Layobright

Frontend Engineer || Fullstack Engineer

[Layobright @LayoBright]

You spend more time fighting application forms than actually interviewing for the roles you deserve.

Upgrade your job search at https://t.co/koBfNZTKQU

[Layobright @LayoBright]

The modern job search is broken.

Talented people waste hours rewriting resumes, filling the same forms, and crafting cover letters—only to hear nothing.

Not because they’re unqualified.
But because the system is inefficient and unfair.

We’re building Enlistar to fix that.

[Jason Bosco @jasonbosco]

I’m going to show you how *incredibly easy* it is to add some AI-magic to the search bar in your sites & apps in 2025 using @typesense.

Say you’re building a cars site & you have a search bar on top. You have cars. Cars have attributes. You have well structured data like make, model, color, year, hp, mileage, etc. Cool.

Along comes a user & types this into your search bar:

“A black SUV with less than 30K miles in Houston for less than 20K”.

☠️🫣

If you’ve built any kind of search experience you probably know how hard it is to map free-form text like that to specific attributes in your dataset.

Like how do you know that 20K is talking about cost, and black is talking about the overall color and not the color of the seats, and then account for the zillion other ways your users can write the same query?

If you haven’t encountered this, let me tell you that it is HARD to use simple full-text search or even fancy semantic search or hybrid search to pull this off.

Traditionally you’d have to train and build what’s called intent detection ML models to do this well.

Ain’t nobody got time for that! 🤓

Enter @Typesense - an open source, cutting edge, light-weight alternative to Elasticsearch / Algolia.

As of v29.0, it now has a built-in feature that cleverly uses the magic of LLMs, to parse your users’ queries, and convert them automatically into a set of filters and sorts, and then executes that query and returns results.

So in our example “A black SUV with less than 30K miles in Houston for less than 20K” gets converted by Typesense automatically into this search query:

Notice how the free-form user query was correctly mapped to the attributes and values in our cars dataset under the hood.

It’s literally one API call to Typesense, to make this magic work:

The curl request will return results like this:

And you’d display those results in your UI.

That’s it. What used to take teams of ML experts, is now one API call away. No PhD required.

You now have an AI-powered search bar that’s ready for the most brazenly complicated user queries.

How about this one:

No problemo!

That get's translated to: 🪄

```
filter_by: "transmission_type:AUTOMATIC"
```

(Only 4 images per tweet, so only text for that one)

Even though `transmission_type` only has
- `Automatic` and
- `Manual`
across all records, Typesense is able to automatically convert the user’s intent in “I don’t know how to drive shift” to the fact that we should only show them vehicles with automatic transmission.

Easy-peasy.

Here’s a step-by-step guide on how to implement Natural Language Search in your own sites and apps:

https://t.co/KUgjTQ9weB

[Layobright @LayoBright]

@fidelitybankplc Hello please block my mom account number she just lost her ATM and her phone.
Account number: 6672210045

[Layobright @LayoBright]

@EhUdosen Please tell us the designer that won the best design in stage 2 and the developer as well

[Kawa @KawaSupport]

Exciting news.
Kawa is now live! Get ahead of the curve and download our apps from the Google Play Store and Apple Store.
Experience convenience like never before!

#kawa

[Kawa @KawaSupport]

Follow these steps to complete the onboarding process for your logistics business on KawaFollow these steps to complete the onboarding process for your logistics business on KawaFollow these steps to complete the onboarding process for your logistics business on Kawa.

[Layobright @LayoBright]

@amosuibk Hi, I'm an innovative frontend engineer, find my portfolio below https://t.co/TMmtkNvXQs

[Layobright @LayoBright]

🔒💪 Mastering Form Validation with Formik: Enhance Security & User Experience! 💪🔒

Get expert insights on building a robust and user-friendly form validation process, complete with a password strength indicator and confirm password validation. 🛡️💚

https://t.co/tyNOaH12xa

[Layobright @LayoBright]

📢 Exciting News! 📢

I am thrilled to share my latest article with you all!

🔗 Article Title: Form Validation in ReactJs and Formik

I'd love to hear your thoughts and feedback on the topic.

Thank you for your support! 🙏

https://t.co/aqCNZfuKXN

[shopinverse @shop_inverse]

🔥🔥 Mid-Year Promo 🔥

HP zBook 14u G5 Mobile Workstation - 8th Gen. Intel Core i5 - 256GB SSD - 16GB RAM - 8GB Total Graphics - HDMI - Keyboard Light - Touchscreen - ₦220,000

✳️ Grab the opportunity now !

❎ Initial Price : ₦275,000
✅ Promo Price : ₦220,000

🚚 FREE NATIONWIDE DELIVERY when you buy directly on our website 👇👇

https://t.co/DimrrRXqc5

[Peter Obi @PeterObi]

I heartily congratulate My Very Dear Brother and Compatriot, Senator Datti Baba-Ahmed, the Pro-Chancellor of Baba-Ahmed University, Kano.

[Peter Obi @PeterObi]

Yesterday in Enugu, I was delighted to be at an event organised by Nzuko Umunna for the Installation of their new leadership led by Prof Ositadimma Chinedu Nebo, Former Vice Chancellor of the University of Nigeria, Nsukka,

[Peter Obi @PeterObi]

Today, I was privileged to listen to an exceptional Nigerian, author, spoken word and performance poetry artist and humanist, Dike Chukwumerijie. His spoken word forensics that painted the mosaic of a challenged Nigeria, was engrossing as it was frightening and indeed, troubling.

[Peter Obi @PeterObi]

I encourage Nigerians to remain calm and steadfast in the journey to reclaiming their mandate of a New Nigeria. I will never give up on this journey until victory is achieved.

[‘Tunde Omotoye @TundeTASH]

If you are a tech person with any of the roles below and you are considering Canada, here are pathways you should be looking at.

- Software Engineer
- Tech Sales
- Product Manager
- Full Stack Developer
- Developer
- User Experience Designer

Short Thread.

[Peter Obi @PeterObi]

My Obidients, a very happy Holy Month of Easter and Ramadan to you all. As we celebrate the Easter and look forward to a joyous Eid El Fitr, we pray for God Almighty's guidance, protection and blessings as we face and pass through litany of challenges in our dear country,

[Peter Obi @PeterObi]

By decisively knocking out his opponent and regaining his UFC Middleweight Title last night, Israel Adesanya @stylebender proved that persistence is the path to reclamation. Congratulations valiant Champion!... - PO

[Peter Obi @PeterObi]

On the occasion of Easter, the celebration of the risen Christ, l wish all Christians a happy celebration and pray that the message and blessings of the resurrection will remain with us.

[Peter Obi @PeterObi]

Earlier today, I was at Paul University, Awka where I made a financial commitment to the growth of education in the Institution. I have always maintained that investment in human resources remains the surest way to achieving a developed society.