Langfuse Cookbook
You can find the ipynb files in the cookbook directory of the repository.
Classification
Evaluation
Evaluation of Rag with Ragas
Evaluation with Langchain
Evaluation with Uptrain
Evaluating Multi-Turn Conversations
Evaluate Langfuse LLM Traces with an External Evaluation Pipeline
Agent Evaluation - How to Evaluate LLM Agents
Evaluating Multi-Turn Conversations (Simulation)
Synthetic Dataset Generation for LLM Evaluation
Examples
Integrations
Example Decorator Openai Langchain
Example - Tracing and Evaluation for the OpenAI-Agents SDK
Example - Trace and Evaluate LangGraph Agents
Observability for Anthropic with Langfuse Integration
Integration Azure Openai Langchain
Integrate Databricks with Langfuse
Integration Langchain
Open Source Observability for LangGraph
Langserve Integration
Cookbook - LiteLLM (Proxy) + Langfuse OpenAI Integration + Python Decorator
Integration Llama Index Callback
Integration Llama Index Instrumentation
Integration Llama Index Milvus Lite
Observability for LlamaIndex with Langfuse Integration
Monitoring LlamaIndex applications with PostHog and Langfuse
Observability for LlamaIndex with Langfuse Integration
OSS Observability for OpenAI Assistants API
Cookbook - OpenAI Integration (Python)
Observe OpenAI Structured Outputs with Langfuse
Automate Code Optimization with Weco and Langfuse
Observability for Anthropic JS/TS with Langfuse
MLflow Integration via OpenTelemetry
OpenLIT Integration via OpenTelemetry
Otel Integration Openllmetry
Prompt Management
Security
Other
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