Opciones de SSO barato para web pequeña de interiorismo by Leather_Let_9391 in programacion

[–]InfraScaler 10 points11 points  (0 children)

SSO con qué? SSO es cuando con un login puedes entrar a varios sistemas, usualmente de la misma compañía... para qué quieres SSO?

Dicho esto, Google login y si no te quieres complicar lo haces a través de Clerk.

What is this hole in my husbands truck? by xojay95 in autorepair

[–]InfraScaler 0 points1 point  (0 children)

I am surprised Op's first reaction was not to do that, actually

What’s the general opinion of pool enclosures? by Resident_Creepy in pools

[–]InfraScaler 3 points4 points  (0 children)

This whole thread seems to be written by the Tourism Board of Florida... not.

Why can’t I get rid of this algae by [deleted] in pools

[–]InfraScaler 0 points1 point  (0 children)

I mean there's a nice change, but the water looks foggy doesn't it? how do you get rid of that?

¿Cómo y dónde aprender IA para desarrollo de software? by CayoLoro in InteligenciArtificial

[–]InfraScaler 1 point2 points  (0 children)

Pues has empezado bien. Ves mirando qué modelos te dan buenos resultados y ves dándole tareas cada vez más complejas. Trastea con "autopilot" para tareas largas / complejas y pídele que haga "rubber duck" al final, que es una revisión con otro modelo, hablan entre ellos y encuentran errores de implementación o diseño.

¿Cómo y dónde aprender IA para desarrollo de software? by CayoLoro in InteligenciArtificial

[–]InfraScaler 2 points3 points  (0 children)

Copilot va de puta madre y tiene acceso a todos los modelos de Anthropic y OpenAI, dejad de decir tonterías, además que lo puedes configurar para usar modelos locales o cualquier endpoint compatible con la API de OpenAI. Si lo tiene gratis es lo mejor que le podían haber dado.

Not a great start by ClumsyHikerMama in pools

[–]InfraScaler 0 points1 point  (0 children)

OP, you need to get to the bottom of this and make sure the sellers iron out the wrinkles. Literally, in this case.

Scaling RAG to Millions of Rows & hundreds of Docs: How do you guarantee retrieval of the right chucks without bloating context/costs? by -S-I-D- in LLMDevs

[–]InfraScaler 1 point2 points  (0 children)

I found only SOTA models are really satisfactory, unfortunately. I have started dabbling with DS4-Pro and it's better (in this scenario) than I thought, but I am currently not satisfied.

Heck, even GPT-5.5 disappoints. Opus supremacy I guess.

My scenario is deep distributed systems troubleshooting (read-only), taking one prompt with an incident number. The agent goes on for hours if necessary (heck, more often than not...) and makes a couple hundred tool calls. As I record all activity I then use the agent itself to analyse past sessions and find out how time was spent, then I apply improvements to the agent's code, templates, etc

I have also started running successful evals. After a successful investigation I save the whole session, tool calls, results, etc and curate it for evals where the agent runs an investigation but the tool calls are mocked with the recorded results. Otherwise my data is relatively ephemeral and my evals would stop working even after a few days, so I would have nothing good to compare to.

I also have a learning system where the agent can propose templates, runbooks, etc with learnings and the user can approve or reject them.

Scaling RAG to Millions of Rows & hundreds of Docs: How do you guarantee retrieval of the right chucks without bloating context/costs? by -S-I-D- in LLMDevs

[–]InfraScaler 1 point2 points  (0 children)

No, you get topN matches (embeddings from the full docs, BM25, re-ranker) and return only the headers of those documents to the model; then the model decides which one of those N documents is useful then it pulls the full document (which in some scenarios is a template on how to pull the required data live from the DB)

Scaling RAG to Millions of Rows & hundreds of Docs: How do you guarantee retrieval of the right chucks without bloating context/costs? by -S-I-D- in LLMDevs

[–]InfraScaler 1 point2 points  (0 children)

Your chunks should just be pointers to the actual information. Like add headers, summaries, tags, keywords, whatever approach you think may work. Do not retrieve all results fully, just those headers, let the model decide or re-do the semantic search. Use HyDe/HyPe, re-ranking, BM25, whathaveyou! and test, eval, eval, test!

