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se_79951504 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is there and will there be a demand for a fullstack nextjs based dev in the current job market? or i should learn dedicated backend framaeworks? | Is there and will there be a demand for a fullstack nextjs based dev in the current job market? or i should learn dedicated backend framaeworks?
With AI tools becoming increasingly capable, they can already:
Generate large parts of a Next.js app
Suggest architecture improvements
Recommend industry best practices
H... | https://stackoverflow.com/questions/79951504/is-there-and-will-there-be-a-demand-for-a-fullstack-nextjs-based-dev-in-the-curr | next.js, artificial-intelligence, jobs, react-fullstack | 1,780,590,920 |
se_79950754 | stackoverflow | ARTIFICIAL_INTELLIGENCE | gerneral advice for python starters | gerneral advice for python starters
I am new to python. I am used to take a screen shot when there is an error and send it to Generative AI to correct it, just want to know if it is necessary to look it up in the docs and fix it by myself instead of using AI.
thanks for your time.
Best | https://stackoverflow.com/questions/79950754/gerneral-advice-for-python-starters | python, artificial-intelligence | 1,780,479,162 |
se_79950694 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What questions / problems do a startup company give a candidate in a machine test? | What questions / problems do a startup company give a candidate in a machine test?
I am giving a python developer internship or entry level full time role today they called me for a machine test today it starts in 1 hour but I have no idea what to expect ? According to the info that I have got they have restricted acc... | https://stackoverflow.com/questions/79950694/what-questions-problems-do-a-startup-company-give-a-candidate-in-a-machine-tes | python, architecture, artificial-intelligence, m | 1,780,473,493 |
se_12019238 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Solve n-puzzle in Java | Solve n-puzzle in Java
I'm trying to implement a program to solve the n-puzzle problem.
I have written a simple implementation in Java that has a state of the problem characterized by a matrix representing the tiles. I am also able to auto-generate the graph of all the states giving the starting state. On the graph, ... | https://stackoverflow.com/questions/12019238/solve-n-puzzle-in-java | java, search, artificial-intelligence, graph-algorithm, sliding-tile-puzzle | 1,345,299,052 |
se_79941418 | stackoverflow | ARTIFICIAL_INTELLIGENCE | FFmpeg/React video editor renders successfully but ignores object recolor and color grading | FFmpeg/React video editor renders successfully but ignores object recolor and color grading
I built a custom AI video editing app using React with TypeScript, FFmpeg for color grading and also Replicate API (running the SAM2 segmentation/tracking AI).
Problem:
The app successfully renders/export videos, but object ... | https://stackoverflow.com/questions/79941418/ffmpeg-react-video-editor-renders-successfully-but-ignores-object-recolor-and-co | javascript, python, node.js, artificial-intelligence, video-processing | 1,778,790,139 |
se_79935672 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Input validation error: '1.57' is not of type 'number' from langchain_mcp_adapter | Input validation error: '1.57' is not of type 'number' from langchain_mcp_adapter
I am getting the following error:
An error occurred: Input validation error: '1.57' is not of type 'number'
From what I understand, this happens before the MCP server is called: LangChain’s MCP adapter is validating the ... | https://stackoverflow.com/questions/79935672/input-validation-error-1-57-is-not-of-type-number-from-langchain-mcp-adapte | python, artificial-intelligence, langchain, model-context-protocol, langchain-agents | 1,777,876,205 |
se_79948787 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What's the best "FreeTier" resource, Generative-ai, text-prompt/image-upload_to_video fullstack llmm application that's pipelined through HuggingFace? | What's the best "FreeTier" resource, Generative-ai, text-prompt/image-upload_to_video fullstack llmm application that's pipelined through HuggingFace?
As an academic in the field of computer science with advanced specialization in artificial intelligence and prompt engineering, I am currently explori... | https://stackoverflow.com/questions/79948787/whats-the-best-freetier-resource-generative-ai-text-prompt-image-upload-to | react-native, computer-vision, artificial-intelligence, large-language-model, google-generativeai | 1,780,121,768 |
se_79874274 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI makes me stop upgrading my skills, ended up making a vibe coder rather than a actual coder | AI makes me stop upgrading my skills, ended up making a vibe coder rather than a actual coder
Well I am a beginner programmer and I was working in programming form my high school around 2019, but now I have some doubts I directly ask from AI and earlier I used to google it but I can't find some good answer. So I ended... | https://stackoverflow.com/questions/79874274/ai-makes-me-stop-upgrading-my-skills-ended-up-making-a-vibe-coder-rather-than-a | swift, swiftui, artificial-intelligence, project | 1,769,142,941 |
se_79904455 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is it safe to use `git config --global credential.helper store` on Claude Code? | Is it safe to use `git config --global credential.helper store` on Claude Code?
The convenience of not having to type your git credentials multiple times is traded with a higher exposure to running git commands you wouldn't have consented to if you were woke coding (vs. vibe coding).
Is this a known vulnerability, and... | https://stackoverflow.com/questions/79904455/is-it-safe-to-use-git-config-global-credential-helper-store-on-claude-code | git, security, artificial-intelligence | 1,773,136,539 |
se_79944099 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Training own recommendation model for diploma thesis | Training own recommendation model for diploma thesis
For part of my thesis project, I need to create a mechanism that will generate recommendations for the user based on data stored in my database.
For example, the system has a list of specific tools and their descriptions. I need to create a chat that, when asked how... | https://stackoverflow.com/questions/79944099/training-own-recommendation-model-for-diploma-thesis | machine-learning, artificial-intelligence, recommendation-engine | 1,779,285,342 |
se_79923888 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What's the Scope of Selenium Testing over the next 5 Year? | What's the Scope of Selenium Testing over the next 5 Year?
I have assigned the role of Java Selenium tester in MNC and right now I'm in training phase for the same. But As the increasing uses of AI I'm confused if this is a right career path or not? If Yes, then what's the growth in this and how I can upscale my s... | https://stackoverflow.com/questions/79923888/whats-the-scope-of-selenium-testing-over-the-next-5-year | java, selenium-webdriver, artificial-intelligence, automation-testing | 1,775,888,137 |
se_79947212 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How does normal programmer handles the extreme efficiency of AI? (ai brain fry) | How does normal programmer handles the extreme efficiency of AI? (ai brain fry)
The situation I’m thinking about is this:
There are “vibe coders” using AI with setups like “10 parallel agents generating tens of thousands of tokens daily.” Sometimes the AI is doing absurdly detailed work too — I even saw a LinkedIn sc... | https://stackoverflow.com/questions/79947212/how-does-normal-programmer-handles-the-extreme-efficiency-of-ai-ai-brain-fry | artificial-intelligence, coding-efficiency | 1,779,869,903 |
se_79946811 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Have you tried C++ reflection over flat MCP tool sets? | Have you tried C++ reflection over flat MCP tool sets?
