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se_78696449 | stackoverflow | MACHINE_LEARNING | ML RL with neural network on Asteroids Game | ML RL with neural network on Asteroids Game
I have built a DQ network ,which analyses the states of asteroids and the rocket gives out the best possible action to be performed (left, right ,shoot , idle).But the agent keeps spamming bullets ?
can anyone help me in solving this problem ?
I thought the agent would explo... | https://stackoverflow.com/questions/78696449/ml-rl-with-neural-network-on-asteroids-game | machine-learning, deep-learning, reinforcement-learning | 1,719,916,036 |
se_78696130 | stackoverflow | MACHINE_LEARNING | PyTorch Gradient Computation Fails When Not Using Entire Input Tensor | PyTorch Gradient Computation Fails When Not Using Entire Input Tensor
I have a model that takes an input tensor , along with other inputs k and D. The model outputs several tensors, including cs_hat. When I compute gradients of cs_hat with respect to the first slice of inputs (inputs[:,:,0]), the gradient computation ... | https://stackoverflow.com/questions/78696130/pytorch-gradient-computation-fails-when-not-using-entire-input-tensor | python, deep-learning, pytorch, neural-network, autograd | 1,719,912,118 |
se_78259482 | stackoverflow | MACHINE_LEARNING | Tensorflow to Tensorflowlite conversion issue | Tensorflow to Tensorflowlite conversion issue
Im trying to convert the Tensorflow model to Tensorflowlite model but it shows warning WARNING:absl:Compiled the loaded model, but the compiled metrics have yet to be built. model.compile_metrics will be empty until you train or evaluate the model.
How to solve this error?... | https://stackoverflow.com/questions/78259482/tensorflow-to-tensorflowlite-conversion-issue | android, tensorflow, deep-learning, tensorflow-lite, image-classification | 1,712,041,066 |
se_77566639 | stackoverflow | MACHINE_LEARNING | VGG16 and VGG19 not doing any learning during training, although AlexNet performs well? | VGG16 and VGG19 not doing any learning during training, although AlexNet performs well?
I'm replicating the results of a research paper for a ML Project. The paper is about Palm Vein recognition using CNNs. It trains 3 CNNs on different palm vein datasets, one of which is the FYODB Dataset.
I'm using Keras to train my... | https://stackoverflow.com/questions/77566639/vgg16-and-vgg19-not-doing-any-learning-during-training-although-alexnet-perform | python, keras, deep-learning, conv-neural-network, vgg-net | 1,701,199,420 |
se_49926192 | stackoverflow | MACHINE_LEARNING | What is the difference between backpropagation and reverse-mode autodiff? | What is the difference between backpropagation and reverse-mode autodiff?
Going through this book, I am familiar with the following:
For each training instance the backpropagation algorithm first makes a
prediction (forward pass), measures the error, then goes through each
layer in reverse to measure the error... | https://stackoverflow.com/questions/49926192/what-is-the-difference-between-backpropagation-and-reverse-mode-autodiff | tensorflow, machine-learning, deep-learning, backpropagation | 1,524,156,187 |
se_59264851 | stackoverflow | MACHINE_LEARNING | Google Colab: Why is CPU faster than TPU? | Google Colab: Why is CPU faster than TPU?
I'm using Google colab TPU to train a simple Keras model. Removing the distributed strategy and running the same program on the CPU is much faster than TPU. How is that possible?
import timeit
import os
import tensorflow as tf
from sklearn.datasets import load_iris
from sklear... | https://stackoverflow.com/questions/59264851/google-colab-why-is-cpu-faster-than-tpu | tensorflow, keras, deep-learning, google-colaboratory, google-cloud-tpu | 1,575,972,870 |
se_54905774 | stackoverflow | MACHINE_LEARNING | why softmax get small gradient when the value is large in paper 'Attention is all you need' | why softmax get small gradient when the value is large in paper 'Attention is all you need'
This is the screen of the original paper: the screen of the paper. I understand the meaning of the paper is that when the value of dot-product is large, the gradient of softmax will get very small.
However, I tried to c... | https://stackoverflow.com/questions/54905774/why-softmax-get-small-gradient-when-the-value-is-large-in-paper-attention-is-al | deep-learning, nlp, softmax, attention-model | 1,551,271,334 |
se_57422321 | stackoverflow | MACHINE_LEARNING | How to get 90%+ test accuracy on IMDB data? | How to get 90%+ test accuracy on IMDB data?
I was trying to train a model using IMDB data. I am getting expected train accuracy about 96%+ but I am not satisfied with the test accuracy.Now my expectation is to get 90%+ test accuracy on test data. I tried by using several classifier but each time I am getting 84% to 89... | https://stackoverflow.com/questions/57422321/how-to-get-90-test-accuracy-on-imdb-data | keras, deep-learning | 1,565,312,757 |
se_78687170 | stackoverflow | MACHINE_LEARNING | Neural Network In R (Response not generating) | Neural Network In R (Response not generating)
I am running the code below for Neural Network in R. I have already installed TensorFlow which is working fine. I am facing Error in py_call_impl(callable, call_args$unnamed, call_args$named) : KeyError: 0 while running the response(). I think it is because of the inputs ... | https://stackoverflow.com/questions/78687170/neural-network-in-r-response-not-generating | python, r, machine-learning, deep-learning, neural-network | 1,719,698,645 |
se_78686410 | stackoverflow | MACHINE_LEARNING | How can I get Tensorflow and Keras running in my Python DL Model as needed? | How can I get Tensorflow and Keras running in my Python DL Model as needed?
Hey Team, hope you all are doing well! I have been trying to set up a DL model to balance a pole but it is throwing this error each time I try to run it:
/home/nate/Desktop/00_Temp/02_Coding/DeepReinforcementLearningBalanceGame.py/.venv/bin/py... | https://stackoverflow.com/questions/78686410/how-can-i-get-tensorflow-and-keras-running-in-my-python-dl-model-as-needed | python, tensorflow, deep-learning, keras-rl | 1,719,674,639 |
se_78669088 | stackoverflow | MACHINE_LEARNING | Agent won't learn no matter what I try | Agent won't learn no matter what I try
I am trying to make an RL model for reinforcement learning, and the environment is fairly simple and a 10x10 grid. During the training phase, it reaches the goal. But when I try to test this, The agent takes one direction and goes straight and hits a wall or obstacle. It won'... | https://stackoverflow.com/questions/78669088/agent-wont-learn-no-matter-what-i-try | python, deep-learning, artificial-intelligence, reinforcement-learning | 1,719,341,454 |
se_78669554 | stackoverflow | MACHINE_LEARNING | Issue with Plotting Predicted Masks | Issue with Plotting Predicted Masks
I am currently working on a deep learning project 'leaf disease segmentation'. I have trained a model over 50 epochs and obtained the following accuracy and loss metrics:
Train Loss: 19.4736, Train Accuracy: 0.9395
Validation Loss: 19.6197, Validation Accuracy: 0.9100
Test Loss: 19.... | https://stackoverflow.com/questions/78669554/issue-with-plotting-predicted-masks | python, matplotlib, machine-learning, deep-learning, semantic-segmentation | 1,719,350,332 |
se_74149053 | stackoverflow | MACHINE_LEARNING | How can I add reshape layer in nn.Sequential? | How can I add reshape layer in nn.Sequential?
