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Category: AI PLATFORM x Reset all
MCP Server & Client in Spring AI: Annotation-Driven Tools, Streamable HTTP, and Dynamic Tool Discovery
Verified AI PLATFORM Advanced

A runnable MCP server and client pair built with Spring AI 1.1.x that exposes domain tools via @McpTool, connects over Streamable HTTP transport, and supports dynamic tool registration without service restart.

Source Compose Evidence
Execution evidence included
Kafka Data Enrichment with LLM: Idempotent Consumers, DLQ, and Tracing
Verified AI PLATFORM Advanced

A runnable event-driven pipeline that enriches Kafka messages using LLM calls with idempotent processing, DLQ handling, and end-to-end tracing.

Source Compose Evidence
Execution evidence included
LLM Gateway for Spring Boot: Multi-tenant API Keys, Quotas, and Cost Controls
Verified AI PLATFORM Advanced

A production-grade LLM proxy that enforces per-tenant API keys, rate limits, token budgets, caching, and audit logging.

Source Compose Evidence
Execution evidence included
Streaming Chat with SSE + “StopResume” + Conversation Memory
Verified AI PLATFORM Intermediate

A runnable chat service that streams LLM tokens over SSE, supports cancellation and resume, and persists conversation state safely.

Source Compose Evidence
Execution evidence included
LLM Semantic Cache in Spring Boot: Similarity Hits, Freshness Policies, and Safe Fallbacks
Verified AI PLATFORM Advanced

A semantic cache changes the serving contract. Instead of sending every request to the model, the application first asks whether a prior answer is similar enough, fresh enough, and safe enough to reuse.

Source Compose Evidence
Execution evidence included
Prompt Versioning & A/B Testing in Spring Boot: Canary Deployment, Statistical Significance, and Safe Rollout
Verified AI PLATFORM Advanced

A runnable prompt management service that versions prompt templates in PostgreSQL, routes live traffic between control and candidate variants using weighted canary splits, evaluates outputs with deterministic and LLM-as-judge scorers, and auto-promotes or auto-rolls-back based on statistical significance.

Source Compose Evidence
Execution evidence included