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Data Modelisation

@data_and_AI

Data Modelisation reposted

Cursor hype is real, and it's definitely the best AI-powered IDE for SWE. Here are some examples that show the true power of Cursor. 🔖 Bookmark this for future reference, as I will keep updating it if I find something new.

ai_for_success's tweet image. Cursor hype is real, and it's definitely the best AI-powered IDE for SWE.
Here are some examples that show the true power of Cursor.

🔖 Bookmark this for future reference, as I will keep updating it if I find something new.

Data Modelisation reposted

CAP, BASE, SOLID, KISS, What do these acronyms mean? The diagram below explains the common acronyms in system designs. 🔹 CAP CAP theorem states that any distributed data store can only provide two of the following three guarantees: 1. Consistency - Every read receives the most…


Data Modelisation reposted

Top 12 Tips for API Security - Use HTTPS - Use OAuth2 - Use WebAuthn - Use Leveled API Keys - Authorization - Rate Limiting - API Versioning - Whitelisting - Check OWASP API Security Risks - Use API Gateway - Error Handling - Input Validation -- Subscribe to our weekly…


Data Modelisation reposted

I got access to gpt-4 vision this morning. Ran a few specific trading examples and analyzed different charts. and some of the results are just really good! 😃 1/ pattern recognition

daaniyaan's tweet image. I got access to gpt-4 vision this morning.
Ran a few specific trading examples and analyzed different charts.
and some of the results are just really good! 😃

1/ pattern recognition
daaniyaan's tweet image. I got access to gpt-4 vision this morning.
Ran a few specific trading examples and analyzed different charts.
and some of the results are just really good! 😃

1/ pattern recognition
daaniyaan's tweet image. I got access to gpt-4 vision this morning.
Ran a few specific trading examples and analyzed different charts.
and some of the results are just really good! 😃

1/ pattern recognition

Data Modelisation reposted

How does Docker Work? Is Docker still relevant? We just made a video on this topic. Docker's architecture comprises three main components: 🔹 Docker Client This is the interface through which users interact. It communicates with the Docker daemon. 🔹 Docker Host Here, the…


🚀 Excited about the power of prompt engineering! . From zero-shot to chain-of-thought prompts, it's incredible to see the impact of specificity and detail. shorturl.at/oBCLT 🌐 #AI #PromptEngineering #ChatGPT


Data Modelisation reposted

SQL, NoSQL, or something else — how do you decide which database? The performance of your application can suffer if you choose the incorrect database type, and going back on a bad choice can be time-consuming and expensive. Before we dive into the factors to take into account…

NikkiSiapno's tweet image. SQL, NoSQL, or something else — how do you decide which database?

The performance of your application can suffer if you choose the incorrect database type, and going back on a bad choice can be time-consuming and expensive.

Before we dive into the factors to take into account…

Data Modelisation reposted

LLMs can hallucinate and lie. They can be jailbroken by weird suffixes. They memorize training data and exhibit biases. 🧠 We shed light on all of these phenomena with a new approach to AI transparency. 🧵 Website: ai-transparency.org Paper: arxiv.org/abs/2310.01405

andyzou_jiaming's tweet image. LLMs can hallucinate and lie. They can be jailbroken by weird suffixes. They memorize training data and exhibit biases.

🧠 We shed light on all of these phenomena with a new approach to AI transparency. 🧵

Website: ai-transparency.org
Paper: arxiv.org/abs/2310.01405

🚀 Excited to dive into my latest project! 🐍✨ Join me on this adventure exploring the power of LLM models using GPT4ALL and LangChain framework. 🌟 Discover the magic of querying local documents of the Obsidian shorturl.at/kpvI0 🚀🔍 #GPT4ALL #LangChain #AI #Chatbot 🤖🔮


🗣️Now you can speak to ChatGPT — and it will talk back. edition.cnn.com/2023/09/25/tec…


Data Modelisation reposted

So many companies are building Q&A over their company docs/knowledge sources. Chat LangChain makes it really easy to try it for yourself. Especially as a fun weekend hacking project 👩🏽‍💻 github.com/langchain-ai/c…


Data Modelisation reposted

Llama 2 outperforms GPT-3.5 on long contexts! 🤯 @AIatMeta silently released Long Llama, a series of new Llama 2 models with up to 32k context. 🏆 Long Llama 2 70B is on par with @OpenAI GPT-4 for summarization and outperforms GPT-3.5 16k on 7/10 long context tasks! 🧶

_philschmid's tweet image. Llama 2 outperforms GPT-3.5 on long contexts! 🤯 @AIatMeta silently released Long Llama, a series of new Llama 2 models with up to 32k context. 

🏆 Long Llama 2 70B is on par with @OpenAI GPT-4 for summarization and outperforms GPT-3.5 16k on 7/10 long context tasks! 

🧶

Data Modelisation reposted

New post: Emerging architectures for LLM applications We compiled a reference stack for developers building apps on top of LLMs, focused especially on in-context learning With @rajko_rad a16z.com/2023/06/20/eme…


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