Model Monitoring Python Packages

opentelemetry-instrumentation-anthropic

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-langchain

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-openai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-vertexai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-google-generativeai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-bedrock

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-crewai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-qdrant

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-cohere

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-llamaindex

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-ollama

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-transformers

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-replicate

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-watsonx

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-weaviate

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-mistralai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-together

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-chromadb

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-sagemaker

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-alephalpha

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-milvus

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-pinecone

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-marqo

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

opentelemetry-instrumentation-lancedb

Open-source observability for your GenAI or LLM application, based on OpenTelemetry