What is Vectorize?

Vectorize is a comprehensive platform that simplifies the process of building AI-powered applications with vector search capabilities. It provides automated data extraction, intelligent vectorization strategies, and real-time RAG (Retrieval Augmented Generation) pipelines.

The Problem Vectorize Solves

Building AI applications with vector search involves many complex challenges:

Complex data extraction from various unstructured sources
Choosing the right embedding models and chunking strategies
Managing vector database integrations and updates
Keeping vector indexes synchronized with source data
Optimizing retrieval performance and relevance

How Vectorize Works

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Automated Data Extraction

Automatically extracts and processes content from 20+ data sources including Google Drive, Notion, Confluence, PDFs, and more.

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Smart Vectorization

Uses RAG evaluation to automatically find the best embedding models and chunking strategies for your specific data.

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Real-time Updates

Keeps your vector search indexes up-to-date automatically, ensuring your AI applications never work with stale data.

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Easy Integration

Integrates with your existing vector databases like Pinecone, Weaviate, Qdrant, and more, so you maintain full control.

Key Components

RAG Pipeline Builder

A user-friendly interface that lets you construct scalable RAG pipelines without writing complex code. Simply connect your data sources, configure your processing parameters, and deploy.

RAG Evaluation Engine

Automatically evaluates different RAG strategies to find the optimal configuration for your unique data. Compares embedding models, chunking strategies, and retrieval methods in under a minute.

Advanced Retrieval Endpoint

A built-in retrieval API that handles query vectorization, k-ANN search, query rewriting, re-ranking, and metadata enrichment automatically.

Real-time Synchronization

Monitors your data sources for changes and updates your vector indexes immediately, ensuring your AI applications always have access to the latest information.

Who Should Use Vectorize?

AI Developers: Building RAG applications, chatbots, or search systems
Data Teams: Managing large volumes of unstructured data for AI consumption
Product Teams: Adding AI-powered search and recommendations to applications
Enterprise: Implementing knowledge management and document search solutions

Getting Started

Vectorize is forever free for individual developers. Create an account to start building your first RAG pipeline in minutes.