Why AutoGPT engineers ditched vector databases | Dariusz Semba
dariuszsemba.com
Why AutoGPT engineers ditched vector databases | Dariusz Semba
VECTOR DATABASES ARE THE WRONG ABSTRACTION. Here’s a better way: introducing pgai Vectorizer, a new open-source PostgreSQL tool that automatically creates and syncs embeddings with source data, just like a database index.
❌ Why vector databases fail
Vector databases treat embeddings as independent data,... See more
Traditional (SQL) databases rely primarily on keyword-based searches to retrieve information. These searches match the exact words or phrases in your query to the text stored in the database. While effective for many applications, this method has limitations when it comes to understanding context or finding relevant information that doesn’t include... See more
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