Christoph Michael
@christophmichael.bsky.social
Co-Founder of Quasara
Talking about artificial intelligence and how to get accurate vector representation of image and video data that can be fed into advanced AI applications - such as AI Agents.
Talking about artificial intelligence and how to get accurate vector representation of image and video data that can be fed into advanced AI applications - such as AI Agents.
🚀 Excited to launch our new website! 🌐
Explore EmbedAPI, SearchAPI, and our state-of-the-art data retrieval pipelines. Check out our simple pricing and API docs.
Visit www.quasara.io and share your thoughts!
Interested? Sign up for free or schedule a demo!
#WebsiteLaunch #AI #API
Explore EmbedAPI, SearchAPI, and our state-of-the-art data retrieval pipelines. Check out our simple pricing and API docs.
Visit www.quasara.io and share your thoughts!
Interested? Sign up for free or schedule a demo!
#WebsiteLaunch #AI #API
www.quasara
May 17, 2025 at 9:52 AM
🚀 Excited to launch our new website! 🌐
Explore EmbedAPI, SearchAPI, and our state-of-the-art data retrieval pipelines. Check out our simple pricing and API docs.
Visit www.quasara.io and share your thoughts!
Interested? Sign up for free or schedule a demo!
#WebsiteLaunch #AI #API
Explore EmbedAPI, SearchAPI, and our state-of-the-art data retrieval pipelines. Check out our simple pricing and API docs.
Visit www.quasara.io and share your thoughts!
Interested? Sign up for free or schedule a demo!
#WebsiteLaunch #AI #API
Sitting on a goldmine of documents? 📑
Enterprises have 1,000s of contracts, reports & agreements—filled with key data. Yet extracting insights is slow & manual.
What if an AI agent could do it instantly? ⚡
Extract information at lightning speed. DMs open!
#AI #Automation #AIagents #Productivity
Enterprises have 1,000s of contracts, reports & agreements—filled with key data. Yet extracting insights is slow & manual.
What if an AI agent could do it instantly? ⚡
Extract information at lightning speed. DMs open!
#AI #Automation #AIagents #Productivity
February 17, 2025 at 1:39 PM
Sitting on a goldmine of documents? 📑
Enterprises have 1,000s of contracts, reports & agreements—filled with key data. Yet extracting insights is slow & manual.
What if an AI agent could do it instantly? ⚡
Extract information at lightning speed. DMs open!
#AI #Automation #AIagents #Productivity
Enterprises have 1,000s of contracts, reports & agreements—filled with key data. Yet extracting insights is slow & manual.
What if an AI agent could do it instantly? ⚡
Extract information at lightning speed. DMs open!
#AI #Automation #AIagents #Productivity
The EU is finally announcing a major step forward investing heavily in AI, called InvestAI.
200bn€ will be mobilised to get ourselves AI factories, new models, AI hubs and a CERN for AI startups and researchers.
Kudos to that bold move!
digital-strategy.ec.europa.eu/en/news/eu-l...
200bn€ will be mobilised to get ourselves AI factories, new models, AI hubs and a CERN for AI startups and researchers.
Kudos to that bold move!
digital-strategy.ec.europa.eu/en/news/eu-l...
EU launches InvestAI initiative to mobilise €200 billion of investment in artificial intelligence
Today, at the Artificial Intelligence (AI) Action Summit in Paris, Commission President Ursula von der Leyen has launched InvestAI, an initiative to mobilise €200 billion for investment in AI, includi...
digital-strategy.ec.europa.eu
February 11, 2025 at 2:26 PM
The EU is finally announcing a major step forward investing heavily in AI, called InvestAI.
200bn€ will be mobilised to get ourselves AI factories, new models, AI hubs and a CERN for AI startups and researchers.
Kudos to that bold move!
digital-strategy.ec.europa.eu/en/news/eu-l...
200bn€ will be mobilised to get ourselves AI factories, new models, AI hubs and a CERN for AI startups and researchers.
