Should You Use Open Source Large Language Models?
20231125-Cloudflare-Tunnel
20231124-Terraform-Vercel
vercel token: https://vercel.com/guides/how-do-i-use-a-vercel-api-access-token npx create-next-app nextjs-terraform-demo main.tf
terraform {
required_providers {
vercel = {
source = "vercel/vercel"
version = "~> 0.3"
}
}
}
terraform init
terraform {
required_providers {
vercel = {
source = "vercel/vercel"
version = "~> 0.3"
}
}
}
resource "vercel_project" "example" {
name = "terraform-test-project"
framework = "nextjs"
git_repository = {
type = "github"
repo = "alanhc/nextjs-terraform-demo"
}
}
terraform apply
Ref
20231116-Vector-Databases-From-Embeddings-to-Applications
20211115-LIVEBuilding-Multi-Modal-Search-With-Vector-Databases
problem?
關鍵字搜尋
vector embeding
https://github.com/weaviate-tutorials/multimodal-workshop 可以直接使用openai 提供 或 self host
1.1
1.2
alpha: 1: 使用100%vector search 0.7:70% vector 0.3: keyword