The Suite: Enterprise AI Intelligence
The Suite is a comprehensive enterprise platform featuring sophisticated administrative systems with granular RBAC (Role-Based Access Control). Originally built on Next.js and Supabase, the backend was strategically migrated to a dedicated VPS to accommodate long-running agentic tasks and prevent API timeouts. The platform revolutionizes document management by allowing companies to upload and query sensitive documents (Privacy Policies, SLAs, Contracts) through a high-performance Agentic RAG pipeline.
The Story
The Problem
Enterprises struggled with internal knowledge silos and lengthy document review processes. Traditional LLM integrations often suffered from hallucinations and lacked the context of specific company policies, while serverless environments were insufficient for complex, time-intensive agentic workflows.
The Solution
Engineered a robust Agentic RAG system with multi-layer validation. Implemented autonomous intent detection, Pinecone vector integration using text-embedding-3-small, and a web-search fallback using Exa and Tavily APIs. Integrated Mem0 for long-term user preference memory and Langfuse for comprehensive prompt tracing and observability.
My Approach
Built a self-correcting RAG pipeline with agentic intent detection and multi-source data synthesis for zero-hallucination results.