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Use LLM Observability Platforms
Tools like LangSmith, Braintrust, and Helicone provide trace-level observability for LLM applications. They let you inspect every prompt, response, latency, and cost in production, making debugging and optimization far easier than raw logging.
LangChain Framework
LangChain is a framework for developing applications powered by language models. It provides modular components for managing prompts, chains, memory, and agents.
LangChain Framework
A powerful framework for developing applications powered by language models, supporting document loading, prompt management, indexes for retrieval, chains, agents, and more.
Explore ResourceMonitor Token Usage Patterns
Set up monitoring for your production LLM applications to track token usage patterns. This helps identify optimization opportunities and avoid unexpected costs when usage scales up.
Monitor Token Usage Patterns
Set up monitoring for your production LLM applications to track token usage patterns. This helps identify optimization opportunities and avoid unexpected costs when usage scales up.
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