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FeaturedAI / LLM SystemsRAGFull-StackData Engineering

Coinbase Support Agent

Agentic AI customer support system with hybrid RAG, tool use, memory, safety guardrails, and evaluation.

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Coinbase Support Agent project preview

Problem

Support workflows need accurate answers grounded in policy and product documents while preserving safety, traceability, and task completion.

Approach

Combined LangGraph orchestration, hybrid retrieval, memory, tool use, and guardrails so the assistant could reason through support tasks with grounded evidence.

Outcome

Produced a full-stack support prototype with strong task completion, grounded response quality, and indexed domain knowledge.

Technical Stack

LangGraphRAGFAISSBM25FastAPIStreamlitSQLiteDocker

Metrics & Signals

100% task success97%+ grounded response quality60+ documents indexed