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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",
},
});
}
}

Other combinations

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