Unclecode (Hossein)
@unclecode
Author of Crawl4AI (#1 GitHub Trending). Founder of Kidocode, SE Asia's largest tech & biz school. Leading AI research on synthetic data, AI consultant.
คุณอาจชื่นชอบ
🎉 Crawl4ai 0.7.6 is out! We just dropped Crawl4AI v0.7.6, another step toward full self-hosting. The Docker version now supports crawling hooks so you can inject your own Python functions that run inside the container. We also added webhook callbacks for async jobs, no more…
Just crawled and converted the 4.5 MB (~300 pages) Smol Training Playbook from Hugging Face into clean markdown in ≈10 seconds, using @crawl4ai, all locally on my MacBook Air. (watch the video) Two major commercial crawlers on the same page: one took ~40 s, the other timed out!…
A good template for anyone wanna build an agent that works just good
💻Deep Agents CLI Using the deepagents package, we built a simple coding CLI as an example of a coding application you could build on top of deepagents We added in a concept of memory so that it would remember instructions and guidance over time Blog: blog.langchain.com/introducing-de……
I am not unemployed and no need to be and hell yea will read this book 💪💪
Training LLMs end to end is hard. Very excited to share our new blog (book?) that cover the full pipeline: pre-training, post-training and infra. 200+ pages of what worked, what didn’t, and how to make it run reliably huggingface.co/spaces/Hugging…
Microsoft did it again! Building with AI agents almost never works on the first try. You spend days tweaking prompts, adding examples, hoping it gets better. Nothing systematic, just guesswork. This is exactly what Microsoft's Agent Lightning solves. It's an open-source…
Aardvark is fascinating but as a signal for me. It tells me OpenAI’s research team has likely reached a conclusion: it’s too hard (or not yet possible) to fix the core problem inside coding agents, building agents that can write code with full autonomy without introducing…
Now in private beta: Aardvark, an agent that finds and fixes security bugs using GPT-5. openai.com/index/introduc…
Training LLMs end to end is hard. Very excited to share our new blog (book?) that cover the full pipeline: pre-training, post-training and infra. 200+ pages of what worked, what didn’t, and how to make it run reliably huggingface.co/spaces/Hugging…
Finally one stopped this visual workflow madness and instead get an agent to build another agent in the conservational flow as intended! Well done
🤖LangSmith Agent Builder Today, we're releasing our first no-code agent builder experience to let anyone build agents It's essentially "general purpose claude code in the UI". Comes with built in memory support, allowing it to learn and adapt with you over time It is NOT a…
Data became abundant long ago. Then LLMs made intelligence abundant too. We now have endless raw material and endless factories 🏭 producing “intelligence” (LLMs + GPUs). However, something critical is missing, CONTEXT: a structured, organized, and LLM-friendly form of data that…
The web is complex, a maze where meaning hides behind noise. Crawl4AI was built for clarity before scale. Every time I fix a crawling edge case, I’m also debugging how I think about systems.
Crawl4AI processing 1.5M pages on a MacBook Air M4 32GB. No servers. No cloud. No excuses. The web looks different when you own your pipeline.
Learn LangChain! Even if you don’t want to use it, it’s a best way to get you familiar with the foundation of developing with LLM. It helps you to know how to think about AI apps.
🔥 New LangChain Academy Course: LangChain Essentials (Python & TypeScript) 🔥 Learn the basics of LangChain – our open source framework that makes it easy to start building agents with any model provider. Last week, we released LangChain 1.0. We’ve completely rewritten…
Guido, the author of your favorite language, Python, is working on a Python package for RAG! github.com/microsoft/type…
At #PyBay25, @gvanrossum demo'd a Python package for "structured RAG". During ingestion, it uses LLM to extract structured data (entities/topics/verbs) and stores in standard DB, and then retrieves by structuring the user query as well. Try it out at: github.com/microsoft/type…
HOW MANY TIME IN DAY I HAVE TO ANSWER THIS!!! Any setting to turn this off?
Spent months obsessing over Crawl4AI’s memory management. Yesterday, one of the Crawl4ai community user scraped 1M+ pages with zero failures. That’s the kind of quiet win that keeps me building. So let’s do more memory obsession!
😂😂😂👏
AI agents may be hyped, but one thing’s real, they generate and collect data. For the next few years, that’s the real gold. The goal isn’t autonomy yet, it’s building datasets from real agent–human interactions to train better future agents. LangSmith’s move is smart, a data…
🔎🤖LangSmith Insights Agent Really excited to launch our first in-product agent This agent lives inside LangSmith and combs through traces, giving you insights into: 🧑🤝🧑how users are using your agent ⁉️how your agent may be messing up 🛃{your custom insight here} The problem…
He is teasing? Right? Not serious 🤨
The security vulnerability we found in Perplexity’s Comet browser this summer is not an isolated issue. Indirect prompt injections are a systemic problem facing Comet and other AI-powered browsers. Today we’re publishing details on more security vulnerabilities we uncovered.
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