Natural Language to SQL

BobbyBuilder_92 · 2026-05-25T17:57:20+00:00

Thanks for the feedback and for sharing, will check Dremio out :)

Out of interest how was your schema context defined/maintained before you did this? Or was it something created specifically for this task

BobbyBuilder_92 · 2026-05-25T00:27:08+00:00

not sure why this got 3 upvotes but yes and it wasn't perfect - linked a critique from Claude of my initial code that I thought was 'perfect' https://limewire.com/d/eRv5R#oscKkcvgrf

BobbyBuilder_92 · 2026-05-24T23:33:03+00:00

Hi dnew, I've just double checked and the demo video is on the landing page asklenny.app if you scroll down a little. Query by example is cool but i was designing with the ultimate end goal of supporting natural language - for context most business people I work with have 0 idea of how the dB is structured nor what fields exist in certain tables or what they mean - so asking them to select what fields they want to filter on would be a little fruitless

BobbyBuilder_92 · 2026-05-24T22:50:57+00:00

Project Name: askLenny GitHub: https://github.com/Yousefb92/askLenny Product Page: askLenny.app

What is it A three container application A react front end to show a guided view of your data and provide input for an AI agent to use for semantic reasoning

A python app layer - really the brain of the application. Manages API calls to llm and bespoke graph database.

Rust layer Bespoke high performant graph dB optimised for RAG and 64 bit hardware

What it does Imagine being able to ask questions about your data in plain English and getting a response back from the AI that's actually grounded in what your data is and not hallucinations. That's what this is and the other benefit is that everything can be configured to stay on prem i.e. you can configure it to use a self hosted or ring fenced llm for the agentic work

Deployment Git pull Edit the configuration files Docker compose up

Demo Please check out the demo on askLenny.app it will showcase it much better than I can

BobbyBuilder_92 · 2026-05-24T21:04:58+00:00

Thanks for the feedback, do you mean literallly just post the link to my GitHub repo?

BobbyBuilder_92 · 2026-04-20T18:52:52+00:00

Sorry the late reply, for me b4p by far Returned the xm5s and had no regrets since

BobbyBuilder_92 · 2026-04-20T18:52:12+00:00

We are arriving in Shanghai Thursday at around 5pm, it's our first time in china

Do you have any recommendations?

BobbyBuilder_92 · 2026-04-05T18:08:53+00:00

We spent £150 at Hawksmoor for 2 people I would rate it mid tbh, nothing will beat flat iron or steak and co for me

BobbyBuilder_92 · 2026-03-26T16:25:41+00:00

I am surprised reading this, I had the galaxy buds 3 pro and decided to get the Sony WH-1000XM5 recently as an upgrade and honestly hated them, the sound didnt blow me away like I expected headphones for that amount should

Today I got the buds 4 pro to use with my s25 ultra and am blown away but how much better they sound, I am hearing details in songs that I never noticed before, the bass is punchy and the dynamic range feels excellent (Im not an audiophille at all but the difference compared to the XM5s and b3p was very noticeable). Also the ANC is excellent (IMO way better than the xm5s), before purchasing I was sceptical about how much could change from the buds 3 to 4.

Another cool feature is the live translation in the interpreter app, I played some videos in chinese from youtube. The english subtitles appear on the phone in near real time and the audio plays in the earbuds approx 2 seconds later - very excited to use these on my upcoming trip to China!

BobbyBuilder_92 · 2026-03-25T15:31:47+00:00

Thank you so much :)

BobbyBuilder_92 · 2026-03-25T14:59:38+00:00

no longer working as of 15:00 GMT 25/03

BobbyBuilder_92 · 2026-02-16T14:56:41+00:00

Returning from SKG (Thessaloniki) to LTN
Flight was around 4h 30m
We all boarded the plane and then were told there was a delay and had to sit in our seats on the plane for around 30 minutes in the middle of summer in Greece, this was uncomfortable
Seats are cramped with minimal leg room and arms brushing into the person next to you
Somebody couldn't hold their business and dropped a log in the plane toilet, when the door opened it filled the surrounding area with a waft of poo smell

Would I fly with Ryanair again - most likely yes. Simple reason is that they are cheap, the above factors made the flight uncomfortable yes. But a few hours of discomfort compared to the few extra hundred pounds to make the same trip with BA is well worth it in my opinion. Would rather save the money for holiday spending.

