Ml Python Packages

mlflow-skinny

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow-tracing

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

tensorflow

An Open Source Machine Learning Framework for Everyone

onnx

Open standard for machine learning interoperability

opentelemetry-instrumentation-haystack

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

opentelemetry-instrumentation-vertexai

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-milvus

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

ultralytics-thop

Profile PyTorch models for FLOPs and parameters, helping to evaluate computational efficiency and memory usage.

opentelemetry-instrumentation-llamaindex

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-ollama

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-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-chromadb

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-alephalpha

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