So I'm implementing Generator of a GAN and I need the architecture as shown as below:
The problem is when I try to reshape the output of Linear layer after BatchNorm and ReLU (in fig. Dense as they have used Tensorflow) it is throwing error as :TypeError: reshape(): argum... | https://stackoverflow.com/questions/74149053/how-can-i-add-reshape-layer-in-nn-sequential | python, deep-learning, pytorch, conv-neural-network, generative-adversarial-network | 1,666,329,431 |
se_76237373 | stackoverflow | MACHINE_LEARNING | Optimize ByteTrack method in Multi Object Tracking | Optimize ByteTrack method in Multi Object Tracking
i'm doing some Multi Object Tracking project and using Bytetrack.
The point is that FPS of input video is pretty low and the object to track is small too, so that the number of ID switch is high when objects move fast.
I don't want to use tracking methods that require... | https://stackoverflow.com/questions/76237373/optimize-bytetrack-method-in-multi-object-tracking | python, deep-learning, computer-vision | 1,683,902,113 |
se_71851474 | stackoverflow | MACHINE_LEARNING | How to find the size of a deep learning model? | How to find the size of a deep learning model?
I am working with different quantized implementations of the same model, the main difference being the precision of the weights, biases, and activations. So I'd like to know how I can find the difference between the size of a model in MBs that's in say 32-bit floating poi... | https://stackoverflow.com/questions/71851474/how-to-find-the-size-of-a-deep-learning-model | python, deep-learning, neural-network, pytorch, quantization | 1,649,820,172 |
se_78679765 | stackoverflow | MACHINE_LEARNING | C# MNIST neural network increases to about 20% accuracy, then falls back to 10% | C# MNIST neural network increases to about 20% accuracy, then falls back to 10%
I've been trying to use this python MNIST code to write a neural network in C# - https://www.kaggle.com/code/wwsalmon/simple-mnist-nn-from-scratch-numpy-no-tf-keras/notebook - but after many attempts I can't get it to make significant prog... | https://stackoverflow.com/questions/78679765/c-mnist-neural-network-increases-to-about-20-accuracy-then-falls-back-to-10 | c#, deep-learning, neural-network, mnist | 1,719,521,503 |
se_78675537 | stackoverflow | MACHINE_LEARNING | How to Set Up and Run a Video Model on a Custom Hugginface Server? | How to Set Up and Run a Video Model on a Custom Hugginface Server?
I am working on a project that involves a custom video model, and I need to set it up and run it on my server. The model requires specific configuration files, such as config.json, and weights in formats like pytorch_model.bin and pytorch_model.safeten... | https://stackoverflow.com/questions/78675537/how-to-set-up-and-run-a-video-model-on-a-custom-hugginface-server | python, machine-learning, deep-learning, pytorch, huggingface | 1,719,462,688 |
se_78676089 | stackoverflow | MACHINE_LEARNING | pytorch doesn't read input channels as it's supposed | pytorch doesn't read input channels as it's supposed
I'm building a conv3d model for videos using pytorch. the input is (2, 30, 46, 140, 1) but pytorch reads that the input channel is the second one and it's actually the 4th.
self.conv1 = nn.Conv3d(in_channels=1, out_channels=32, kernel_size=3, padding... | https://stackoverflow.com/questions/78676089/pytorch-doesnt-read-input-channels-as-its-supposed | python, deep-learning, pytorch, neural-network, model | 1,719,472,781 |
se_78675930 | stackoverflow | MACHINE_LEARNING | Why training model with (Batch, 90, 7) Is slower than (Batch, 90, 8)? | Why training model with (Batch, 90, 7) Is slower than (Batch, 90, 8)?
Using tensorflow
I am using the following model:
model = Sequential()
model.add(Masking(mask_value=0.0, input_shape=(90, 7)))
model.add(LSTM(100, return_sequences=True))
model.add(LSTM(70, return_sequences=True))
model.add(LSTM(70, return_sequences=... | https://stackoverflow.com/questions/78675930/why-training-model-with-batch-90-7-is-slower-than-batch-90-8 | tensorflow, deep-learning | 1,719,470,759 |
se_78673595 | stackoverflow | MACHINE_LEARNING | torchvision models produce different outputs in eval mode when the batch size is different | torchvision models produce different outputs in eval mode when the batch size is different
With torchvision models, I found that different batch sizes produce slightly different outputs, even in eval mode.
At the first time, I found with example of torchvision.models.efficientnet_v2_s.
And also tried more light model ... | https://stackoverflow.com/questions/78673595/torchvision-models-produce-different-outputs-in-eval-mode-when-the-batch-size-is | python, deep-learning, pytorch, torch, torchvision | 1,719,419,043 |
se_78674357 | stackoverflow | MACHINE_LEARNING | When I was trying to train the ConvNeXt, I met an issue | When I was trying to train the ConvNeXt, I met an issue
Traceback (most recent call last):
File "tools/train.py", line 162, in <module>
main()
File "tools/train.py", line 158, in main
runner.train()
File "C:\ProgramData\Anaconda3\envs\open-mmlab\lib\site-packages\mmengine\runner\runner.py", line 1728, in... | https://stackoverflow.com/questions/78674357/when-i-was-trying-to-train-the-convnext-i-met-an-issue | python, machine-learning, deep-learning, training-data, openmmlab | 1,719,430,846 |
se_78628328 | stackoverflow | MACHINE_LEARNING | Getting UnexpectedStatusException while training linear model in AWS Sagemaker? | Getting UnexpectedStatusException while training linear model in AWS Sagemaker?
I am trying to train linear-model in AWS sagemaker, where predictor type is "regressor".
I am stuck I have no clue what I have to do.
I have uploaded my data to S3-bucket.
CONCLUSION:
UnexpectedStatusException: Error for Training job
LR-... | https://stackoverflow.com/questions/78628328/getting-unexpectedstatusexception-while-training-linear-model-in-aws-sagemaker | python, machine-learning, deep-learning, amazon-sagemaker | 1,718,515,668 |
se_78669664 | stackoverflow | MACHINE_LEARNING | Model works in tensorflow 2.15 perfectly but unable to import the model in tensorflow 2.16 | Model works in tensorflow 2.15 perfectly but unable to import the model in tensorflow 2.16
I am facing an unusual issue which is not being found on the internet as well. I have trained a Classification model on tensorflow 2.15. This model runs perfectly but when when I try to import that model I get the following erro... | https://stackoverflow.com/questions/78669664/model-works-in-tensorflow-2-15-perfectly-but-unable-to-import-the-model-in-tenso | python, tensorflow, deep-learning, tensorflow2.0, compatibility | 1,719,353,022 |
se_79946404 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I integrate ChatGPT or Claude AI into my web application for code suggestions? | How can I integrate ChatGPT or Claude AI into my web application for code suggestions?
