Package index • pineconer

Connection & Utilities

Functions for API connection and response handling

get_api_key(): Get Api Key
get_control_plane_url(): Get Pinecone Control Plane URL
get_data_plane_url(): Get Pinecone Data Plane URL
get_inference_url(): Get Pinecone Inference API URL
get_index_host(): Get Index Host
get_assistant_control_url(): Get Pinecone Assistant Control Plane URL
get_assistant_data_url(): Get Pinecone Assistant Data Plane URL
get_assistant_host(): Get Assistant Host
handle_respons(): Handle the API Response
handle_vectors(): Tidy Vector Data
get_url(): Get Pinecone index url (DEPRECATED)
extract_vector_controller(): Get controller (DEPRECATED)

Index Operations

Create, configure, and manage Pinecone indexes

list_indexes(): List Indexes
create_index(): Create Index
create_index_for_model(): Create Index for Model
describe_index(): Describe Index
delete_index(): Delete Index
configure_index(): Configure Index

Collection Operations

Manage index snapshots as collections

list_collections(): List Collections
create_collection(): Create Collection
describe_collection(): Describe Collection
delete_collection(): Delete Collection

Vector Operations

Query, upsert, fetch, update, and delete vectors

describe_index_stats(): Describe Index Stats
vector_query(): Query Vectors
vector_upsert(): Upsert Vectors
vector_fetch(): Fetch Vectors
vector_update(): Update Vector
vector_delete(): Delete Vectors
vector_list(): List Vector IDs

Inference API

Embed text and rerank documents using Pinecone’s inference models

embed(): Generate Embeddings
rerank(): Rerank Results

Records API

Work with integrated inference indexes (auto-embedding)

records_upsert(): Upsert Records (Integrated Inference)
records_search(): Search Records (Integrated Inference)

Bulk Operations

Import large datasets efficiently

start_import(): Start Bulk Import
describe_import(): Describe Import Operation
list_imports(): List Import Operations
cancel_import(): Cancel Import Operation

Assistant Operations

Create and manage Pinecone Assistants for RAG

list_assistants(): List Assistants
create_assistant(): Create Assistant
describe_assistant(): Describe Assistant
update_assistant(): Update Assistant
delete_assistant(): Delete Assistant

Assistant Files

Upload and manage files for Assistants

assistant_list_files(): List Files in Assistant
assistant_upload_file(): Upload File to Assistant
assistant_describe_file(): Describe File in Assistant
assistant_delete_file(): Delete File from Assistant

Assistant Chat

Chat with Assistants and retrieve context

assistant_chat(): Chat with Assistant
assistant_chat_completions(): Chat Completions with Assistant (OpenAI-compatible)
assistant_context(): Retrieve Context from Assistant
assistant_evaluate(): Evaluate Assistant Answer