Bump @pinecone-database/pinecone from 3.0.3 to 4.0.0

[dependabot]

Bumps @pinecone-database/pinecone from 3.0.3 to 4.0.0.

Release notes

Sourced from @​pinecone-database/pinecone's releases.

v4.0.0

---

Features

This version of the Typescript client introduces two new endpoints: Rerank and Import.

Rerank

Rerank provides users the ability to rerank documents in descending relevance-order against a given query. Reranking documents is a common "second-pass" ranking strategy broadly used in retrieval applications.

Example code:

import { Pinecone } from '@pinecone-database/pinecone';
const pc = new Pinecone();
const rerankingModel = 'bge-reranker-v2-m3';
const myQuery = 'What are some good Turkey dishes for Thanksgiving?';
// Option 1: Documents as an array of strings
const myDocsStrings = [
'I love turkey sandwiches with pastrami',
'A lemon brined Turkey with apple sausage stuffing is a classic Thanksgiving main',
'My favorite Thanksgiving dish is pumpkin pie',
'Turkey is a great source of protein',
];
// Option 1 response
const response = await pc.inference.rerank(
rerankingModel,
myQuery,
myDocsStrings
);
console.log(response);
// {
// model: 'bge-reranker-v2-m3',
// data: [
//   { index: 1, score: 0.5633179, document: [Object] },
//   { index: 2, score: 0.02013874, document: [Object] },
//   { index: 3, score: 0.00035419367, document: [Object] },
//   { index: 0, score: 0.00021485926, document: [Object] }
// ],
// usage: { rerankUnits: 1 }
// }
// Option 2: Documents as an array of objects
const myDocsObjs = [
{
title: 'Turkey Sandwiches',
body: 'I love turkey sandwiches with pastrami',
},
{
title: 'Lemon Turkey',
body: 'A lemon brined Turkey with apple sausage stuffing is a classic Thanksgiving main',
</tr></table>

... (truncated)

Commits

• 156b8e5 [skip ci] Publish release v4.0.0
• f27db40 Remove "bulk" language from README wrt Import operations (#305)
• 4e655d3 Allow users to pass customField to /rerank endpoint (#303)
• 02f4ef9 Add rerank endpoint (#284)
• 94f1a7b Add Bulk Import (#282)
• 8c1a209 Add new generated code + new generation script for 2024-10 RC (#283)
• 760a033 Centralize test indexes for integration tests (#291)
• 03de66c Quick update to README re: list endpoint (#293)
• c2b24c8 Perform housekeeping on RC Github worfklow (#289)
• 9dcd99e Change language around records --> vectors where appropriate (#288)
• Additional commits viewable in compare view

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---

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[dependabot]

Superseded by #30.