Iβm building a web application and want to provide real-time AI-powered code suggestions to users. Iβm considering using ChatGPT or Claude AI.
How can I integrate these APIs efficiently?
Are there best practices for handling user ... | https://stackoverflow.com/questions/79946404/how-can-i-integrate-chatgpt-or-claude-ai-into-my-web-application-for-code-sugges | artificial-intelligence, code-generation | 1,779,729,800 |
se_79893379 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Model context protocol | Model context protocol
I am using this in my project so I need to start mcp server for my project how can I do this mcp hosting in java. I need to monitor the traffic of the mcp server outgoing and incoming data packets how can I achieve this. | https://stackoverflow.com/questions/79893379/model-context-protocol | java, security, artificial-intelligence, model-context-protocol | 1,771,645,404 |
se_79931529 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What is the best career path in programming in 2026? | What is the best career path in programming in 2026?
I am a beginner in programming and I want to choose a good career path.
I am considering Full Stack Development, AI/ML, and Cyber Security.
I want to know which one is most suitable and has good future scope.
Can someone guide me in a simple way which path I should... | https://stackoverflow.com/questions/79931529/what-is-the-best-career-path-in-programming-in-2026 | security, artificial-intelligence, ml | 1,777,060,121 |
se_79900654 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Improve the RAG chatbot result | Improve the RAG chatbot result
I am building a local RAG chatbot using LangChain and ChromaDB (PersistentClient). Iβm encountering 'hallucinations' when the similarity search returns documents with a low relevance score. How can I implement a Self-Correction loop in LangChain that:
1. Grades the documents retrieved fr... | https://stackoverflow.com/questions/79900654/improve-the-rag-chatbot-result | artificial-intelligence, langchain, large-language-model, chromadb, rag | 1,772,608,712 |
se_79993530 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Using a RAG to audit CAD files (STEP, OBJ) for errors, is it the right approach? | Using a RAG to audit CAD files (STEP, OBJ) for errors, is it the right approach?
We design our CAD models with SOLIDWORKS. We recently delivered a project to a client, who ran it through Claude Opus 4.8. The model returned a set of corrections and improvements to implement, and the client forwarded that feedback back ... | https://stackoverflow.com/questions/79993530/using-a-rag-to-audit-cad-files-step-obj-for-errors-is-it-the-right-approach | advice, 3d, artificial-intelligence, rag | 1,786,544,604 |
se_79965487 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How do I code without being completely dependent on AI? | How do I code without being completely dependent on AI?
I am going into my third year of my Bachelor of Computer Science. For the past two years I have majorly used coding to write code; I did understand the theory for exams, but all my projects I have built using AI. Now that the time is ripe to build great projects,... | https://stackoverflow.com/questions/79965487/how-do-i-code-without-being-completely-dependent-on-ai | python, artificial-intelligence, logic, jobs, advice | 1,782,158,502 |
se_79907944 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to implement an efficient Human-in-the-loop workflow for AI-driven ERP risk analysis? | How to implement an efficient Human-in-the-loop workflow for AI-driven ERP risk analysis?
I am currently working on an AI-integrated ERP system that aims to achieve a "symbiotic" relationship between human decision-makers and AI models. Specifically, I am using Python (Pandas & Scikit-learn) to analyze supply chain ri... | https://stackoverflow.com/questions/79907944/how-to-implement-an-efficient-human-in-the-loop-workflow-for-ai-driven-erp-risk | python, machine-learning, artificial-intelligence | 1,773,588,881 |
se_79860250 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is AI replacing Web developers? | Is AI replacing Web developers?
Is AI replacing the role of human web developers?
I want a proper answer because I want to become a web developer, but some people advise me not to choose this path. They say that today's era is the era of AI.
What can I do in this situation?
Which skills are most important for me now?
... | https://stackoverflow.com/questions/79860250/is-ai-replacing-web-developers | artificial-intelligence | 1,767,545,427 |
se_79904138 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What are the best free AI assistants? | What are the best free AI assistants?
I have been using codex and the built in github copilot and they both has a limit when I ran out I have no way to finish my code so any free AI recommendations? | https://stackoverflow.com/questions/79904138/what-are-the-best-free-ai-assistants | artificial-intelligence, vscode-extensions | 1,773,089,566 |
se_79956999 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Where to learn agentic AI systems and cybersecurity with aligning with the latest trend | Where to learn agentic AI systems and cybersecurity with aligning with the latest trend
I want to learn Agentic AI systems and Cybersecurity using a project-based approach rather than only theory.
I am interested in:
AI agents and agentic workflows
Multi-agent systems
RAG (Retrieval-Augmented Generation)
MCP (Mode... | https://stackoverflow.com/questions/79956999/where-to-learn-agentic-ai-systems-and-cybersecurity-with-aligning-with-the-lates | security, artificial-intelligence | 1,781,255,011 |
se_79868160 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Cognee 0.5.1 - TypeError: MilvusAdapter.init() got an unexpected keyword argument 'database_name' | Cognee 0.5.1 - TypeError: MilvusAdapter.init() got an unexpected keyword argument 'database_name'
Context: I am using cognee v0.5.1 and trying to use Milvus (Zilliz Cloud) as the vector database and FalkorDB as the graph database. I am registering the community adapters as required by the new version.
The Prob... | https://stackoverflow.com/questions/79868160/cognee-0-5-1-typeerror-milvusadapter-init-got-an-unexpected-keyword-argumen | python, artificial-intelligence, vector-database, milvus | 1,768,433,866 |
se_79930338 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to use AI as programmer | How to use AI as programmer
How to efficiently using AIs like claud and chatGPT to improve your programming abilities without losing critical thinking because i feel like we are so hyped up with the AI's ability to give a good response in a way that we are carried away with not able to actually think critically. | https://stackoverflow.com/questions/79930338/how-to-use-ai-as-programmer | artificial-intelligence, openai-api, claude | 1,776,891,414 |
se_79976430 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I build an AI automation workflow that extracts email data, stores it in a CRM, sends follow-up messages without creating duplicate records? | How can I build an AI automation workflow that extracts email data, stores it in a CRM, sends follow-up messages without creating duplicate records?