I’m an EDA (Electronic Design Automation) software developer. I build products similar to KLayout or FreeCAD, relying heavily on C++, Qt, Vulkan, vcpkg, and CMake.
My big goal for this year is to build an AI assistant for my software. The ultimate dream? Having th... | https://stackoverflow.com/questions/79946811/have-you-tried-c-reflection-over-flat-mcp-tool-sets | c++, reflection, artificial-intelligence, model-context-protocol, rttr | 1,779,804,831 |
se_79946879 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is the usage cheaper to use Cursor AI on "Auto" or "Composer 2.5 (not fast)"? | Is the usage cheaper to use Cursor AI on "Auto" or "Composer 2.5 (not fast)"?
I have started using Cursor AI to do my Delphi programming and want to know what is cheaper in terms of usage between always working on "Auto" mode or working with "Composer 2.5" with fast turned off.
They both mention th... | https://stackoverflow.com/questions/79946879/is-the-usage-cheaper-to-use-cursor-ai-on-auto-or-composer-2-5-not-fast | artificial-intelligence, agent, cursor-ide | 1,779,813,098 |
se_79946603 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Need Project Ideas That Solve a Real-World Problem? | Need Project Ideas That Solve a Real-World Problem?
I’ve been thinking about building a project that actually solves a real problem instead of making another basic CRUD app or clone project.
My interests are mainly in:
Machine Learning
NLP
Cryptography
Physics-based systems/simulations
Game development
I want t... | https://stackoverflow.com/questions/79946603/need-project-ideas-that-solve-a-real-world-problem | math, artificial-intelligence, physics, ml | 1,779,773,415 |
se_79946616 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Tech stack recommendation | Tech stack recommendation
I’m currently building a production-grade crowd-based face recognition attendance system for a company. The system takes input from 3 CCTV cameras and needs to detect, align, recognize, and track multiple faces in real time as groups of people walk in.
I’ve been researching different technolo... | https://stackoverflow.com/questions/79946616/tech-stack-recommendation | computer-vision, artificial-intelligence, biometrics, openvino | 1,779,775,356 |
se_79946178 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to build an autonomous AI Agent with tool calling using the new Microsoft.Agents.AI framework in .NET? | How to build an autonomous AI Agent with tool calling using the new Microsoft.Agents.AI framework in .NET?
I am building an autonomous AI Agent inside a modern .NET application using the new pre-release `Microsoft.Agents.AI` and `Microsoft.Extensions.AI` packages.
My goal is to give the agent access to custom native C... | https://stackoverflow.com/questions/79946178/how-to-build-an-autonomous-ai-agent-with-tool-calling-using-the-new-microsoft-ag | artificial-intelligence, agent, agentic-commerce-protocol | 1,779,696,229 |
se_79943845 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Why is every new AI IDE forcing a minimalist, "chat-first" UI on us? | Why is every new AI IDE forcing a minimalist, "chat-first" UI on us?
Is anyone else frustrated by the UI trend in new AI IDEs like Cursor, Windsurf, Trae, and Antigravity?
Antigravity 2.0
It seems every tool is moving toward an ultra-minimalist, chat-first screen. They give you a giant prompt bar but complet... | https://stackoverflow.com/questions/79943845/why-is-every-new-ai-ide-forcing-a-minimalist-chat-first-ui-on-us | artificial-intelligence, antigravity | 1,779,258,725 |
se_79931551 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What does the future holds for programmers | What does the future holds for programmers
Good day everyone,
I'm honestly feeling a bit lost right now and could really use some advice about my career, my growth, and my place in programming.
This is my background: I work with an international organization, but my role is basic mainly reviewing pictures and vetting ... | https://stackoverflow.com/questions/79931551/what-does-the-future-holds-for-programmers | artificial-intelligence | 1,777,064,396 |
se_79938214 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What Udemy Self Learning Courses Do You Suggest? | What Udemy Self Learning Courses Do You Suggest?
I'm currently going through "100 Days of Code: Bootcamp" by Dr. Angela Yu. I've just started and know nothing. My goal is to learn how to use Python coding and AI tools to build APIs for gaming tracker things and to work in Excel to build databases. There's other things... | https://stackoverflow.com/questions/79938214/what-udemy-self-learning-courses-do-you-suggest | python, excel, artificial-intelligence | 1,778,252,840 |
se_79934348 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Where should I store the .Renviron file now that claude code/cowork can look into my project files? | Where should I store the .Renviron file now that claude code/cowork can look into my project files?
Before the AI expansion, .Renviron file, according to this post, should have been located either in the home folder or in the project's root, depending on the scope.
However, with tools like Claude Code/Cowork now havin... | https://stackoverflow.com/questions/79934348/where-should-i-store-the-renviron-file-now-that-claude-code-cowork-can-look-int | r, artificial-intelligence, claude, renviron | 1,777,570,697 |
se_79942852 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI server with agents | AI server with agents
I’m working on an idea where I want to build my own AI server with agents.
The main problem I’m trying to solve is: how can other users with low-end PCs (less RAM/GPU) still use powerful AI?
My idea is to run all heavy computation (AI models, agents, processing) on one powerful server, and let ot... | https://stackoverflow.com/questions/79942852/ai-server-with-agents | server, artificial-intelligence, agent, multi-user | 1,779,095,271 |
se_79896243 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Autonomous mode / wrapper for Claude Code? | Autonomous mode / wrapper for Claude Code?
I'm actively using Claude Code and find it impressive. But I find it limiting that I can't give it a high level goal and let it work autonomously for more than 20 min. It has all the building blocks to work longer - context compaction, subagents. But it will instead soon stop... | https://stackoverflow.com/questions/79896243/autonomous-mode-wrapper-for-claude-code | testing, artificial-intelligence, claude-code | 1,772,026,213 |
se_79941323 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI/ML student with projects but weak fundamentals because of heavy LLM usage — how should I realistically improve for internships? | AI/ML student with projects but weak fundamentals because of heavy LLM usage — how should I realistically improve for internships?
I’m a 6th sem B.Tech AI/ML student targeting AI/ML internships at Indian startups.
Current situation:
built a multi-agent clinical reasoning system
built a movie recommender using embedd... | https://stackoverflow.com/questions/79941323/ai-ml-student-with-projects-but-weak-fundamentals-because-of-heavy-llm-usage-h | python, machine-learning, architecture, artificial-intelligence | 1,778,780,730 |
se_79939330 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Issue with Conversational Analytics integration in Looker Studio (Data Studio) | Issue with Conversational Analytics integration in Looker Studio (Data Studio)
I am experiencing an issue with the Conversational Analytics tool. Unfortunately, no available agents are appearing in Looker Studio/Data Studio, even though I have a properly configured agent in the Google Cloud Console.
