AI Observability And Evaluation

Understanding authentication, rate limits, request shapes, errors, and source attribution.

Skill linked from curated resource requirements.

Loading, cleaning, chunking, and normalizing documents or structured data.

Skill linked from curated resource requirements.

Finding root causes through logs, reproduction, isolation, and targeted tests.

Skill linked from curated resource requirements.

Testing LLM quality, retrieval quality, task completion, and regression behavior.

Skill linked from curated resource requirements.

Diagnosing poor AI outputs by adjusting instructions, context, examples, and constraints.

Skill linked from curated resource requirements.

Connecting LLMs to external knowledge with retrieval, ranking, and grounded responses.

Skill linked from curated resource requirements.

Creating repeatable checks for UI, API, integration, and regression behavior.

Skill linked from curated resource requirements.

Breaking a task into reliable steps, checkpoints, retries, and human review gates.

Skill linked from curated resource requirements.

Open-source observability and evaluation tool for LLM and ML applications.

Curated tool relationship for future one-stop directory pages.

Open-source LLM observability and tracing platform.

Curated tool relationship for future one-stop directory pages.

Open-source tool for testing, evaluating, and red-teaming prompts and LLM apps.

Curated tool relationship for future one-stop directory pages.

Evaluation framework for RAG and LLM application quality checks.

Curated tool relationship for future one-stop directory pages.

Observability and debugging platform for AI agents.

Curated tool relationship for future one-stop directory pages.

Open-source observability platform for LLM usage, latency, and cost tracking.

Curated tool relationship for future one-stop directory pages.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.