{"id":13532305,"url":"https://github.com/urjitbhatia/vectorstores","last_synced_at":"2026-05-21T20:05:55.354Z","repository":{"id":200835626,"uuid":"703791278","full_name":"urjitbhatia/vectorstores","owner":"urjitbhatia","description":"various vector store clients","archived":false,"fork":false,"pushed_at":"2023-10-24T19:46:10.000Z","size":169,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-27T00:56:54.297Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/urjitbhatia.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":"2023-10-11T23:42:57.000Z","updated_at":"2025-05-05T04:04:55.000Z","dependencies_parsed_at":"2023-10-17T21:30:23.272Z","dependency_job_id":"195e3c6e-7aef-4aa5-9b95-6a47602a1b74","html_url":"https://github.com/urjitbhatia/vectorstores","commit_stats":null,"previous_names":["urjitbhatia/vectorstores"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/urjitbhatia/vectorstores","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urjitbhatia%2Fvectorstores","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urjitbhatia%2Fvectorstores/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urjitbhatia%2Fvectorstores/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urjitbhatia%2Fvectorstores/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/urjitbhatia","download_url":"https://codeload.github.com/urjitbhatia/vectorstores/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urjitbhatia%2Fvectorstores/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33313361,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-21T12:23:38.849Z","status":"ssl_error","status_checked_at":"2026-05-21T12:22:11.673Z","response_time":62,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2024-08-01T07:01:09.919Z","updated_at":"2026-05-21T20:05:55.304Z","avatar_url":"https://github.com/urjitbhatia.png","language":"Go","funding_links":[],"categories":["Awesome Vector Search Engine"],"sub_categories":["Library"],"readme":"# vectorstores\n\n[![Go Reference](https://pkg.go.dev/badge/github.com/urjitbhatia/vectorstores.svg)](https://pkg.go.dev/github.com/urjitbhatia/vectorstores)\n\nThis repo is a collection of clients for various vector stores aligned with the `VectorStores` interface\ndefined in https://github.com/tmc/langchaingo. This repo allows for testing the store client implementations.\n\n## Supported Stores\n\n1. Chroma: https://docs.trychroma.com/\n2. PGVector: https://github.com/pgvector/pgvector\n   - Make sure the Postgres version you are using has the [PGVector extension supported](https://github.com/pgvector/pgvector#installation)\n\n## Usage:\n\n```go\n// Initialize the PGVector store\nstore, err = pgvector.NewPGVectorStore(\n   pgvector.WithCreds(\"test\", \"test\"),\n   pgvector.WithCollection(\"myproject\"),\n   pgvector.WithEndpoint(\"localhost\", 5432),\n   pgvector.WithDBName(\"test\"),\n   pgvector.WithEmbedder(openAIEmbedder),\n)\n// Or the Chroma Store\nstore, err = chroma.NewChroma(\n   chroma.WithAddr(\"http://localhost:8000\"),\n   chroma.WithEmbedder(testEmbedder{}),\n   chroma.WithCollection(\"unittest\", nil),\n)\n\n// Add documents\nerr := store.AddDocuments(context.Background(), docs)\n\n// Search for documents\ndocs, err := store.SimilaritySearch(context.Background(), query, 1)\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Furjitbhatia%2Fvectorstores","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Furjitbhatia%2Fvectorstores","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Furjitbhatia%2Fvectorstores/lists"}