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Llmops Python Packages

Python packages with the GitHub topic llmops. Sorted by relevance, with stars and monthly downloads.
BerriAI
litellm

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

359.2M 46K 8K
mlflow
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.

38.3M 26K 6K
mlflow
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.

36.4M 26K 6K
mlflow
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.

16.2M 26K 6K
traceloop
opentelemetry-instrumentation-vertexai

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

6.1M 7K 951
Arize-ai
openinference-semantic-conventions

OpenTelemetry Instrumentation for AI Observability

5.5M 951 224
Arize-ai
openinference-instrumentation

OpenTelemetry Instrumentation for AI Observability

5.2M 951 224
comet-ml
opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

4.8M 19K 1K
traceloop
opentelemetry-instrumentation-bedrock

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

4.6M 7K 951
traceloop
opentelemetry-instrumentation-cohere

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

4.5M 7K 951
traceloop
opentelemetry-instrumentation-llamaindex

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

4.5M 7K 951
traceloop
opentelemetry-instrumentation-ollama

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

4.5M 7K 951
traceloop
opentelemetry-instrumentation-qdrant

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-replicate

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-transformers

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-crewai

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-chromadb

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-haystack

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-weaviate

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-mistralai

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-pinecone

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-watsonx

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-milvus

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

4.4M 7K 951
traceloop
opentelemetry-instrumentation-together

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

4.4M 7K 951
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