Walid 🦋
@walidev.bsky.social
💡 Certified in #AI | 🚀 #Crypto & #Web3 Enthusiast | #OSINT Lover ❤️ | Sharing insights on the future of tech, finance, and digital innovation 💻 Follow for updates in AI, blockchain, and beyond !
5️⃣ Big challenges remain ⚠️
User-friendliness, interoperability, and privacy are hurdles that need to be addressed before agents can truly thrive.
An exciting leap forward, but there’s still work to do.
👉 www.kaggle.com/whitepaper-a...
What’s your take on this AI evolution? 💭
User-friendliness, interoperability, and privacy are hurdles that need to be addressed before agents can truly thrive.
An exciting leap forward, but there’s still work to do.
👉 www.kaggle.com/whitepaper-a...
What’s your take on this AI evolution? 💭
Agents
Authors: Julia Wiesinger, Patrick Marlow and Vladimir Vuskovic
www.kaggle.com
January 5, 2025 at 8:43 AM
5️⃣ Big challenges remain ⚠️
User-friendliness, interoperability, and privacy are hurdles that need to be addressed before agents can truly thrive.
An exciting leap forward, but there’s still work to do.
👉 www.kaggle.com/whitepaper-a...
What’s your take on this AI evolution? 💭
User-friendliness, interoperability, and privacy are hurdles that need to be addressed before agents can truly thrive.
An exciting leap forward, but there’s still work to do.
👉 www.kaggle.com/whitepaper-a...
What’s your take on this AI evolution? 💭
4️⃣ Building agents is getting easier 💡
Platforms like LangChain and Vertex AI make it simpler to design and deploy agents, even for complex tasks.
Platforms like LangChain and Vertex AI make it simpler to design and deploy agents, even for complex tasks.
January 5, 2025 at 8:43 AM
4️⃣ Building agents is getting easier 💡
Platforms like LangChain and Vertex AI make it simpler to design and deploy agents, even for complex tasks.
Platforms like LangChain and Vertex AI make it simpler to design and deploy agents, even for complex tasks.
3️⃣ Tools make all the difference 🛠️
APIs, databases, and real-time data give agents superpowers. They’re no longer limited to answering questions—they can take action.
APIs, databases, and real-time data give agents superpowers. They’re no longer limited to answering questions—they can take action.
January 5, 2025 at 8:43 AM
3️⃣ Tools make all the difference 🛠️
APIs, databases, and real-time data give agents superpowers. They’re no longer limited to answering questions—they can take action.
APIs, databases, and real-time data give agents superpowers. They’re no longer limited to answering questions—they can take action.
2️⃣ Success depends on the setup 🔧
Effective agents require three key components:
A smart model for decision-making,
Tools to interact with the real world,
A system to manage planning and execution.
Effective agents require three key components:
A smart model for decision-making,
Tools to interact with the real world,
A system to manage planning and execution.
January 5, 2025 at 8:43 AM
2️⃣ Success depends on the setup 🔧
Effective agents require three key components:
A smart model for decision-making,
Tools to interact with the real world,
A system to manage planning and execution.
Effective agents require three key components:
A smart model for decision-making,
Tools to interact with the real world,
A system to manage planning and execution.
1️⃣ Agents are AI on steroids 🚀
They go beyond standard models by using tools, making plans, and taking actions—similar to how humans solve problems.
They go beyond standard models by using tools, making plans, and taking actions—similar to how humans solve problems.
January 5, 2025 at 8:43 AM
1️⃣ Agents are AI on steroids 🚀
They go beyond standard models by using tools, making plans, and taking actions—similar to how humans solve problems.
They go beyond standard models by using tools, making plans, and taking actions—similar to how humans solve problems.
Github repo : github.com/microsoft/ma...
GitHub - microsoft/markitdown: Python tool for converting files and office documents to Markdown.
Python tool for converting files and office documents to Markdown. - microsoft/markitdown
github.com
January 2, 2025 at 5:32 PM
Github repo : github.com/microsoft/ma...