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Items tagged with: LLM


I may regret this at some point, but I felt the need to put down in writing how I feel about this moment in the tech industry.

It is not kind. You may well be insulted by it. If you are... then you really should question yourself.

garfieldtech.com/blog/selfish-…

#AI #LLM #Programming


The barrier to entry for powerful AI keeps falling. This demo combines accessible tools (spreadsheet, open models, cloud hosting) to solve a real business problem of products taxonomy classification on scale. The future is modular and affordable. #Accessibility #Tech #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud
linkedin.com/posts/matasoft-st…


This warms me in the meow meow :nkoHappy:

"How Replacing Developers With AI is Going Horribly Wrong"

#AI #LLM

youtube.com/watch?v=ts0nH_pSAd…

#ai #llm


This is a blueprint of establishing AI-driven spreadsheet processing using AI prompt embedded formulas. It shows how to integrate a front-end (spreadsheet), a model API (Ollama), and custom tools to solve a domain-specific problem. #OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…


The hero of intelligent spreadsheet data processing isn't just one tool. It's the ecosystem: (Un)Perplexed Spready, Ollama Cloud, Open WebUI, Matasoft Tools. Together, they create something greater.
#UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
linkedin.com/posts/matasoft-st…


🚀 New Ollama Model Release! 🚀
Model: kimi-k2.5
🔗 ollama.com/library/kimi-k2.5

#Ollama #AI #LLM #mcpo


My god.. :sad_cat:

#AI and with that, I mean #LLM's are doing SO MUCH damage

#Laracast is another one who's quitting because of it

I really freaking HATE this

youtube.com/watch?v=g_Bvo0tsD9…


Shoutout to Open WebUI. It's the sleek, self-hosted dashboard that makes interacting with these powerful models as easy as using ChatGPT, but with full control. See it enabling web search integration in AI-driven spreadsheet processing taxonomy classification task.
#OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping

matasoft.hr/QTrendControl/inde…


Ollama Cloud deserves a spotlight. It lets you use top open-source models without a $10k GPU. Democratizing access to powerful AI is a win for everyone. See it in action in this AI-driven spreadsheet processing taxonomy classification task. #OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…


The hero of intelligent spreadsheet data processing isn't just one tool. It's the ecosystem: (Un)Perplexed Spready, Ollama Cloud, Open WebUI, Matasoft Tools. Together, they create something greater.
#UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…


The demo, showcasing products taxonomy classification with spreadsheet AI formula, used GLM-4.7, a model that excels at following complex instructions and tool use. Picking the right model for the job is part of the secret sauce. #ModelSelection #GLM4 #PromptEngineering #DataOutput #AutonomousAI #ProblemSolving #AIReasoning #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


Open WebUI: Self-Hosted LLM Interface:
glukhov.org/post/2026/01/open-…
#AI #LLM #Ollama #Docker #SelfHosting #OpenSource #Python #K8S #devops #chatgpt


"Return only categories... without any additional comments." This simple line in the prompt is crucial. It forces the AI into a "function mode," outputting data, not prose. Automate taxonomy classification with spreadsheet formulas embedding AI prompts. #PromptEngineering #DataOutput #AutonomousAI #ProblemSolving #AIReasoning #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


When the existing data was blank, the AI didn't fail. It used integrated tools to search the web, read product pages, and classify based on live information. Autonomous problem-solving. #AutonomousAI #ProblemSolving #AIReasoning #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


The AI wasn't just matching keywords. It understood that a "mid-century modern desk chair" belongs in both "Furniture / Office Chairs" AND "Furniture / Living Room." That's reasoning. #AIReasoning #Context #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


This isn't about replacing jobs; it's about redefining roles. With help of AI prompts embedded in spreadsheet formulas, future data analyst spends less time cleaning and more time analyzing. #FutureOfWork #Upskilling #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
linkedin.com/posts/matasoft-st…


