वीडियो पर वापस

Supabase

Getting Started with Supabase Vector Databases

प्लैटफ़ॉर्म
YouTube
अवधि
4:11
बोली जाने वाली भाषा
अमेरिकी अंग्रेज़ी
व्यूज़
3.2 हज़ार
औसत कट
6.87s
स्क्रीन पर चेहरा
90%
गहरे फ़्रेम
12%
Supabase Getting Started with Supabase Vector Databases at 0:00medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:00
Supabase Getting Started with Supabase Vector Databases at 0:00
SupabaseGetting Started with Supabase Vector Databases
0:00
Supabase Getting Started with Supabase Vector Databases at 0:03
SupabaseGetting Started with Supabase Vector Databases
0:03
Supabase Getting Started with Supabase Vector Databases at 0:05medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:05
Supabase Getting Started with Supabase Vector Databases at 0:06
SupabaseGetting Started with Supabase Vector Databases
0:06
Supabase Getting Started with Supabase Vector Databases at 0:08
SupabaseGetting Started with Supabase Vector Databases
0:08
Supabase Getting Started with Supabase Vector Databases at 0:11medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:11
Supabase Getting Started with Supabase Vector Databases at 0:15medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:15
Supabase Getting Started with Supabase Vector Databases at 0:22
SupabaseGetting Started with Supabase Vector Databases
0:22
Supabase Getting Started with Supabase Vector Databases at 0:24
SupabaseGetting Started with Supabase Vector Databases
0:24
Supabase Getting Started with Supabase Vector Databases at 0:25medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:25
Supabase Getting Started with Supabase Vector Databases at 0:29medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:29
Supabase Getting Started with Supabase Vector Databases at 0:29medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:29
Supabase Getting Started with Supabase Vector Databases at 0:30wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:30
Supabase Getting Started with Supabase Vector Databases at 0:32wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:32
Supabase Getting Started with Supabase Vector Databases at 0:35wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:35
Supabase Getting Started with Supabase Vector Databases at 0:37wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:37
Supabase Getting Started with Supabase Vector Databases at 0:39wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:39
Supabase Getting Started with Supabase Vector Databases at 0:40medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:40
Supabase Getting Started with Supabase Vector Databases at 0:41medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:41
Supabase Getting Started with Supabase Vector Databases at 0:44wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:44
Supabase Getting Started with Supabase Vector Databases at 0:51wide presenter
SupabaseGetting Started with Supabase Vector Databases
0:51
Supabase Getting Started with Supabase Vector Databases at 0:51medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:51
Supabase Getting Started with Supabase Vector Databases at 0:52medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:52
Supabase Getting Started with Supabase Vector Databases at 0:59medium presenter
SupabaseGetting Started with Supabase Vector Databases
0:59
Supabase Getting Started with Supabase Vector Databases at 1:04wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:04
Supabase Getting Started with Supabase Vector Databases at 1:10wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:10
Supabase Getting Started with Supabase Vector Databases at 1:14wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:14
Supabase Getting Started with Supabase Vector Databases at 1:18wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:18
Supabase Getting Started with Supabase Vector Databases at 1:20medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:20
Supabase Getting Started with Supabase Vector Databases at 1:22medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:22
Supabase Getting Started with Supabase Vector Databases at 1:22wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:22
Supabase Getting Started with Supabase Vector Databases at 1:30wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:30
Supabase Getting Started with Supabase Vector Databases at 1:38medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:38
Supabase Getting Started with Supabase Vector Databases at 1:42medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:42
Supabase Getting Started with Supabase Vector Databases at 1:46medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:46
Supabase Getting Started with Supabase Vector Databases at 1:47medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:47
