Embeddings and Vectors are an effective way of storing and retrieving data to be used with AI companies. OpenAI supplies an amazing embedding API to do that. Postman enables you to make these with simple at https://www.postman.com/ (at present’s sponsor)
On this video we are going to discover easy methods to create a Vector Database by creating embeddings utilizing the OpenAI API after which storing them in SingleStore.
The primary a part of the video will cowl easy methods to create an embedding utilizing simply API requests with Postman. Then we are going to bounce into Single Retailer and retailer these in a brand new database made particularly for vectors like this.
00:00 – Introduction
00:10 – What are Embeddings and Vectors
02:14 – Setup OpenAI Embeddings
03:11 – Setup Postman API Requests to create Embeddings
03:55 – Create Embedding
03:55 – Create Embedding
06:55 – Create PDF or Doc Embedding
07:43 – Vector Database – Setup with SingleStore
08:20 – Vector Database – Create Database
09:32 – Vector Database – Create Desk
10:41 – Vector Database – Insert Embedding Row
13:25 – Vector Database – Search Embeddings
15:18 – Embedding operate with JavaScript and NodeJS
18:08 – OpenAI and GPT Digital E book
18:29 – Conclusion
Postman: (at present’s Sponsor) for API Requests
https://www.postman.com/
OpenAI Embedding Documentation:
https://platform.openai.com/docs/api-reference/embeddings
SingleStore Vector Database
https://www.singlestore.com/cloud-trial/?utm_campaign=adrian-twarog&utm_medium=video&utm_source=youtube
⭐ Train Me OpenAI & GPT – Digital E book ⭐
https://enhanceui.gumroad.com/l/teach-me-openai
Study Design for Builders!
A ebook I’ve created that will help you enhance the look of your apps and web sites.
📘 Improve UI: https://www.enhanceui.com/
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