I am building an AI automation service for a client using a workflow automation platform. I work at CSG Technosol Pvt Ltd. The goal is to automate lead management by proc... | https://stackoverflow.com/questions/79976430/how-can-i-build-an-ai-automation-workflow-that-extracts-email-data-stores-it-in | python, artificial-intelligence, crm, erp | 1,783,422,004 |
se_79903575 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Resolving Concurrency Bottlenecks in LangChain's RunnableParallel with ChromaDB PersistentClient | Resolving Concurrency Bottlenecks in LangChain's RunnableParallel with ChromaDB PersistentClient
I am implementing a production-ready RAG pipeline using LangChain and ChromaDB (PersistentClient). To minimize latency, I use RunnableParallel to execute the similarity search and initial metadata filtering simultaneou... | https://stackoverflow.com/questions/79903575/resolving-concurrency-bottlenecks-in-langchains-runnableparallel-with-chromadb | python, artificial-intelligence, langchain, large-language-model, chromadb | 1,773,025,277 |
se_79821921 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Data extraction from PDF | Data extraction from PDF
Dealing with large volumes of PDFs has been challenging lately. Our primary focus is accurately extracting data from PDFs and in some cases the volume can go up to 100,000 files in a single batch. Tesseract-based OCR is too slow for this use case, especially with mixed file sizes, image-heavy ... | https://stackoverflow.com/questions/79821921/data-extraction-from-pdf | python, java, artificial-intelligence | 1,763,356,009 |
se_79899153 | stackoverflow | ARTIFICIAL_INTELLIGENCE | WordPress as backend β Flutter or React as the frontend | WordPress as backend β Flutter or React as the frontend
hey folks β I feel like Iβve been going down dead ends on this one.
I honestly thought this would be straightforward, especially with how many AI tools and modern frameworks are out there now. But what Iβm trying to achieve is proving more tangled than expected.
... | https://stackoverflow.com/questions/79899153/wordpress-as-backend-%e2%86%92-flutter-or-react-as-the-frontend | wordpress, flutter, frontend, artificial-intelligence | 1,772,417,860 |
se_79924929 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to reduce background noise when using voice AI APIs? | How to reduce background noise when using voice AI APIs?
I am using a voice-based Generative AI agent, and in real-world scenarios with significant background noise, How can I reduce background noise to improve input clarity and generate more accurate responses?
What are the best practices to reduce background noise i... | https://stackoverflow.com/questions/79924929/how-to-reduce-background-noise-when-using-voice-ai-apis | artificial-intelligence, large-language-model, agent, audio-processing, openai-agents | 1,776,101,598 |
se_79930598 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to use LangChain Agent with tools in a Python project? | How to use LangChain Agent with tools in a Python project?
Iβm trying to build a simple project using LangChain where an agent can decide when to call a tool (e.g., a calculator or API).
I understand basic chains, but Iβm confused about:
When to use a Chain vs an Agent
How to properly define and register tools
How ... | https://stackoverflow.com/questions/79930598/how-to-use-langchain-agent-with-tools-in-a-python-project | python, artificial-intelligence, langchain, large-language-model | 1,776,934,561 |
se_79934606 | stackoverflow | ARTIFICIAL_INTELLIGENCE | RAG pipeline returns correct answers but wrong page citations and occasional hallucinations (LangGraph + cross-encoder) | RAG pipeline returns correct answers but wrong page citations and occasional hallucinations (LangGraph + cross-encoder)
I built a RAG pipeline using LangGraph with the following flow:
rewrite β hybrid retrieve β cross-encoder rerank β parent expansion β grounded generation
The system enforces strict grounding (returns... | https://stackoverflow.com/questions/79934606/rag-pipeline-returns-correct-answers-but-wrong-page-citations-and-occasional-hal | python, artificial-intelligence, large-language-model, rag, retrieval-augmented-generation | 1,777,630,342 |
se_79907967 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What are the best-practice architectural workflows for LLM-based contract compliance agents? | What are the best-practice architectural workflows for LLM-based contract compliance agents?
I am designing an Agentic Workflow for automated contract compliance auditing, where the system must cross-reference multi-page legal documents against a set of compliance policies (e.g., GDPR or local labor laws).
My current ... | https://stackoverflow.com/questions/79907967/what-are-the-best-practice-architectural-workflows-for-llm-based-contract-compli | python, artificial-intelligence, langchain, large-language-model, retrieval-augmented-generation | 1,773,592,294 |
se_79971976 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What is a scalable alternative to embedding-based skill canonicalization in an ATS system | What is a scalable alternative to embedding-based skill canonicalization in an ATS system
I am building an Applicant Tracking System (ATS) where candidates upload resumes and recruiters post job descriptions. The goal is to match candidates to relevant jobs.
Currently, my matching engine uses three primary attributes:... | https://stackoverflow.com/questions/79971976/what-is-a-scalable-alternative-to-embedding-based-skill-canonicalization-in-an-a | python, artificial-intelligence, fastapi, langchain, embedding | 1,782,883,847 |
se_79928463 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Coqui TTS hallucinating with German voice cloning β outputs gibberish | Coqui TTS hallucinating with German voice cloning β outputs gibberish
I am currently devoloping an AI Learning app and i have with getting a clean output from the diffrent tts AIs. I tried Orpheus and Coqui. I had to use my own Voice references, cause there werent any german female premade voices. But if I use them, t... | https://stackoverflow.com/questions/79928463/coqui-tts-hallucinating-with-german-voice-cloning-outputs-gibberish | python, artificial-intelligence, text-to-speech, voice, coqui | 1,776,632,626 |
se_79905879 | stackoverflow | ARTIFICIAL_INTELLIGENCE | An AI Assistant Chatbot based on RAG for University? | An AI Assistant Chatbot based on RAG for University?
so one of the biggest hurdles I currently face is navigating through my University website to find the relevant data like fee structure for my course(which is updated bi annually) and other information like scholarships, timetables, LMS logins etc and honestly the w... | https://stackoverflow.com/questions/79905879/an-ai-assistant-chatbot-based-on-rag-for-university | python, artificial-intelligence, chatbot, rag | 1,773,290,951 |
se_79974001 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best Stack for Dev | Best Stack for Dev
As full stack dev what stacks or tools do you use? I'm new and finding different stacks suggestions. I want to learn the best growing and less complicated one. Want to learn a universal full stack tools that can help with AI integration in Web Apps and easily maintained by low cost or free. | https://stackoverflow.com/questions/79974001/best-stack-for-dev | web-applications, artificial-intelligence | 1,783,075,274 |
se_79976459 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Idea creation using n8n | Idea creation using n8n
I'm building an AI marketing automation workflow in n8n.
The workflow already generates captions, image prompts, and can automatically publish content. The part I'm struggling with is content ideation.
