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Christoph Michael

@christophmichael

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.

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18.11.2024
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Latest posts by Christoph Michael @christophmichael

πŸš€ 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

17.05.2025 09:52 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Sitting on a goldmine of documents? πŸ“‘

Enterprises have 1,000s of contracts, reports & agreementsβ€”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

17.02.2025 13:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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...

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...

11.02.2025 14:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

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 fewβ€”it’ll be rewritten by the many. In a decade, today’s world will feel like ancient history. πŸŒπŸš€ #AI #GenerativeAI #AIAgents #agenticAI

06.02.2025 12:49 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

AI Progress Is Compressing

Breakthroughs once took years. Now? Weeks?

πŸ”Ή GPT-4 β†’ matched by Claude 3 in 366 days
πŸ”Ή GPT-4.0 Deep Reasoning β†’ matched by Gemini 2 in 141 days
πŸ”Ή DeepSeek v2 β†’ matched in just 41 days

At this pace, the next AI leap might drop before your next coffee. β˜•

#AIinnovation

31.01.2025 07:40 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

πŸš€ Rapid Prototyping Agentic AI πŸš€

AI moves fastβ€”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

30.01.2025 09:06 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Post image Post image Post image Post image

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.

08.01.2025 12:35 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

As 2024 wraps up in Munich, we’re reflecting on a year of AI progress! πŸš€

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! πŸŽ„πŸŽ‰

24.12.2024 10:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Major-TOM/Core-S2L1C-SSL4EO Β· Datasets at Hugging Face We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co/datasets/Maj...

huggingface.co/datasets/Maj...

huggingface.co/datasets/Maj...

huggingface.co/datasets/Maj...

10.12.2024 18:58 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
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...

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

Iβ€˜ll put the dataset links in the clmments below.

#earthobservation
#satelliterasterimages
#Major-TOM
#vectorembeddings
#vectorspace

10.12.2024 18:57 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Post image

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 bloomβ€”be bold, sincere.

06.12.2024 14:28 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

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

05.12.2024 12:22 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Clem Delangue πŸ€— 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

Interesting predictions on AI from CEO and founder of Hugging Face, Clem Delangue:

www.linkedin.com/posts/clemen...

02.12.2024 14:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
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...

My colleague and co-founder Andrei published an article on β€žThe Vectoriserβ€œ - a key component in building any AI system of great future.

Recommended read on:
www.linkedin.com/pulse/vector...

28.11.2024 15:09 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

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

27.11.2024 21:16 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Quasara Semantic Search Engine - a Hugging Face Space by quasara-io Discover amazing ML apps made by the community

πŸš€ 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

26.11.2024 10:40 πŸ‘ 7 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

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.

25.11.2024 14:36 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
quasara-io (Quasara) We love vector embeddings.

🌍 Major-TOM North America embeddings are now open source! πŸš€

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

25.11.2024 08:24 πŸ‘ 32 πŸ” 8 πŸ’¬ 2 πŸ“Œ 0
Preview
Marius PaΘ™culea 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…

Vector embeddings meets contemporary art...

Who would've thought this could be a great application of the latest transformer models? πŸ’‘β€οΈ

www.linkedin.com/feed/update/...

#vectorembeddings #contemporaryart #ai

22.11.2024 12:04 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Had a great time at the Munich AI, ML & Computer Vision Meetup at Macromedia Hochschule! πŸš€ 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

21.11.2024 10:33 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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...

AI is feeding on vector embeddings to revolutionise how we interact with image, video and text data collected.

Check out why this is important: πŸ‘€

www.linkedin.com/pulse/why-ve...

#vectorembeddings #artificialintelligence #vectorspace #embedAI #vectorisation #AIsearchsystems

19.11.2024 21:04 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0