Kudos to that bold move!
digital-strategy.ec.europa.eu/en/news/eu-l...
The AI era flips the script: Execution once ruled, but now vision shapes empires. And with AI igniting innovation in 100+ countries, the future won’t be owned by a few—it’ll be rewritten by the many. In a decade, today’s world will feel like ancient history. 🌍🚀 #AI #GenerativeAI #AIAgents #agenticAI
February 6, 2025 at 12:49 PM
The AI era flips the script: Execution once ruled, but now vision shapes empires. And with AI igniting innovation in 100+ countries, the future won’t be owned by a few—it’ll be rewritten by the many. In a decade, today’s world will feel like ancient history. 🌍🚀 #AI #GenerativeAI #AIAgents #agenticAI
AI Progress Is Compressing
Breakthroughs once took years. Now? Weeks?
🔹 GPT-4 → matched by Claude 3 in 366 days
🔹 GPT-4.0 Deep Reasoning → matched by Gemini 2 in 141 days
🔹 DeepSeek v2 → matched in just 41 days
At this pace, the next AI leap might drop before your next coffee. ☕
#AIinnovation
Breakthroughs once took years. Now? Weeks?
🔹 GPT-4 → matched by Claude 3 in 366 days
🔹 GPT-4.0 Deep Reasoning → matched by Gemini 2 in 141 days
🔹 DeepSeek v2 → matched in just 41 days
At this pace, the next AI leap might drop before your next coffee. ☕
#AIinnovation
January 31, 2025 at 7:40 AM
AI Progress Is Compressing
Breakthroughs once took years. Now? Weeks?
🔹 GPT-4 → matched by Claude 3 in 366 days
🔹 GPT-4.0 Deep Reasoning → matched by Gemini 2 in 141 days
🔹 DeepSeek v2 → matched in just 41 days
At this pace, the next AI leap might drop before your next coffee. ☕
#AIinnovation
Breakthroughs once took years. Now? Weeks?
🔹 GPT-4 → matched by Claude 3 in 366 days
🔹 GPT-4.0 Deep Reasoning → matched by Gemini 2 in 141 days
🔹 DeepSeek v2 → matched in just 41 days
At this pace, the next AI leap might drop before your next coffee. ☕
#AIinnovation
🚀 Rapid Prototyping Agentic AI 🚀
AI moves fast—too fast for long development cycles. At Quasara, we receive ever more requests for rapid experimentation with AI agents, RAGs, and unstructured data. We run the tech stack needed to test ideas before investing.
#AI #AgenticSystems #RAGs #Prototyping
AI moves fast—too fast for long development cycles. At Quasara, we receive ever more requests for rapid experimentation with AI agents, RAGs, and unstructured data. We run the tech stack needed to test ideas before investing.
#AI #AgenticSystems #RAGs #Prototyping
January 30, 2025 at 9:06 AM
🚀 Rapid Prototyping Agentic AI 🚀
AI moves fast—too fast for long development cycles. At Quasara, we receive ever more requests for rapid experimentation with AI agents, RAGs, and unstructured data. We run the tech stack needed to test ideas before investing.
#AI #AgenticSystems #RAGs #Prototyping
AI moves fast—too fast for long development cycles. At Quasara, we receive ever more requests for rapid experimentation with AI agents, RAGs, and unstructured data. We run the tech stack needed to test ideas before investing.
#AI #AgenticSystems #RAGs #Prototyping
This women does not exist.
As AI-generated images are getting near-perfect, there is no way to distinguish reality from fake anymore on the internet.
We have to even stronger rely on and put trust in institutions and organisations that do thorough fact checking before sharing unfiltered BS.
As AI-generated images are getting near-perfect, there is no way to distinguish reality from fake anymore on the internet.
We have to even stronger rely on and put trust in institutions and organisations that do thorough fact checking before sharing unfiltered BS.
January 8, 2025 at 12:35 PM
This women does not exist.
As AI-generated images are getting near-perfect, there is no way to distinguish reality from fake anymore on the internet.
