An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, combined with SearXNG, Matasoft Web Search tool and Ollama Cloud provided GLM-4.7 LLM model, can perform advanced AI-driven mapping and categorization of products to appropriate hierarchical product taxonomy.

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
matasoft.hr/QTrendContro...

An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, combined with SearXNG, Matasoft Web Search tool and Ollama Cloud provided GLM-4.7 LLM model, can perform advanced AI-driven mapping and categorization of products to appropriate hierarchical product taxonomy.

The stack: (Un)Perplexed Spready + Ollama Cloud (GLM-4.7) + Open WebUI + Matasoft's web search tools. A powerful, privacy-focused, and cost-effective pipeline for AI data tasks. #TechStack #AIEngineering #Ollama #OllamaCloud #AffordableAI #GLM4 #OpenSourceAI #AI #LLM

matasoft.hr/QTrendContro...

An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, com...

Ollama Cloud is a game-changer: access powerful open-source models without high-end hardware at a fraction of commercial API cost. This products taxonomy classification demo runs on it. Well done, Ollama! #Ollama #OllamaCloud #AffordableAI #GLM4 #OpenSourceAI #AI #LLM

matasoft.hr/QTrendContro...

An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, com...

GLM-4.7 is used for this demo—currently one of the best open-source LLMs, surpassing models like kimi-k2. See what it can do in a practical spreadsheet task of products taxonomy classification.
matasoft.hr/QTrendContro...
#GLM4 #OpenSourceAI #Benchmarks
#AIAdvantage #SpreadsheetFormula #AI #LLM

An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, com...

GLM-4.7 is the best open-source LLM model so far!
See it in action in spreadsheet formula taxonomical products classification with (Un)Perlexed Spready (in combination with Ollama, Open WebUI, SearXNG): matasoft.hr/QTrendContro...

#LLMs #GLM4 #AIProgress #AIautomation #WebScraping #WebResearch #BI

An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, com...

The beauty of advanced LLMs? They understand intent even with typos. The article's prompt had errors, but GLM-4.7 executed the taxonomy mapping flawlessly. #LLMs #GLM4 #AIProgress #AIautomation #WebScraping #WebResearch #Automation #UnPerplexedSpready #OpenSourceLLM

matasoft.hr/QTrendContro...

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GLM 4.5 vs. Promptfoo: A Playbook for Systematic LLM Security Audits GLM 4.5 by Zhipu AI marks a major leap forward in open-source LLMs, blending deep reasoning,...

GLM 4.5 vs. Promptfoo: A Playbook for Systematic LLM Security Audits GLM 4.5 by Zhipu AI marks a major leap forward in open-source LLMs, blending deep reasoning, long-context understanding, and age...

#glm4 #opensource #security #llm

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