10 LLMOps tools for building production AI systems
Compare 10 tools for orchestration, model routing, observability, evaluation, guardrails, memory, feedback, packaging, and app integrations in an LLMOps stack.
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Page 148 of Latest Articles
Technology
Gemma vs. GPT-4: which model fits your AI project?
Compare Gemma and GPT-4 by deployment model, hardware needs, privacy, customization, performance, cost, and maintenance to choose the right option.
Artificial intelligence
5 programming responsibilities ChatGPT cannot handle alone
ChatGPT can assist with code, but people still need to own requirements, architecture, validation, stakeholder decisions, security, and accountability.
Artificial intelligence
7 practical ways to use ChatGPT for data tasks
Use ChatGPT to draft SQL, clean datasets, write Python, create charts, document data, explain results, and design pipelines—with checks for accuracy and privacy.
Artificial intelligence
How to use ChatGPT to check a suspicious message safely
Use ChatGPT as a cautious second opinion on phishing signs, URLs, and message wording—without clicking links, sharing sensitive data, or treating AI as proof.
Artificial intelligence
How to use ChatGPT to write and troubleshoot Excel formulas
Learn how to prompt ChatGPT for Excel formulas, verify cell references and versions, clean data, debug errors, and test VBA safely.
Artificial intelligence
Krita AI Diffusion vs. Adobe Firefly: which fits your workflow?
Compare Krita AI Diffusion and Adobe Firefly by setup, local or cloud processing, editing control, cost, ease of use, and commercial workflow considerations.
Artificial intelligence
How to create an AI lip-sync video from a photo and audio
Follow the Talking Photo workflow to upload a suitable portrait and audio track, choose a model, generate the clip, and improve naturalness safely.
Technology
Perplexity Comet browser: features, uses, and privacy considerations
Understand how Perplexity's Comet browser combines web browsing with an AI assistant, what it can do, and what to check before granting access or approving actions.
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Nerd AI Tutor & Math Helper: features and study tips
See how Nerd AI can assist with photographed math problems, summaries, writing, coding, and language study—and how to verify its answers.
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Ollama desktop app: install and run AI models locally
Learn what Ollama does, how to install it on Windows, macOS, or Linux, run a local model, call its API, change model storage, and secure the service.
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Chat AI: Ask Agent Anything—features and safety checks
Review the Chat AI mobile app's agent presets, image tools, summaries, writing, and study features, plus privacy, accuracy, and subscription checks.
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Stable Diffusion Web UI: installation and beginner's guide
Install AUTOMATIC1111's Stable Diffusion Web UI on Windows or Linux, add a compatible model, and learn txt2img, img2img, inpainting, upscaling, and PNG Info.
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GitHub Copilot: features, setup, and safe coding workflow
Learn how GitHub Copilot assists with completions, chat, multi-file edits, and agent tasks, plus how to install it and review AI-generated code safely.
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AI video creation workflow: from idea to published video
Build a practical AI-assisted video workflow for research, scripting, storyboards, filming, editing, thumbnails, publishing, and audience analysis.
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Behavioral biometrics: how continuous authentication detects fraud
Behavioral biometrics analyzes typing, touch, mouse, device, and navigation patterns to flag unusual sessions—but it must complement MFA and privacy controls.
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How to write an engaging video script with AI
Use AI to develop honest hooks, a clear promise, spoken-language narration, visual cues, and realistic timing—then revise the script in your own voice.
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Stable Diffusion Web UI: installation and beginner's guide
Install AUTOMATIC1111 Stable Diffusion Web UI safely, add a compatible model, and learn the txt2img, img2img, inpainting, upscaling, and PNG Info workflows.
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6 web data APIs for AI agents: search, crawl, and extract
Compare Firecrawl, Tavily, Olostep, Exa, Bright Data, and You.com for AI search, crawling, extraction, research, and browser-backed web data workflows.
Technology
Claude Cowork, OpenClaw, and the shift to AI agents
AI agents can work across files, code, and connected services. Understand what changes when a chatbot can act, the main risks, and how to deploy agents safely.