I don't want a workflow that simply reads RSS feeds or summarizes trending articles. That eve... | https://stackoverflow.com/questions/79976459/idea-creation-using-n8n | automation, artificial-intelligence, large-language-model, n8n | 1,783,425,378 |
se_79916707 | stackoverflow | ARTIFICIAL_INTELLIGENCE | LinkedIn profile scraper | LinkedIn profile scraper
I am working on an agentic AI project, which is LinkedIn profile scraper. So I made an extension who scrap the LinkedIn profile data, mainly email and phone, and will also scrape other details like user name, company, and designation. I used rapid API free plan, but it reached its limit, then ... | https://stackoverflow.com/questions/79916707/linkedin-profile-scraper | typescript, next.js, artificial-intelligence, backend | 1,774,810,154 |
se_31191353 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Method changes value of argument | Method changes value of argument
The method(Mover) belongs to a Estado Class, which describes the state of a sliding puzzle with a matrix tablero(board) and a variable hueco(hole) that keeps track of the empty position. The problem is the function changes the value of the original Estado, and it is not supposed to. Ca... | https://stackoverflow.com/questions/31191353/method-changes-value-of-argument | java, matrix, methods, artificial-intelligence, puzzle | 1,435,859,476 |
se_79975203 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Neural Network using multiple input layers and hidden layers | Neural Network using multiple input layers and hidden layers
I have no clue is this is a good site for this question. But I'm wondering what type of neural network or AI uses a flow like the image i will provide. Having multiple inputs and hidden layers and possibly the output into the input. And what use cases this c... | https://stackoverflow.com/questions/79975203/neural-network-using-multiple-input-layers-and-hidden-layers | neural-network, artificial-intelligence, mlp, best-practices | 1,783,364,904 |
se_79947663 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What is the best way to use Obsidian for vibe coding with GitHub and AI coding assistants? | What is the best way to use Obsidian for vibe coding with GitHub and AI coding assistants?
I am experimenting with a workflow where Obsidian becomes a living brain for my coding projects.
The goal is not just to write static documentation. I want the knowledge base to grow together with the codebase, so that as the pr... | https://stackoverflow.com/questions/79947663/what-is-the-best-way-to-use-obsidian-for-vibe-coding-with-github-and-ai-coding-a | github, artificial-intelligence, markdown, developer-tools, obsidian | 1,779,938,901 |
se_79972092 | stackoverflow | ARTIFICIAL_INTELLIGENCE | ASP.NET Core learning journey | ASP.NET Core learning journey
I'm currently learning backend development with C# and ASP.NET. Instead of following video tutorials, I've been trying to learn by building things myself.
At first, I had AI generate a few simple projects for me (such as a library management system and a student registration system). By r... | https://stackoverflow.com/questions/79972092/asp-net-core-learning-journey | c#, asp.net, artificial-intelligence, backend | 1,782,902,471 |
se_79976387 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Why does Claude only see my React SPA's raw HTML when auditing a URL? Does this mean React SPAs are ineffective for AI crawlers? | Why does Claude only see my React SPA's raw HTML when auditing a URL? Does this mean React SPAs are ineffective for AI crawlers?
I'm confused about how AI crawlers and AI chatbots handle React SPAs.
One of my websites is built with Vite + React as a Single Page Application. According to my analytics, it receives a... | https://stackoverflow.com/questions/79976387/why-does-claude-only-see-my-react-spas-raw-html-when-auditing-a-url-does-this | artificial-intelligence, web-crawler, claude | 1,783,415,512 |
se_79911924 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Learning Claude | Learning Claude
I am new to this field, and Iβm hoping to learn with your help. Thatβs why I would like to ask a few questions regarding AI and using Claude for coding.
At the moment, I am trying to build an app with Claude that I would initially use only for myself. I believe that, with the technology currently avail... | https://stackoverflow.com/questions/79911924/learning-claude | security, deployment, artificial-intelligence, large-language-model | 1,774,103,372 |
se_79964838 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can i use(Built) AI agent free for code generation like cursor | How can i use(Built) AI agent free for code generation like cursor
Today is AI era and today AI can do most of them. As a developer i also want to use AI to transit my plan into real app. A few days ago suddenly scratch my app system and find an AI agent to transit my plan into app and finally i Found that is "cursor"... | https://stackoverflow.com/questions/79964838/how-can-i-usebuilt-ai-agent-free-for-code-generation-like-cursor | artificial-intelligence, vscode-extensions, cursor-ide | 1,782,046,851 |
se_79974767 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How do I generate SEO-friendly markup for a single-page web app?" | How do I generate SEO-friendly markup for a single-page web app?"
I want to learn how to use AI tools to speed up my WordPress web development work. My main goals are to save time on repetitive tasks and cut down on costs β for example, avoiding hiring extra help for things like content writing, coding small feat... | https://stackoverflow.com/questions/79974767/how-do-i-generate-seo-friendly-markup-for-a-single-page-web-app | wordpress, google-chrome, artificial-intelligence, seo, google-web-designer | 1,783,275,524 |
se_79974576 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Where one should look for current technology updates in LLMs or Artificial Intelligence? | Where one should look for current technology updates in LLMs or Artificial Intelligence?
Like the development in RAG or MCP? Within few years Artificial intelligence changed the way we use to program. As a new developer in this field I want to keep up with the current changes in the A.I world. Where to look forward? | https://stackoverflow.com/questions/79974576/where-one-should-look-for-current-technology-updates-in-llms-or-artificial-intel | artificial-intelligence | 1,783,229,632 |
se_79950737 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is Spec Driven Development with AI agents the final nail in the coffin for software developers? | Is Spec Driven Development with AI agents the final nail in the coffin for software developers?
Many of you might have noticed that we now have a new trend called Spec Driven Development (SDD). While LLMs are not deterministic and really don't know when to stop, with SDD one can define clear boundaries and make the ou... | https://stackoverflow.com/questions/79950737/is-spec-driven-development-with-ai-agents-the-final-nail-in-the-coffin-for-softw | artificial-intelligence | 1,780,478,055 |
se_79968988 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI world learning confusion | AI world learning confusion
I'm a fresher software engineer with 8 months of experience working at a fintech company. My tech stack is .NET, Spring Boot, React, SQL Server, and I'm mostly building internal portals and banking-related EFT switch features.
I've been thinking about how the software engineering/developmen... | https://stackoverflow.com/questions/79968988/ai-world-learning-confusion | .net, spring-boot, artificial-intelligence, crud | 1,782,660,744 |
se_79972019 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is coding going to be obsolete? | Is coding going to be obsolete?
With the advent of all the new AI coding tools (e.g. Claude Code, Codex, Vercel etc.) could coding become an obsolete practice like programming in assembly became obsolete once high-level programming languages came along?
I was thinking recently that all apps/programs/software can be de... | https://stackoverflow.com/questions/79972019/is-coding-going-to-be-obsolete | artificial-intelligence | 1,782,892,083 |
se_79972561 | stackoverflow | ARTIFICIAL_INTELLIGENCE | what's the general skillset is needed if someone wants to be an ai engineer | what's the general skillset is needed if someone wants to be an ai engineer
I want skillset that an AI engineer should have or if I wanted to land internships in next 6 month what should be my clear path to follow and what to do and don't what actually company needed from candidates. And is it better to do certi... | https://stackoverflow.com/questions/79972561/whats-the-general-skillset-is-needed-if-someone-wants-to-be-an-ai-engineer | artificial-intelligence | 1,782,988,625 |
se_79972441 | stackoverflow | ARTIFICIAL_INTELLIGENCE | I encountered something odd with the Claude Code extension for VS Code. Do you know how tool calling works in Claude Code for VS Code? | I encountered something odd with the Claude Code extension for VS Code. Do you know how tool calling works in Claude Code for VS Code?
