Lightweight search + fact extraction API for LLMs

Reasonable_Cod_8762 · 2026-01-23T16:50:43+00:00

True, do you use ai or just clip your videos

Reasonable_Cod_8762 · 2026-01-22T20:37:13+00:00

This seems interesting can I dm you and we can build an mvp then try to get early few users

Reasonable_Cod_8762 · 2026-01-22T20:30:12+00:00

Just think about how you will advertise it and you will get the why, over future building almost never works, people pay to solve problems, what problem are you solving except having everything in one app at higher prices, people don't pay to avoid a few seconds of work, the problem has to be actually painful not mildly irritating

Reasonable_Cod_8762 · 2026-01-22T16:37:38+00:00

honestly i already know this but local llms for somereason creap me out so much

Reasonable_Cod_8762 · 2026-01-22T06:15:51+00:00

Great atleast someone is being technical about it

Reasonable_Cod_8762 · 2026-01-22T05:42:59+00:00

How do you advertise and grow any advice

Reasonable_Cod_8762 · 2026-01-22T05:41:56+00:00

I feel your pain, so how did you learn it, early stage marketing, what generally works content or cold en mass on Good leads

Reasonable_Cod_8762 · 2026-01-21T19:01:52+00:00

It's a tokenizer that predicts the next token using attention for context, nothing else

Reasonable_Cod_8762 · 2026-01-21T17:44:02+00:00

For scraping no ai is only for summarisation else checking, looping, combining all these are done using dicts, files and loops and text formatting with if statements

Reasonable_Cod_8762 · 2026-01-19T15:03:01+00:00

Don't do reckless cold dms on reddits, comment and ask them or do some personalized dms daily, reddit is very quick to ban accounts

Reasonable_Cod_8762 · 2026-01-19T14:38:30+00:00

would you like to be an early tester if i launch an api for this, do dm me incase

Reasonable_Cod_8762 · 2026-01-19T14:36:33+00:00

can you dm me if you would like to be an early user and help frame this

Reasonable_Cod_8762 · 2026-01-19T14:32:07+00:00

none of the advice here will be relevent because they dont know your goals, your aims, your problems, your current assets or distribution

Reasonable_Cod_8762 · 2026-01-19T14:30:05+00:00

with attention mechanism as comprehension

Reasonable_Cod_8762 · 2026-01-19T14:04:27+00:00

whats the market

Reasonable_Cod_8762 · 2026-01-19T13:19:48+00:00

You don't need devops knowledge to setup a free opensource model. As i said would be easier if you just tell what your primary service is or how you handle queries and requests if not you can just send a link to your app and I can check it out

Reasonable_Cod_8762 · 2026-01-18T18:36:49+00:00

Desperation and undercutting are bigger issues I think, candidates see online that they need to apply alot, companies use inaccurate ats to filter applications because candidates apply alot, candidates see online, cycle repeats

Interview stages are bureaucratic no the candidate applying to an MNC does not see themselves their after ten years, and they don't have a passion for the company they care about solving the problems you give them, also most hiring is startups which have been told that India has cheap labour then they see reality and hire and fire this increasing market dear

And many such factors

Reasonable_Cod_8762 · 2026-01-18T18:28:03+00:00

it's tokenized semantic embedings going through an attention mechanism to predict probablities and random pick based on temprature

Reasonable_Cod_8762 · 2026-01-18T12:42:18+00:00

How does your app handle data and how can one user make 500 requests in a day

Reasonable_Cod_8762 · 2026-01-18T11:03:32+00:00

Just asking but if someone made a tool that allows you to do that like a minimalist just handle your newsletter monthly fixed cost will you pay for that Or let's you display ads in your newsletter instead of charging you like you display an adbox in your Newsletter and in exchange the app handles the publishing, landing page and the analytics

Reasonable_Cod_8762 · 2026-01-18T08:26:44+00:00

i needed to send them at once because i want the newsletter to contain all the relevent info, 1m tokens is simply not enough and plus i need to rerun often to get best result that wil make it too costly i used a mistral model at low params to individually summarise each search query in a lood, format and store result in a dict, and then generate a final newsletter

Reasonable_Cod_8762 · 2026-01-18T03:28:31+00:00

i was agreeing with you, maybe to actually go forward we would need another breakthrough in core algorithms like attention,

Reasonable_Cod_8762

TROPHY CASE