{"id":13652,"date":"2026-10-20T23:22:45","date_gmt":"2026-10-20T15:22:45","guid":{"rendered":"https:\/\/infernews.com\/blog\/deepseek-recipe\/"},"modified":"2026-10-20T23:24:24","modified_gmt":"2026-10-20T15:24:24","slug":"deepseek-recipe","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deepseek-recipe\/","title":{"rendered":"Deepseek Recipe \u5e6b\u672c\u5730\u63a8\u8ad6\u5f8c\u7aef\u9023\u63a5\u591a\u683c\u5f0f API"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/deepseek-recipe-API.jpg\" alt=\"DeepSeek\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u60f3\u81ea\u5efa DeepSeek \u63a8\u8ad6\u670d\u52d9\u5605\u958b\u767c\u8005\u4f86\u8aaa\uff0c\u6700\u982d\u75db\u5f80\u5f80\u5514\u4fc2\u6a21\u578b\u672c\u8eab\uff0c\u800c\u4fc2\u9ede\u6a23\u4ee4\u81ea\u5bb6\u5f8c\u7aef\u517c\u5bb9\u5916\u754c\u5404\u7a2e API \u683c\u5f0f\u3002deepseek-recipe \u5c31\u4fc2\u91dd\u5c0d\u5462\u500b\u75db\u9ede\u800c\u4f86\u2014\u2014\u5b83\u7528 Rust \u5beb\u6838\u5fc3\u908f\u8f2f\uff0c\u518d\u63d0\u4f9b Python bindings\uff0c\u5c08\u9580\u8ca0\u8cac\u5c07 Messages\u3001Chat Completions \u540c Responses \u4e09\u7a2e\u4e3b\u6d41\u8acb\u6c42\u683c\u5f0f\u7d71\u4e00\u8f49\u63db\u6210 DeepSeek \u5167\u90e8\u5605 Conversation \u7d50\u69cb\uff0c\u518d\u6e32\u67d3\u6210\u6a21\u578b\u8b58\u8b80\u5605 prompt\uff0c\u6700\u5f8c\u7528\u9644\u5e36\u5605 tokenizer \u7de8\u78bc\u6210 token ID\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5462\u500b\u5eab\u5b9a\u4f4d\u76f8\u7576\u6e05\u6670\uff1a\u4f62\u53ea\u8655\u7406\u683c\u5f0f\u8f49\u63db\u540c prompt \u62fc\u88dd\uff0c\u6a21\u578b\u63a8\u8ad6\u3001\u5de5\u5177\u57f7\u884c\u3001HTTP \u50b3\u8f38\u5462\u5572\u90fd\u4ea4\u8fd4\u4ffe\u547c\u53eb\u65b9\u81ea\u5df1\u8ca0\u8cac\u3002\u63db\u53e5\u8a71\u8b1b\uff0c\u958b\u767c\u8005\u53ef\u4ee5\u63c0\u4efb\u4f55\u63a8\u8ad6\u5f15\u64ce\uff0c\u518d\u55ba\u5916\u9762\u642d\u4e00\u5c64 recipe \u505a\u300c\u7ffb\u8b6f\u54e1\u300d\uff0c\u5481\u5c31\u53ef\u4ee5\u7528\u540c\u4e00\u500b\u5f8c\u7aef\u6490\u8d77\u591a\u500b\u5c0d\u5916 API \u7aef\u9ede\u3002\u5c0d\u65bc\u6b63\u5728\u5f9e Ollama\u3001vLLM \u6216\u81ea\u5bb6 CUDA \u670d\u52d9\u904e\u6e21\u5230 DeepSeek \u6a21\u578b\u5605\u5718\u968a\u569f\u8b1b\uff0c\u7b49\u65bc\u6173\u5497\u5927\u91cf\u91cd\u8907\u958b\u767c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u5c0d DeepSeek V4 \u540c V4.1 \u6709\u91dd\u5c0d\u6027\u8655\u7406\uff1aV4.1 \u652f\u63f4\u5716\u50cf\uff08\u6703\u7528 OpenCV \u9810\u8655\u7406\uff09\uff0cV4 \u5247\u6703\u628a\u5716\u7247\u66ff\u63db\u6210 <code>[Unsupported Image]<\/code> \u5b57\u4e32\uff0c\u907f\u514d\u4e0b\u6e38\u51fa\u932f\u3002Thinking mode \u65b9\u9762\u4ea6\u7167\u9867\u5468\u5230\uff0c\u7121\u8a2d\u5b9a\u6642\u81ea\u52d5\u88dc 8192 tokens\uff0c\u958b\u555f thinking \u9810\u8a2d 65536\uff0c\u958b\u5230 max effort \u5c31\u53bb\u5230 131072\u3002Structured output \u540c\u6a23\u9f4a\u5168\uff0cChat Completions \u5605 json_schema\u3001regex\uff0c\u4ee5\u81f3 Responses \u5605 text.format \u90fd\u505a\u5497\u9a57\u8b49\u540c\u8f49\u5beb\uff0c\u4e26\u6703\u55ba InferenceOptions \u63c0\u9078\u5c0d\u61c9\u5605 OutputConstraint\uff0c\u7540\u547c\u53eb\u65b9\u6c7a\u5b9a\u8981\u5514\u8981\u958b constrained decoding\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u5177\u652f\u63f4\u4ea6\u4fc2\u91cd\u9ede\u4e4b\u4e00\u3002Function tools \u5168\u90e8\u8986\u84cb\uff0cV4.1 \u4ef2\u984d\u5916\u652f\u63f4 Messages \u5605 deferred tool loading \u540c Responses \u5605 client-executed tool search\uff0c\u5c0d\u505a agent \u6846\u67b6\u5605\u4eba\u7279\u5225\u6709\u7528\u3002\u4e32\u6d41\u65b9\u9762\uff0ctoken usage \u6703\u56de\u5831 reasoning_tokens\uff0clogprobs \u55ba Responses \u683c\u5f0f\u4e0b\u4ea6\u6703\u88ab\u8f49\u6210 InferenceOptions\u3002\u4e0d\u904e\u8981\u7559\u610f\uff0c\u5716\u7247\u6293\u53d6\u7d44\u4ef6 ReqwestImageFetcher \u9810\u8a2d\u9023\u4efb\u4f55\u5730\u5740\u90fd\u5f97\uff0c\u5982\u679c\u670d\u52d9\u9762\u5411\u4e0d\u53ef\u4fe1\u4f86\u6e90\uff0c\u8a18\u5f97\u88dd\u8fd4 DestinationFilter\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/deepseek-ai\/deepseek-recipe\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u672c\u5730\u8dd1 DeepSeek \u6a21\u578b\u3001\u60f3\u540c\u6642\u63d0\u4f9b Messages\u3001Chat Completions \u8207 Responses \u4e09\u7a2e API \u683c\u5f0f\uff1f\u9019\u500b Rust + Python \u5de5\u5177\u5eab\u628a\u683c\u5f0f\u8f49\u63db\u3001prompt \u6e32\u67d3\u8207 token \u7de8\u78bc\u4e00\u689d\u9f8d\u5305\u8fa6\u3002<\/p>\n","protected":false},"author":8,"featured_media":13651,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,76,179,147,137,30,197,38,122,152,150,213],"tags":[],"class_list":["post-13652","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-76","category-nvidia","category-deepseek","category-api","category-image","category-framework","category-38","category-ollama","category-python","category-150","category-tokenize"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13652","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=13652"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13652\/revisions"}],"predecessor-version":[{"id":13655,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13652\/revisions\/13655"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13651"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13652"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13652"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13652"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}