It's a screenshot of Claude Code for VS Code. It seems to be attempting to invoke a tool named "Grag." The call failed. After that, it started using the "Grep" tool. I searched for it,... | https://stackoverflow.com/questions/79972441/i-encountered-something-odd-with-the-claude-code-extension-for-vs-code-do-you-k | visual-studio-code, artificial-intelligence, model-context-protocol, claude-code | 1,782,968,572 |
se_79955889 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Will a 80 GB GPU and a 48 GB GPU give identical results on an open source text-to-video model for the same quantization and seed? | Will a 80 GB GPU and a 48 GB GPU give identical results on an open source text-to-video model for the same quantization and seed?
I am considering to buy GPUs for my project of open source text-to-video models like ltx-2-19b (lightricks) or wan-v2.2-a14b. I read online that the same configuration/quantization and seed... | https://stackoverflow.com/questions/79955889/will-a-80-gb-gpu-and-a-48-gb-gpu-give-identical-results-on-an-open-source-text-t | machine-learning, deep-learning, artificial-intelligence | 1,781,073,669 |
se_79966660 | stackoverflow | ARTIFICIAL_INTELLIGENCE | I want to be able to crawl and scrape smartly. Please help me how | I want to be able to crawl and scrape smartly. Please help me how
So here is the thing, I am currently in a company. I have to scrape and crawl through bunch of websites daily.
These websites, say are company websites and what I need to scrap is the information of people in that company from the team/leadership/about ... | https://stackoverflow.com/questions/79966660/i-want-to-be-able-to-crawl-and-scrape-smartly-please-help-me-how | web-scraping, artificial-intelligence, web-crawler, agent | 1,782,363,028 |
se_79968931 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Need recommendation for a CRM with API access and if possible, capability to design IVR | Need recommendation for a CRM with API access and if possible, capability to design IVR
I'm looking for a CRM platform for a hospitality business (Chain of resorts) with a team of 10β20 people. We handle guest communication across WhatsApp, email, and phone calls, and I want to consolidate everything into one system r... | https://stackoverflow.com/questions/79968931/need-recommendation-for-a-crm-with-api-access-and-if-possible-capability-to-des | artificial-intelligence, crm, business-process-management | 1,782,649,297 |
se_79968481 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Learning through AI | Learning through AI
It seems with advances in AI a lot of things have changed, including the way we learn. AI is now able to answer a variety of questions, even some vey technical questions. We now have agents, that you can use against each other, challenging each other, until a resolution to a problem is reached. Now... | https://stackoverflow.com/questions/79968481/learning-through-ai | artificial-intelligence | 1,782,509,087 |
se_79948345 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Agentic AI engineering | Agentic AI engineering
Iβm creating a banner, where itβs following certain rules when the user gives prompt and later with all those contents derived from rules should fit into banner (we have around 8 different banner sizes)
How can I use agents here
We are not supposed to use templates and ask llm to fit those place... | https://stackoverflow.com/questions/79948345/agentic-ai-engineering | python, architecture, artificial-intelligence | 1,780,043,855 |
se_79966098 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Learning with AI without becoming dependent on it or lazy | Learning with AI without becoming dependent on it or lazy
I want to learn languages faster with documentation, AI and tutorials, but I am having issues with AI - either becoming too dependent or lazy to think and write my own code.
However I still want to learn with it because it can help me out.
I would be grateful i... | https://stackoverflow.com/questions/79966098/learning-with-ai-without-becoming-dependent-on-it-or-lazy | javascript, artificial-intelligence | 1,782,269,020 |
se_58811930 | stackoverflow | ARTIFICIAL_INTELLIGENCE | In OLS, why is squaring preferred over taking absolute while calculating errors in linear regression? | In OLS, why is squaring preferred over taking absolute while calculating errors in linear regression?
Why do we use the squared residuals instead of the absolute residuals in OLS estimation.
My idea was that we use the square of the error values, so that residuals below the fitted line (which are then negative), woul... | https://stackoverflow.com/questions/58811930/in-ols-why-is-squaring-preferred-over-taking-absolute-while-calculating-errors | machine-learning, statistics, artificial-intelligence, linear-regression, statsmodels | 1,573,532,001 |
se_79956566 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Microsoft WorkIQ MCP server setup for custom MCP client | Microsoft WorkIQ MCP server setup for custom MCP client
I'm trying to integrate the Microsoft WorkIQ SharePoint MCP server with a custom MCP client.
I was able to connect to the MCP server successfully through GitHub Copilot, where authentication happens via an interactive Microsoft login popup. However, in my MCP cli... | https://stackoverflow.com/questions/79956566/microsoft-workiq-mcp-server-setup-for-custom-mcp-client | authentication, sharepoint, microsoft-graph-api, artificial-intelligence, model-context-protocol | 1,781,186,508 |
se_79965038 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Architecting an AI Chat Layer in ASP.NET Core 8 with MCP (Model Context Protocol) | Architecting an AI Chat Layer in ASP.NET Core 8 with MCP (Model Context Protocol)
I am integrating an AI-driven Q&A chat assistant into an existing C# .NET Core 8 CRM application (using PostgreSQL as the primary database).
The goal is to allow users to ask natural language questions about CRM data, which the backend w... | https://stackoverflow.com/questions/79965038/architecting-an-ai-chat-layer-in-asp-net-core-8-with-mcp-model-context-protocol | asp.net-core, asp.net-web-api, artificial-intelligence, large-language-model, model-context-protocol | 1,782,105,590 |
se_79964825 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Open Claw- MS/Anthropic | Open Claw- MS/Anthropic
Can anybody shed some light on me on this "Situation" with emerging AI-Models & with some sort of Government official made a phone call to ANTHROPIC and suddenly there's a pause on a system i just built to generate millions in revenue autonomously, allegedly, some top-level executive who must b... | https://stackoverflow.com/questions/79964825/open-claw-ms-anthropic | artificial-intelligence, anthropic, openclaw | 1,782,044,287 |
se_79963506 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is getting the general structure of code from AI cheating? | Is getting the general structure of code from AI cheating?
So I'm currently learning to code, and I've been coding since about one year now. I'm also doing the neetcode 150 and since neetcode recommended to revise the problems I thought I should make a neetcodeTracker that tells me how when to revise which problems. B... | https://stackoverflow.com/questions/79963506/is-getting-the-general-structure-of-code-from-ai-cheating | python, artificial-intelligence | 1,781,956,007 |
se_79963359 | stackoverflow | ARTIFICIAL_INTELLIGENCE | I want to integrate AI into my food delivery logistics platform. How do I start? | I want to integrate AI into my food delivery logistics platform. How do I start?
