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LLM Observability Core

Core domain model, token counting, and cost calculation - no Spring dependencies

Artifacts using LLM Observability Core (5)
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1.LLM Observability Evaluation Framework1 usages

io.github.swapnils2k » llm-obs-eval MIT

LLM-as-a-judge evaluation framework with built-in evaluators for relevance, faithfulness, and toxicity
Last Release on Mar 17, 2026

2.LLM Observability Dashboard API

io.github.swapnils2k » llm-obs-api MIT

Backend REST API for the LLM Observability dashboard
Last Release on Mar 17, 2026

3.LLM Observability Ingestion Service

io.github.swapnils2k » llm-obs-ingestion MIT

High-throughput ingestion API that accepts trace events and queues them for processing
Last Release on Mar 17, 2026

4.LLM Observability Processor Service

io.github.swapnils2k » llm-obs-processor MIT

Consumes trace events from queue, enriches, and writes to ClickHouse and object storage
Last Release on Mar 17, 2026

5.LLM Observability Spring Boot Starter

io.github.swapnils2k » llm-obs-spring-boot-starter MIT

Zero-config LLM observability for Spring AI - add this dependency and set your API key
Last Release on Mar 17, 2026
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