API Reference

Welcome to Vectorize

Vectorize helps you build AI apps faster and with less hassle. It automates data extraction, finds the best vectorization strategy using RAG evaluation, and lets you quickly deploy real-time RAG pipelines for your unstructured data. Your vector search indexes stay up-to-date, and it integrates with your existing vector database, so you maintain full control of your data. Vectorize handles the heavy lifting, freeing you to focus on building robust AI solutions without getting bogged down by data management.

Vectorize RAG Pipeline Architecture

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Data Sources
EXTRACT
Data Parsing
TRANSFORM
Chunking and Embedding
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Vector Database

Real Time Streaming

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HTML
DOCX
MD
TXT
CSV
XLSX
RTF
JSON

Pre-Processing

Text Splitting
Metadata Extraction
Content Filtering

Top Embedder

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Create an Account

Vectorize is forever free for individual developers who need simple RAG pipeline and RAG evaluation capabilities.

Create an account at https://platform.vectorize.io.

Vectorize Features

Vectorize equips you with tools to connect to data, manage RAG pipelines, and fine-tune embedding parameters.

RAG Evaluation Tools

  • Automatically evaluates RAG strategies to find the best one for your unique data.
  • Allows you to measure the performance of different embedding models and chunking strategies, usually in less than one minute.

RAG Pipeline Builder

  • Construct scalable RAG pipelines with our user-friendly interface (API coming soon)
  • Keep your vector indexes synchronized with your data sources
  • Connect to 20+ data sources including Google Drive, Notion, Confluence, and more