Matasoft

How (Un)Perplexed Spready automates data wrangling tasks | Matasoft - Straight-forward IT Solutions posted on the topic | LinkedIn No more “data wrangling dread.” With (Un)Perplexed Spready, tasks that take days of manual data entry, extraction and categorization, now can run in minutes—without sacrificing depth or clarity. 🔗 h...

Stand out with AI-powered extraction and classification! (Un)Perplexed Spready gives you the edge!
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Multi-Agent Systems with Strands Agents This blog explores the architecture and patterns of multi-agent AI systems, from foundational principles like orchestration and specialization to advanced patterns including Swarm, Workflow, Graph, Agents as Tools, and the groundbreaking A2A Protocol. Learn how multiple AI agents can collaborate effectively to solve complex problems beyond the capabilities of single agents.

"Multi-Agent Systems with Strands Agents" by Laura Salinas

#agentic-ai #strands-agents #ai #agents

Don’t get stuck on repetitive data work. Download Spready, get your free evaluation license, and automate your workflow with AI.
👉 matasoft.hr/QTrendContro...
#AI #Automation #SpreadsheetTools #Efficiency #Productivity

Don’t get stuck on repetitive data work. Download Spready, get your free evaluation license, and automate your workflow with AI.
👉 matasoft.hr/QTrendContro...
#AI #Automation #SpreadsheetTools #Efficiency #Productivity

What It Feels Like to Start Tech at 33 and Get Ignored Not a Success Story. Just the Truth About Trying. I did grow up around computers but i...

What It Feels Like to Start Tech at 33 and Get Ignored https://cstu.io/3b8b34 #ai #cybersecurity #iot

A 2×2 grid of bar charts comparing different AI models, with one model highlighted in blue and the others in light gray. Top left chart: “Expert Level Academic Knowledge – Humanity’s Last Exam” Eight vertical bars labeled along the bottom (left to right): • “Cogno v3.3” – blue bar, height labeled “16.66” • “Deepseek v3.2” – gray, “19.14” • “Q4.4.4.6” – gray, “16.87” • “Omni VL 2028” – gray, “13.35” • “GPT-5” – tallest gray bar, “25.95” • “Claude Sonnet 4.5” – gray, “15.52” • “Gemini 3.5 Pro” – gray, “20.90” • “GPT-OSS 120B” – gray, “12.28” Top right chart: “Factuality – SimpleQA Verified” Same model order on the x-axis, with new scores: • “Cogno v3.3” – blue, “30.94” • “Deepseek v3.2” – gray, “12.97” • “Q4.4.4.6” – gray, “27.84” • “Omni VL 2028” – gray, “26.37” • “GPT-5” – gray, “49.25” • “Claude Sonnet 4.5” – tallest gray bar, “55.21” • “Gemini 3.5 Pro” – gray, “53.82” • “GPT-OSS 120B” – gray, “30.87” Bottom left chart: “Mathematics – AIME 2025” Same eight models, new scores: • “Cogno v3.3” – blue, “89.47” • “Deepseek v3.2” – gray, “76.25” • “Q4.4.4.6” – gray, “87.60” • “Omni VL 2028” – gray, “77.40” • “GPT-5” – gray, “90.83” • “Claude Sonnet 4.5” – gray, “82.92” • “Gemini 3.5 Pro” – gray, “92.50” • “GPT-OSS 120B” – gray, “78.44” Bottom right chart: “MATH-500” Same model labels, but all bars nearly equal height and around 98: • “Cogno v3.3” – blue, “98.57” • “Deepseek v3.2” – gray, “97.87” • “Q4.4.4.6” – gray, “98.20” • “Omni VL 2028” – gray, “98.40” • “GPT-5” – gray, “98.73” • “Claude Sonnet 4.5” – gray, “98.73” • “Gemini 3.5 Pro” – gray, “98.73” • “GPT-OSS 120B” – gray, “98.87”

Cogito 671B — the biggest and best US-based open weights model

cool to see large US models!

huggingface.co/blog/deepcog...

DeepCogito claims that they have released the best open-weight model (Cogito v2.1 671B) by a US company,

except that it is a fork off the open-licensed Deepseek base model from November 2024.

