Postgres as a search engine

Postgres as a search engine — any blockers?

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You can use @vercel PostgreSQL as a vector database with pgvector. Here is an example I put together yesterday of semantic search with OpenAI embeddings and Next.js App Router https://t.co/vlOjGstNoI

Jared Palmer x.com

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RAG pipeline and LLM search in one SQL query using Postgres https://t.co/DVAZdZ6Zfh

Tom Dörr

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The rise of LLMs has been the main push for the adoption of vector databases. Turning text (or even multimodal) data into an embedding vector can significantly improve performance of any AI application. However, it is quite possible that we can get even better performance if we first build that basis workhorse of the Internet era - a search engine.... See more

Bojan Tunguz

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