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# Best of pgvector — 2024

1. 1  
[](/posts/springai-llama3-and-pgvector-bragging-rights--wxze2e9ua "SpringAI, llama3 and pgvector: bRAGging rights!")  
Article  
![Avatar of devto](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/devto)DEV · 2y  
SpringAI, llama3 and pgvector: bRAGging rights!  
The post discusses the introduction of SpringAI as a tool for AI development, its integration with open-source LLMs, and the implementation of the Retrieval Augmented Generation (RAG) workflow. It explores the process of generating sayings and essays, storing embeddings in Postgres using the pgvector extension, and performing similarity searches.  
34
2. 2  
[](/posts/postgres-is-all-you-need-even-for-vectors-oiz7kuzch "Postgres is all you need, even for vectors")  
Article  
![Avatar of community](https://media.daily.dev/image/upload/t_logo,f_auto/v1655817725/logos/community)Community Picks · 2y  
Postgres is all you need, even for vectors  
Explore the versatility of using Postgres for vector storage and querying with the pgvector extension. Learn about the performance and cost advantages compared to other databases. Discover how Postgres can be used for knowledge graphs and hybrid search.  
30  
1
3. 3  
[](/posts/pgvector-for-python-developers-bsvcwrz8p "pgvector for Python developers")  
Article  
![Avatar of pamelafox](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9c7963f6b19440b1b6bc15aff07efda7)Pamela Fox · 2y  
pgvector for Python developers  
Learn about vector embeddings, how to use pgvector with PostGreSQL, and perform similarity and searching with pgvector in Python.  
19  
1

[See all pgvector archives](/tags/pgvector/best-of)

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