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A Simple Recipe for LLM Observability
So, you’re building an AI application on top of an LLM, and you’re planning on setting it live in production.…
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LLM Monitoring & Maintenance in Production Applications
Generative AI has become a transformative force, revolutionizing how businesses engage with users through chatbots, content creation, and personalized recommendations.…
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Building Opik: A Scalable Open-Source LLM Observability Platform
Opik is an open-source platform for evaluating, testing, and monitoring LLM applications, created by Comet. When teams integrate language models…
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G-Eval for LLM Evaluation
LLM-as-a-judge evaluators have gained widespread adoption due to their flexibility, scalability, and close alignment with human judgment. They excel at…
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Comet Product Releases January 2025
As 2025 picks up steam, we’re thrilled to bring you some exciting product updates from Comet! This month, we’ve added…
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Build Multi-Index Advanced RAG Apps
Welcome to Lesson 12 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
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Build a scalable RAG ingestion pipeline using 74.3% less code
Welcome to Lesson 11 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
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LLM Evaluation Metrics Every Developer Should Know
When you build an app or system on top of an LLM, you need a way to understand the quality…
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Intro to LLM Observability: What to Monitor & How to Get Started
While LLM usage is soaring, productionizing an LLM-powered application or software product presents new and different challenges compared to traditional…
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BERTScore For LLM Evaluation
Introduction BERTScore represents a pivotal shift in LLM evaluation, moving beyond traditional heuristic-based metrics like BLEU and ROUGE to a…
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Comet Blog
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From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta
At Comet, we’re driven by a commitment to advance innovation in AI, particularly in the realm of LLM observability. Our…
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