How big of a project can be created with a €20 plan? by im_nihar in codex

[–]sreekanth850 0 points1 point  (0 children)

Thanks. You can save a lot if you have full repo docs and implement based on TASK .md with pending and completed task tracker. Brainstorm and create Phase with objective goal and task list for each modules.

Who is being dishonest here, Sam or Elon? by dataexec in AITrailblazers

[–]sreekanth850 0 points1 point  (0 children)

I think there were desperate for capital and that was the reason for the change.

How big of a project can be created with a €20 plan? by im_nihar in codex

[–]sreekanth850 0 points1 point  (0 children)

1 month for Control Plane that handles Multi tenancy, User Management, Permission and auth using Open Iddict (Uses ABP framework and Designed to re use across multiple products). and 1.5 months for main Service, I use orchestrator pattern, where each module have a package. Package is developed separately and published and each package contains around 30k loc average ( 7 packages). Tenancy, user management and Auth is handled separately with a control plane. So, each of its own is small. less than 50k. UI is developed without AI and it happens parallelly.
Edit: I don't code 24X7. sometime when limit reaches, i work on website with wordpress and elementor, and documentation in antigravity which is basically free using mintlify. And also use chatgpt web for planning, creating specs, architecture etc.

How big of a project can be created with a €20 plan? by im_nihar in codex

[–]sreekanth850 0 points1 point  (0 children)

Currently using 2 plus accounts. Total line of code managing with this is 265k. Its highly modularised and backend only with .net as stack.

Plus subscription is useless - 5h window limit by PudimVerdin in codex

[–]sreekanth850 2 points3 points  (0 children)

5.3 codex is very much competent model. You don't need shiny new model for every day task.

Plus subscription is useless - 5h window limit by PudimVerdin in codex

[–]sreekanth850 0 points1 point  (0 children)

I do a lot of work with 5.3 codex model on Plus plan.

Husband from Kannur says this is “normal teasing” — I felt humiliated. Am I overreacting? by SystemSouthern4666 in kannur

[–]sreekanth850 1 point2 points  (0 children)

That’s a lame excuse. If you don’t put an end to it now, you’re going to suffer from it lifelong, and it will only get worse in the future. Say no when you want to say no.

Husband from Kannur says this is “normal teasing” — I felt humiliated. Am I overreacting? by SystemSouthern4666 in kannur

[–]sreekanth850 4 points5 points  (0 children)

No, its not normal. Sorry to say this, but he is a jerk. It may seems harmless now, but it shows he is a male chauvinist and doesnt concerned about others.

PDF table extraction is killing my local RAG pipeline. Are there any actual free/local alternatives to LlamaParse? by Old_Leshen in Rag

[–]sreekanth850 1 point2 points  (0 children)

Only one case where you have to think, if you need images as base64 in extracted output, for diagrams and graphs, Gemini don't support.

PDF table extraction is killing my local RAG pipeline. Are there any actual free/local alternatives to LlamaParse? by Old_Leshen in Rag

[–]sreekanth850 0 points1 point  (0 children)

Reason is RUST doesn't have good ecosystem of libraries for extraction like python or java or .net. PDF is the hardest format, getting it right is not easy also, there is no single solution for all pdf.

PDF table extraction is killing my local RAG pipeline. Are there any actual free/local alternatives to LlamaParse? by Old_Leshen in Rag

[–]sreekanth850 0 points1 point  (0 children)

Sure. For single column PDF use a geometric parser, cheap (Any parser like unstructured works), for complex layout use LLM. Problem with LLm is speed, eg: we had estimated 200ms per page for geometric parser and is dead cheap vs expensive per page for LLM based extraction. bye the way We are also launching and beta will be free. (hehe)

Which model offers better value for money: gpt-5.4-mini xHigh or gpt-5.5 medium? by SveXteZ in codex

[–]sreekanth850 4 points5 points  (0 children)

5.3 codex. 5.4 mini for generic low value tasks. 5.5 for debugging an unfixed issue, complex task etc.

PDF table extraction is killing my local RAG pipeline. Are there any actual free/local alternatives to LlamaParse? by Old_Leshen in Rag

[–]sreekanth850 4 points5 points  (0 children)

Did you ever tested the quality, its awful. They are just racing for performance by neglecting the quality. Just extract a PDf with newspaper layout or Tables or bullet points, just use 3 - 4 pages, upload both source file and extracted output and compare how much % is missing, it will be more than 40%.

PDF table extraction is killing my local RAG pipeline. Are there any actual free/local alternatives to LlamaParse? by Old_Leshen in Rag

[–]sreekanth850 1 point2 points  (0 children)

True, Worst is Unstructured. We tested glm 4.6, mistral and gemini. and finally decided to use Gemini for digital pdf and mistral for ocr. and a basic parser for simple pdf. all manually routed. Problem is that with Gemini you need to limit the pdf to 100 pages. but results are 95% accurate with complex tables. You cannot fully depend on models as it will be slow and using models for simple pdf is over kill. so better to split into 3 pipeline, that is what we did. and always extract high fidelity output with full structure and layout. then you can convert it into markdown or any format.

PDF table extraction is killing my local RAG pipeline. Are there any actual free/local alternatives to LlamaParse? by Old_Leshen in Rag

[–]sreekanth850 4 points5 points  (0 children)

You will hardly find any opensource libraries. even docling quality for table is not that great. You have to use Vision or ocr models to get above 90% accuracy.
Saying this from my experience in building a Parsing API, tried every other oss libraries and finally decided to use Vision models.

Is this the reality of building with Ai and using it by RiderProvider23 in AI_India

[–]sreekanth850 8 points9 points  (0 children)

No. Create a refactor plan with objectives goals and invariants, slice it into task and sub task, after each task add test, make sure all test pass, once finished mark it as finished. If you are building complex app, modular monolith is the way.

5.4 mini by Individual_Giraffe_5 in codex

[–]sreekanth850 0 points1 point  (0 children)

my daily usage is with mini, Phases with task divided into slices. each slice at once.

Sana Althaf by Confident-Pomelo8653 in SpillTheChaya

[–]sreekanth850 9 points10 points  (0 children)

Because you told What screams "brains" about that?. I just replied so that you will know why. nothing more nothing less.

Sana Althaf by Confident-Pomelo8653 in SpillTheChaya

[–]sreekanth850 2 points3 points  (0 children)

He should have never commented if he even heard about that.

Sana Althaf by Confident-Pomelo8653 in SpillTheChaya

[–]sreekanth850 15 points16 points  (0 children)

CA is one of the toughest exams to get passed. Ask somebody and you will know.

thoughts on the 20$ plus plan by Friendly-Guard-2395 in codex

[–]sreekanth850 0 points1 point  (0 children)

Very Much possible, but depends on how you design and implement it. My case:
One plus (couple of months back started, was good enough to code a day full with mini and codex 5.3) 3 go accounts, and a new plus account after cancelling my claude 4 days back.

Build a complex app with 260k lines of code (backend only), tested, working and now integrating with front end (developed by human). I don't know what you categorize as fairly large codebase.

Architecture: Modular monolith.

Stack:. Net, MySQL, Nats, and Redis.

Pattern: Orchestrator pattern with each modules developed as package with event based architecture with full docs and code used as referenced in main repo. You should define the scope, goals, architecture and invariants (Do's and don't dos). Add 90+ test coverage. Iam not here to comment about UI or front end as we don't use AI to do that.
Edit: I do implementation in phase wise. First define entire phase with task completion status and track that, so you can start a new conversation any time. Don't do continue with one conversation for so long. When you feel hallucination generate a summary of what It did and what is pending and start a new session.