AI powered session recommendation application for WordCamp

It's a simple demo RAG application for the WordCamp organizers. We can easy to create a new RAG application to get a recommendation about the session on the WordCamp that you're getting involved in.

Get started

Requirement

You must have a active Cloudflare account. And please subscribe the Workers Paid plan before delpoy this.

https://www.cloudflare.com/plans/developer-platform/#overview

Download source code

% git clone git@github.com:hideokamoto/cloudflare-rag-for-wordcamp.git
% cd cloudflare-rag-for-wordcamp
% npm install

Setup Cloudflare AI resources

% npx wrangler vectorize create wordcamp-sessions --dimensions=1024 --metric=cosine

Put environment variable

% npx wrangler secret put CLOUDFLARE_ACCOUNT_ID
% npx wrangler secret put CLOUDFLARE_API_TOKEN
% npx wrangler secret put WORDCAMP_NAME
% npx wrangler secret put EVENT_YEAR
% npx wrangler secret put ADMIN_USERNAME
% npx wrangler secret put ADMIN_PASSWORD

Sercet name	Value	example
CLOUDFLARE_ACCOUNT_ID	Read official document
CLOUDFLARE_API_TOKEN	Read official document
WORDCAMP_NAME	Target event name	WordCamp Asia 2024 -> `asia`
EVENT_YEAR	Target event year	WordCamp Asia 2024 -> `2024`
ADMIN_USERNAME	Basic Authentication for indexing API	`admin`
ADMIN_PASSWORD	Basic Authentication for indexing API	`password`

Run this app remoty or deploy it

% npm run dev

or

% npm run deploy

Craete the 1st index

Make sure the application URL

On the following example, the application URL is `http://localhost:49705``.

% wrangler dev src/index.tsx --remote
 ⛅️ wrangler 3.48.0
-------------------
Using vars defined in .dev.vars
Your worker has access to the following bindings:
[wrangler:inf] Ready on http://localhost:49705

Visit the force indexing page

Please visit the {YOUR_APPLICATION_URL}/api/indexes. For example, if the application URL is http://localhost:49705, you should visit to http://localhost:49705/api/indexes.

The page is proctected by the BASIC Authentication. Please put the username and password that you set before.

hideokamoto / cloudflare-rag-for-wordcamp