This isn't about replacing jobs; it's about redefining roles. With help of AI prompts embedded in spreadsheet formulas, future data analyst spends less time cleaning and more time analyzing. #FutureOfWork #Upskilling #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


Tired of "AI will change everything" with no examples? Here's one. A detailed, step-by-step walkthrough of AI solving a classic business data problem. #NoHype #RealDemo #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


In light of the LLM research I do, this article is fitting
Read that to see how messed up the alleged Nvidia stance is

#Programming #Nvidia #GPU #Anna #Archive #Books #library #ClosedSource #LLM #slop #bad #technology

torrentfreak.com/nvidia-contac…


Share this with the person in your organization who spends hours each week in spreadsheet hell. Show them there's a better way to deal with textual data processing, like attributes extraction, data categorization and taxonomy mapping. #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
linkedin.com/posts/matasoft-st…


Share this with the person in your organization who spends hours each week in spreadsheet hell. Show them there's a better way to deal with textual data processing, like attributes extraction, data categorization and taxonomy mapping. #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
linkedin.com/posts/matasoft-st…


"Just map these 20000 products to the new taxonomy category list." A simple request that kills a week or weeks. Not anymore. AI automation inside spreadsheets is here to handle it.
#KillerApp #TimeSaver #DataHell #AISolution #AIWorkflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping

matasoft.hr/QTrendControl/inde…


Spreadsheet hell is real. Endless manual lookups, inconsistent categorizations, and messy data. See how AI is being used to escape it. This demo shows the way out. #DataHell #AISolution #Workflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


We've shared many angles on this demo. The core idea is simple: AI can now handle the tedious 'figuring out' part of data work inside the world's most common data tool - a spreadsheet. That's huge. #BigPicture #Innovation #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


Share this with the person in your organization who spends hours each week in spreadsheet hell. Show them there's a better way to deal with textual data processing, like attributes extraction, data categorization and taxonomy mapping. #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…


The barrier to entry for powerful AI keeps falling. This demo combines accessible tools (spreadsheet, open models, cloud hosting) to solve a real business problem of products taxonomy classification on scale. The future is modular and affordable. #Accessibility #Tech #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud

matasoft.hr/QTrendControl/inde…


ASK_LOCAL vs PERPLEXITY functions: (Un)Perplexed Spready offers different formulas for different needs—local/private models vs. commercial Perplexity AI API. Flexibility is built-in, choose your LLM model inside AI-driven spreadsheet formulas.
#ToolChoice #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud
matasoft.hr/QTrendControl/inde…


AI is transforming spreadsheets from simple calculators into intelligent data partners. This article is a glimpse into that future, available today. #FutureOfData #DigitalTransformation #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #AITools #Ollama #OllamaCloud #PerplexityAI
linkedin.com/posts/matasoft-st…


For data analysts: Your job is evolving. Ai Tools like (Un)Perplexed Spready augment your skills, letting you manage complexity at a higher level. Embrace the change. #DataAnalyst #FutureSkills #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula
matasoft.hr/QTrendControl/inde…


A masterclass in AI-augmented work: combining a lookup table (taxonomy list) with reasoning (the LLM) and external verification (web search). A robust system design. #SystemDesign #AIArchitecture #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula
matasoft.hr/QTrendControl/inde…


Thinking about AI costs? This demo used GLM 4.7 model in Ollama Cloud, noted as a 'fraction of the cost' of commercial APIs. Effective AI doesn't have to break the bank. Utilize powerful AI-driven formulas in your spreadsheet, by neglible price.
#CostEffective #AIonABudget #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula

matasoft.hr/QTrendControl/inde…


This isn't just about furniture. The pattern applies to any domain: classifying support tickets, categorizing products, tagging research papers, standardizing customer addresses, sorting inventory. Endless uses for AI formulas in spreadsheets. #VersatileAI #UseCases #UnstructuredData #ETL #BusinessAI #Efficiency #DigitalTransformation #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #AITools #Ollama #OllamaCloud #PerplexityAI #AITools
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