Chunking Documentation for RAG Pipelines
Chunking strategy matters more than embedding model choice.
Yara Salcedo
Editor at Large
Yara Salcedo
Yara Salcedo covers docs for ai, ai-native documentation and api reference for Docs As Code.
9 stories
Semantic Search Optimization for Documentation Sites
Semantic search matches user intent with docs by meaning, not just keywords.
Yara Salcedo
Building a RAG Pipeline Over Documentation with LangChain
Learn where RAG pipelines fail silently and how to avoid those early mistakes with LangChain.
Yara Salcedo
In-Product AI Assistance Powered by Documentation
Strong documentation structure determines whether AI assistance actually solves problems.
Yara Salcedo
SDKs vs Direct API Calls in Documentation Strategy
Documentation strategy succeeds when someone decides SDK-versus-direct-API before building the docs.
Yara Salcedo
OpenAPI Spec as the Single Source of Truth
Keeping specs in sync with APIs requires design-first discipline.
Yara Salcedo
Git-connected documentation platforms for API teams
Git-connected platforms keep API documentation in sync with code changes automatically.
Yara Salcedo
OpenAPI Specification Structure and Authoring Workflow
How OpenAPI 3.2 refines API documentation structure and authoring workflows.
Yara Salcedo
Measuring Documentation Quality and Coverage
Forgotten metrics reveal why your docs fail readers even when they look good on paper.
Yara Salcedo