The agent has been... | https://stackoverflow.com/questions/79939330/issue-with-conversational-analytics-integration-in-looker-studio-data-studio | artificial-intelligence, data-analysis | 1,778,499,848 |
se_79872592 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What exactly does AI do beyond ML models and rule-based logic? | What exactly does AI do beyond ML models and rule-based logic?
I am learning Machine Learning and AI from scratch and I think I understand the basics, but I am confused at a system-design level.
My current understanding is:
ML models learn patterns from data and output predictions (e.g., classification, regression, p... | https://stackoverflow.com/questions/79872592/what-exactly-does-ai-do-beyond-ml-models-and-rule-based-logic | machine-learning, architecture, artificial-intelligence, system-design | 1,768,979,418 |
se_79939816 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to Evaluate my RAG System using Local / free tier API model | How to Evaluate my RAG System using Local / free tier API model
I have build a self-evaluating RAG System now i want to evaluate it so i can know what my system performance for that i used DeeEval framework but the thing is i don’t have OpenAI API key as i’m broke so i’m using free tier API from Groq/Cerebra’s or loc... | https://stackoverflow.com/questions/79939816/how-to-evaluate-my-rag-system-using-local-free-tier-api-model | machine-learning, deep-learning, artificial-intelligence, evaluation, rag | 1,778,574,623 |
se_79930771 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI ML roadmap for a beginner aiming for a remote job | AI ML roadmap for a beginner aiming for a remote job
I am just starting out as a cs student. I wanna get into ML domain where I can apply for remote jobs from the country I am living in. How can I get started?, Where can I learn the required technologies? and What can I expect from them? | https://stackoverflow.com/questions/79930771/ai-ml-roadmap-for-a-beginner-aiming-for-a-remote-job | python, machine-learning, artificial-intelligence, computer-science, large-language-model | 1,776,953,756 |
se_79934194 | stackoverflow | ARTIFICIAL_INTELLIGENCE | how to make intellij copilot plugin read ad-hoc agents outside the project | how to make intellij copilot plugin read ad-hoc agents outside the project
I have some AI subagents that I want to use on every project.
Let's take one subagent, for instance, called code-reviewer.md. copilot cli already sees it, via ~/config/copilot/agents/code-reviewer.agent.md,but intellij IDEA's copilot plugin is... | https://stackoverflow.com/questions/79934194/how-to-make-intellij-copilot-plugin-read-ad-hoc-agents-outside-the-project | intellij-idea, artificial-intelligence, intellij-plugin, github-copilot, microsoft-copilot | 1,777,550,368 |
se_70843983 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Simple Artificial Intelligence Search Problem Infinite Loop Bug in Python | Simple Artificial Intelligence Search Problem Infinite Loop Bug in Python
I am working on Project 0 for Harvard's CS50 Artificial Intelligence class and we had to write a function called shortest_path which is used in the program in finding the shortest path between two actors in a movie database based on shared movie... | https://stackoverflow.com/questions/70843983/simple-artificial-intelligence-search-problem-infinite-loop-bug-in-python | python, debugging, search, artificial-intelligence, infinite-loop | 1,643,089,998 |
se_79938439 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Manage context memory and Document retrieval in AI Agent | Manage context memory and Document retrieval in AI Agent
So I am creating a AI agent which chats with the user and takes input, parses it etc to build a model from uploaded files. Now the agent needs to have access to history of changes made, user feedback, original docs, and entities relationship diagrams.
How can I ... | https://stackoverflow.com/questions/79938439/manage-context-memory-and-document-retrieval-in-ai-agent | python, artificial-intelligence, agent | 1,778,292,937 |
se_79937075 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Guidance on Training an AI Connect 4 Bot | Guidance on Training an AI Connect 4 Bot
(If StackOverflow is not the place for these kinds of general guidance questions, please point me to where I should ask them 😊)
Hi there!
I have a lot of experience as a programmer, but I've never done anything AI related. I thought a good place to start would be to train a bo... | https://stackoverflow.com/questions/79937075/guidance-on-training-an-ai-connect-4-bot | python, machine-learning, rust, neural-network, artificial-intelligence | 1,778,078,152 |
se_79938156 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Which technologies are developers learning to stay up to date in industry? | Which technologies are developers learning to stay up to date in industry?
Which technologies has a developer been updating themselves in, such as programming languages, frameworks, cloud platforms, DevOps tools, databases, AI/ML, and modern software practices to stay relevant in the industry now? | https://stackoverflow.com/questions/79938156/which-technologies-are-developers-learning-to-stay-up-to-date-in-industry | javascript, artificial-intelligence, accessibility, dynamic-programming, salesforce-service-cloud | 1,778,246,389 |
se_79851602 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Architectural considerations for safely integrating LLM-based responses into web automation | Architectural considerations for safely integrating LLM-based responses into web automation
I am experimenting with Python-based web automation (e.g. Selenium) and would like to understand the architectural and security considerations when integrating an LLM to generate natural language replies. The scenario is strict... | https://stackoverflow.com/questions/79851602/architectural-considerations-for-safely-integrating-llm-based-responses-into-web | automation, artificial-intelligence | 1,766,212,278 |
se_79937220 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Using AI as a beginner or junior developer | Using AI as a beginner or junior developer
I am a junior MERN web developer and I am still learning. I understand the general flow of code,also know how my code is working, but when I am writing it, I often face bugs related to best practices, naming conventions, and data handling. Because of this, I use AI to solve t... | https://stackoverflow.com/questions/79937220/using-ai-as-a-beginner-or-junior-developer | artificial-intelligence, mern | 1,778,098,384 |
se_79918935 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to get started with building a simple LLM-based models using Python? | How to get started with building a simple LLM-based models using Python?
How to start learning llms ,any video suggestion or guidline for a beginner. I’m a beginner in machine learning with basic Python knowledge.
I want to start learning about LLMs creations.
So far I have:
Learned basic Python
Read about transformer... | https://stackoverflow.com/questions/79918935/how-to-get-started-with-building-a-simple-llm-based-models-using-python | artificial-intelligence, openai-api, large-language-model, ml | 1,775,123,284 |
se_79850479 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is it possible to create a custom GPT and connect it to external services like Notion? | Is it possible to create a custom GPT and connect it to external services like Notion?
Is it possible to create a custom GPT and connect it with available connectors?
I want to create a GPT that can create and read documents in Notion, basically acting like a second memory/brain. The idea is to tell it things I learn ... | https://stackoverflow.com/questions/79850479/is-it-possible-to-create-a-custom-gpt-and-connect-it-to-external-services-like-n | artificial-intelligence, openai-api, langchain, chatgpt-api, gpt-4 | 1,766,073,158 |
se_79928214 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What are a good books to read in Bayesian Learning? | What are a good books to read in Bayesian Learning?
