Vectorize

Vectorize is an AI tool designed to convert unstructured data into structured vector search indexes optimally. This technology has been developed for Retrieval Augmented Generation, which implies it functions on the principle of retrieving and utilizing the relevant information for the enhancement of AI task performance.

Vectorize transforms unstructured data into AI-ready vectors and then stores them into a user's selected vector database. It creates and maintains vector indexes in the user's preferred database. In operation, it can deliver improved AI task performance, perfect for applications such as question answering systems, AI copilots, call center automation, content automation, and hyper-personalization.

Vectorize creates structured vector search indexes by leveraging the process of import, experiment, and deploy. During the import phase, documents are uploaded or linked to external knowledge management systems enabling Vectorize to extract natural language for AI use. The experiment phase includes determining the most beneficial chunking and embedding strategies. After selecting a vector configuration, the real-time pipeline is established through the deploy phase, automatically updating when there are changes in the data.

Using Vectorize involves three steps: import, experiment, and deploy. In the import phase, users upload documents or link to external knowledge management systems, allowing Vectorize to extract the natural language necessary for AI usage. The experiment phase involves running through multiple chunking and embedding strategies, quantifying the results of each. Once a vector configuration is selected, deployment turns it into a real-time vector pipeline, which is automatically updated when changes occur to ensure always accurate search results.

In Vectorize's import process, users upload documents or connect to external knowledge management systems. Vectorize then extracts natural language which can be used by the AI. It offers out-of-the-box connectors to many popular knowledge repositories, collaboration platforms, CRMs, and more, simplifying the task of turning knowledge into gen AI.