digoal
2024-03-11
PostgreSQL , PolarDB , DuckDB , 向量数据库 , 机器人 , SQL & TEXT , 优化器 , 配置
https://github.com/ftisiot/postgresql-ai-projects
A curated list of PostgreSQL® project including or addressing AI
This list includes projects, extensions or demos showcasing how to use PostgreSQL® in the AI landscape
- pgvector: open-source vector similarity search for PostgreSQL. Includes vector storage and similarity search, as well as IVFFlat and HNSW indexing
- pg_vectorize: open-source PostgreSQL extension that automates the transformation and orchestration of text to embeddings, allowing vector and semantic search on existing data with as little as two function calls.
- postgresml: Generative AI and Simple ML with PostgreSQL. Perform Text classification, Translation, Summarization directly in SQL within the PostgreSQL database.
- PostgresAI bot: a PostgreSQL expert bot, by PostgresAI
- Text to SQL: auto-generate SQL queries from text for free by EverSQL by Aiven
- SQL to Text: explains in plain english what your SQL query does by EverSQL by Aiven
- EverSQL query optimizer: AI-driven query optimizer based on SQL and database metadata. Monitor your database and receive performance insights and improvement suggestions for free
- Ottertune: AI to optimize your Amazon RDS and Aurora database
- DBTune: AI driven PostgreSQL configuration tuning engine
- 📝Image recognition with Python, OpenCV, OpenAI CLIP and pgvector by Francesco Tisiot
- 📝TensorFlow, PostgreSQL®, PGVector & Next.js: building a movie recommender by Olena Kutsenko
- 📽️TensorFlow, PostgreSQL®, PGVector & Next.js: building a movie recommender by Olena Kutsenko
- 📽️How I found my Pokémon cards thanks to Postgres: an AI Journey by Matt Cornillon at pgconf.eu 2023
- 📽️PostgresML: How to Use AI Models and Machine Learning Algorithms in Your Database by Let's Talk Dev
- 📝What's Postgres Got To Do With AI? by Crunchy Data
- 📽️What's next in pgvector
- 📝pgvector 0.5.0 feature highlight and howtos by Jonathan Katz
- 📝An early look at HNSW performance with pgvector by Jonathan Katz