Seems like Bayesian learning is the go to method now for reducing over fitting in ML models, I've read Manning's NLP in action, Deep Learning with python, O'Reilly Deep Learning foundations, Hands on learning with sickit learn and tensorflow ( the most prolific ML bo... | https://stackoverflow.com/questions/79928214/what-are-a-good-books-to-read-in-bayesian-learning | deep-learning, nlp, artificial-intelligence, bayesian-networks, bayesian-deep-learning | 1,776,589,050 |
se_79934472 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Are Programmer ViberCoder? | Are Programmer ViberCoder?
Is reading official documentation necessary when learning a new programming language, or are tutorials sufficient?
What are examples of IT specializations where AI tools are currently ineffective? | https://stackoverflow.com/questions/79934472/are-programmer-vibercoder | artificial-intelligence, documentation | 1,777,605,979 |
se_79934177 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Tracking a tennis ball in a game | Tracking a tennis ball in a game
in a game there's a ping pong table with a tennis ball. I'm trying to make a python script to track the ball and hit it with my paddle. I'm stuck on the detecting part the methods im using suck. I have OpenCV and using the color/hue/motion tracking while all these methods work i still ... | https://stackoverflow.com/questions/79934177/tracking-a-tennis-ball-in-a-game | artificial-intelligence | 1,777,548,450 |
se_79934236 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Suggentions on open-model to implement LLM text watermarking | Suggentions on open-model to implement LLM text watermarking
As a part of my research problem, I want to fully access a model to implement LLM text watermarking (I need open-weight model to modify hidden states). After researching a bit, I found Qwen2.5-0.5B model that satisfies my requirements. I would like to know:
... | https://stackoverflow.com/questions/79934236/suggentions-on-open-model-to-implement-llm-text-watermarking | machine-learning, artificial-intelligence, large-language-model, semantics, watermark | 1,777,553,816 |
se_79934214 | stackoverflow | ARTIFICIAL_INTELLIGENCE | YOLOv11 Trash Sorting System | YOLOv11 Trash Sorting System
Im currently working on training the YOLOv11 obect detection model for waste sorting system. This system supposed to classified the trash type before putting it in the right bin at my university. All mechanics perspective aside, I had trouble with model accuracy. When training and testing,... | https://stackoverflow.com/questions/79934214/yolov11-trash-sorting-system | dataset, artificial-intelligence, yolo, imagedata, yolov11 | 1,777,552,452 |
se_5443730 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Ideas for simple and useful AI for othello game (aka: reversi) | Ideas for simple and useful AI for othello game (aka: reversi)
Hi
Where can I find some information for how to implement an AI for this game.
Never done an AI of any sort before.
Looking for recommendations for best and simple approaches
Thanks | https://stackoverflow.com/questions/5443730/ideas-for-simple-and-useful-ai-for-othello-game-aka-reversi | c#, artificial-intelligence, game-engine | 1,301,157,895 |
se_79933846 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Free virtual try-on API for a mobile app (student project)? | Free virtual try-on API for a mobile app (student project)?
I’m working on an Android (Java) mobile app for a school project, and I’m trying to integrate a virtual try-on feature (clothes fitting on user images).
I’ve explored a few options on platforms like Hugging Face, but most of the good models are:
only availab... | https://stackoverflow.com/questions/79933846/free-virtual-try-on-api-for-a-mobile-app-student-project | java, mobile, model, artificial-intelligence, project | 1,777,488,411 |
se_79933687 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Extract game names and translate them to english from google sheet | Extract game names and translate them to english from google sheet
Here's example of my dataset
I am working on a dataset (Excel / Google Sheets) where each row contains free-text answers about video games.
The problem is that the data is very noisy:
Some rows contain multiple games separated by different symbols (-,... | https://stackoverflow.com/questions/79933687/extract-game-names-and-translate-them-to-english-from-google-sheet | python, google-sheets, artificial-intelligence, large-language-model, spacy-transformers | 1,777,471,394 |
se_79928220 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Boss wants us to add more AI to our workflow | Boss wants us to add more AI to our workflow
I’m working on a Django project running in Docker with multiple services (PostgreSQL, Redis, Celery). The codebase is fairly large and not strictly modularized.
Currently, I use GitHub Copilot (ask mode) to generate code snippets based on a described approach, which I revie... | https://stackoverflow.com/questions/79928220/boss-wants-us-to-add-more-ai-to-our-workflow | django, artificial-intelligence, claude, openclaw | 1,776,589,850 |
se_79931196 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What are the best methods or libraries to extract Arabic text from images or PDFs without using Surya OCR? | What are the best methods or libraries to extract Arabic text from images or PDFs without using Surya OCR?
I am working on a project where I need to extract Arabic text from images and PDF documents. Currently, I am using Surya OCR, but I would like to explore other alternatives that might provide better accuracy or e... | https://stackoverflow.com/questions/79931196/what-are-the-best-methods-or-libraries-to-extract-arabic-text-from-images-or-pdf | python-3.x, deep-learning, artificial-intelligence | 1,777,021,757 |
se_79930634 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I prevent sensitive data leakage when sending user input to an AI API in Python? | How can I prevent sensitive data leakage when sending user input to an AI API in Python?
I’m building a Python application that sends user input to an external AI API for text processing (e.g., summarization or chatbot responses).
The issue is that user input may contain sensitive information such as email addresses, ... | https://stackoverflow.com/questions/79930634/how-can-i-prevent-sensitive-data-leakage-when-sending-user-input-to-an-ai-api-in | python, artificial-intelligence, privacy, pii | 1,776,939,723 |
se_79929135 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to go from theoretical Concept of Layers (Input, Hidden and Output) of AI Neural Network and Write in CODE | How to go from theoretical Concept of Layers (Input, Hidden and Output) of AI Neural Network and Write in CODE
I am currently working on a project to create a working Ai Neural Network in C++, I have watched and read many articles on Layers concept but I still don't know from where to start with the layers things, lik... | https://stackoverflow.com/questions/79929135/how-to-go-from-theoretical-concept-of-layers-input-hidden-and-output-of-ai-ne | c++, neural-network, artificial-intelligence, layer | 1,776,735,476 |
se_79911827 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Need Guide for AI/ML | Need Guide for AI/ML
I am looking to grow my career in the AI/ML field, but I am currently feeling a bit confused about the right direction. At the moment, I am learning Python, NumPy, and Pandas.
Could someone please suggest a proper roadmap or recommend useful resources? I would also appreciate guidance on the key t... | https://stackoverflow.com/questions/79911827/need-guide-for-ai-ml | python, machine-learning, deep-learning, artificial-intelligence | 1,774,089,908 |
se_79928848 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Android Studio with AI model integration | Android Studio with AI model integration
I'm trying to build a two tier Android application in Android studio that allow to receive inputs from user and display the result in percentage after being process in AI model (it's trained model Random Forest one for getting all inputs and other for specific set of inputs).
