API Authorization and Authentication

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. txtai can run in Python, with YAML configuration and through an API service.

The default API service implementation runs without any security. This may be OK for a local prototype or if it's run on a small internal network. But in most cases, additional security measures should be taken.

This article will demonstrate how to add authorization, authentication and middleware dependencies to a txtai API …

api api authorization authentication authorization configuration database default implementation internal internal network language llm local machinelearning may network nlp orchestration prototype python run search security semantic service workflows yaml