u/jhingalala_huhu_huhu

Context:- I work as SDE in Researching branch of my company,

Okay so since Last year I'm working sideline on Agentic Dashboarding and Reporting tool for Enterprise systems, it uses LangGraph agents to formulate dashboard and reports tailored to user needs once user set up the database, analyze it and add private LLM connection. I have some demos to upper management and no outcome has come out of it.

The project is honestly good, it has all Governance, cost tracking, proper security, user isolations, concurrency, my self developed NLP to SQL layer which works on any structured data you throw it at within comprising security.

I believe I should make this open source recreating exactly what I had sole created at my workplace, but I'm worried about the laws.

What should I do ?

Okay, in the field of Agentic AI now, how relevant rag architecture is ?

Because I've seen big banks, tech giants spending resources on the Internal Chatbots for analyst only to feed the rag around 30 documents, out of which only few are actually big enough for RAG and using the VPC llm of chatgpt to generate answer, the same gpt which can answer questions on all those documents once they're invested directly into Chatgpt.

And considering the evolution of Agentic AI, if I have a retrieval agent, how could it retrieve the relevant information without actually traversing consistently changing documents completely or investing them all at once ?

Okay, in the field of Agentic AI now, how relevant rag architecture is ?

Because I've seen big banks, tech giants spending resources on the Internal Chatbots for analyst only to feed the rag around 30 documents, out of which only few are actually big enough for RAG and using the VPC llm of chatgpt to generate answer, the same gpt which can answer questions on all those documents once they're invested directly into Chatgpt.

And considering the evolution of Agentic AI, if I have a retrieval agent, how could it retrieve the relevant information without actually traversing consistently changing documents completely or investing them all at once ?

I turned 24 this Wednesday and I wanted to get myself a really good dress watch tbh, but I always wanted an underrated brand watch or something classic or vintage but I don't have any leads on where to get and what to get.

Roommate required for a shared bedroom in 3bhk

Looking for a male roommate! We have a spacious, fully furnished 3BHK flat with 6 residents in total (currently 5, so one spot open!) in Thane. The flat is right opposite Viviana Mall Thane West, and it's just 2 kilometers from the Thane railway station. It comes with all amenities—AC, TV, dining table, oven, and a washing machine.

- No Brokerage

- Dm me

- Rent -10000 (Negotiable)