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ニュース記事 602

AI Gateway adds DeepSeek Search and Fetch tools

DeepSeek Search and DeepSeek Fetch are now accessible through Vercel's AI Gateway, enabling users to find relevant web pages and retrieve their content as Markdown using a single API key. These tools work with any model supporting tool calling, support fallback search options, and are available in AI SDK versions 6.0.321 (v6) and 7.0.160 (v7). Each search or fetch request costs $0.75 per 1,000 billable requests, with no charge for failed or empty results. Usage is tracked via AI Gateway, which also supports routing, retries, and failover configurations.

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Vercel

b12176

The update qualifies calls to math functions like isnan and signbit with std:: to ensure compatibility with C++ standard library overloads, addressing issues on NetBSD 11.99.9/x86_64 with gcc 14.4.0. Additional C math function calls are standardized using std:: prefixes (e.g., std::fabs, std::copysign) instead of non-existent std::fabsf variants, improving accuracy by keeping computations in double precision. The change results in a minor behavioral difference with a relative error of at most 1.4e-7, well below test tolerances.

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llama.cpp releases

b12188

The server update addresses slot processing order by ensuring parent slots are visited before child slots, preventing delays caused by child tasks landing on lower slot IDs. This change ensures all child tasks join the same batch after being woken by their parent. Additionally, new test tags have been introduced for monitoring: __TEST_TAG_WAIT_PARENT_SLOT__ for child slot waits, __TEST_TAG_PROMPT_CACHE_RESTORE__ for prompt cache restores, and __TEST_TAG_PROMPT_CACHE_FULL_RESTORE__ when a cached prompt is fully contained in a new one based on token counts.

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llama.cpp releases

b12189

The metal backend's kernel_group_norm_f32 was updated to correctly handle tensors with ne03 > 1 and non-contiguous inputs by dispatching one threadgroup per (group, i03) pair, computing per-batch statistics, clamping group element count for incomplete groups, and supporting strided access via separate strides for source and destination. The fix also restricts GROUP_NORM to f32 inputs and improves performance through specialized pipeline variants.

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llama.cpp releases