U... | https://stackoverflow.com/questions/79928848/android-studio-with-ai-model-integration | android, artificial-intelligence | 1,776,692,525 |
se_79924528 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Vibe Coding Is Also Right Way? | Vibe Coding Is Also Right Way?
I am a full stack developer maked many projects through AI agents they are perfectly working and deployed but i want to ask that i dont learned node js perfectly i cant understand many things but i learned to deploy the mern stack project and also learned after deploying what issues can ... | https://stackoverflow.com/questions/79924528/vibe-coding-is-also-right-way | node.js, artificial-intelligence, mern | 1,776,033,591 |
se_79928780 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Improving Arabic OCR results from Surya (handling bad fonts / post-processing with LLM) | Improving Arabic OCR results from Surya (handling bad fonts / post-processing with LLM)
I am extracting Arabic text from PDFs and images using Surya OCR. It works well in general, but when the PDF has poor font quality or complex styles, the extracted text contains many errors.
I tried to use Ollama with models like M... | https://stackoverflow.com/questions/79928780/improving-arabic-ocr-results-from-surya-handling-bad-fonts-post-processing-wi | python, artificial-intelligence | 1,776,686,074 |
se_79927032 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Performance and Compatibility of Rock Pi 4C+ vs Raspberry Pi 4 for Edge AI (YOLO/OCR) | Performance and Compatibility of Rock Pi 4C+ vs Raspberry Pi 4 for Edge AI (YOLO/OCR)
Does anyone ever use Rock Pi? Does it function the same as Raspberry Pi? I just found the Rock Pi as an alternative for my final-year project. Is the Rock Pi a good alternative? My project is related to AI edge detection of objects. ... | https://stackoverflow.com/questions/79927032/performance-and-compatibility-of-rock-pi-4c-vs-raspberry-pi-4-for-edge-ai-yolo | javascript, python, c++, raspberry-pi, artificial-intelligence | 1,776,393,973 |
se_79923935 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Gemini Live API (v3.1) suddenly stops streaming audio response intermittently | Gemini Live API (v3.1) suddenly stops streaming audio response intermittently
I’m currently building a real-time AI calling/voice interaction platform using the Gemini Live 3.1 model. The pipeline involves continuous streaming (input → model → TTS/audio output).
However, I’m facing an intermittent issue where the mode... | https://stackoverflow.com/questions/79923935/gemini-live-api-v3-1-suddenly-stops-streaming-audio-response-intermittently | django, django-models, artificial-intelligence | 1,775,900,914 |
se_79777875 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I remove "Generate Commit Message" and other AI features in 1.102.0 and onward? | How can I remove "Generate Commit Message" and other AI features in 1.102.0 and onward?
VS Code added a button to AI-generate commit messages. I don't want nor need this feature. Is there any way to remove the button from the UI entirely? I have already chosen "Hide Copilot" in the title bar.
"Hide Copilot"... | https://stackoverflow.com/questions/79777875/how-can-i-remove-generate-commit-message-and-other-ai-features-in-1-102-0-and | visual-studio-code, artificial-intelligence | 1,759,133,741 |
se_79925937 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Self healing in Playwright with Typescript | Self healing in Playwright with Typescript
Hi I'm currently working on playwright with Typescript. Anyone implemented Self healing in Playwright with Typescript. what would be the best approach to do? Can we use Healenium with Playwright? If yes how useful it is? | https://stackoverflow.com/questions/79925937/self-healing-in-playwright-with-typescript | automation, artificial-intelligence, playwright, model-context-protocol, self-healing | 1,776,250,914 |
se_79924583 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Book Recommendation in PyTorch | Book Recommendation in PyTorch
I am looking to find a book on PyTorch that is suitable for beginners, Ive used sklearn in the past for ML its a simple workflow for me prepare the X and Y data, fit/train a model, and make predictions (different workflow if you are using it for NLP or Images obviously). I know how to ma... | https://stackoverflow.com/questions/79924583/book-recommendation-in-pytorch | python, deep-learning, pytorch, artificial-intelligence | 1,776,056,423 |
se_79923862 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Programmer owns the architecture, AI implements crate-level modules in Rust — how does this compare to other languages? | Programmer owns the architecture, AI implements crate-level modules in Rust — how does this compare to other languages?
After working on several Rust projects with AI assistance, I want to share a division of responsibility that has worked well in practice, and ask whether others have found the same — or a better appr... | https://stackoverflow.com/questions/79923862/programmer-owns-the-architecture-ai-implements-crate-level-modules-in-rust-ho | python, go, rust, artificial-intelligence, large-language-model | 1,775,875,995 |
se_79923905 | stackoverflow | ARTIFICIAL_INTELLIGENCE | I have been trying to learn how to do machine learning for a long time , but don't understand? | I have been trying to learn how to do machine learning for a long time , but don't understand?
I have been trying to learn how to do machine learning for a long time, but most of what I find is just theory. The examples that are practical usually rely on pre-made libraries.
I want to understand how to implement ma... | https://stackoverflow.com/questions/79923905/i-have-been-trying-to-learn-how-to-do-machine-learning-for-a-long-time-but-don | artificial-intelligence | 1,775,891,909 |
se_79921033 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Need a path for mastering AI | Need a path for mastering AI
I am a starter in AI with basic knowledge in machine learning and expertise in python. Could anyone please take time to help me curate a path for mastering AI. It would be great if you could provide me with free courses which I can take to master AI step by step.
I tried searching but coul... | https://stackoverflow.com/questions/79921033/need-a-path-for-mastering-ai | artificial-intelligence | 1,775,492,751 |
se_79913494 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Low Transposition Table Usage Rate | Low Transposition Table Usage Rate
I'm currently learning to make a Gomoku ai script that uses minimax algorithm along with alpha beta pruning and other methods to improve performance. In this current state, I've implemented a transposition table into the project. The problem is, the hit rate of the table is only arou... | https://stackoverflow.com/questions/79913494/low-transposition-table-usage-rate | python, algorithm, artificial-intelligence | 1,774,355,030 |
se_79860119 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I fix the "exceeded quota" issue when using AI to generate articles in Laravel? | How can I fix the "exceeded quota" issue when using AI to generate articles in Laravel?
I am working on a blogging application in Laravel 8, which I named "Brave CMS".
I have recently added a "Write with AI" feature to the CMS.
