Semantic Search with PostgreSQL and OpenAI Embeddings

Implementing semantic search within corporate databases can be challenging and requires significant effort. However, does it have to be this way? In this article, I demonstrate how you can utilize PostgreSQL along with OpenAI Embeddings to implement semantic search on your data. If you prefer not to use OpenAI Embeddings API, I will provide you with links to free embedding models.

On a very high level, vector databases with LLMs allow to do semantic …

article corporate data databases data science embedding embeddings image openai postgresql search semantic semantic-search sql