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matasoft.bsky.social
Matasoft
@matasoft.bsky.social
Fuzzy data matching, entity resolution, data science, data analytics
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Are you struggling with messy datasets? Look no further than Matasoft's cutting-edge fuzzy data matching, deduplication, and entity resolution services, expertly provided by Zlatko Matić.

#entity-resolution #EntityResolution #FuzzyMatch #fuzzy-match #fuzzy-matching

matasoft.hr/qtrendcontro...
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 #AI
www.linkedin.com/posts/mataso...
#humanpotential #automatetheboringstuff #aisolution #aiworkflow #aitools #aiformula #spreadsheetai #ai #llm #websearch #searxng #perplexityai #ollama #ollamacloud #taxonomy #attributeextraction… | Mat...
Stop being a human VLOOKUP and copy/paste machine. Your brain is for strategy, not searching column Z for the 1000th time. Delegate the drudgery to AI. #HumanPotential #AutomateTheBoringStuff #AISolut...
www.linkedin.com
January 21, 2026 at 6:17 PM
Reposted by Matasoft
Z AI’s GLM-4.7-Flash (open-weight)

30B MoE with 3B active LLM balances high performance with efficiency, making it the perfect lightweight deployment option.
January 20, 2026 at 3:29 PM
Reposted by Matasoft
my favorite local model is now available in a size more appropriate for a more typical mid-tier hardware: 30B-A3B MoE

This is more accessible to run with a large context & high precision than the big model. You can start with as little as 8GB of VRAM when quantized.

huggingface.co/zai-org/GLM-...
zai-org/GLM-4.7-Flash · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
January 19, 2026 at 6:11 PM
Reposted by Matasoft
GLM-4.7-Flash — a 30B-A3B

Fits on a Macbook, does phenomenal on agentic & coding benchmarks

huggingface.co/zai-org/GLM-...
January 19, 2026 at 9:29 PM
Reposted by Matasoft
Zhipu just released a powerful lightweight option of GLM 4.7

✨ 30B total/3B active - MoE
huggingface.co/zai-org/GLM-...
January 19, 2026 at 4:30 PM
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 #AI
www.linkedin.com/posts/mataso...
#killerapp #timesaver #datahell #aisolution #aiworkflow #aitools #aiformula #spreadsheetai #ai #llm #websearch #searxng #perplexityai #ollama #ollamacloud #taxonomy #attributeextraction… | Matasoft - ...
"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 #TimeSav...
www.linkedin.com
January 19, 2026 at 9:08 PM
The bottleneck isn't data; it's the time to understand data. This tool uses AI to bridge that gap, turning raw textual cell data into structured insight at scale. #Bottleneck #KillerApp #TimeSaver #DataHell #AISolution #AIWorkflow #AITools #AIFormula #SpreadsheetAI
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...
matasoft.hr
January 19, 2026 at 6:15 PM
"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

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...
matasoft.hr
January 19, 2026 at 11:56 AM
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
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...
matasoft.hr
January 18, 2026 at 11:01 PM
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
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...
matasoft.hr
January 18, 2026 at 8:09 PM
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
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...
matasoft.hr
January 18, 2026 at 1:40 PM
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 #AI

matasoft.hr/QTrendContro...
January 18, 2026 at 12:33 PM
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.
#AI #PerplexityAI #Ollama
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...
matasoft.hr
January 18, 2026 at 10:36 AM
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 #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula
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...
matasoft.hr
January 17, 2026 at 7:24 PM
Reposted by Matasoft
Stop doomscrolling to find people to interact with! #SkyPilot's Auto-Engage helps you find and like relevant posts in your niche automatically—and safely. Build awareness while you sleep!

#Bluesky #Growth #SocialMediaAutomation #MarketingTips #Promosky #ContentCreator #Success #BuildInPublic
How to Grow Your Reach With Auto-Engage
We all know the golden rule of social media growth: You have to give engagement to get engagement. If you sit back and wait for people to discover your posts, …
skypilot.social
January 16, 2026 at 3:45 PM
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.
#AI #LLM #OllamaCloud

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.
matasoft.hr
January 17, 2026 at 6:29 PM