{"id":16254630,"url":"https://github.com/tim-smart/label-studio-spacy","last_synced_at":"2025-09-11T06:31:24.633Z","repository":{"id":47436947,"uuid":"515817211","full_name":"tim-smart/label-studio-spacy","owner":"tim-smart","description":"spaCy powered Label Studio ML backend","archived":false,"fork":false,"pushed_at":"2022-12-11T20:09:10.000Z","size":42,"stargazers_count":29,"open_issues_count":4,"forks_count":7,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-06-07T16:48:19.837Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/tim-smart.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}},"created_at":"2022-07-20T03:15:41.000Z","updated_at":"2025-02-22T07:19:45.000Z","dependencies_parsed_at":"2023-01-27T06:16:08.724Z","dependency_job_id":null,"html_url":"https://github.com/tim-smart/label-studio-spacy","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tim-smart/label-studio-spacy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tim-smart%2Flabel-studio-spacy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tim-smart%2Flabel-studio-spacy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tim-smart%2Flabel-studio-spacy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tim-smart%2Flabel-studio-spacy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tim-smart","download_url":"https://codeload.github.com/tim-smart/label-studio-spacy/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tim-smart%2Flabel-studio-spacy/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274589508,"owners_count":25312971,"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":"2025-09-11T02:00:13.660Z","response_time":74,"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":"2024-10-10T15:23:23.959Z","updated_at":"2025-09-11T06:31:24.332Z","avatar_url":"https://github.com/tim-smart.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# spaCy powered Label Studio ML backend\n\nspaCy integration for Label Studio. Created as an Open Source alternative to Prodigy.\n\nBenefits:\n\n* Speed up annotation of data with integrated predictions\n* Quickly iterate on your spaCy models\n\n## Demo video\n\n[![Demo video](https://img.youtube.com/vi/F19NT-21uT4/0.jpg)](https://youtu.be/F19NT-21uT4)\n\n## Usage\n\n1. Clone this repo\n\n2. Install requirements\n\n```\npip install -r requirements.txt\n```\n\n3. Initialize a new backend\n\n```\nlabel-studio-ml init my_ml_backend\n```\n\n4. In the `my_ml_backend` directory, add your spaCy `config.cfg` file. You can optionally add a `model-best` folder from a pre-trained model, to get started with predictions straight away.\n\n5. Start the backend and add the URL to your Label Studio project settings.\n\n```\nlabel-studio-ml start my_ml_backend\n```\n\n6. As you train new models, they will appear in a `checkpoints` directory. The latest checkpoint will be symlinked to `latest-model`.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftim-smart%2Flabel-studio-spacy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftim-smart%2Flabel-studio-spacy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftim-smart%2Flabel-studio-spacy/lists"}