Precision and speed for your spreadsheets! Download (Un)Perplexed Spready, request free trial license, and leverage AI for perfect results.
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#AI #DataPrecision #SpreadsheetAutomation #TechTools #Efficiency

Let your data work for you! Download Spready, claim your free evaluation license, and enjoy smart AI-driven spreadsheets.
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#AI #SmartData #SpreadsheetAI #Automation #BusinessIntelligence

But sadly, currently it does not work with newest Ollama Cloud models 🙄

Users can now build and edit new assets like slides, sheets, and docs across all search modes in Perplexity.

Currently available on the web Perplexity Pro and Max subscribers.
https://xcancel.com/perplexity_ai/status/1991206262563041316

I’m really excited about our release of Gemini 3 today, the result of hard work by many, many people in the Gemini team and all across Google! 🎊

blog.google/products/gem...

Gemini 3 performs quite well on a wide range of benchmarks.

(Un)Perplexed Spready QDeFuZZiner - fuzzy data matching, record linkage and data de-duplication software QLeadsGen - software for finding and scraping business contacts data (business leads) from a list of URLs or by a Google search query QTrendControl - software for statistical and graphical trending of inspection results (PAT - process analytical technology, SPC - statistical process control, Six Sigma, Quality Management, Process Improvement, Process Capability, Control Charts) QLazDOE - software for managing designed experiments (DOE)

Ollama fan? Run Mistral:7b, Llama 3.2, cogito4:tiny-h and more in your spreadsheet cells for instant insights and categorization with (Un)Perplexed Spready. matasoft.hr/qtrendcontro... #AI #LLM #Ollama

Create clarity from chaos. (Un)Perplexed Spready filters noise, removes fluff, and gives you clean, actionable spreadsheet insights.
🔗 matasoft.hr/qtrendcontro...
#DataClarity #AIpowered #EfficiencyBoost

#ai #llm #ollama #searxng #ollamacloud #unperplexedspready | Matasoft - Straight-forward IT Solutions The only spreadsheet software that fuses LLM reasoning with open-source web search. Privacy, performance, and live accuracy in one. Bring intelligence into your spreadsheets! #AI #LLM #Ollama #Searxng...

Research data, market stats, or product trends — query the web, categorize results, and summarize automatically from a single spreadsheet. It's like your spreadsheet just got a brain! #AI #Ollama #Searxng #OllamaCloud #UnPerplexedSpready
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Automate data research and summarization with Ollama | Matasoft - Straight-forward IT Solutions posted on the topic | LinkedIn Research data, market stats, or product trends — query the web, categorize results, and summarize automatically from a single spreadsheet. It's like your spreadsheet just got a brain! #AI #Ollama #Sea...

The only spreadsheet software that fuses LLM reasoning with open-source web search. Privacy, performance, and live accuracy in one. Bring intelligence into your spreadsheets!
#AI #LLM #Ollama #Searxng #OllamaCloud #UnPerplexedSpready
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Frustrated by inconsistent data? Our fuzzy matching engine identifies similar records with typos, missing words, or name changes. Clean up your data today: matasoft.hr/QTrendContro...
#DataQuality #FuzzyMatching #EntityResolution

#ai #llm #ollamacloud #ollama #searxng #unperplexedspready | Matasoft - Straight-forward IT Solutions Introduce intelligence into your Excel files. Your spreadsheet can now fetch global knowledge through private SearXNG search functions. #AI #LLM #OllamaCloud #Ollama #Searxng #UnPerplexedSpready https...

The spreadsheet that *searches for you* is finally real. Say goodbye to static data — hello to real-time intelligence powered by **Ollama Cloud & SearXNG**. 🧠 #AI #Ollama #OllamaCloud #Searxng #UnPerplexedSpready
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#ai #llm #ollamacloud #searxng #unperplexedspready | Matasoft - Straight-forward IT Solutions Turn raw data into instant insight. (Un)Perplexed Spready’s hybrid models connect local and cloud reasoning with trusted web results, ensuring constant relevance. #AI #LLM #OllamaCloud #Searxng #UnPer...

