GuidesOverview
Langfuse Cookbook
You can find the ipynb files in the cookbook directory of the repository.
Classification
Evaluation
Evaluation of RAG pipelines with Ragas
Run Langchain Evaluations on data in Langfuse
Evaluate Langfuse LLM Traces 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: Langfuse Decorator + OpenAI Integration + Langchain Integration
Example - Tracing and Evaluation for the OpenAI-Agents SDK
Example - Trace and Evaluate LangGraph Agents
Amazon Bedrock Integration
Observability for Anthropic with Langfuse Integration
Langfuse Tracing and Prompt Management for Azure OpenAI and Langchain
Integrate Databricks with Langfuse
Cookbook: Langchain Integration (Python)
Open Source Observability for LangGraph
Langserve Integration
Cookbook - LiteLLM (Proxy) + Langfuse OpenAI Integration + Python Decorator
Cookbook LlamaIndex Integration
Cookbook LlamaIndex Integration (Instrumentation Module)
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
Observability for Anthropic JS/TS with Langfuse
Tracing using the OpenInference SDK
MLflow Integration via OpenTelemetry
OpenLIT Integration via OpenTelemetry
OpenLLMetry Integration via OpenTelemetry
Prompt Management
Security
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