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Pinecone

Pinecone is a vector database that simplifies the process of creating high-performance vector search applications

Official Websitehttps://www.pinecone.io
TagsDatabaseVector
Documentationhttps://docs.pinecone.io/docs/node-client
NodeJS packagehttps://www.npmjs.com/package/@pinecone-database/pinecone
Version0.1.6
Source Codehttps://github.com/pinecone-io/pinecone-ts-client
Network Connection needs

This integration needs network access to the server where the service is running.

See the Network access page for details about how to achieve that.

Credential configuration​

To configure this credential you need the environmment, and the api key to connect to your project.

Here you have an example of a filled credential configuration form in YepCode:

Pinecone snippets available in editor​

note

The title is the triggering text for YepCode to autocomplete the script

Integration​

New integration from credential
const pineconeClient = await yepcode.integration.pinecone('credential-slug')
New integration from plain authentication data
const { PineconeClient } = require("@pinecone-database/pinecone");

const pineconeClient = new PineconeClient();

await pineconeClient.init({
  environment: "YOUR_ENVIRONMENT",
  apiKey: "YOUR_API_KEY",
});

Create Index​

Creates an index
await pineconeClient.createIndex({
  createRequest: {
    name: "example-index",
    dimension: 1024,
  },
});

List Indexes​

Lists all indexes in your project
const indexesList = await pineconeClient.listIndexes();

Construct an Index Object​

Construct an index objet with an existing index name
const index = await pineconeClient.Index("example-index");

Describe Index​

Logs information about an index in your project
const indexDescription = await pineconeClient.describeIndex({
  indexName: "example-index",
});

Delete Index​

Deletes an index
await pineconeClient.deleteIndex({
  indexName: "example-index",
});

Scale Replicas​

Sets the number of replicas and pod type for an index
await pineconeClient.configureIndex({
  indexName: "example-index",
  patchRequest: {
    replicas: 2,
    podType: "p2",
  },
});

Upsert Vectors​

Upserts vector to an index
const index = pineconeClient.Index("example-index");
const upsertRequest = {
  vectors: [
    {
      id: "vec1",
      values: [0.1, 0.2, 0.3, 0.4],
      metadata: {
        genre: "drama",
      },
    },
    {
      id: "vec2",
      values: [0.2, 0.3, 0.4, 0.5],
      metadata: {
        genre: "action",
      },
    },
  ],
  namespace: "example-namespace",
};
const upsertResponse = await index.upsert({ upsertRequest });

Query and Index​

Queries an index filtering
await pineconeClient.configureIndex({
  indexName: "example-index",
  patchRequest: {
    replicas: 2,
    podType: "p2",
  },
});

Update Vectors​

Updates a vector
const index = pineconeClient.Index("example-index");
const updateRequest = {
  id: "vec1",
  values: [0.1, 0.2, 0.3, 0.4],
  setMetadata: { genre: "drama" },
  namespace: "example-namespace",
};
const updateResponse = await index.update({ updateRequest });

Delete Vectors​

Deletes a vector
aconst index = pineconeClient.Index("example-index");
await index.delete1({
  ids: ["vec1", "vec2"],
  namespace: "example-namespace",
});

Create Collection​

Creates a collection from an index
const createCollectionRequest = {
  name: "example-collection",
  source: "example-index",
};

await pineconeClient.createCollection({
  createCollectionRequest,
});

List Collections​

List the collections in your current project
const collectionsList = await pineconeClient.listCollections();

Describe Collection​

Returns a description of one collection
const collectionDescription = await pineconeClient.describeCollection({
  collectionName: "example-collection",
});

Delete Collection​

Deletes a collection
await pineconeClient.deleteCollection({
  collectionName: "example-collection",
});
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