Vector database
A database designed to store and search high-dimensional vectors (embeddings). Used in RAG systems when a support query arrives, the vector database finds the most semantically similar documents to use as context for Claude's response.
How PURIST uses this
This concept is built into every automation we deploy.
When PURIST builds your automation, Vector database is not an optional consideration it is part of the production standard. Our workflows are tested against edge cases, monitored 24/7, and built to handle what happens when things don't go as expected.
Every client workflow we deploy in the AI & Agents category is designed with this principle in mind from day one not added as an afterthought.
Complexity level
Technical term used in production automation systems.
Related terms
RAG (Retrieval-Augmented Generation)
An AI pattern where an LLM retrieves relevant data from a knowledge base before …
Embedding (AI)
A numerical representation of text that captures its semantic meaning. Embedding…
Claude AI
Anthropic's large language model. In automation context, Claude can classify sup…
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