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Agentic Workflows in Spring Boot: Tool Calling, Idempotency, and Durable Runs
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A runnable workflow engine for LLM tool-calling with durable run state, retries, idempotency keys, and human-in-the-loop checkpoints.

LLM Eval Harness for Spring Boot: Golden Sets, Regression Tests, and CI Reports
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A runnable evaluation harness that tests prompts/RAG outputs against golden datasets, computes metrics, and generates CI-friendly reports and evidence packs.

Secure Document Ingestion for RAG: Chunking, Deduplication, and PII Redaction
Verified

A runnable ingestion pipeline that extracts text, deduplicates, redacts PII, generates embeddings, and produces evidence artifacts for compliance and quality.

Vector-based Recommendations in Spring Boot: pgvector Similarity + Business Rules
Verified

A runnable recommendation service combining vector similarity with deterministic business rules and explainable ranking.

Kafka Data Enrichment with LLM: Idempotent Consumers, DLQ, and Tracing
Verified

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

SQL Assistant for Spring Boot: Guardrails, Read-only Enforcement, and Audit Logs
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A runnable assistant that converts natural language questions into SQL with schema grounding, read-only enforcement, and full audit logging.

Streaming Chat with SSE + “StopResume” + Conversation Memory
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A runnable chat service that streams LLM tokens over SSE, supports cancellation and resume, and persists conversation state safely.

LLM Gateway for Spring Boot: Multi-tenant API Keys, Quotas, and Cost Controls
Verified

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

LLM Observability for Spring AI OpenTelemetry Tracing to Langfuse (Self-Hosted)
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This solution provides a runnable Spring Boot setup that instruments Spring AI with OpenTelemetry and exports traces to a self-hosted Langfuse stack.

Hybrid Retrieval RAG in PostgreSQL Keyword + pgvector + Rank Fusion (Spring Boot)
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This solution implements hybrid retrieval by combining two independent PostgreSQL-based retrieval paths.

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