@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.
🚀 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
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
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...
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
🚀 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
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 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! 🎄🎉
huggingface.co/datasets/Maj...
huggingface.co/datasets/Maj...
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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
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.
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
Interesting predictions on AI from CEO and founder of Hugging Face, Clem Delangue:
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...
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
🚀 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
For the sake of speed, we used an open source CLIP model with one of our smart chunking algorithm to make sure to find small details.
Next step could be finetuning or reranking to optimise the search results.
🌍 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
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
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