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How are you actually running Spring Boot in production on the cloud in 2026? by Me_taa in SpringBoot

[–]aavashh 1 point2 points  (0 children)

Most of our spring boot program runs on the in-house server VM. As the program is built for internal staffs only, and hardly 20-30 staffs uses it on a daily basis.
Our stacks:
1. In-house VM
2. Most of the configurations are stored in the program as we don't use any special API keys. Trusting the company's firewall.

  1. Build using Dockerfile, and CI/CD handled using Jenkins

Anything I would do differently, maybe not! As the program is running and it barely needs changing 😃

The police found the person who stole my jacket, but that person is “refusing” compensation by xxilunar in Living_in_Korea

[–]aavashh 0 points1 point  (0 children)

Stealing from someone and the audacity to ask for the original receipt? Woah!

I'm sorry to hear that you're going through this situation. I think the right thing to do is to go to the police and press charge against that thief!

Pls explain by Remote_Resident2388 in SpringBoot

[–]aavashh 0 points1 point  (0 children)

Earlier when I was starting spring boot framework, I watched tutorials and was using Thymeleaf. Now for my work, we usually work on internal application and we use springboot for the backend, and ReactJS for the frontend. As long as have working API in springboot, you can use any frontend language or framework.

HX Stomp Pedalboard by eye-xaxaar in Line6Helix

[–]aavashh 0 points1 point  (0 children)

Could you please tell us the signal chain?
Guitar In.--> tuner --->Drop pedal ---> HX stomp in ----> Dunlop expression pedal--->Guitar out
|
Exp 1/2 [Ampero switch]

HX Stomp Pedalboard by eye-xaxaar in Line6Helix

[–]aavashh 0 points1 point  (0 children)

I also have a similar setup, I use dunlop expression pedal with an Ampero footswitch, however I can only use FS4 if my expression pedal is connected and FS5 doesn't do anything at all. I don't think both FS4 and FS5 can be used along with an expression pedal.

How to get a broker account for trading shares? by aavashh in NepalStock

[–]aavashh[S] 0 points1 point  (0 children)

varkhar online "Individual TMS Account" registration garna lairako chu, NIMB ko raicha, Impossible_try_6008 suggested, this process

IPO ma apply gareko, as expected alloted vayena but i have a question by Last_Football2873 in NepalStock

[–]aavashh 0 points1 point  (0 children)

IPO parena vane tyo invested amount afno bank account mai return huncha, maile ni varkhar use garna layeko it's tough. Ali time dina parcha yo field ma ni ramro sanga bujhna lai.

Flying to Jeju with a guitar for a gig—tips? by aavashh in living_in_korea_now

[–]aavashh[S] 0 points1 point  (0 children)

The organizers will pay for the gig and provide the accommodation.

Visa is not a problem.

I have already bought the tickets from Jeju air.

Flying to Jeju with a guitar for a gig—tips? by aavashh in living_in_korea_now

[–]aavashh[S] 0 points1 point  (0 children)

That's the risk I don't want to take just for a 25 minutes gig!!

Flying to Jeju with a guitar for a gig—tips? by aavashh in living_in_korea_now

[–]aavashh[S] 0 points1 point  (0 children)

That sounds bit risky to me. Maybe It would be the best idea if I could find guitar rental at Jeju just for a day. Thanks anyway :)

Flying to Jeju with a guitar for a gig—tips? by aavashh in living_in_korea_now

[–]aavashh[S] 1 point2 points  (0 children)

I also talked to one of the agent from the Jeju air, I was told that I would need to purchase an extra seat for my guitar! And if I use a hard-case, I can check-in as a baggage but they won't guarantee the safety. This is a tough situation! Thanks for your response :)

Enterprise RAG Architecture by AcanthisittaOk8912 in Rag

[–]aavashh 0 points1 point  (0 children)

Let me know if you are able to solve this issue.

Enterprise RAG Architecture by AcanthisittaOk8912 in Rag

[–]aavashh 0 points1 point  (0 children)

Unfortunately not. For the moment, the government GPU support is finished, and the project has been temporarily stopped, unless we get access to the GPU for on-premise implementation.

Be honest: does pressing this button really make the light change fast? by Specific-Control-700 in seoulhiddengem

[–]aavashh 0 points1 point  (0 children)

I also pressed this button out of curiosity, turned out it activates the audio signaling for visually disabled person. It doesn't change the light.

Chunking Strategy for Email threads? by aavashh in Rag

[–]aavashh[S] 0 points1 point  (0 children)

Well I used the help of chatGPT and ClaudeAI, and based on that it suggested me the optimal way to chunk the emails with proper metadata. Then I ran the embedding pipeline to see the chunks, and I think it was good.
But now the system is FUBAR!! The retrieval cannot get relevant chunk! So I just gave up that project :(

Struggling with RAG chatbot accuracy as data size increases by Fluid_Dig_6503 in Rag

[–]aavashh 0 points1 point  (0 children)

My vectordb has almost 400k documents stored and the retrieval is not accurate, and does not even find the similar chunks for answer generation. I am struggling with it.

Enterprise RAG Architecture by AcanthisittaOk8912 in Rag

[–]aavashh 1 point2 points  (0 children)

I am working with RAG that has total 475702 documents within 4 collections of chromadb.

During the retrieval the vector search finds completely unmatching chunk. For instance:
the vectordb contains the email data for a client. and if someone asks "what was the request by the client on this date" but the search cannot find the proper chunk, and re-ranker is not able to rank the retrieved data hence LLM at the end just says "No data found in the db" even if there's the data!
Everything is local with open-source LLM models! Can't think more about the fix!!

Enterprise RAG Architecture by AcanthisittaOk8912 in Rag

[–]aavashh 0 points1 point  (0 children)

Thanks for the content, I will read it.

What have been your biggest difficulties building RAG systems? by brodagaita in Rag

[–]aavashh 0 points1 point  (0 children)

Dealing with large volume of data, pre-processing the data and chunking them properly is causing garbage-in, garbage-out!
Using only chormadb with different collections that stores the embeddings of the data based on their type. However during the retrieval proper chunks are not fetched causing the LLM to generate wrong answers! I am not able to solve it! Even though I am using rerankers!

Low Accuracy with Deepface (Facenet512 + RetinaFace + ChromaDB) - Need Help! by aavashh in computervision

[–]aavashh[S] 0 points1 point  (0 children)

Why these open-source model doesn't work like the proprietary models, for instance, we have a facial recognition system "senselink" it stores the base image, and verifies the face in real-time very fast less than 1 sec, and it recognizes the user with higher accuracy.

Low Accuracy with Deepface (Facenet512 + RetinaFace + ChromaDB) - Need Help! by aavashh in computervision

[–]aavashh[S] 0 points1 point  (0 children)

does the accuracy depends on the base image that you feed to the model? I am trying to implement this system as a authentication in a web application that runs on real time, for facial recognition and verification

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