Supabase Getting Started with Supabase Vector Databases at 1:49wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:49
Supabase Getting Started with Supabase Vector Databases at 1:56medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:56
Supabase Getting Started with Supabase Vector Databases at 1:58medium presenter
SupabaseGetting Started with Supabase Vector Databases
1:58
Supabase Getting Started with Supabase Vector Databases at 1:58wide presenter
SupabaseGetting Started with Supabase Vector Databases
1:58
Supabase Getting Started with Supabase Vector Databases at 2:06wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:06
Supabase Getting Started with Supabase Vector Databases at 2:09medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:09
Supabase Getting Started with Supabase Vector Databases at 2:10medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:10
Supabase Getting Started with Supabase Vector Databases at 2:12wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:12
Supabase Getting Started with Supabase Vector Databases at 2:14wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:14
Supabase Getting Started with Supabase Vector Databases at 2:18wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:18
Supabase Getting Started with Supabase Vector Databases at 2:22wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:22
Supabase Getting Started with Supabase Vector Databases at 2:25medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:25
Supabase Getting Started with Supabase Vector Databases at 2:26medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:26
Supabase Getting Started with Supabase Vector Databases at 2:34medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:34
Supabase Getting Started with Supabase Vector Databases at 2:36wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:36
Supabase Getting Started with Supabase Vector Databases at 2:38wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:38
Supabase Getting Started with Supabase Vector Databases at 2:42wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:42
Supabase Getting Started with Supabase Vector Databases at 2:43medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:43
Supabase Getting Started with Supabase Vector Databases at 2:46medium presenter
SupabaseGetting Started with Supabase Vector Databases
2:46
Supabase Getting Started with Supabase Vector Databases at 2:46wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:46
Supabase Getting Started with Supabase Vector Databases at 2:50wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:50
Supabase Getting Started with Supabase Vector Databases at 2:54wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:54
Supabase Getting Started with Supabase Vector Databases at 2:58wide presenter
SupabaseGetting Started with Supabase Vector Databases
2:58
Supabase Getting Started with Supabase Vector Databases at 3:01medium presenter
SupabaseGetting Started with Supabase Vector Databases
3:01
Supabase Getting Started with Supabase Vector Databases at 3:02medium presenter
SupabaseGetting Started with Supabase Vector Databases
3:02
Supabase Getting Started with Supabase Vector Databases at 3:10medium presenter
SupabaseGetting Started with Supabase Vector Databases
3:10
Supabase Getting Started with Supabase Vector Databases at 3:13wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:13
Supabase Getting Started with Supabase Vector Databases at 3:22wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:22
Supabase Getting Started with Supabase Vector Databases at 3:22medium presenter
SupabaseGetting Started with Supabase Vector Databases
3:22
Supabase Getting Started with Supabase Vector Databases at 3:25wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:25
Supabase Getting Started with Supabase Vector Databases at 3:30wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:30
Supabase Getting Started with Supabase Vector Databases at 3:34wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:34
Supabase Getting Started with Supabase Vector Databases at 3:42wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:42
Supabase Getting Started with Supabase Vector Databases at 3:47medium presenter
SupabaseGetting Started with Supabase Vector Databases
3:47
Supabase Getting Started with Supabase Vector Databases at 3:48wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:48
Supabase Getting Started with Supabase Vector Databases at 3:58wide presenter
SupabaseGetting Started with Supabase Vector Databases
3:58
Supabase Getting Started with Supabase Vector Databases at 4:00medium presenter
SupabaseGetting Started with Supabase Vector Databases
4:00
Supabase Getting Started with Supabase Vector Databases at 4:02medium presenter
SupabaseGetting Started with Supabase Vector Databases
4:02

