{"id":23127628,"url":"https://github.com/hlfshell/gsvt","last_synced_at":"2025-10-30T02:18:33.003Z","repository":{"id":167641371,"uuid":"643268367","full_name":"hlfshell/gsvt","owner":"hlfshell","description":"GSVT - Go SQLite Vector Topper; an add-on to add vector searches in embedded applications","archived":false,"fork":false,"pushed_at":"2023-05-27T17:37:15.000Z","size":298,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-04T05:42:59.026Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Go","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/hlfshell.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}},"created_at":"2023-05-20T16:14:38.000Z","updated_at":"2025-01-01T20:28:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"b13a2172-8239-44e4-9b21-a0de5c8eaee2","html_url":"https://github.com/hlfshell/gsvt","commit_stats":null,"previous_names":["hlfshell/gsvt"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hlfshell/gsvt","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Fgsvt","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Fgsvt/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Fgsvt/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Fgsvt/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hlfshell","download_url":"https://codeload.github.com/hlfshell/gsvt/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Fgsvt/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266287824,"owners_count":23905461,"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":[],"created_at":"2024-12-17T09:14:16.921Z","updated_at":"2025-10-30T02:18:27.967Z","avatar_url":"https://github.com/hlfshell.png","language":"Go","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GSVT\n\nGSVT (Go Sqlite Vector Topper) is an add-on library that utilizes SQLite as a vector search engine, *sort of*. It's for small client-side applications where the total set of vectors being searched across can be loaded into memory, searched, and then unloaded. It is less efficient than a direct vector database. Why use this then? Simplicity and ease of deployment. The end-user doesn't need to load any plugins or configure database specific configurations as would be needed in sqlite-vss or pgvector.\n\nThis application is a set of tooling that sits on top of a SQLite instance, creates and manages migrations of tables based on a specified schema, and provides a set of functions for searching across the vectors. This metadata-filter-first approach; It performs a sqlite search across the metadata of the request first, then loads all of the selected vectors into memory, and finally performs the specified similarity comparison, returning a ranked list of results.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhlfshell%2Fgsvt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhlfshell%2Fgsvt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhlfshell%2Fgsvt/lists"}