Langfuse Cookbook
You can find the ipynb files in the cookbook directory of the repository.
Classification
Evaluation
Evaluation Of Rag With RagasEvaluation With LangchainEvaluation With UptrainEvaluating Multi-Turn ConversationsEvaluate Langfuse LLM Traces with an External Evaluation PipelineAgent Evaluation - How to Evaluate LLM AgentsEvaluating Multi-Turn Conversations (Simulation)Synthetic Dataset Generation for LLM Evaluation
Examples
Integrations
Example Decorator Openai LangchainExample - Tracing and Evaluation for the OpenAI-Agents SDKExample - Trace and Evaluate LangGraph AgentsObservability for Anthropic with Langfuse IntegrationIntegration Azure Openai LangchainIntegrate Databricks with LangfuseIntegration LangchainOpen Source Observability for LangGraphLangserve IntegrationCookbook - LiteLLM (Proxy) + Langfuse OpenAI Integration + Python DecoratorIntegration Llama-index-callbackIntegration Llama-index InstrumentationIntegration Llama-index Milvus-liteObservability for LlamaIndex with Langfuse IntegrationMonitoring LlamaIndex applications with PostHog and LangfuseObservability for LlamaIndex with Langfuse IntegrationOSS Observability for OpenAI Assistants APICookbook - OpenAI Integration (Python)Observe OpenAI Structured Outputs with LangfuseObservability for Anthropic JS/TS with LangfuseMLflow Integration via OpenTelemetryOpenLIT Integration via OpenTelemetryOtel Integration Openllmetry
Prompt Management
Security
Other
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