🚀 Be the freelancer who delivers impossible-fast rapid data classification in spreadsheets! (Un)Perplexed Spready makes you superhuman!
#AI #LLM #Superhuman #Freelance #Freelancer #Upwork #Fiverr
www.linkedin.com/posts/mataso...

#ai #llm #ollamacloud #searxng #unperplexedspready | Matasoft - Straight-forward IT Solutions Turn raw data into instant insight. (Un)Perplexed Spready’s hybrid models connect local and cloud reasoning with trusted web results, ensuring constant relevance. #AI #LLM #OllamaCloud #Searxng #UnPer...

🚀 Be the freelancer who delivers impossible-fast rapid data classification in spreadsheets! (Un)Perplexed Spready makes you superhuman!
#AI #LLM #Superhuman #Freelance #Freelancer #Upwork #Fiverr
www.linkedin.com/posts/mataso...

Unperplexed Spready integrates with Ollama Cloud for AI in spreadsheets | Matasoft - Straight-forward IT Solutions posted on the topic | LinkedIn AI in Spreadsheets: (Un)Perplexed Spready + Ollama Cloud (Un)Perplexed Spready now connects seamlessly with Ollama cloud models, bringing real-time AI automation—and secure, private search—to any spr...

Meet the future of spreadsheets: (Un)Perplexed Spready uses Ollama Cloud and Searxng to provide intelligent automation for every cell.
www.linkedin.com/posts/mataso...
#WebSearch #AI #PrivateAI #Ollama #OllamaCloud

(Un)Perplexed Spready with web search enabled Ollama models Configure web search-enabled Ollama models in (Un)Perplexed Spready. Complete tutorial for connecting SearXNG to local AI models for enhanced spreadsheet automation.

Research companies, products and other data from internet sources and insert into your spreadsheets instantly: Ollama Cloud models enhanced by live SearXNG searches make Spready a powerful research tool. #AI #LLM #Ollama #OllamaCloud #Searxng #UnPerplexedSpready
matasoft.hr/qtrendcontro...

(Un)Perplexed Spready with web search enabled Ollama models Configure web search-enabled Ollama models in (Un)Perplexed Spready. Complete tutorial for connecting SearXNG to local AI models for enhanced spreadsheet automation.

Spready’s SearXNG integration means every spreadsheet cell can enrich your analysis using current public data—fully transparent, privacy-respecting, and easy to trace to original sources. #AI #LLM #Ollama #OllamaCloud #Searxng #UnPerplexedSpready
matasoft.hr/qtrendcontro...

🎯 #Fiverr and #Upwork freelancers: Stand out with AI-powered AI-powered extraction and classification! matasoft.hr/qtrendcontro...
#AI #LLM #Fiverr #Upwork #Freelancer #Freelance #Freelancing #Spreadsheets #DataExtraction #DataCategorization #DataClassification #DataEntry

What if every Excel cell could call Perplexity PRO’s brainpower? That’s (Un)Perplexed Spready! Instant research, summaries, and classifications. matasoft.hr/qtrendcontro...
#AI #LLM #PerplexityAI

(Un)Perplexed Spready now connects spreadsheets to real-time knowledge: leverage Ollama Cloud models and SearXNG web search for deep insights inside your analysis. Stay current, stay informed. #AI #LLM #Ollama #OllamaCloud #Searxng #UnPerplexedSpready
matasoft.hr/qtrendcontro...

Tired of data wrangling? Let Spready do it for you. Download now and request a free evaluation license for instant automation!
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#AI #DataWrangling #Automation #SmartSpreadsheets #Innovation

🔥 NEW: AI-powered cells in (Un)Perplexed Spready! Revolutionary AI-powered spreadsheets for freelancers! matasoft.hr/qtrendcontro...
#AI #LLM #Innovation #Spreadsheets

Check customer reviews of our data matching services → matasoft.hr/qtrendcontro...

Local AI spreadsheet legends use (Un)Perplexed Spready and Ollama—transform raw business data instantly using models like gemma3 and qwen3, all offline! matasoft.hr/qtrendcontro...
#AI #LLM #Gemma3 #Qwen3