In ArticleAIController.php I have:
class ArticleAIController extends Controller
... | https://stackoverflow.com/questions/79860119/how-can-i-fix-the-exceeded-quota-issue-when-using-ai-to-generate-articles-in-l | javascript, php, laravel, artificial-intelligence | 1,767,526,303 |
se_78381279 | stackoverflow | ARTIFICIAL_INTELLIGENCE | assemblyAI and getting transcript function | assemblyAI and getting transcript function
here is my function that gets transcript from a local audio file
def get_transcript(link):
try:
audio_file = download_audio(link)
print(f"Downloaded audio file: {audio_file}") # Debugging line
aai.settings.api_key = "MY_API_KEY"
transcrib... | https://stackoverflow.com/questions/78381279/assemblyai-and-getting-transcript-function | python, artificial-intelligence, transcription | 1,713,993,637 |
se_79920330 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Can i make a Neural network And simply ML Model using a smartphone? (Ain't Have Pc/Laptop Btw) | Can i make a Neural network And simply ML Model using a smartphone? (Ain't Have Pc/Laptop Btw)
I am someone who is currently Learn Python, especially libary for make machine learn, but i am not have pc/laptop , can i make my own ML & Neural model?
I haveI've heard that we can use Google Colab for code, Hugging fac... | https://stackoverflow.com/questions/79920330/can-i-make-a-neural-network-and-simply-ml-model-using-a-smartphone-aint-have | android, numpy, tensorflow, machine-learning, artificial-intelligence | 1,775,359,028 |
se_79919132 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Do We Need a Separate Embedding Model for Customizing a Base AI Model?” | Do We Need a Separate Embedding Model for Customizing a Base AI Model?”
Our company has recently started working on Private AI, and we are still new to these concepts. Our approach is to select a base AI model and customize it for a specific domain (telecom billing) by applying techniques like fine-tuning, RAG, and se... | https://stackoverflow.com/questions/79919132/do-we-need-a-separate-embedding-model-for-customizing-a-base-ai-model | artificial-intelligence | 1,775,143,067 |
se_79890443 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AI use in coding | AI use in coding
This has probably been talked about to death on this site but I still wanted to hear thoughts from other devs regarding best practices in using LLMs as guiding tools in coding
I specifically avoid asking ChatGPT (LLM I use most frequently) for most coding stuff as I often find that it's unreliable eve... | https://stackoverflow.com/questions/79890443/ai-use-in-coding | artificial-intelligence, large-language-model | 1,771,272,583 |
se_79917669 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How does Cherry Studio upload a pdf file? | How does Cherry Studio upload a pdf file?
The project: https://github.com/CherryHQ/cherry-studio
The unofficial api provider doesn't support pdf file uploading,
but in the application, it can upload pdf files, and works quite well, especially with tables.
It seems that Cherry Studio preprocesses pdf file before upload... | https://stackoverflow.com/questions/79917669/how-does-cherry-studio-upload-a-pdf-file | python, artificial-intelligence, fixed | 1,774,950,155 |
se_79915737 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best practice for maintaining chat history/context in a .NET application and deciding where to call the Web API (Application vs Azure ML Studio) | Best practice for maintaining chat history/context in a .NET application and deciding where to call the Web API (Application vs Azure ML Studio)
I am developing a .NET application that uses Machine Learning (Azure ML / AI model) to generate responses. I want the system to maintain chat history or context similar to ho... | https://stackoverflow.com/questions/79915737/best-practice-for-maintaining-chat-history-context-in-a-net-application-and-dec | .net, azure, machine-learning, artificial-intelligence, webapi | 1,774,616,924 |
se_79908871 | stackoverflow | ARTIFICIAL_INTELLIGENCE | What beginner-friendly project can I build to practice Model Context Protocol (MCP)? | What beginner-friendly project can I build to practice Model Context Protocol (MCP)?
I’m currently learning MCP and reading through the official guidelines on modelcontextprotocol.io. Now I’d like to move from theory to hands-on practice.
As a beginner, what kinds of small, realistic projects are good for learning MCP... | https://stackoverflow.com/questions/79908871/what-beginner-friendly-project-can-i-build-to-practice-model-context-protocol-m | python, artificial-intelligence, model-context-protocol | 1,773,704,412 |
se_79872156 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Career Advice: Which programming language should an Android developer learn for the AI-driven era? | Career Advice: Which programming language should an Android developer learn for the AI-driven era?
I am an Android developer with 1.2 years of experience, primarily working with Java.
With the current tech economy shifting heavily toward AI-integrated applications, I feel that traditional mobile development is reachin... | https://stackoverflow.com/questions/79872156/career-advice-which-programming-language-should-an-android-developer-learn-for | java, android, xml, artificial-intelligence, feature-selection | 1,768,925,598 |
se_77799921 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Autogen's human input reloads server | Autogen's human input reloads server
So, basically I am using NiceGui to create a UI over AutoGen. I have set the human_input_mode to ALWAYS. Whenever Autogen asks for the human input, the server reloads and the conversation is lost. reload=False doesn't work.
ui.run(title='Chat with Autogen Assistant', on_air=Tru... | https://stackoverflow.com/questions/77799921/autogens-human-input-reloads-server | python, artificial-intelligence, nicegui, ms-autogen | 1,704,974,978 |
se_79906038 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Meta prompting how to optimize | Meta prompting how to optimize
I'm currently working to build the infrastructure for my local agentic executors. I use the cursor and "skills" really heavily. As you all know, the quality of the output depends on the prompt you use and the quality of the context. When I ask the model to create the skill, it tunes the ... | https://stackoverflow.com/questions/79906038/meta-prompting-how-to-optimize | artificial-intelligence, prompt, agent | 1,773,308,657 |
se_79598199 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Chaining multiple GPT-4 Turbo API calls with function calling and dynamic memory/context injection | Chaining multiple GPT-4 Turbo API calls with function calling and dynamic memory/context injection
I'm working on a modular pipeline using OpenAI's GPT-4 Turbo (via /v1/chat/completions) that involves multi-step prompt chains. Each step has a specific role (e.g., intent detection → function execution → summarization →... | https://stackoverflow.com/questions/79598199/chaining-multiple-gpt-4-turbo-api-calls-with-function-calling-and-dynamic-memory | python, artificial-intelligence, openai-api | 1,745,924,515 |
se_79912564 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Built a Continued Pretraining + Fine-Tuning pipeline for a Veterinary Drug LLM on BioGPT-Large — Looking for feedback on my approach | Built a Continued Pretraining + Fine-Tuning pipeline for a Veterinary Drug LLM on BioGPT-Large — Looking for feedback on my approach
I've been working on adapting Microsoft's BioGPT-Large for veterinary pharmacology using Plumb's Veterinary Drug Handbook (2023) as my domain corpus. After going through a lot of trial a... | https://stackoverflow.com/questions/79912564/built-a-continued-pretraining-fine-tuning-pipeline-for-a-veterinary-drug-llm-o | tensorflow, machine-learning, artificial-intelligence, fine-tuning, rag | 1,774,238,342 |
se_78584114 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best way to stream using langchain `llm.with_structured_output` | Best way to stream using langchain `llm.with_structured_output`
import asyncio
from langchain_core.pydantic_v1 import BaseModel, Field
from langchain_openai import ChatOpenAI
class Joke(BaseModel):
setup: str = Field(description="The setup of the joke")
punchline: str = Field(description="The punchline to the... | https://stackoverflow.com/questions/78584114/best-way-to-stream-using-langchain-llm-with-structured-output | python, artificial-intelligence, langchain, langgraph | 1,717,637,150 |
se_79911073 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to convert a guide tutorial into context readible and feasible for AI? | How to convert a guide tutorial into context readible and feasible for AI?
