verified Commercial Impact
91% retrieval accuracy with zero hallucinated compliance claims, saving over 40 hours of cross-team research every month.
Metric Impact: Verified
Technologies & Frameworks Deployed
LLM DevRAG PipelineVector DBEmbeddingsFastAPI
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