I am building a logistics website for running errands for customers, and I would like to use AI for customer service. However, I have never integrated AI into a website or system before.
I would like to understand where to start, how AI c... | https://stackoverflow.com/questions/79963359/i-want-to-integrate-ai-into-my-food-delivery-logistics-platform-how-do-i-start | artificial-intelligence | 1,781,903,657 |
se_79897306 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What are best practices for using AI tools in production without over-relying on them? | What are best practices for using AI tools in production without over-relying on them?
Iβve been integrating AI tools (mainly large language models) into parts of our workflow things like content drafting, code suggestions, and internal automation
While the productivity boost is real, Iβm concerned about long-term qua... | https://stackoverflow.com/questions/79897306/what-are-best-practices-for-using-ai-tools-in-production-without-over-relying-on | performance, artificial-intelligence, production | 1,772,129,603 |
se_79963491 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Chatbots and other AI tools effect on Kaggle | Chatbots and other AI tools effect on Kaggle
Due to the rapid advancement of AI and its ability to chain together vulnerabilities, cybersecurity platforms such as HackTheBox and HackerOne have been significantly impacted by AI-assisted tooling. For example, a recent HackTheBox podcast on YouTube stated that nowadays i... | https://stackoverflow.com/questions/79963491/chatbots-and-other-ai-tools-effect-on-kaggle | artificial-intelligence, kaggle | 1,781,952,824 |
se_12024390 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI - what is included in the state | AI - what is included in the state
I'm taking my first course in AI, and I have to define some problems in my homework (not yet solve them, just supply a definition).
So I have to define about boolean satisfiability problem
:
What is a state?
What is the initial state?
What is a final state?
What are the operators?... | https://stackoverflow.com/questions/12024390/ai-what-is-included-in-the-state | artificial-intelligence | 1,345,353,355 |
se_8930417 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to check/find if an item is in a DEQUE | How to check/find if an item is in a DEQUE
In the code above the else-if part gives me error. The meaning of else-if is: else if the value of x isn't in the deque then...
#include <iostream>
#include <ctime>
#include <stack>
#include <deque>
#include <algorithm>
deque<char> visited;
char x;
if (x==target[4][4])
... | https://stackoverflow.com/questions/8930417/how-to-check-find-if-an-item-is-in-a-deque | c++, algorithm, data-structures, artificial-intelligence | 1,326,993,667 |
se_79959398 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Which program should I use to access Anthropic with an API key that does not set token limits? | Which program should I use to access Anthropic with an API key that does not set token limits?
My boss is requesting that I re-create html dashboards synthesizing data from five classroom surveys across 900 students at a university, using antrhropic, specifically an API key to make it scalable and reproducible. Unfort... | https://stackoverflow.com/questions/79959398/which-program-should-i-use-to-access-anthropic-with-an-api-key-that-does-not-set | html, artificial-intelligence, dashboard | 1,781,568,903 |
se_79959229 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I connect Gemini to my flutter application? | How can I connect Gemini to my flutter application?
How can I connect Gemini to an app made with vscode flutter that is moderately acceptable? I tried it with the use of the API key but I get the error that that API is not accepted? | https://stackoverflow.com/questions/79959229/how-can-i-connect-gemini-to-my-flutter-application | flutter, visual-studio-code, artificial-intelligence | 1,781,534,389 |
se_79960475 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best AI Tools For Magento Enterprise Level Projects | Best AI Tools For Magento Enterprise Level Projects
I am looking for best AI tools that can help me working and development in large enterprise level projects without loosing context. Currently I am using claude code to write code. If there's is any better or combination of AI tools you are trying and giving better re... | https://stackoverflow.com/questions/79960475/best-ai-tools-for-magento-enterprise-level-projects | artificial-intelligence, magento2 | 1,781,591,090 |
se_79854533 | stackoverflow | ARTIFICIAL_INTELLIGENCE | General Curiosity about ai | General Curiosity about ai
Currently i am exploring about agentic ai and found some cool use-cases of it in real world and amazed to see how it's been continously growing over the market and automating simple process together into complex workflows.
Want to deep dive into it more but confused as i don't have studied d... | https://stackoverflow.com/questions/79854533/general-curiosity-about-ai | machine-learning, artificial-intelligence, data-science | 1,766,599,890 |
se_79956705 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Laravel AI SDK: Best practices of parsing PDF documents | Laravel AI SDK: Best practices of parsing PDF documents
Looking for best practices of Laravel AI SDK:
I'm passing an AI agent a document (a Safety Data Sheet for a chemical), and I want a predefined JSON output.
Would using a tool in this case be a good idea, or does all of the information about the expected output go... | https://stackoverflow.com/questions/79956705/laravel-ai-sdk-best-practices-of-parsing-pdf-documents | php, laravel, artificial-intelligence | 1,781,200,176 |
se_79958777 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Cursor IDE free tier usage quota exhausting after only a few prompts | Cursor IDE free tier usage quota exhausting after only a few prompts
I am using Cursor IDE on the free tier for web development. Recently, my usage quota is exhausting almost immediately.
usually after only 2 or 3 prompts in a session. I know the free plan has limits, but this behavior started suddenly, and previousl... | https://stackoverflow.com/questions/79958777/cursor-ide-free-tier-usage-quota-exhausting-after-only-a-few-prompts | model, artificial-intelligence, agent, cursor-ide | 1,781,434,147 |
se_79832379 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to build an OCR system in Flutter that can extract structured data from multiple bill formats? | How to build an OCR system in Flutter that can extract structured data from multiple bill formats?
I am trying to build an OCR feature in my Flutter app that can read hotel bills in multiple formats. The challenge is that these bills do not follow a fixed layout. From each bill, I need to extract structured fields suc... | https://stackoverflow.com/questions/79832379/how-to-build-an-ocr-system-in-flutter-that-can-extract-structured-data-from-mult | flutter, artificial-intelligence, flutter-dependencies, ocr, text-extraction | 1,764,318,826 |
se_79958734 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Learning AIML and GPU programming | Learning AIML and GPU programming
I am going to pursue my mtech/me next year before that I would like to dive into ml/ai and all the stuff. Idk shiii apart from some basic ml plus I'd like to learn gpu programming and such for compiler design or something related to core cs. Please suggest some of the best practices a... | https://stackoverflow.com/questions/79958734/learning-aiml-and-gpu-programming | operating-system, artificial-intelligence, gpu, compiler-construction, ml | 1,781,418,997 |
se_79952786 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Does AI help people learn faster, or just help them skip learning? | Does AI help people learn faster, or just help them skip learning?