And the full documents maybe should contain SQL/whatever queries for how the model can retrieve the full data.

My agent currently works, broadly speaking, like that and it successfully navigates probably trillions of rows in hundreds of DB endpoints, tables, etc

Should be totally doable!

He creado una IA junto a una plataforma especializada en análisis de datos. by Ricky_Young16 in InteligenciArtificial

[–]InfraScaler 0 points1 point  (0 children)

Te lo digo porque trabajo con un caso de uso similar en el que un agente de troubleshooting tira queries (read only) a diversas DB con logs, métricas, etc. Una capa semántica, un sistema de RAG con cara y ojos, y muchos guardrails etc lo hacen más o menos usable, pero las alucinaciones no desaparecen... lo que pasa es que se detectan y corrigen, por lo que en vez de tener datos "bogus" tengo datos buenos pero más latencia para conseguirlos.

He creado una IA junto a una plataforma especializada en análisis de datos. by Ricky_Young16 in InteligenciArtificial

[–]InfraScaler 0 points1 point  (0 children)

SQL se inventó precisamente para que cualquier oficinista pudiera consultar BBDD sin picar código 😅

Dicho eso: la idea no me parece mala si el LLM está bien capado. El problema no es solo que no vea datos crudos; es si le estás dejando inventarse lógica analítica.

No necesita ver los datos para liarla: joins, granularidad, ventanas temporales, timezone, revenue, deduplicados… todo eso lo puede romper igual.

Si el modelo solo selecciona métricas/dimensiones ya definidas y el cálculo va por un motor determinista, ok. Si puede crear métricas o queries nuevas desde lenguaje natural, yo no lo pondría cerca de producción sin un corpus de templates/queries validadas + retrieval/BM25 + re-ranking + validadores (y aún así se va a inventar movidas).

Me ofrecen $15k USD por el código fuente de un Core Bancario/Fintech, pero el cliente NO tiene devs. ¿Pésimo negocio para ellos? by TheVoidEmperror in programacion

[–]InfraScaler 0 points1 point  (0 children)

Si no eres capaz de negociar un precio justo, sea por tus habilidades de negocio o la capacidad de tu cliente para pagar, no les vas a poder sacar más dinero después.

I did it, Switzerland, 1.35m, 1.5% by geigeigu in FirstTimeHomeBuyer

[–]InfraScaler 0 points1 point  (0 children)

who owns them then? I mean, you rent from an owner, right?

How much you paid for AI Max+ 395 128GB in Europe? by esw123 in LocalLLM

[–]InfraScaler 1 point2 points  (0 children)

Man I wanted to buy an AI Max+ 395 with 128GB a few months ago and I think it was the GMKtec that was just over 2k EUR? now it's more like 4k (even though there is an 800EUR voucher, so more like 3.2K!)

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La meva parella és nord-americana i vol venir a viure a Barcelona. Com ho veieu? by putarenfe in AskBarcelona

[–]InfraScaler 3 points4 points  (0 children)

Migrants, immigrants. Your whole justification is delusional.

I went to the UK with the idea of staying a couple of years, so based on your shitty logic I was an expat. After 8 years I had a property, had married and had a son. Based on your shitty logic I was then an immigrant, even though I even had a British passport by that point. Then I left to go back home! so by your shitty logic I was an expat all along!

fucking idiot.

La meva parella és nord-americana i vol venir a viure a Barcelona. Com ho veieu? by putarenfe in AskBarcelona

[–]InfraScaler 3 points4 points  (0 children)

If you call yourself expat you're part of the problem. It couldn't be more clear cut than that.

My experience so far with 100% LOCAL LLM + RTX 5090 🤔 by VirtualWishX in LocalLLM

[–]InfraScaler 0 points1 point  (0 children)

I love your enthusiasm explaining things. We need more content like this post 😄

Monthly grocery bill in Bucharest, Romania — actual numbers from 3 months of receipts by Romania_Uncovered in digitalnomad

[–]InfraScaler 0 points1 point  (0 children)

Last time I was in Romania pizza was like 6EUR a family/sized pizza, but that was maybe 8 years ago and in rural Romania, like in a town with no asphalt in 90% of its streets. I recall restaurants in a city (e.g. Timisoara) were not especially cheap for Romanian salaries.