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Update Pinecone vector store docs for the builder pattern #2217

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Feb 12, 2025
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Update Pinecone vector store docs for the builder pattern #2217

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17 changes: 10 additions & 7 deletions spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs/pinecone.adoc
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ To set up `PineconeVectorStore`, gather the following details from your Pinecone
[NOTE]
====
This information is available to you in the Pinecone UI portal.
The namespace support is not available in the Pinecone free tier.
====

== Auto-configuration
Expand Down Expand Up @@ -154,8 +155,7 @@ NOTE: These filter expressions are converted into the equivalent Pinecone filter

== Manual Configuration

If you prefer to configure the `PineconeVectorStore` manually, you can do so by creating a `PineconeVectorStoreConfig` bean
and passing it to the `PineconeVectorStore` constructor.
If you prefer to configure `PineconeVectorStore` manually, you can do so by using the `PineconeVectorStore#Builder`.

Add these dependencies to your project:

Expand Down Expand Up @@ -189,11 +189,14 @@ To configure Pinecone in your application, you can use the following setup:
----
@Bean
public VectorStore pineconeVectorStore(EmbeddingModel embeddingModel) {
return PineconeVectorStore
.builder(embeddingModel, PINECONE_API_KEY, PINECONE_PROJECT_ID, PINECONE_ENVIRONMENT, PINECONE_INDEX_NAME)
.namespace(PINECONE_NAMESPACE) // the free tier doesn't support namespaces.
.contentFieldName(CUSTOM_CONTENT_FIELD_NAME) // optional field to store the original content. Defaults to `document_content`
.build();
return PineconeVectorStore.builder(embeddingModel)
.apiKey(PINECONE_API_KEY)
.projectId(PINECONE_PROJECT_ID)
.environment(PINECONE_ENVIRONMENT)
.indexName(PINECONE_INDEX_NAME)
.namespace(PINECONE_NAMESPACE) // the free tier doesn't support namespaces.
.contentFieldName(CUSTOM_CONTENT_FIELD_NAME) // optional field to store the original content. Defaults to `document_content`
.build();
}
----

Expand Down