vectorActionV8.ts•886 B
import { v } from "convex/values";
import { ActionCtx, action } from "./_generated/server";
import { Doc } from "./_generated/dataModel";
import { api } from "./_generated/api";
export const vectorSearchHandler = async (
ctx: ActionCtx,
args: { embedding: number[]; cuisine: string },
): Promise<Doc<"foods">[]> => {
const result = await ctx.vectorSearch("foods", "by_embedding", {
vector: args.embedding,
limit: 1,
filter: (q) => q.eq("cuisine", args.cuisine),
});
return await ctx.runQuery(api.foods.queryDocs, {
ids: result.map((value) => value._id),
});
};
export const vectorSearch = action({
args: { embedding: v.array(v.float64()), cuisine: v.string() },
// Avoid a method reference so that this action and the node action do not
// register exactly the same function twice.
handler: async (ctx, args) => vectorSearchHandler(ctx, args),
});