{"id":20651232,"url":"https://github.com/bhattbhavesh91/qdrant-tutorials","last_synced_at":"2026-04-17T23:33:02.524Z","repository":{"id":229448037,"uuid":"765182534","full_name":"bhattbhavesh91/qdrant-tutorials","owner":"bhattbhavesh91","description":"QDrant Vector Database with Python Tutorials","archived":false,"fork":false,"pushed_at":"2024-03-24T12:27:13.000Z","size":15,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-16T21:55:47.183Z","etag":null,"topics":["python","qdrant","qdrant-client","qdrant-vector-database"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bhattbhavesh91.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","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},"funding":{"github":"bhattbhavesh91","custom":["https://www.buymeacoffee.com/bhattbhavesh91"]}},"created_at":"2024-02-29T12:43:47.000Z","updated_at":"2024-11-27T16:16:27.000Z","dependencies_parsed_at":"2024-03-30T17:00:55.955Z","dependency_job_id":null,"html_url":"https://github.com/bhattbhavesh91/qdrant-tutorials","commit_stats":null,"previous_names":["bhattbhavesh91/qdrant-tutorials"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bhattbhavesh91/qdrant-tutorials","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fqdrant-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fqdrant-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fqdrant-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fqdrant-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bhattbhavesh91","download_url":"https://codeload.github.com/bhattbhavesh91/qdrant-tutorials/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fqdrant-tutorials/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31950313,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-17T17:29:20.459Z","status":"ssl_error","status_checked_at":"2026-04-17T17:28:47.801Z","response_time":62,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":["python","qdrant","qdrant-client","qdrant-vector-database"],"created_at":"2024-11-16T17:26:32.049Z","updated_at":"2026-04-17T23:33:02.488Z","avatar_url":"https://github.com/bhattbhavesh91.png","language":"Jupyter Notebook","funding_links":["https://github.com/sponsors/bhattbhavesh91","https://www.buymeacoffee.com/bhattbhavesh91"],"categories":[],"sub_categories":[],"readme":"\u003ch1\u003eVector Databases Explained in 10 Minutes \u0026amp; Get Started with Qdrant Vector Database with Python\u003c/h1\u003e\n\u003cp\u003eIn this video, we're diving deep into the fascinating world of vector databases and introducing you to Qdrant, a cutting-edge solution for efficient data management. Whether you're a seasoned data scientist or a Python enthusiast, this tutorial will equip you with the knowledge and skills to harness the power of vector databases using Python. Ready to embark on your data-driven adventure? Let's dive in and discover the magic of vector databases with Python and Qdrant!\u003c/p\u003e\n\u003ch2\u003eClick to open the Notebook directly in Google Colab\u003c/h2\u003e\n\u003c!-- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bhattbhavesh91/qdrant-tutorials/blob/main/qdrant-notebook-1.ipynb)\n --\u003e\n\n\u003cp\u003e\u003ca href=\"https://colab.research.google.com/github/bhattbhavesh91/qdrant-tutorials/blob/main/qdrant-notebook-1.ipynb\" target=\"_blank\"\u003e\u003cimg height=\"40\" alt=\"Open in Colab\" src = \"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eTo view the video\u003c/h2\u003e\n\u003ctable\u003e\n   \u003ctr\u003e\n      \u003ctd\u003e\u003ca href=\"http://www.youtube.com/watch?v=GDJN4QJezYY\" target=\"_blank\"\u003e\u003cimg height=\"50\" src = \"https://img.shields.io/youtube/views/GDJN4QJezYY?color=blue\u0026label=Watch%20on%20YouTube\u0026logo=youtube\u0026logoColor=red\u0026style=for-the-badge\"\u003e\u003c/a\u003e\u003c/td\u003e\n   \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003cp\u003eor click on the image below\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"http://www.youtube.com/watch?v=GDJN4QJezYY\"\u003e\u003cimg alt=\"QDrant_V1\n\" src=\"http://img.youtube.com/vi/GDJN4QJezYY/0.jpg\" /\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/sponsors/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg height=\"40\" alt=\"GitHub Sponsor\" src = \"https://img.shields.io/badge/Sponsor me on GitHub-30363D?style=for-the-badge\u0026logo=GitHub-Sponsors\u0026logoColor=#white\"\u003e\u003c/a\u003e\n\u003ca href=\"https://t.me/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg height=\"40\" alt=\"Telegram Channel Link\" src = \"https://img.shields.io/badge/Join my Telegram channel-2CA5E0?style=for-the-badge\u0026logo=telegram\u0026logoColor=white\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIf you like my work, you can support me by buying me a coffee by clicking the link below\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://www.buymeacoffee.com/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg src=\"https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png\" alt=\"Buy Me A Coffee\" style=\"height: 41px !important;width: 174px !important;box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;-webkit-box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;\" \u003e\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003e🛠 Languages \u0026amp; Tools Used:\u003c/h3\u003e\n\u003cp align=\"left\"\u003e\n  \u003ca href=\"https://www.python.org/\" target=\"_blank\"\u003e \u003cimg alt=\"Python\" src=\"https://img.shields.io/badge/python%20-%2314354C.svg?\u0026style=for-the-badge\u0026logo=python\u0026logoColor=white\"/\u003e \u003c/a\u003e\n  \u003ca href=\"https://git-scm.com/\" target=\"_blank\"\u003e \u003cimg src=\"https://img.shields.io/badge/Git-282C34?logo=git\" alt=\"Git logo\" title=\"Git\" height=\"25\" /\u003e \u003c/a\u003e\n  \u003ca href=\"https://jupyter.org/\" target=\"_blank\"\u003e \u003cimg alt=\"Jupyter\" src=\"https://img.shields.io/badge/Jupyter%20-%23F37626.svg?\u0026style=for-the-badge\u0026logo=Jupyter\u0026logoColor=white\" /\u003e \u003c/a\u003e\n\n\n## Follow Me\n\u003ca href=\"https://twitter.com/_bhaveshbhatt\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/tw.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/bhaveshbhatt8791/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/ytb.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/PythonTricks/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/python_logo.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/gthb.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.linkedin.com/in/bhattbhavesh91/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/lnkdn.png\" width=\"30\"\u003e\u003c/a\u003e\n\n\u003ch3 align=\"center\"\u003eShow your support by starring the repository 🙂\u003c/h3\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhattbhavesh91%2Fqdrant-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbhattbhavesh91%2Fqdrant-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhattbhavesh91%2Fqdrant-tutorials/lists"}