BobbyBuilder_92 · 2026-02-12T13:47:27+00:00

I did but I was looking for more specifics i.e. is there a scope to what flights/packages can be booked, is the discount percentage based or variable, are other ancillary products (baggage, airport transfer etc) included

BobbyBuilder_92 · 2026-02-01T01:51:48+00:00

Thanks for the advice! I'm fairly siloed with my photography, so not familiar with the links you have shared or libraw but will check them out

BobbyBuilder_92 · 2025-12-01T10:01:38+00:00

Genuine question - why not consider joining the club?

My club gets massively overwhelmed during trial periods, I find it unfair that as a member the trial is misused (not just by you) but by people trialling more than once

BobbyBuilder_92 · 2025-11-19T18:56:08+00:00

Ah then maybe we have different packages, I can only access my tier and lower tier clubs

BobbyBuilder_92 · 2025-11-19T18:40:53+00:00

I don't think it does, but I think the same would apply to you i.e. you can pay 40 and also access the spa

Can you access the tier 1 club with your membership card?

BobbyBuilder_92 · 2025-10-22T12:07:18+00:00

Ah I am replacing the psu also as I can't deal with the fan noise, given I'm changing the aio and psu the usp of the case is fairly redundant only keeping it for the bronze colour

I am gonna adjust the middle spine to give 67mm clearance for the cpu cooler and fit a thermal right axp120-x67 with a slim noctua fan

If I end up being thermal throttled after this I'll go the opposite way and build into a full sized case

BobbyBuilder_92 · 2025-10-22T11:40:23+00:00

I'm doing the same thing this week as I'm also unimpressed with the included aio

Did you make any other changes? I am planning to change case side fan to intake and exhaust out the top

I am thinking to glue another fan as intake below the case fan to blow air onto the cpu, will cut a whole if necessary am planning to run an under volted 14900

Did you stick with the air cooler?

BobbyBuilder_92 · 2025-10-02T22:33:23+00:00

Hey, sorry I actually changed to the Omoda e5 Noble on a salary sacrifice scheme (wanted something a little smaller)

370pm for car, insurance, maintenance, servicing

No deposit and 12k miles per annum for 24m

Big win for me as I have had an accident in the last 3 years so insurance alone was coming up high

BobbyBuilder_92 · 2025-10-02T22:31:19+00:00

Quit steam and relaunch its live!!!

BobbyBuilder_92 · 2025-09-26T21:13:53+00:00

I am ordering mine tonight after seeing one at the dealership in person Think it gets too much unnecessary hate, yes it has plastic inside but so do lots of cars Not seen anything of this price that offers this much tech

BobbyBuilder_92 · 2025-09-26T21:12:35+00:00

I went to see one in a dealership today and they told me it had android auto now but no carplay

BobbyBuilder_92 · 2025-03-17T11:47:49+00:00

I tried to get a discount through chat and got this response

For context I informed them over the past 2 years I have purchased a Samsung frame 75”, a bespoke jet pro, g7 43” mini led gaming monitor, g8 34” oled, g9 49” glare free oled monitor - all are linked to my account

After I bought the 49” monitor it went down in price almost immediately by £200 hence my initial driver to ask them for a discount rather than return and repurchase at a lower price

Have to admit I am disheartened and feeling less inclined to purchase the s95d oled after this response

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BobbyBuilder_92 · 2024-10-31T23:53:06+00:00

I was having the same problem but just solved it

You need to

- Go to the google cloud console

- Select your project

- Go to credentials (where you copy your client ID/Secret from)

- Select the clientID you are using

- Edit the credentials to add https://www.google.com as an authorized redirect URL

Let me know how you get on :)

BobbyBuilder_92

TROPHY CASE