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: ```javascript // 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.