Thank you for the highlight Tim Mitchell
In anticipation of #AIAISiliconValley and LLMOps Summit launching on Jan 7, AIAI is mapping LLMOps' major players: the stack across 9 facets that are making deployment & optimisation a whole lot easier for enterprise. Any we might have missed? [Download link in comments] → Observability, ft. Arize AI, Traceloop, HoneyHive. → Orchestration & model deployment, ft. Anyscale, BentoML, TitanML. → Apps/user analytics, ft. Nebuly, Context, Langfuse (YC W23). → Experiment tracking, prompt engineering & optimization, ft. Agenta, Vellum, Weights & Biases. → Monitoring, testing, or validation, ft. Helicone (YC W23), Toloka, UpTrain (YC W23). → Compliance & risk, ft. Advai, Deeploy, PureML. → Model training & fine-tuning, ft. Argilla, Snorkel AI, Scale AI. → End-to-end LLM platform, ft. Appen, Clarifai, Lightning AI. → Security & privacy, ft. Arthur, Nightfall AI, TrojAI.