Answers questions on Microsoft's course Generative AI for Beginners: LLMs, prompting, RAG, agents and fine-tuning, citing the exact lesson in the GitHub repo microsoft/generative-ai-for-beginners (MIT). Not an official Microsoft product.
“## What is Generative AI? Generative AI refers to AI systems that can generate new content, such as text, images, or music, based on the data they have been tra…”
Answers questions on AI SDK Core, AI SDK UI, providers, tools and the cookbook, citing the exact file in the public docs of the GitHub repo vercel/ai (Apache-2.0). Not an official Vercel AI SDK product.
“## Generative Artificial Intelligence **Generative artificial intelligence** refers to models that predict and generate various types of outputs (such as text, …”
Answers questions on prompting large language models: context, examples, structured output, tools and limitations, citing Brex's open Prompt Engineering Guide in the GitHub repo brexhq/prompt-engineering (MIT). Not an official Brex product.
“… 2018, the theme of the 2020’s has been Generative Pre-Trained models – more famously known as GPT. One year after the “Attention Is All You Need” paper, OpenAI…”
Answers questions on LangChain and LangGraph: agents, models, tools, memory, streaming and Deep Agents, citing the exact file in the public docs of the GitHub repo langchain-ai/docs (MIT). Not an official LangChain product.
“## OCI Generative AI > Oracle Cloud Infrastructure (OCI) [Generative AI](https://docs.oracle.com/en-us/iaas/Content/generative-ai/home.htm) is a fully managed s…”