{"id":51861535,"url":"https://github.com/lancedb/videos","last_synced_at":"2026-07-24T08:01:17.347Z","repository":{"id":372496750,"uuid":"1307794925","full_name":"lancedb/videos","owner":"lancedb","description":"Source for LanceDB tutorial videos","archived":false,"fork":false,"pushed_at":"2026-07-21T16:57:57.000Z","size":410,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-07-21T17:16:51.057Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lancedb.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,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-07-21T14:32:36.000Z","updated_at":"2026-07-21T16:21:01.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/lancedb/videos","commit_stats":null,"previous_names":["lancedb/videos"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/lancedb/videos","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lancedb%2Fvideos","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lancedb%2Fvideos/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lancedb%2Fvideos/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lancedb%2Fvideos/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lancedb","download_url":"https://codeload.github.com/lancedb/videos/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lancedb%2Fvideos/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35832970,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-07-20T02:08:10.276Z","status":"online","status_checked_at":"2026-07-24T02:00:07.870Z","response_time":62,"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":"2026-07-24T08:01:16.550Z","updated_at":"2026-07-24T08:01:17.331Z","avatar_url":"https://github.com/lancedb.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# videos\n\nCode behind LanceDB demo videos. Each video project is a self-contained directory\nwith its runnable materials (marimo notebooks, helper code, and slides).\n\nThe notebooks are [marimo](https://marimo.io) notebooks: Jupyter-style, but stored\nas plain Python files. Each project's \"Open in molab\" badge runs its notebook on\n[molab](https://molab.marimo.io), marimo's hosted notebook service, similar to\nGoogle Colab.\n\nSee [AGENTS.md](AGENTS.md) for how the repo is organized and how to work in it.\n\n## Projects\n\n### [vlm-materialized-features](vlm-materialized-features/)\n\nBreaking down the blog post\n[Faster VLM fine-tuning with materialized model features](https://www.lancedb.com/blog/faster-vlm-fine-tuning-with-materialized-model-features-in-lancedb)\ninto short, educational videos.\n\n- **[video-1](vlm-materialized-features/video-1/)**: Compute it once, store it as a\n  column. A marimo notebook that fine-tunes a vision-language model off a single\n  Lance table, plus the slide deck for the video's opening frames.\n- **[video-2](vlm-materialized-features/video-2/)**: Feature engineering for\n  fine-tuning pipelines. A marimo notebook that builds three tiers of feature\n  columns on one Lance table with UDF backfills, plus its slide deck.\n\nEach project README has the run steps, both local and on molab.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flancedb%2Fvideos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flancedb%2Fvideos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flancedb%2Fvideos/lists"}