Hugging Face
Chat completion
Conversation message contracts, response options, and the provider reference.
Read the primary reference huggingface.coExplore this learning trackThe reference shelf
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Documentation and reference material behind the guides. Read the original contract before implementing a provider or library integration.
Each article uses one selected editorial source. This directory brings those references together and adds context for choosing where to read next. Names identify the source publisher; they do not imply a partnership or endorsement. The surrounding application architectures are proposed learning patterns, not promises made by the linked organizations.
Documentation can change. Verify supported parameters, versions, operational limits, and data-handling terms directly with the service you choose. Source links were checked for this collection on September 29, 2026.
Anthropic
Tool use
Client- and server-executed tools, tool definitions, and the application loop.
Read the primary reference platform.claude.comExplore this learning trackJSON Schema
JSON Schema objects
Properties, required fields, and controlling additional object properties.
Read the primary reference json-schema.orgExplore this learning trackHugging Face
Feature extraction
Embedding representations and the feature-extraction interface.
Read the primary reference huggingface.coExplore this learning trackAnthropic
Prompt engineering
Success criteria, empirical testing, and prompt development practices.
Read the primary reference platform.claude.comExplore this learning trackROS 2 design
Actions in ROS 2
Goals, feedback, results, and cancellation in long-running tasks.
Read the primary reference design.ros2.orgExplore this learning trackBrainFlow
Biosignal data formats
Board-specific channels, array layouts, units, and timestamp semantics.
Read the primary reference brainflow.readthedocs.ioExplore this learning trackFINRA
AI and investment fraud
An investor-focused warning about misleading AI-related investment claims.
Read the primary reference www.finra.orgExplore this learning trackGoogle SRE
Handling overload
Resource-aware load management, degraded service, and overload handling.
Read the primary reference sre.googleExplore this learning trackRead with a specific question.
Look for the request and response shape, explicit error states, permission assumptions, supported versions, and limitations. Keep those documented facts separate from the workflow you intend to build around them. When a reference is unclear, preserve that uncertainty rather than turning it into a product promise.
How references fit the guides