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PreciseSearch Documentation

Introduction

PreciseSearch is a vertically integrated search engine developed by VectorStackAI.

Unlike traditional retrieval systems, PreciseSearch provides a comprehensive search-as-a-service—handling everything from embedding generation, vector storage, retrieval and re-ranking. This fully integrated approach ensures high-quality, efficient, and precise search results tailored to your needs.

The documentation is divided into the four following sections:

  1. Quickstart: A quickstart guide to help you get started with PreciseSearch.
  2. How-To Guides: Practical guides for using PreciseSearch, including installation, index creation and management, data upsertion and deletion, etc. These guides serve as a hands-on manual to help you integrate PreciseSearch into your workflow.
  3. Tutorials: Step-by-step guides demonstrating how to use PreciseSearch in real-world scenarios. This section provides practical tutorials that showcase PreciseSearch in action, helping you understand its functionality while offering a template to kickstart your own applications.
  4. Reference: API reference for the PreciseSearch Python SDK.