We have to even stronger rely on and put trust in institutions and organisations that do thorough fact checking before sharing unfiltered BS.
As AI-generated images are getting near-perfect, there is no way to distinguish reality from fake anymore on the internet.
We have to even stronger rely on and put trust in institutions and organisations that do thorough fact checking before sharing unfiltered BS.
As 2024 wraps up in Munich, we’re reflecting on a year of AI progress! 🚀
In 2025, our focus is clear: empowering agentic systems with accurate vector representations for impactful enterprise use.
Team Quasara wishes all its customers, partners, & followers a joyful holiday season! 🎄🎉
In 2025, our focus is clear: empowering agentic systems with accurate vector representations for impactful enterprise use.
Team Quasara wishes all its customers, partners, & followers a joyful holiday season! 🎄🎉
December 24, 2024 at 10:05 AM
As 2024 wraps up in Munich, we’re reflecting on a year of AI progress! 🚀
In 2025, our focus is clear: empowering agentic systems with accurate vector representations for impactful enterprise use.
Team Quasara wishes all its customers, partners, & followers a joyful holiday season! 🎄🎉
In 2025, our focus is clear: empowering agentic systems with accurate vector representations for impactful enterprise use.
Team Quasara wishes all its customers, partners, & followers a joyful holiday season! 🎄🎉
The team at esa has published their work on dense vector embeddings of the Major-TOM dataset.
Check it out here:
arxiv.org/abs/2412.05600
I‘ll put the dataset links in the clmments below.
#earthobservation
#satelliterasterimages
#Major-TOM
#vectorembeddings
#vectorspace
Check it out here:
arxiv.org/abs/2412.05600
I‘ll put the dataset links in the clmments below.
#earthobservation
#satelliterasterimages
#Major-TOM
#vectorembeddings
#vectorspace
Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space
With the ever-increasing volumes of the Earth observation data present in the archives of large programmes such as Copernicus, there is a growing need for efficient vector representations of the under...
arxiv.org
December 10, 2024 at 6:57 PM
The team at esa has published their work on dense vector embeddings of the Major-TOM dataset.
Check it out here:
arxiv.org/abs/2412.05600
I‘ll put the dataset links in the clmments below.
#earthobservation
#satelliterasterimages
#Major-TOM
#vectorembeddings
#vectorspace
Check it out here:
arxiv.org/abs/2412.05600
I‘ll put the dataset links in the clmments below.
#earthobservation
#satelliterasterimages
#Major-TOM
#vectorembeddings
#vectorspace
Beneath Munich’s snowy light,
St. Nicholas mused this frosty night:
In 2025, AI will grow,
Healing, creating, and helping so.
Yet with its power, let wisdom steer,
For its heart lies in what humans hold dear.
Bright futures bloom—be bold, sincere.
St. Nicholas mused this frosty night:
In 2025, AI will grow,
Healing, creating, and helping so.
Yet with its power, let wisdom steer,
For its heart lies in what humans hold dear.
Bright futures bloom—be bold, sincere.
December 6, 2024 at 2:28 PM
Beneath Munich’s snowy light,
St. Nicholas mused this frosty night:
In 2025, AI will grow,
Healing, creating, and helping so.
Yet with its power, let wisdom steer,
For its heart lies in what humans hold dear.
Bright futures bloom—be bold, sincere.
St. Nicholas mused this frosty night:
In 2025, AI will grow,
Healing, creating, and helping so.
Yet with its power, let wisdom steer,
For its heart lies in what humans hold dear.
Bright futures bloom—be bold, sincere.
Agentic RAGs are everywhere these days. However, my informed gut feeling tells me everybody is talking about 100% text/audio based agents.
Has anyone seen agentic RAGs being built based on image or video data as well?
#AI #RAG #vectorspace #agenticsystems
Has anyone seen agentic RAGs being built based on image or video data as well?
#AI #RAG #vectorspace #agenticsystems
December 5, 2024 at 12:22 PM
Agentic RAGs are everywhere these days. However, my informed gut feeling tells me everybody is talking about 100% text/audio based agents.
