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Why do we really need Llama Stack when popular frameworks like LangChain, LangFlow, and CrewAI already exist?This is the question we get asked most often. It’s a fair one—after all, those frameworks already give developers rich tooling for retrieval-augmented generation (RAG) and agents.But we see Llama Stack as more than “another agent framework.” It’s better understood as four distinct layers:The 4 layers of Llama Stack1. Build layer (Client SDK/Toolkit)A familiar surface for building agents. Here it overlaps with LangChain, LangFlow, and CrewAI. Developers can author agents using
Why do we really need Llama Stack when popular frameworks like LangChain, LangFlow, and CrewAI already exist?This is the question we get asked most often. It’s a fair one—after all, those frameworks already give developers rich tooling for retrieval-augmented generation (RAG) and agents.But we see Llama Stack as more than “another agent framework.” It’s better understood as four distinct layers:The 4 layers of Llama Stack1. Build layer (Client SDK/Toolkit)A familiar surface for building agents. Here it overlaps with LangChain, LangFlow, and CrewAI. Developers can author agents using
The court said the defendant had also incited people to commit public nuisance, with messages calling on them to take part in rallies and demonstrations including at Hong Kong International Airport, to block roads and to paralyse the public transportation system. Various forms of protest promoted on the messaging platform included general strikes, lunchtime protests and silent sit-ins. End-to-end encryption is an important feature in messaging, as it's the first step in protecting users from surveillance. Each account can create up to 10 public channels Clear Earlier, crypto enthusiasts had created a self-described “meme app” dubbed “gm” app wherein users would greet each other with “gm” or “good morning” messages. However, in September 2021, the gm app was down after a hacker reportedly gained access to the user data.
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