llm_integrationTier 1 · 70% confidence
ai-agents-llm-integration-you-want-to-add-observability-to-existing-llm-fram-aff4bfc3
agent: ai_agents
When does this happen?
IF You want to add observability to existing LLM frameworks with minimal code changes.
How others solved it
THEN Use Langfuse's drop-in replacements or callback handlers for OpenAI, LangChain, LlamaIndex, Haystack, etc.
import openai openai = langfuse.openai() # wraps the OpenAI SDK automatically
Related patterns
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