Has anyone seen agentic RAGs being built based on image or video data as well?
#AI #RAG #vectorspace #agenticsystems
Has anyone seen agentic RAGs being built based on image or video data as well?
#AI #RAG #vectorspace #agenticsystems
Interesting predictions on AI from CEO and founder of Hugging Face, Clem Delangue:
www.linkedin.com/posts/clemen...
www.linkedin.com/posts/clemen...
Clem Delangue 🤗 on LinkedIn: Six predictions for AI in 2025 (and a review of how my 2024 predictions… | 30 comments
Six predictions for AI in 2025 (and a review of how my 2024 predictions turned out):
- There will be the first major public protest related to AI
- A big… | 30 comments on LinkedIn
www.linkedin.com
December 2, 2024 at 2:41 PM
Interesting predictions on AI from CEO and founder of Hugging Face, Clem Delangue:
www.linkedin.com/posts/clemen...
www.linkedin.com/posts/clemen...
My colleague and co-founder Andrei published an article on „The Vectoriser“ - a key component in building any AI system of great future.
Recommended read on:
www.linkedin.com/pulse/vector...
Recommended read on:
www.linkedin.com/pulse/vector...
The Vectoriser - Transforming Visual Data for AI at Scale
Introduction In fields like autonomous driving, aerial surveillance, medical imaging, and manufacturing, there is an ever-growing need to process vast amounts of visual data. Industries are generating...
www.linkedin.com
November 28, 2024 at 3:09 PM
My colleague and co-founder Andrei published an article on „The Vectoriser“ - a key component in building any AI system of great future.
Recommended read on:
www.linkedin.com/pulse/vector...
Recommended read on:
www.linkedin.com/pulse/vector...
Just arrived back in Munich after a long drive, having a 2 hours chat with an AI system. Tackling marketing, biz dev tasks, learning about agentic AIs and practicing a foreign language.
Who knew road trips could be this enlightening and entertaining? #OnTheGo #MunichJourney #AItogo
Who knew road trips could be this enlightening and entertaining? #OnTheGo #MunichJourney #AItogo
November 27, 2024 at 9:16 PM
Just arrived back in Munich after a long drive, having a 2 hours chat with an AI system. Tackling marketing, biz dev tasks, learning about agentic AIs and practicing a foreign language.
Who knew road trips could be this enlightening and entertaining? #OnTheGo #MunichJourney #AItogo
Who knew road trips could be this enlightening and entertaining? #OnTheGo #MunichJourney #AItogo
🚀 We’ve launched our Semantic Search Frontend on Hugging Face! Explore the MajorTom dataset of ESA as well as the WayveScenes dataset.
Query satellite or AV data with ease using natural language! 🌍 Dive into AI, RAG, & deep memory.
Try it now:
huggingface.co/spaces/quasa...
#AI #ESA #DataScience
Query satellite or AV data with ease using natural language! 🌍 Dive into AI, RAG, & deep memory.
Try it now:
huggingface.co/spaces/quasa...
#AI #ESA #DataScience
Quasara Semantic Search Engine - a Hugging Face Space by quasara-io
Discover amazing ML apps made by the community
huggingface.co
November 26, 2024 at 10:40 AM
🚀 We’ve launched our Semantic Search Frontend on Hugging Face! Explore the MajorTom dataset of ESA as well as the WayveScenes dataset.
Query satellite or AV data with ease using natural language! 🌍 Dive into AI, RAG, & deep memory.
Try it now:
huggingface.co/spaces/quasa...
#AI #ESA #DataScience
Query satellite or AV data with ease using natural language! 🌍 Dive into AI, RAG, & deep memory.
Try it now:
huggingface.co/spaces/quasa...
#AI #ESA #DataScience
🌍 Major-TOM North America embeddings are now open source! 🚀
Search satellite imagery with natural language. Empower ML and boost geospatial innovation.
