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DeepSeek V4 Ignites on Huawei Chips: China's AI
3 April 2026Artificial Intelligence

DeepSeek V4 Ignites on Huawei Chips: China's AI

DeepSeek's V4 AI model has launched with exclusive early optimization for Huawei's Ascend chips, bypassing U.S. giants like Nvidia and AMD. This strategic pivot denies pre-release access to foreign chipmakers while granting Huawei weeks to fine-tune V4, accelerating China's self-reliant AI ecosystem amid U.S. export bans. V4's multimodal capabilities on Ascend hardware narrow the performance gap with Nvidia's H100, boosting domestic innovation and challenging global supply chains.

A Practical Benchmark of Vector Databases for RAG
5 March 2026Artificial Intelligence

A Practical Benchmark of Vector Databases for RAG

After testing Pinecone, Weaviate, Milvus, and Qdrant with 100K documents, Qdrant proved the winner. While Pinecone was easy but costly (upwards of $750/mo), Weaviate struggled with slow updates, and Milvus required heavy infrastructure. Qdrant stood out for its speed, built-in UI, and quantization features that cut memory usage by 60%, offering the best balance of performance and cost-efficiency for RAG applications.

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