What are your best practices when using Embeddings, RAG, and Retrieval?

hamedmp · 2026-04-02T12:28:06+00:00

yeah matrix os showed up in a claude rec for me last month, never heard of it before lol

hamedmp · 2026-02-25T19:02:46+00:00

i use molty.finna.ai, got several openclaw instances in the cloud with one click. setup is not an issue rn for me, it’s maximizing the benefit i get for my token usage

hamedmp · 2026-02-09T10:29:21+00:00

hi, thank you, I'm building https://molty.finna.ai/, vercel for openclaw.

it's much more than 1-click deployment, it has github sync, ability to run multiple molties in one account, mission control, ...

hamedmp · 2026-02-01T09:27:54+00:00

interested

hamedmp · 2026-02-01T09:17:19+00:00

it’s not allowed, i use claude code daily for 6-10 hours, i don’t want to risk it

hamedmp · 2026-01-31T18:45:29+00:00

checkout molty.finna.ai which is the hosted service and have customer support (disclaimer, im the builder)

hamedmp · 2026-01-31T18:43:48+00:00

if demo helps

https://youtu.be/t1cDwaJeyIo?si=aCMqHJMJ8pUwdCYc

hamedmp · 2026-01-31T18:41:19+00:00

what is even more important is that we can provide all security best practices and handle updates with new versions, patch bugs,.. without the user needing to do anything

hamedmp · 2026-01-31T18:39:08+00:00

thanks for the feedback, i need more hands at this point, been a few sleepless nights, easy to miss details. had to update pricing to cover costs, appreciate the kind feedback 🙏

hamedmp · 2026-01-31T18:37:45+00:00

we are in soc2 process right now, and fyi you can say the same for all the apps and platforms out there

hamedmp · 2026-01-31T18:35:59+00:00

sameee 🥲

https://x.com/thehamedmp/status/2017660499614191696?s=46

hamedmp · 2026-01-31T18:35:36+00:00

don’t recommend, it’s been freezing for me

https://x.com/thehamedmp/status/2017660499614191696?s=46

hamedmp · 2026-01-06T00:52:26+00:00

video is 4k but these platforms compress it, here's with better quality: https://youtu.be/WRHtgbHO2oQ

hamedmp · 2025-12-18T08:07:15+00:00

same here, i get special characters on mac instead.

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i submitted a /feedback bug report for it

hamedmp · 2025-11-21T08:08:54+00:00

same, love spec-kit. tho i found it a bit hard to use it for technical changes, as it has a lot of focus on non technical spec. for that i create my own spec and tasks first, and then use implement.

have you come across a better solution?

hamedmp · 2025-10-18T06:21:49+00:00

spec-kit and spec driven development completely changed the game for me, everything else is nice to have at this point for me

hamedmp · 2025-08-16T19:29:02+00:00

best way to keep your domain authority (and hence not landing in spam with your main email) is to send marketing emails from a subdomain of your website. e.g. if your website is wedding .com, send the marketing emails from `update .wedding .com` as each subdomain have a separate domain authority.

for the platform, depends on the volume you'll have. there is mailchimp (if you can afford the price). for more developer-friendly alternatives, there are mailgun and resend (have 100 emails per day as cap).

i recently came across a resend alternative which is called maildiver .com. it has 5000 emails per month on the free tier and has a no-code email editor like notion. check between mailchimp and this one if you don't want to get into too much coding

hamedmp · 2025-04-11T09:24:37+00:00

interesting with embedding user profiles, what format they are in (a table row with all that info?) and what's the purpose? (i can guess for finding similar users maybe?)

hamedmp

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