#Together AI11/08/2025
Where to Run DeepSeek-R1-0528: Cloud APIs, Local Builds and GPU Rentals Compared
'Practical guide to where to run DeepSeek-R1-0528: compares cloud APIs, GPU rentals, and local deployments with pricing and performance notes.'
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'Practical guide to where to run DeepSeek-R1-0528: compares cloud APIs, GPU rentals, and local deployments with pricing and performance notes.'
Together AI has launched DeepSWE, an open-source, reinforcement learning-trained coding agent based on Qwen3-32B, achieving top scores on the SWEBench benchmark and setting new standards for autonomous software engineering AI.
This guide shows how to build a semantic search and question-answering system using Together AI embeddings, FAISS vector search, and LangChain, all in a modular and efficient pipeline.