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Connect CouchDB and Pinecone in our serverless environment

Use this template to Read documents from CouchDB collection using them to upserts vectors into a Pinecone index.

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Read documents from CouchDB collection

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

    async fetch(publish, done) {
        // TODO: Customize your query.
        // See available options at: https://docs.couchdb.org/en/latest/api/database/find.html#db-find
        const query = {
            selector: {
                name: "John Doe",
                age: {
                    $gte: 18
                },
            },
        };
        // TODO: Customize your database name
        const {
            docs
        } = await this.couchdb.use("your-db-name").find(query);

        for (const doc of docs) {
            await publish(doc);
        }
        done();
    }

    async close() {}
}

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Upserts vectors into a Pinecone index

Used integrations:
class PineconeTargetUpsertVectors {
    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");
        this.vectors = [];
    }

    async consume(item) {
        // TODO: Save vectors you want to upsert into a namespace.
        this.vectors.push({
            id: item.id,
            values: item.values,
            metadata: item.metadata,
        });
    }

    async close() {
        // TODO: Write vectors into a namespace.
        // More info at https://docs.pinecone.io/docs/node-client#indexupsert
        await this.index.upsert({
            upsertRequest: {
                vectors: this.vectors,
                namespace: "your-namespace",
            },
        });
    }
}

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