Getting Started with Supabase Vector Databases की ट्रांसक्रिप्ट

फ़िल्म के अपने ऑडियो से एक स्पीच मॉडल द्वारा लिखा गया, ब्रांड द्वारा नहीं। उस पल पर जाने के लिए किसी भी पंक्ति पर क्लिक करें।

  1. 0:00A lot of AI apps have the same hidden challenge.
  2. 0:02They need the right context before they can give a useful answer.
  3. 0:06That context might live in the docs, support tickets, product data, messages, images, or internal knowledge base.
  4. 0:12Vector databases make that data searchable by meaning.
  5. 0:15In this video, we'll cover what embeddings are, what vector databases do, and why Superbase is a natural place to use them.
  6. 0:25Before vector databases make sense, we need to understand embeddings.
  7. 0:29An embedding is a numerical representation of meaning.
  8. 0:32You give content to an embedding model and it returns a list of numbers.
  9. 0:37Those numbers are like coordinates in a semantic space.
  10. 0:40Similar ideas end up together, different ideas end up farther apart.
  11. 0:44So, how do I reset my password and I forgot my login may be close even though the wording is different.
  12. 0:51Embeddings do not match text character by character.
  13. 0:54They capture patterns, words, phrases, concepts, and context.
  14. 0:58Embeddings are vectors.
  15. 1:00A vector database is what makes those vectors usable in an application.
  16. 1:04It stores each vector alongside the original record and its metadata, such as the document,
  17. 1:09product, workspace, category, or permissions it belongs to.
  18. 1:12When a query vector comes in, the database compares it with the stored vectors, ranks
  19. 1:17the closest records, and returns the best matches.
  20. 1:21As the dataset grows, specialized vector indexes help it find nearby vectors quickly instead
  21. 1:26instead of comparing every vector one by one.
  22. 1:28And because the vectors are stored alongside the normal database records, similarity search
  23. 1:33can still use filters, access rules, and the rest of your application data.
  24. 1:38The embedding model creates the vectors, the vector databases store, indexes, filters,
  25. 1:43and retrieves them.
  26. 1:44Now how does similarity search work?
  27. 1:47The flow is simple.
  28. 1:49First, take the content you want to search, docs, support articles, products, notes, whatever.
  29. 1:54Generate an embedding for each of them and store it in your database.
  30. 1:58Then when a user performs a search, generate an embedding for their query data.
  31. 2:03Now compare the query embeddings against the stored embeddings.
  32. 2:06The closest vectors are the closest matches.
  33. 2:10Superbase is built on Postgres and Postgres supports Vector Search with PGVector.
  34. 2:15So with Superbase, Vector Search is supported natively.
  35. 2:19You can store embeddings, query them with SQL and keep using the database patterns you
  36. 2:24you already know.
  37. 2:25You also get the rest of Superbase platform around it,
  38. 2:28migrations, client libraries, edge functions, auth, storage,
  39. 2:31dashboard, and many more.
  40. 2:33What kind of apps can you actually
  41. 2:34build with vector databases?
  42. 2:36The obvious use case is semantic search.
  43. 2:39Let users search docs, help centers, products, categories,
  44. 2:43or app content with natural language.
  45. 2:46Another big one is RAG, Retrieval Augmented Generation.
  46. 2:50That's when an AI assistant retrieve
  47. 2:52relevant content from your database before generating an answer. You can also
  48. 2:56build recommendations, image search, duplicate detection, and matching systems.
  49. 3:01In real apps, search is rarely just find similar things. It's usually more specific,
  50. 3:06find similar things that the users can access in this workspace, in this category,
  51. 3:11or in the last 30 days. That's why having vectors in Postgres is useful. Your
  52. 3:16semantic search can work with permissions, filters, metadata, ownership, and
  53. 3:21business logic. Vectors are not replacement for every search problem. Use exact phrases when
  54. 3:27exactness matters. IDs, emails, usernames, codes, precise phrases. Use vector search when meaning
  55. 3:34matters. Questions, descriptions, support issues, docs, recommendations. And often the best answer
  56. 3:40is both. Keyword search gives you precision. Vector search gives you semantic understanding.
  57. 3:45Hybrid search combines them. And that's the core idea. Embeddings turn content into numerical
  58. 3:50meaning a vector database stores those embeddings and searches by similarity.
  59. 3:55And Superbase lets you do that right inside Postgres, next to the rest of your
  60. 3:59app data. Once you understand that, vector databases feel much less mysterious.
  61. 4:04They're a way to help your app understand what your data means, not just
  62. 4:08what words it contains.
62 पंक्तियाँ · 650 शब्द

More from Supabase

All of Supabase →

The rest of their work we have taken apart.

Getting Started with Supabase Locally18K views
Supabase
Getting Started with Supabase Locally
4:49163 frames6.1s cut91% face
Codex Helped Me Put the World Cup on My Desk2K views
Supabase
Codex Helped Me Put the World Cup on My Desk
4:10210 frames2.8s cut61% face
Introducing the official Supabase MCP ServerLaunch
Supabase
Introducing the official Supabase MCP Server
1:4736 frames100% face

Cut at the same speed

Films whose median shot runs closest to 6.87s.

never touch me again144K views
heyclicky
never touch me again
0:5525 frames6.9s cut4% face
Amazon Dating launches as a pre-Valentine's Day joke3K views
WMAR-2 News
Amazon Dating launches as a pre-Valentine's Day joke
0:5324 frames6.8s cut79% face
Switch to Vodafone this summer8.2M views
Vodafone Australia
Switch to Vodafone this summer
0:158 frames6.8s cut75% face
Stop guessing. Start directing. Ray3 Modify is now in Dream Machine. ...133K views
Luma
Stop guessing. Start directing. Ray3 Modify is now in Dream Machine. ...
0:4421 frames6.8s cut29% face
Settings in Raycast6K views
Raycast
Settings in Raycast
2:35108 frames6.9s cut12% face
We’re building tools to support research in the life sciences, from e...907K views
Anthropic
We’re building tools to support research in the life sciences, from e...
1:2029 frames6.8s cut0% face
Cloud agents and automations now support multi-repo environments. Co...48K views
Cursor
Cloud agents and automations now support multi-repo environments. Co...
0:4419 frames6.8s cut0% face
Logs | Lowrider21K views
1X
Logs | Lowrider
1:4549 frames6.8s cut22% face
How to Set Up Your Ray-Ban Meta Smart Glasses | FULL Step-by-Step Tutorial134K views
Ray-Ban | Meta
How to Set Up Your Ray-Ban Meta Smart Glasses | FULL Step-by-Step Tutorial
10:23166 frames7.0s cut35% face
Meet Airtime Creator | How to Create Professional Video Presentations in 2025226K views
Airtime
Meet Airtime Creator | How to Create Professional Video Presentations in 2025
2:19108 frames7.0s cut100% face
AI YouTube Chapters: How to Automate Timestamps & Animated Intros44 views
FireCut
AI YouTube Chapters: How to Automate Timestamps & Animated Intros
1:2130 frames7.0s cut100% face
Such a great App.791K views
Peloton
Such a great App.
1:0330 frames6.8s cut37% face

