Comprehensive AI documentation

When documenting AI integrations, provide comprehensive examples that showcase all common initialization and usage patterns. Documentation should include:

1. All initialization methods (direct constructor, .fromDocuments, etc.)
2. Links to related components and services
3. Complete usage examples with different options
4. Adherence to standardized documentation templates

For example, when documenting a vector store integration:

// Show direct initialization
const vectorStore = new AIVectorStore(new SomeEmbeddings());

// Also show initialization from documents
const documents = [new Document({ pageContent: "text" })];
const vectorStoreFromDocs = await AIVectorStore.fromDocuments(
  documents,
  new SomeEmbeddings()
);

// Demonstrate common operations
const results = await vectorStore.similaritySearch("query", 5);

This practice ensures developers can quickly understand and implement AI integrations without needing to search through multiple documentation pages or source code.