Jan. 4, 2024, 8:31 p.m. | David Mezzetti

DEV Community dev.to


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 authentication authorization database embeddings implementation language language model llm machinelearning network nlp orchestration python search security semantic service small through workflows yaml

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