AI tools are now widely used for learning, coding, research, and problem-solving. Many people say AI helps them learn faster by providing instant explanations and examples. Others argue that AI makes it easier to skip the learning process and rely on g... | https://stackoverflow.com/questions/79952786/does-ai-help-people-learn-faster-or-just-help-them-skip-learning | artificial-intelligence, behavior | 1,780,874,293 |
se_79935134 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Turn scanned form into json | Turn scanned form into json
I need to turn a list of scanned PDF, containing a form filled by people (some of the answers are handwritten, and the form contains a mix of text and checkboxes) into a JSON than I can then use to process the form. The json should basically contain for each question (exact same key in each... | https://stackoverflow.com/questions/79935134/turn-scanned-form-into-json | forms, pdf, artificial-intelligence, ocr | 1,777,742,621 |
se_79956866 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best pre-trained vision model for multi-plant disease detection in async web back-end | Best pre-trained vision model for multi-plant disease detection in async web back-end
I'm building a web app with FastAPI + async/await Python backend. Users upload leaf photos via API and the server should return: 1) plant species, 2) disease label or "healthy".
Constraints:
Generalization: Must handle multiple crop... | https://stackoverflow.com/questions/79956866/best-pre-trained-vision-model-for-multi-plant-disease-detection-in-async-web-bac | tensorflow, machine-learning, nlp, artificial-intelligence, huggingface-transformers | 1,781,234,440 |
se_79913508 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I get more useful results from ai coding agents | How can I get more useful results from ai coding agents
I am a experienced software developer, working on enterprise (albeit small user base) line-of-business applications in an in-house small development team. My core skills are C# and database, with most of my work being done in a middle tier calculation engine.
I h... | https://stackoverflow.com/questions/79913508/how-can-i-get-more-useful-results-from-ai-coding-agents | artificial-intelligence, prompt, agent | 1,774,355,819 |
se_79948872 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Can you prevent AI Workslop as soon as you receive a Pull Request? | Can you prevent AI Workslop as soon as you receive a Pull Request?
The context
AI Workslop is a growing phenomena in companies, when some developers tend to become lazy, performing much AI code generation but not a lot of checkings, leaving these checkings for the one they send their Pull Request to review to.
It's ef... | https://stackoverflow.com/questions/79948872/can-you-prevent-ai-workslop-as-soon-as-you-receive-a-pull-request | artificial-intelligence, pull-request, software-quality | 1,780,142,029 |
se_79956021 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Why is my training loss not decreasing while fine-tuning Qwen with Unsloth? | Why is my training loss not decreasing while fine-tuning Qwen with Unsloth?
I'm guys training AI here, but the loss isn't decreasing. What should I do? Here's the notebook I'm using. I would appreciate your help. "
==((====))== Unsloth - 2x faster free finetuning | Num GPUs used = 1
\\ /| Num examples = 99,89... | https://stackoverflow.com/questions/79956021/why-is-my-training-loss-not-decreasing-while-fine-tuning-qwen-with-unsloth | python, pytorch, artificial-intelligence | 1,781,096,277 |
se_79953193 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What programming tasks do you still prefer to do without AI? | What programming tasks do you still prefer to do without AI?
With AI coding assistants becoming increasingly common, many programming tasks that once required a lot of manual work can now be completed much more quickly.
However, some developers still prefer to perform certain tasks themselves, whether for learning, ac... | https://stackoverflow.com/questions/79953193/what-programming-tasks-do-you-still-prefer-to-do-without-ai | artificial-intelligence, behavior | 1,780,950,608 |
se_79954446 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Monorepo Setup (Next.js + Expo + tRPC) - Best Practices - AI-First Guardrails - AI-Ready From Day 1 | Monorepo Setup (Next.js + Expo + tRPC) - Best Practices - AI-First Guardrails - AI-Ready From Day 1
I'm new to the field as a junior dev. The goal is to set up a bigger idea now, as efficiently as possible and with a solid foundation, so it does not come back to bite later. The aim is to factor in future topics like "... | https://stackoverflow.com/questions/79954446/monorepo-setup-next-js-expo-trpc-best-practices-ai-first-guardrails | initialization, artificial-intelligence, setup-project, monorepo | 1,780,995,363 |
se_79939576 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Trying to improve my OCR-LLM document extraction method. Any recommendations? | Trying to improve my OCR-LLM document extraction method. Any recommendations?
I'm currently working on extracting personal data from personal and institutional documents. I'm looking specifically for full names and ID numbers in a variety of documents. In our team, we already have a CNN model capable of telling me whi... | https://stackoverflow.com/questions/79939576/trying-to-improve-my-ocr-llm-document-extraction-method-any-recommendations | artificial-intelligence, ocr, large-language-model, langgraph | 1,778,529,272 |
se_79871472 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is spring boot going to be outdated and its developers will going to be laid off? | Is spring boot going to be outdated and its developers will going to be laid off?
I am a final year undergrad learning Spring boot , and learned it till OAuth2 authentication and build 1 Enterprise level project through it , and building another , but one of my relatives working in a Bank , as their Software maintaine... | https://stackoverflow.com/questions/79871472/is-spring-boot-going-to-be-outdated-and-its-developers-will-going-to-be-laid-off | java, spring-boot, artificial-intelligence | 1,768,853,102 |
se_79952170 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What is the practical approach to become an AI Developer to Build AI powered apps/products? | What is the practical approach to become an AI Developer to Build AI powered apps/products?
I request Senior AI Developers to give answer take this question very seriously as most of the students trying to embark in AI your time and advice is very valuable for us so I request all the AI Developers to give precise answ... | https://stackoverflow.com/questions/79952170/what-is-the-practical-approach-to-become-an-ai-developer-to-build-ai-powered-app | machine-learning, deep-learning, artificial-intelligence | 1,780,722,206 |
se_79952002 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Recommend LLM for low level Rust or c# for storage/memory core of database implementation | Recommend LLM for low level Rust or c# for storage/memory core of database implementation
Developing database system from scratch. Need two types of AI: one for strong logic and math reasoning, and second to code this logic. Trying to use deepseek v4, but its not effective. May be I am doing something wrong with promt... | https://stackoverflow.com/questions/79952002/recommend-llm-for-low-level-rust-or-c-for-storage-memory-core-of-database-imple | performance, artificial-intelligence, large-language-model | 1,780,682,606 |
se_79914202 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to convert Delphi *.pas "format ANSI" files to *.pas "format UTF" files? (We are starting to use Cursor IDE on Delphi projects) | How to convert Delphi *.pas "format ANSI" files to *.pas "format UTF" files? (We are starting to use Cursor IDE on Delphi projects)
We have developed Delphi projects in Lithuanian (Baltic) local Windows machines and our Delphi *.pas files have been in "format ANSI" and they, of course, contained Li... | https://stackoverflow.com/questions/79914202/how-to-convert-delphi-pas-format-ansi-files-to-pas-format-utf-files-we | delphi, utf-8, artificial-intelligence, ansi | 1,774,437,982 |
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