{"id":17526759,"url":"https://github.com/ftisiot/postgresql-ai-projects","last_synced_at":"2025-04-30T18:04:12.035Z","repository":{"id":224943016,"uuid":"764643754","full_name":"ftisiot/postgresql-ai-projects","owner":"ftisiot","description":"List of PostgreSQL® AI projects and resources","archived":false,"fork":false,"pushed_at":"2024-08-01T09:26:03.000Z","size":16,"stargazers_count":82,"open_issues_count":0,"forks_count":6,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-04-30T18:02:59.789Z","etag":null,"topics":["ai","machine-learning","postgresql"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ftisiot.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-02-28T13:04:03.000Z","updated_at":"2025-04-09T19:44:16.000Z","dependencies_parsed_at":"2025-01-14T23:15:13.984Z","dependency_job_id":null,"html_url":"https://github.com/ftisiot/postgresql-ai-projects","commit_stats":null,"previous_names":["ftisiot/postgresql-ai-projects"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ftisiot%2Fpostgresql-ai-projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ftisiot%2Fpostgresql-ai-projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ftisiot%2Fpostgresql-ai-projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ftisiot%2Fpostgresql-ai-projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ftisiot","download_url":"https://codeload.github.com/ftisiot/postgresql-ai-projects/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251758164,"owners_count":21638988,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","machine-learning","postgresql"],"created_at":"2024-10-20T15:02:24.503Z","updated_at":"2025-04-30T18:04:11.995Z","avatar_url":"https://github.com/ftisiot.png","language":null,"funding_links":[],"categories":["Others"],"sub_categories":[],"readme":"# List of PostgreSQL® AI projects and resources\n\n[\u003cimg src=\"https://wiki.postgresql.org/images/a/a4/PostgreSQL_logo.3colors.svg\" align=\"right\"  width=\"100\"\u003e](https://www.postgresql.org/)\n\n\u003e A curated list of PostgreSQL® project including or addressing AI\n\nThis list includes projects, extensions or demos showcasing how to use PostgreSQL® in the AI landscape\n\n## ➕ Extensions\n\n* [pgvector](https://github.com/pgvector/pgvector): open-source vector similarity search for PostgreSQL. Includes vector storage and similarity search, as well as IVFFlat and HNSW indexing\n* [pg_vectorize](https://github.com/tembo-io/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.\n* [postgresml](https://github.com/postgresml/postgresml): Generative AI and Simple ML with PostgreSQL. Perform Text classification, Translation, Summarization directly in SQL within the PostgreSQL database.\n* [azure_ai](https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/introducing-the-azure-ai-extension-to-azure-database-for/ba-p/3980291):  Enables you to integrate Azure AI services with your operational data\n* [azure_local_ai](https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/introducing-in-database-embedding-generation-for-azure-database/ba-p/4146265):  Enables you to generate embeddings within the PostgreSQL database.\n* [pgai](https://github.com/timescale/pgai): Enables you to generate embeddings within the PostgreSQL database. Developed by Timescale\n* [pgvectorscale](https://github.com/timescale/pgvectorscale): Works in conjunction with pgvector and adds the DiskANN indexing type. Developed by Timescale\n\n## 💡 Applications\n\n### 🤖 Bots\n\n* [PostgresAI bot](https://postgres.ai/bot): a PostgreSQL expert bot, by [PostgresAI](https://twitter.com/postgres_ai)\n\n### 📑 Text to SQL and SQL to Text\n\n* [Text to SQL](https://www.eversql.com/text-to-sql/): auto-generate SQL queries from text for free by [EverSQL by Aiven](https://www.eversql.com/?utm_medium=organic\u0026utm_source=ext_blog\u0026utm_content=listpostgresai)\n* [SQL to Text](https://www.eversql.com/sql-to-text/?utm_medium=organic\u0026utm_source=ext_blog\u0026utm_content=listpostgresai): explains in plain english what your SQL query does by [EverSQL by Aiven](https://www.eversql.com/?utm_medium=organic\u0026utm_source=ext_blog\u0026utm_content=listpostgresai)\n\n\n### ⚡️ Query Optimizer\n\n* [Aiven SQL Query Optimizer](https://aiven.io/tools/sql-query-optimizer?utm_medium=organic\u0026utm_source=ext_blog\u0026utm_content=listpostgresai): AI-driven query optimizer based on SQL and database metadata. Monitor your database and receive performance insights and improvement suggestions for free\n\n### 🎛️ Configuration Tuning\n\n* [~~Ottertune~~](https://ottertune.com/): ~~AI to optimize your Amazon RDS and Aurora database~~ Ottertune is no longer a company\n* [DBTune](https://www.dbtune.com/): AI driven PostgreSQL configuration tuning engine\n\n## ✏️ Content\n\n### 👩‍💻Code examples\n\n* 📝[Image recognition with Python, OpenCV, OpenAI CLIP and pgvector](https://aiven.io/developer/find-faces-with-pgvector) by [Francesco Tisiot](https://www.linkedin.com/in/francescotisiot)\n* 📝[TensorFlow, PostgreSQL®, PGVector \u0026 Next.js: building a movie recommender](https://aiven.io/developer/building-a-movie-recommender) by [Olena Kutsenko](https://www.linkedin.com/in/olenakutsenko/)\n* 📽️[TensorFlow, PostgreSQL®, PGVector \u0026 Next.js: building a movie recommender](https://youtu.be/ll2VjbGHO4E) by [Olena Kutsenko](https://www.linkedin.com/in/olenakutsenko/)\n* 📽️[How I found my Pokémon cards thanks to Postgres: an AI Journey](https://www.youtube.com/watch?v=QofVrNDSby4) by [Matt Cornillon](https://www.linkedin.com/in/matt-cornillon/) at [pgconf.eu 2023](https://2023.pgconf.eu/)\n* 📽️[PostgresML: How to Use AI Models and Machine Learning Algorithms in Your Database](https://www.youtube.com/watch?v=JTgl5GwrMu8) by Let's Talk Dev\n* 📝[What's Postgres Got To Do With AI?](https://www.crunchydata.com/blog/whats-postgres-got-to-do-with-ai) by Crunchy Data\n* 📝[Real-time text translation using the azure_ai extension in Azure Database for PostgreSQL](https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/real-time-text-translation-using-the-azure-ai-extension-in-azure/ba-p/4081157) by [Denzil Ribeiro](https://techcommunity.microsoft.com/t5/user/viewprofilepage/user-id/218602)\n\n### What's next\n\n* 📽️[What's next in pgvector](https://www.youtube.com/watch?v=CzeTgNoHXN0)\n* 📝[pgvector 0.5.0 feature highlight and howtos](https://jkatz05.com/post/postgres/pgvector-overview-0.5.0/) by [Jonathan Katz](https://www.linkedin.com/in/jonathan-katz-6495532/)\n* 📝[An early look at HNSW performance with pgvector](https://jkatz05.com/post/postgres/pgvector-hnsw-performance/) by [Jonathan Katz](https://www.linkedin.com/in/jonathan-katz-6495532/)\n\n### Presentation slides\n\n* 🛝[Finding PostgreSQL’s fit in the AI space](https://ftisiot.net/talks/postgresql-fit-ai/) by [Francesco Tisiot](https://www.linkedin.com/in/francescotisiot)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fftisiot%2Fpostgresql-ai-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fftisiot%2Fpostgresql-ai-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fftisiot%2Fpostgresql-ai-projects/lists"}