TensorZero: Open-Source LLMOps Platform

TensorZero is an open-source LLMOps platform that provides a unified solution for managing large language models (LLMs). It integrates multiple functionalities including a unified API gateway, observability tools, evaluation metrics, optimization strategies, and experimentation capabilities.

Key features:

• LLM Gateway - Access various LLM providers through a single API, ensuring high performance with latency under 1ms.
• Observability - Store and analyze inferences and feedback programmatically or via a user interface.
• Evaluation - Benchmark workflows using heuristics and LLM judges.
• Optimization - Utilize metrics and human feedback to enhance prompts and models.
• Experimentation - Conduct A/B testing and manage complex workflows with built-in routing and fallbacks.

TensorZero is designed for a wide range of users, from startups to large enterprises, and is compatible with major LLM providers and SDKs.