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    LLM Observability

    Code Examples

    Examples of LangWatch integrated applications

    Below are some examples for integrating LangWatch into your project.

    Azure OpenAI Streaming Bot

    Batch Evaluation

    Custom Evaluation Bot

    DSPy Bot

    DSPy Visualization

    Evaluation Manual Call

    FastAPI App

    Generic Bot

    Generic Bot Exception

    Generic Bot RAG

    Generic Bot RAG Expected Output

    Generic Bot Span Context Manager

    Generic Bot Span Low Level

    Generic Bot Sync Function

    Generic Bot Update Metadata Later

    Guardrails

    Guardrails Parallel

    Guardrails Without Tracing

    LangChain Bot

    LangChain RAG Bot

    LangChain RAG Bot Vertex AI

    LiteLLM Bot

    OpenAI Bot

    OpenAI Bot Function Call

    OpenAI Bot RAG

    Weaviate DSPy Visualization

    Streamlit OpenAI Assistants API Bot

    ​
    OpenTelemetry

    OpenInference DSPy Bot

    OpenInference Haystack

    OpenInference LangChain Bot

    OpenInference OpenAI Bot

    OpenTelemetry Anthropic Bot

    OpenTelemetry LangChain Bot

    OpenTelemetry OpenAI Bot

    Traditional Instrumentation FastAPI App

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