{"id":29822989,"url":"https://github.com/timescale/busy-dev-pgvector-intro","last_synced_at":"2025-07-29T01:38:16.240Z","repository":{"id":299371652,"uuid":"863204740","full_name":"timescale/busy-dev-pgvector-intro","owner":"timescale","description":"A busy developers guide to building AI applications with PostgreSQL","archived":false,"fork":false,"pushed_at":"2024-09-26T18:06:21.000Z","size":3588,"stargazers_count":17,"open_issues_count":0,"forks_count":5,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-06-16T07:57:32.656Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"PLpgSQL","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/timescale.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null}},"created_at":"2024-09-25T22:38:27.000Z","updated_at":"2025-03-25T06:48:06.000Z","dependencies_parsed_at":"2025-06-16T07:57:35.309Z","dependency_job_id":"033452cf-e22f-4253-bdf7-3c7c4e97aa88","html_url":"https://github.com/timescale/busy-dev-pgvector-intro","commit_stats":null,"previous_names":["timescale/busy-dev-pgvector-intro"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/timescale/busy-dev-pgvector-intro","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timescale%2Fbusy-dev-pgvector-intro","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timescale%2Fbusy-dev-pgvector-intro/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timescale%2Fbusy-dev-pgvector-intro/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timescale%2Fbusy-dev-pgvector-intro/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/timescale","download_url":"https://codeload.github.com/timescale/busy-dev-pgvector-intro/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timescale%2Fbusy-dev-pgvector-intro/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267616867,"owners_count":24116171,"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","status":"online","status_checked_at":"2025-07-28T02:00:09.689Z","response_time":68,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2025-07-29T01:38:12.141Z","updated_at":"2025-07-29T01:38:16.227Z","avatar_url":"https://github.com/timescale.png","language":"PLpgSQL","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Building AI Applications with PostgreSQL: A busy developer's guide\nResources and code for the live session about building AI applications with PostgreSQL.\n\n## Recording\nView the recording of the live session [here](https://youtu.be/Ua6LDIOVN1s?si=C8G0MgkwZ9pc7769).\n\n## Presentation Slides\nView and download the slides from the presentation [here](./busy_dev_pgvector_intro_slides.pdf).\n\n## Code\nSee the [pgai_demo.sql](./pgai_demo.sql) file for the code used in the live demo.\n\n## Resources\nWant to spend more time building your RAG app and less time managing your database? Try [Timescale Cloud](https://tsdb.co/ai-webinar).\n\n### Extensions for building AI applications with PostgreSQL\n- [pgvector](https://github.com/pgvector/pgvector)\n- [pgai](https://github.com/timescale/pgai)\n- [pgvectorscale](https://github.com/timescale/pgvectorscale)\n\n### Blogs referenced in the presentation\n- [Rise of the AI Engineer](https://www.latent.space/p/ai-engineer)\n- [IVFFLAT index in pgvector](https://www.timescale.com/blog/nearest-neighbor-indexes-what-are-ivfflat-indexes-in-pgvector-and-how-do-they-work/)\n- [HNSW index in pgvector ](https://www.timescale.com/blog/vector-database-basics-hnsw/)\n- [StreamingDiskANN index in pgvector](https://www.timescale.com/blog/how-we-made-postgresql-as-fast-as-pinecone-for-vector-data/)\n- [Hybrid search in pgvector](https://jkatz05.com/post/postgres/hybrid-search-postgres-pgvector/)\n- [Hybrid search with pgvector and Cohere](https://www.timescale.com/blog/postgresql-hybrid-search-using-pgvector-and-cohere/)\n- [Build search and RAG systems on PostgreSQL using Cohere and pgai](https://www.timescale.com/blog/build-search-and-rag-systems-on-postgresql-using-cohere-and-pgai/)\n- [RAG is more than just vector search](https://www.timescale.com/blog/rag-is-more-than-just-vector-search/)\n\n## Next steps\n- [RAG is more than just vector search](https://www.timescale.com/blog/rag-is-more-than-just-vector-search/)\n- More blogs on the [Timescale AI blog](https://www.timescale.com/blog/tag/ai/) \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftimescale%2Fbusy-dev-pgvector-intro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftimescale%2Fbusy-dev-pgvector-intro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftimescale%2Fbusy-dev-pgvector-intro/lists"}