Recently I've been through books such as “Design Patterns in Modern C++20: Reusable Approaches for Object-Oriented Software Design”, "Clean C++20". I find some advice inside pretty useful and want my AI agent on VSCode to adopt that. But I coul... | https://stackoverflow.com/questions/79911073/how-to-convert-a-guide-tutorial-into-context-readible-and-feasible-for-ai | artificial-intelligence, agent | 1,773,979,981 |
se_79903375 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Should I use AI to learn? | Should I use AI to learn?
I'm a complete beginner and I'm currently working on a project to detect objects using a camera. I've been using documentation and advice from experienced people to help me with my programme, but for certain parts where I got stuck, I used AI, either by asking it where the problem was and not... | https://stackoverflow.com/questions/79903375/should-i-use-ai-to-learn | artificial-intelligence | 1,772,992,921 |
se_79909411 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is there any point of learning new programing languages with the rise of AI? | Is there any point of learning new programing languages with the rise of AI?
With the rise in AI and LLM's generating programs is there any point in learning new languages or can you just use the basic understanding of programing for another language and just rely on the AI's like claud code to write your programs for... | https://stackoverflow.com/questions/79909411/is-there-any-point-of-learning-new-programing-languages-with-the-rise-of-ai | artificial-intelligence | 1,773,765,280 |
se_79908408 | stackoverflow | ARTIFICIAL_INTELLIGENCE | NeMo cashe-aware streaming multilingual ASR training | NeMo cashe-aware streaming multilingual ASR training
I started training nemo's hybrid rnnt ctc cashe aware streaming large multilingual model with code-switching. i wanted to ask if total 1300 hours of dataset will be enough? and somehow I noticed that in first epoch after some steps, model was predicting some words (... | https://stackoverflow.com/questions/79908408/nemo-cashe-aware-streaming-multilingual-asr-training | python, machine-learning, artificial-intelligence, data-science | 1,773,656,123 |
se_79905874 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Numerical meaning of Lightgbm Gain feature importance | Numerical meaning of Lightgbm Gain feature importance
I am using lightgbm to solve a binary classification problem. After training process, I use gain importance to analyse the model. The top 20 feature importance (gain) looks like the following
| Feature | Importance (Gain) |
|:-----------------|----------... | https://stackoverflow.com/questions/79905874/numerical-meaning-of-lightgbm-gain-feature-importance | python, artificial-intelligence, lightgbm | 1,773,289,029 |
se_79906686 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Can half-precision fp16 can transfer hyperparameter that tuned to fp32 directly or not? | Can half-precision fp16 can transfer hyperparameter that tuned to fp32 directly or not?
I use google colab to train my model
I have trained the model on fp32 and use random grid to search the hyperparameter. the training phase is slow; it takes around 3.24it/s.
I want to ask can I use the tuned hyperparameter from fp1... | https://stackoverflow.com/questions/79906686/can-half-precision-fp16-can-transfer-hyperparameter-that-tuned-to-fp32-directly | machine-learning, pytorch, artificial-intelligence, hyperparameters, automatic-mixed-precision | 1,773,382,684 |
se_79905540 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Optimizing a Gaussian penalty function for HSL color compatibility in PyTorch/NumPy | Optimizing a Gaussian penalty function for HSL color compatibility in PyTorch/NumPy
I am currently developing an AI-driven fashion recommendation system, specifically focusing on a "Multi-modal Context-Aware Decision Model." A critical component of my recommendation engine involves calculating aesthetic compatibility ... | https://stackoverflow.com/questions/79905540/optimizing-a-gaussian-penalty-function-for-hsl-color-compatibility-in-pytorch-nu | python, algorithm, numpy, pytorch, artificial-intelligence | 1,773,245,496 |
se_79886524 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Creating ai chatbot | Creating ai chatbot
When creating an AI chatbot, what do I need to do? Are there any parameters other than servers, API keys, datasets, or similar parameters? Also, what is the first step I need to take before I start using these kinds of parameters? Thanks in advance. | https://stackoverflow.com/questions/79886524/creating-ai-chatbot | dataset, artificial-intelligence | 1,770,717,815 |
se_79838505 | stackoverflow | ARTIFICIAL_INTELLIGENCE | llama_index Ollama misloading model issue | llama_index Ollama misloading model issue
I'm working with LlamaIndex and trying to run LLM in local using Ollama. I pulled phi3:mini model successfully and tested it in terminal. but if I load it with llama_index.llms.ollama, it keeps following erros "ollama._types.ResponseError: model requires more system memory (4... | https://stackoverflow.com/questions/79838505/llama-index-ollama-misloading-model-issue | python, artificial-intelligence, large-language-model, llama-index, ollama | 1,764,901,603 |
se_76319374 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Transliteration from a source language to Roman (English) script | Transliteration from a source language to Roman (English) script
We need the Romanization feature badly. Can someone please help? We want to transliterate (not translate) from Hindi (Devanagiri script) language to English (Roman script) language.
Input
romanize_text('अंतिम लक्ष्य क्या है')
Expected Output
'antim laksh... | https://stackoverflow.com/questions/76319374/transliteration-from-a-source-language-to-roman-english-script | machine-learning, nlp, google-api, artificial-intelligence, transliteration | 1,684,887,848 |
se_79904353 | stackoverflow | ARTIFICIAL_INTELLIGENCE | 2 YOE Full‑Stack dev: how to choose between AI and Blockchain? | 2 YOE Full‑Stack dev: how to choose between AI and Blockchain?
I have ~2 years of experience as a software engineer working across full‑stack web and some mobile development.
I want to upskill for better growth and salary, and I’m currently stuck between focusing on Blockchain or AI.
For Blockchain, I have a rough id... | https://stackoverflow.com/questions/79904353/2-yoe-full-stack-dev-how-to-choose-between-ai-and-blockchain | machine-learning, artificial-intelligence, blockchain, solidity | 1,773,126,460 |
se_79903962 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best Way to a Multi-Agent Orchestration System? | Best Way to a Multi-Agent Orchestration System?
I'm building a Python research prototype focused on reliability in multi-agent orchestration.
The idea is to run 3–4 LLM-based agents collaborating in a workflow (likely using LangGraph). Each agent handles a step in the task and passes intermediate results to the next a... | https://stackoverflow.com/questions/79903962/best-way-to-a-multi-agent-orchestration-system | python, artificial-intelligence | 1,773,070,354 |
se_79898245 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I estimate or count input tokens for a PDF before sending it to AWS Bedrock, since CountTokens API doesn't support document input? | How can I estimate or count input tokens for a PDF before sending it to AWS Bedrock, since CountTokens API doesn't support document input?
