Confused about Namespaces? Multitenancy? Metadata Filtering? Check out the new notebook!

AudreyLorb.Pinecone · September 2, 2023, 1:55am

Let us know if you have questions! Can’t wait to hear from you

pinecone-io/examples/blob/master/learn/search/namespaces/namespaces_demo.ipynb?utm_content=262980012&utm_medium=social&utm_source=twitter&hss_channel=tw-1287624141001109504

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "146becc4-cef2-48f6-859a-7238170cdb44",
   "metadata": {},
   "source": [
    "# Working with Namespaces in Pinecone\n",
    "\n",
    "Namespaces are a unique concept in Pinecone -- they are logical separators of vectors within a single index. Namespaces are invaluable when tackling problems surrounding multitenancy and scaling in a financially sustainable manner. Stay tuned for an indepth writeup about namespaces that will touch on these issues and much more in the future.\n",
    "\n",
    "In this notebook, we will showcase namespaces' utility by building a search application that deals with a simple multitenant situation: we will have 3 users (\"tenants\") who'd like results back in their native languages -- one user speaks English, another user speaks Italian, and another user speaks French. The language our Pinecone engine receives at query-time will determine where (i.e. which namespace) the query is routed.\n",
    "\n",
    "Let's get started!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9e30ce3-85d7-4bac-961a-64eaec0aa7d9",
   "metadata": {},

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