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Gemma is capable and open source. Hugging Face is what makes getting to it straightforward.
A web-based prototyping environment with foundation models, knowledge bases, agents, and guardrails. Public preview, two regions.
Pinecone Serverless for sub-50ms vector retrieval, Google's Gemini for grounded synthesis. A complete end-to-end Python implementation with metadata filtering.
Massive context windows, native multimodality, and structured schema outputs: how developers can build production systems on Google AI Studio.
They all install packages. Where they diverge is the shape of node_modules, and that difference has consequences for disk space and for correctness.
Moving beyond single-agent prompt loops: orchestrating multi-agent collaboration with specialized roles, tools, and sequential or hierarchical processes.
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