Pinecone.NET

Pinecone.NET is a fully-fledged C# library for the Pinecone vector database. It aims to provide identical functionality to the official Python and Rust libraries.

Features

• Standard Index operations
• gRPC and REST transports for vector operations
• Sparse-dense vectors
• Efficient vector serialization
• Metadata support
• NativeAOT compatibility

Installation

dotnet add package Pinecone.NET or Install-Package Pinecone.NET

Usage

Working with indexes

using Pinecone; // Initialize the client with your API key and environment var apiKey = "your-api-key"; var environment = "your-environment"; // for example us-east4-gcp using var pinecone = new PineconeClient(apiKey, environment); // List all indexes var indexes = await pinecone.ListIndexes(); // Create a new index if it doesn't exist var indexName = "myIndex"; if (!indexes.Contains(indexName)) { await pinecone.CreateIndex(indexName, 1536, Metric.Cosine); } // Get an index by name using var index = await pinecone.GetIndex(indexName); // Configure an index await pinecone.ConfigureIndex(indexName, replicas: 2, podType: "p2"); // Delete an index await pinecone.DeleteIndex(indexName);

Working with vectors

// Assuming you have an instance of `index` // Create and upsert vectors var vectors = new[] { new Vector { Id = "vector1", Values = new float[] { 0.1f, 0.2f, 0.3f }, Metadata = new MetadataMap { ["genre"] = "horror", ["duration"] = 120 } } }; await index.Upsert(vectors); // Fetch vectors by IDs var fetched = await index.Fetch(new[] { "vector1" }); // Query scored vectors by ID var scored = await index.Query("vector1", topK: 10); // Query scored vectors by a new, previously unseen vector var vector = new[] { 0.1f, 0.2f, 0.3f, ... }; var scored = await index.Query(vector, topK: 10); // Query scored vectors by ID with metadata filter var filter = new MetadataMap { ["genre"] = new MetadataMap { ["$in"] = new MetadataValue[] { "documentary", "action" } } }; var scored = await index.Query("birds", topK: 10, filter); // Delete vectors by vector IDs await index.Delete(new[] { "vector1" }); // Delete vectors by metadata filter await index.Delete(new MetadataMap { ["genre"] = new MetadataMap { ["$in"] = new MetadataValue[] { "documentary", "action" } } }); // Delete all vectors in the index await index.DeleteAll();