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Connect Pinecone and Couchbase in our serverless environment

Use this template to Fetch vectors from a Pinecone index using them to insert documents into Couchbase collection.

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Fetch vectors from a Pinecone index

Used integrations:
class PineconeSourceFetchVectors {
    async init() {
        // TODO: Create your pinecone credential
        // More info at https://yepcode.io/docs/integrations/pinecone/#credential-configuration
        this.pineconeClient = yepcode.integration.pinecone(
            "your-pinecone-credential-name"
        );
        // TODO: Select the index name you want to recover.
        // More info at https://docs.pinecone.io/docs/node-client#index
        this.index = await this.pineconeClient.Index("your-index-name");
    }

    async fetch(publish, done) {
        // TODO:  Set your vectors id you want to fetch.
        // More info at https://docs.pinecone.io/docs/node-client#indexfetch
        const vectors = await this.index.fetch([
            "example-id-vec1",
            "example-id-vec2",
        ]);
        for (const vector of vectors) {
            // TODO: Customize record columns mapping to the item that will be published
            const item = {
                id: vector.id,
                values: vector.values,
                metadata: vector.metadata,
                namespace: vector.namespace,
            };
            await publish(item);
        }
        done();
    }

    async close() {}
}

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Insert documents into Couchbase collection

Used integrations:
class CouchbaseTargetInsert {
    async init() {
        // TODO: Create your couchbase credential
        // More info at https://yepcode.io/docs/integrations/couchbase/#credential-configuration
        this.couchbaseCluster = yepcode.integration.couchbase(
            "your-couchbase-credential-name"
        );
    }

    async consume(item) {
        // TODO: Customize your bucket, scope and collection names
        // TODO: Customize your item id and data if needed
        await this.couchbaseCluster
            .bucket("your-bucket-name")
            .scope("your-scope-name")
            .collection("your-collection-name")
            .upsert(item.id, item);
    }

    async close() {}
}

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