Lit and framed like this

Closest on how much of the running time has a face in it and how dark the frames are.

Introducing chat.D-ID! Giving a face to ChatGPTLaunch43K views
D-ID AI Video Platform
Introducing chat.D-ID! Giving a face to ChatGPT
0:4718 frames89% face
We went so deep on AEO, we should lowkey charge for people to view th...68K views
Subah Wadhwani
We went so deep on AEO, we should lowkey charge for people to view th...
60:18483 frames16.0s cut87% face
september was wild.163K views
Adil Mania
september was wild.
0:5951 frames1.9s cut88% face
Free Profile Picture Generator61 views
HeadshotPro
Free Profile Picture Generator
0:178 frames88% face
7 Habits that Save Me 3+ Hours a Day
Ali Abdaal
7 Habits that Save Me 3+ Hours a Day
11:27171 frames4.5s cut92% face
After the IDE (2026) A short film about @Coinbase and the work of bui...290K views
Linear
After the IDE (2026) A short film about @Coinbase and the work of bui...
6:00451 frames5.1s cut89% face
hilos: a place where people and AI agents ship projects88K views
Sketch Together
hilos: a place where people and AI agents ship projects
0:5241 frames2.2s cut93% face
Just Hit Record. Descript Does the Rest.1K views
Descript
Just Hit Record. Descript Does the Rest.
1:1759 frames1.4s cut90% face
Claude Design FULL Tutorial: Beginner to Pro124K views
Productive Dude
Claude Design FULL Tutorial: Beginner to Pro
37:11285 frames9.9s cut91% face
Learn how to create your own Runway Character via the Runway API. And...108K views
Runway
Learn how to create your own Runway Character via the Runway API. And...
4:34421 frames2.3s cut86% face
Talent = Capability x Taste x Agency @ivanhzhao & @tim at @LDNTe...44K views
Notion
Talent = Capability x Taste x Agency @ivanhzhao & @tim at @LDNTe...
0:4421 frames5.0s cut86% face
last week in tech was coa-chella.103K views
Silicon Mania
last week in tech was coa-chella.
0:3567 frames0.6s cut87% face

More social

Same category, other makers, most watched first.

Your ideas, your apps—Base44622M views
Base44
Your ideas, your apps—Base44
0:5651 frames1.1s cut6% face
Turn any idea into an app with Base44538M views
Base44
Turn any idea into an app with Base44
0:5538 frames2.2s cut50% face
Build Your Website with One Sentence | Base44154M views
Base44
Build Your Website with One Sentence | Base44
0:4835 frames0.9s cut31% face
Rip The Script | Nike Football81M views
Nike Football
Rip The Script | Nike Football
6:00310 frames1.1s cut60% face
PetSmart | "Pickup in...STORE!"75M views
PetSmart
PetSmart | "Pickup in...STORE!"
0:1511 frames1.4s cut64% face
NEO The Home Robot Order Today69M views
1X
NEO The Home Robot Order Today
9:53271 frames2.8s cut25% face
Apple Education: Ready for every learning opportunity69M views
Apple
Apple Education: Ready for every learning opportunity
1:4687 frames1.3s cut40% face
Phone calls suck. So, we bought a giant telephone car, raised $65,00...64M views
Bland
Phone calls suck. So, we bought a giant telephone car, raised $65,00...
1:4854 frames4.3s cut81% face
Oh wait there’s more: we’re building 3D Transforms, here’s a preview ...39M views
Figma
Oh wait there’s more: we’re building 3D Transforms, here’s a preview ...
1:0423 frames4.0s cut78% face
Getting Help is Simple, With Hims36M views
hims
Getting Help is Simple, With Hims
0:3023 frames2.0s cut70% face
Made in Figma (2025) Like this ❤️ we designed it for you36M views
Figma
Made in Figma (2025) Like this ❤️ we designed it for you
0:3872 frames0.5s cut7% face
Hello, MacBook Neo35M views
Apple
Hello, MacBook Neo
3:50291 frames67.5s cut1% face
Browse every frame in the library