I'm building a system that processes PDF files which my clients upload and sends them to AWS Bedrock using Anthropic Claude models (possiblyclaude-4.5-haiku, claude-4-sonnet).
... | https://stackoverflow.com/questions/79898245/how-can-i-estimate-or-count-input-tokens-for-a-pdf-before-sending-it-to-aws-bedr | artificial-intelligence, amazon-bedrock, claude | 1,772,250,073 |
se_79861609 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Step wise pattern prediction of prices | Step wise pattern prediction of prices
I have sample dataset where prices are stable few days/week/months and then falls/raise and stays in that price again for few days/weeks/months.
Basically it looks like step down and up when you visualise it. How can I build a model for such patterns?
currently I am thinking of b... | https://stackoverflow.com/questions/79861609/step-wise-pattern-prediction-of-prices | machine-learning, computer-vision, artificial-intelligence, data-science | 1,767,701,854 |
se_79889100 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is there an encoder–decoder model that allows editing latent embeddings and regenerating text? | Is there an encoder–decoder model that allows editing latent embeddings and regenerating text?
I have a sentence embedding created by a semantic encoder such as:
embedding = model.encode("I am happy")
I then compute an emotion direction vector in the same embedding space, for example:
emotion_vec = embedding_happy - ... | https://stackoverflow.com/questions/79889100/is-there-an-encoder-decoder-model-that-allows-editing-latent-embeddings-and-rege | python, machine-learning, artificial-intelligence | 1,771,030,769 |
se_79897835 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Best technique for retrieving large set of documents for local LLM | Best technique for retrieving large set of documents for local LLM
I need some help. I'm really struggling with RAG or some other things to scrape large documents to local llm (I'm using llama-server for running gpt-oss 20b).
My question is: how to implement such thing to llama-server to be like interactive chatGPT ex... | https://stackoverflow.com/questions/79897835/best-technique-for-retrieving-large-set-of-documents-for-local-llm | artificial-intelligence, ollama, rag, llamacpp | 1,772,197,384 |
se_79802672 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How can I retain CrewAI short-term memory with Azure OpenAI embeddings? | How can I retain CrewAI short-term memory with Azure OpenAI embeddings?
I'm working on implementing CrewAI's short-term memory feature, but it's not behaving as expected.
embedder_config = {
"provider": "openai",
"config": {
"api_key": "XXXXXXX",
"api_base": "https://xxxx.openai.azure.com/",
... | https://stackoverflow.com/questions/79802672/how-can-i-retain-crewai-short-term-memory-with-azure-openai-embeddings | python, artificial-intelligence, agent, crewai, advice | 1,761,648,005 |
se_79899414 | stackoverflow | ARTIFICIAL_INTELLIGENCE | AIoT device: Radius Authentication using PHP with Message-Authenticator attribute | AIoT device: Radius Authentication using PHP with Message-Authenticator attribute
We have some AIoT devices and want to authenticate with RADIUS using PHP.
The new RADIUS Server ask for the Message-Authenticator attribute and the build-in RADIUS functions of PHP can not do it.
<?php
$radius = radius_auth_open();
if (!... | https://stackoverflow.com/questions/79899414/aiot-device-radius-authentication-using-php-with-message-authenticator-attribut | php, authentication, artificial-intelligence, iot, radius | 1,772,454,613 |
se_79900580 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Private AI Chatbot | Private AI Chatbot
How to build an AI-powered chatbot for a company that can answer users' questions based on company-specific data, interact with users through natural question-and-answer conversations similar to other advanced chatbots (such as ChatGPT, Claude, or DeepSeek), calculate stock levels, and intelligently... | https://stackoverflow.com/questions/79900580/private-ai-chatbot | python, artificial-intelligence, chatbot, large-language-model | 1,772,594,342 |
se_63000093 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Is it possible to simultaneously use and train a neural network? | Is it possible to simultaneously use and train a neural network?
Is it possible to use Tensorflow or some similar library to make a model that you can efficiently train and use at the same time.
An example/use case for this would be a chat bot that you give feedback to. Somewhat like how pets learn (i.e. replicating w... | https://stackoverflow.com/questions/63000093/is-it-possible-to-simultaneously-use-and-train-a-neural-network | neural-network, artificial-intelligence, biological-neural-network | 1,595,263,485 |
se_79899823 | stackoverflow | ARTIFICIAL_INTELLIGENCE | How to meaningfully represent unseen but defined data in AI? | How to meaningfully represent unseen but defined data in AI?
So I am building an AI model and I was trying to implement one optimization in it so it gets faster.
The AI model is for DAG of code. The high level idea of the optimization is that in a DAG if picks out common nodes ,for example: varA->funcA->funcB->funcC->... | https://stackoverflow.com/questions/79899823/how-to-meaningfully-represent-unseen-but-defined-data-in-ai | python, artificial-intelligence | 1,772,504,314 |
se_79899053 | stackoverflow | ARTIFICIAL_INTELLIGENCE | In 2026, what field should a computer engineering student focus on, and what roadmap should they take? | In 2026, what field should a computer engineering student focus on, and what roadmap should they take?
As a third-year computer engineering student in 2026, considering the impact of AI on coding and engineering practice, what will companies expect from me? Which field should I choose (AI, data engineering, cloud DevO... | https://stackoverflow.com/questions/79899053/in-2026-what-field-should-a-computer-engineering-student-focus-on-and-what-roa | android, flutter, security, artificial-intelligence | 1,772,401,178 |
se_79899201 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Chatbot that converts questions to SQL queries | Chatbot that converts questions to SQL queries
I have a usecase where we need to perform complex calculations (aggregate function from multiple tables) on the given customer knowledge base, so I can't use simple RAG mechanisms like Azure Search or Copilot agents etc.
I'm planning to convert each question to a SQL quer... | https://stackoverflow.com/questions/79899201/chatbot-that-converts-questions-to-sql-queries | architecture, artificial-intelligence, project | 1,772,427,669 |
se_78836024 | stackoverflow | ARTIFICIAL_INTELLIGENCE | Efficiently Maintaining Chat Context with GenAI API (GPT, Claude) Without Resending All Prompts | Efficiently Maintaining Chat Context with GenAI API (GPT, Claude) Without Resending All Prompts
I'm using the GenAI API (GPT, Claude) to create a conversational AI that handles multi-turn dialogues. My goal is to maintain the context of the conversation without resending all previous prompts with each new request, as ... | https://stackoverflow.com/questions/78836024/efficiently-maintaining-chat-context-with-genai-api-gpt-claude-without-resend | python, artificial-intelligence, chat, openai-api | 1,722,884,044 |
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