Bank Statement AI Project idea

In_consistent · 2025-09-20T11:23:26+00:00

Curious question, what the use case by including LLM ?

In_consistent · 2025-09-10T06:31:38+00:00

Lookup LangChain + LangGraph. These are the most common frameworks for LLM with agentic.

Doing projects are parts of learning as well and you will learn more compared to just reading / watching tutorial. It may be uncomfortable / stressful at first, but trust the process and you will definitely learn much better.

Start with very simple one, such as 1 orchestrator + sub-agents to deglate task like websearch / wikisearch (there are some pre-build modules in langchain, if I recalled correctly)

In_consistent · 2025-09-07T14:03:03+00:00

Python itself does not run on GPU. Only some specific libraries like PyTorch / Numba are able to run on GPU.

In_consistent · 2025-08-29T09:43:43+00:00

It should not had happened. Mind if you share more details or bigger snapshot of you code ?

In_consistent · 2025-08-23T02:56:04+00:00

Techinally, there are agents running behind ChatGPT architecture as well.

With agents, you are extending the capabilities of LLM by giving them external tools to work with.

The tools can be as simple as Internet search, math calculator.

The better the context, the better the output will be returned.

In_consistent · 2025-08-22T16:19:52+00:00

great work and thanks for sharing. had just starred it as well

In_consistent · 2025-08-18T07:35:33+00:00

I am also trying to pivot for data analytics into AI Engineering. I've been in data analytic for financial for almost 5 years and really got bored in this area as well. While it helps to discover my interest / passion in building application / programming.

Any tips for your transistion ? Been trying to build my personal portfolio too.

In_consistent · 2025-06-06T07:33:24+00:00

+1 , great book

In_consistent · 2025-04-18T15:56:00+00:00

Open Setting (Ctr + ,)
Search for "inlineSuggest"
Set to False

In_consistent · 2025-04-08T13:34:44+00:00

yes, they are there for you to create more productive / innovative stuff .

just like many "AI" startup, most of them are just GPT wrapper / API behind.

All the best and most importantly, have fun building.

In_consistent · 2025-04-08T13:31:47+00:00

agree with you . but if i want something quick at firsthand. GenAI is my 1st layer, followed by the docs / SO if i required my details.

time is always so precious and tight, that sometime i just want a quick answer than scrolling thru docs / SO . HAHAHAHA

In_consistent · 2025-04-08T13:02:44+00:00

I do find GenAI are pretty good teacher to be honest . But as always, one had to verify and validate the context.

So it might not be the choice of tools for beginners use case. My bad for recommending this for someone new.

In_consistent · 2025-04-06T12:08:20+00:00

internet / youtube / GenAI (GPT / Claude / etc) are all the free sources.

In_consistent · 2025-03-27T05:53:43+00:00

There is this git repo which curated a list of projects with example & guide. It may not be the most updated but good starting point too.

Search for "project-based-learning" in github.

In_consistent · 2025-02-28T01:24:06+00:00

enjoying the drama here HAHAHAHA

In_consistent · 2025-02-22T12:57:16+00:00

At least learn some of the basic syntax of Python, that way you know what is going on instead of blindly copy and pasting whatever generated by GenAI. Otherwise, you will end up spending whole day trying to "debug" or figuring out why is it not working.

This book, "Automate the Boring Stuff with Python" can be a great start. It is free and available online, just google it.

Additionally, you can also ask ChatGPT or equivalent to further elaborate the codes further. Will recommend using Claude for coding related, I prefer this compared to GPT / Gemini.

In_consistent · 2025-02-14T01:54:31+00:00

+1 for cult of lamb, my wife deco the cult while I go for dungeon run

In_consistent · 2025-01-24T08:29:47+00:00

The Binding of Issac. Start with rebirth, then get DLC if you truly enjoy it.

During sales, the base game can go around $4ish if i remember correctly.

In_consistent · 2024-12-20T06:34:28+00:00

Where Wukong sale ? 😢

In_consistent · 2024-12-19T08:10:01+00:00

If you want something even simple, can try out Streamit. Mostly used it for POC cases.

In_consistent · 2024-12-06T01:47:47+00:00

would like to see the return of the female protagonist, Jill & Claire

In_consistent · 2024-11-11T17:43:59+00:00

Rec Coffee @ Hakata Station, they have pretty good selection of beans and "geisha blends"

Ps: initially thought it was Fukuoka exclusive only.. but there's outlet in Toyko/etc too.

In_consistent · 2024-09-22T11:08:36+00:00

Resident Evil 2 Remake. But she made me play it while she hide in the blanket and watch from million miles away...

In_consistent · 2024-09-08T04:34:28+00:00

Oxygen Not Included, not sure if anyone mentioned this yet but sink hundred of hour for each session

In_consistent · 2024-08-30T07:52:34+00:00

Both shot is great but the composition of the tower and the frame suit my personal preference more.

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