Pinecone Python SDK

Getting Started

• Installation
• Quickstart
• Authentication

Guides

• How Pinecone Works
• Sync vs Async Clients
• Error Handling
• Pagination
• Performance

Migration & FAQ

• Migrating from v8.x to v9.x
• FAQ

By Subject

Indexes

• Working with Serverless Indexes
• Working with Pod-Based Indexes
• Backups and Restore

Vectors

• Upserting and Querying Vectors
• Bulk Importing Vectors
• Working with Namespaces

Inference

• Generating Embeddings
• Reranking Results

Assistant

• Working with the Assistant

Collections

• Working with Collections

Integrated Records

• Integrated Records (Server-Side Embedding)

By Client

Sync (Pinecone)

• Pinecone
• Index
• Models
• Exceptions

Async (AsyncPinecone)

• AsyncPinecone
• AsyncIndex

gRPC (GrpcIndex)

• Using the gRPC Client
• GrpcIndex

Admin

• Admin

Preview (Pre-release)

• Preview