Compagnons

Explore Kafka, query it in Flink SQL, audit it with AI — one container, one URL.

SpectraLLM — turn your documents into a private, fine-tuned AI. 100% local.

SpectraLLM web interface — React UI for the local RAG and fine-tuning stack

Kex-anHarness: governed AI agent with MCP tools, supervision and human approvals.

Self-tuning Kafka consumer for Spring Boot: PID-controlled throughput, circuit breaker, tracing