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wiki/convex/embeddingsQueries.ts

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import { v } from "convex/values";
import { internalMutation, internalQuery } from "./_generated/server";
// Internal query to get posts without embeddings
export const getPostsWithoutEmbeddings = internalQuery({
args: { limit: v.number() },
returns: v.array(
v.object({
_id: v.id("posts"),
title: v.string(),
content: v.string(),
})
),
handler: async (ctx, args) => {
const posts = await ctx.db
.query("posts")
.withIndex("by_published", (q) => q.eq("published", true))
.collect();
return posts
.filter((post) => !post.embedding)
.slice(0, args.limit)
.map((post) => ({
_id: post._id,
title: post.title,
content: post.content,
}));
},
});
// Internal query to get pages without embeddings
export const getPagesWithoutEmbeddings = internalQuery({
args: { limit: v.number() },
returns: v.array(
v.object({
_id: v.id("pages"),
title: v.string(),
content: v.string(),
})
),
handler: async (ctx, args) => {
const pages = await ctx.db
.query("pages")
.withIndex("by_published", (q) => q.eq("published", true))
.collect();
return pages
.filter((page) => !page.embedding)
.slice(0, args.limit)
.map((page) => ({
_id: page._id,
title: page.title,
content: page.content,
}));
},
});
// Internal mutation to save embedding for a post
export const savePostEmbedding = internalMutation({
args: {
id: v.id("posts"),
embedding: v.array(v.float64()),
},
handler: async (ctx, args) => {
await ctx.db.patch(args.id, { embedding: args.embedding });
},
});
// Internal mutation to save embedding for a page
export const savePageEmbedding = internalMutation({
args: {
id: v.id("pages"),
embedding: v.array(v.float64()),
},
handler: async (ctx, args) => {
await ctx.db.patch(args.id, { embedding: args.embedding });
},
});
// Internal query to get post by slug
export const getPostBySlug = internalQuery({
args: { slug: v.string() },
returns: v.union(
v.object({
_id: v.id("posts"),
title: v.string(),
content: v.string(),
}),
v.null()
),
handler: async (ctx, args) => {
const post = await ctx.db
.query("posts")
.withIndex("by_slug", (q) => q.eq("slug", args.slug))
.first();
if (!post) return null;
return {
_id: post._id,
title: post.title,
content: post.content,
};
},
});