Use cases: online learning, agentic RAG, edge cases.
Join us on HuggingFace! #OpenSource #Geospatial #earthobservation
huggingface.co/quasara-io
Search satellite imagery with natural language. Empower ML and boost geospatial innovation.
Use cases: online learning, agentic RAG, edge cases.
Join us on HuggingFace! #OpenSource #Geospatial #earthobservation
huggingface.co/quasara-io
quasara-io (Quasara)
We love vector embeddings.
huggingface.co
November 25, 2024 at 8:24 AM
🌍 Major-TOM North America embeddings are now open source! 🚀
Search satellite imagery with natural language. Empower ML and boost geospatial innovation.
Use cases: online learning, agentic RAG, edge cases.
Join us on HuggingFace! #OpenSource #Geospatial #earthobservation
huggingface.co/quasara-io
Search satellite imagery with natural language. Empower ML and boost geospatial innovation.
Use cases: online learning, agentic RAG, edge cases.
Join us on HuggingFace! #OpenSource #Geospatial #earthobservation
huggingface.co/quasara-io
Vector embeddings meets contemporary art...
Who would've thought this could be a great application of the latest transformer models? 💡❤️
www.linkedin.com/feed/update/...
#vectorembeddings #contemporaryart #ai
Who would've thought this could be a great application of the latest transformer models? 💡❤️
www.linkedin.com/feed/update/...
#vectorembeddings #contemporaryart #ai
Marius Pașculea on LinkedIn: #arttech #innovation #ai #computervision #contemporaryart…
KULTH’s mission is to enhance the intellectual engagement and immersive experiences of the art-curious as they explore contemporary artworks in galleries and…
www.linkedin.com
November 22, 2024 at 12:04 PM
Vector embeddings meets contemporary art...
Who would've thought this could be a great application of the latest transformer models? 💡❤️
www.linkedin.com/feed/update/...
#vectorembeddings #contemporaryart #ai
Who would've thought this could be a great application of the latest transformer models? 💡❤️
www.linkedin.com/feed/update/...
#vectorembeddings #contemporaryart #ai
Had a great time at the Munich AI, ML & Computer Vision Meetup at Macromedia Hochschule! 🚀 Insightful presentations on #autonomousdriving and the latest in AI, ML, & computer vision. Thanks to Darius Burschka, Stefano Gasperini, Daniel Gural, Tin Sohn & Harpreet Sahota for an amazing evening! #AI
November 21, 2024 at 10:33 AM
Had a great time at the Munich AI, ML & Computer Vision Meetup at Macromedia Hochschule! 🚀 Insightful presentations on #autonomousdriving and the latest in AI, ML, & computer vision. Thanks to Darius Burschka, Stefano Gasperini, Daniel Gural, Tin Sohn & Harpreet Sahota for an amazing evening! #AI
AI is feeding on vector embeddings to revolutionise how we interact with image, video and text data collected.
Check out why this is important: 👀
www.linkedin.com/pulse/why-ve...
#vectorembeddings #artificialintelligence #vectorspace #embedAI #vectorisation #AIsearchsystems
Check out why this is important: 👀
www.linkedin.com/pulse/why-ve...
#vectorembeddings #artificialintelligence #vectorspace #embedAI #vectorisation #AIsearchsystems
Discover thousands of collaborative articles on 2500+ skills
Discover 100 collaborative articles on domains such as Marketing, Public Administration, and Healthcare. Our expertly curated collection combines AI-generated content with insights and advice from ind...
www.linkedin.com
November 19, 2024 at 9:38 PM
AI is feeding on vector embeddings to revolutionise how we interact with image, video and text data collected.
Check out why this is important: 👀
www.linkedin.com/pulse/why-ve...
#vectorembeddings #artificialintelligence #vectorspace #embedAI #vectorisation #AIsearchsystems
Check out why this is important: 👀
www.linkedin.com/pulse/why-ve...
#vectorembeddings #artificialintelligence #vectorspace #embedAI #vectorisation #AIsearchsystems