{"id":30589,"date":"2026-10-23T15:39:53","date_gmt":"2026-10-23T07:39:53","guid":{"rendered":"https:\/\/www.ixpower.cn\/index.php\/2026\/10\/23\/30589\/"},"modified":"2026-10-23T15:39:53","modified_gmt":"2026-10-23T07:39:53","slug":"%e4%b8%80%e4%b8%aa%e6%a8%a1%e5%9e%8b%e5%90%8d%e3%80%81%e7%99%be%e4%b8%87%e4%b8%8a%e4%b8%8b%e6%96%87%e3%80%815-%e5%85%83%e4%b8%80%e5%8d%83%e6%ac%a1%e6%90%9c%e7%b4%a2%ef%bc%9a%e6%9c%ac%e5%91%a8%e6%9c%80","status":"publish","type":"post","link":"https:\/\/www.ixpower.cn\/index.php\/2026\/10\/23\/30589\/","title":{"rendered":"\u4e00\u4e2a\u6a21\u578b\u540d\u3001\u767e\u4e07\u4e0a\u4e0b\u6587\u30015 \u5143\u4e00\u5343\u6b21\u641c\u7d22\uff1a\u672c\u5468\u6700\u8be5\u4e0a\u624b\u7684 DeepSeek \u65b0\u80fd\u529b"},"content":{"rendered":"

10 \u6708 17 \u65e5\uff0cDeepSeek \u53d1\u5e03\u00a0DeepSeek-V4.1-Flash-1017\uff0c\u6743\u91cd\u4ee5<\/span>\u00a0MIT \u8bb8\u53ef\u8bc1\u5f00\u6e90\u5728 Hugging Face\uff08\u4ed3\u5e93\u00a0deepseek-ai\/DeepSeek-V4.1-Flash-1017\uff09\uff0c\u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3<\/span>\u00a01M\u3001\u539f\u751f\u652f\u6301\u89c6\u89c9\u8f93\u5165\u3001Flash \u6863\u5e76\u53d1\u4e0a\u9650 2500\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b98\u65b9 API \u91cc\u7684\u6a21\u578b\u540d\u4f9d\u7136\u662f\u90a3\u4e00\u4e2a\u719f\u6089\u7684\u00a0deepseek-flash\u2014\u2014\u4e0d\u7528\u6539\u4ee3\u7801\uff0c\u8c03\u7528\u81ea\u52a8\u8def\u7531\u5230\u6700\u65b0\u7248\u3002\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5b83\u771f\u6b63\u503c\u5f97\u672c\u5468\u52a8\u624b\u7684\u539f\u56e0\u5f88\u5b9e\u5728\uff1a\u5b98\u65b9\u641c\u7d22\/\u6293\u53d6\u63a5\u53e3\u76ee\u524d\u514d\u8d39\uff0c11 \u6708 1 \u65e5 0 \u70b9\u8d77\u624d\u6309\u91cf\u6536\u8d39\uff0c\u514d\u8d39\u7a97\u53e3\u53ea\u5269\u6700\u540e\u51e0\u5929\u3002\u4e0b\u9762\u8fd9\u6761\u8def\u5f84\uff0c\u4f60\u53ef\u4ee5\u7167\u7740\u4e00\u6b65\u6b65\u8dd1\u901a\u3002<\/span><\/p>\n

\"\"<\/p>\n

\u7b2c\u4e00\u6b65\uff1a\u62ff<\/span>\u00a0Key\uff0c\u53d1\u4e00\u4e2a\u6700\u5c0f\u8bf7\u6c42\u3002<\/b>\u00a0\u5728<\/span>\u00a0DeepSeek \u5f00\u653e\u5e73\u53f0\u5efa\u4e00\u628a API Key\uff0c\u8bbe\u4e3a\u73af\u5883\u53d8\u91cf\u00a0DEEPSEEK_API_KEY\u3002\u5b83\u7684\u63a5\u53e3\u662f<\/span>\u00a0OpenAI \u517c\u5bb9\u7684\uff0cbase_url \u586b\u00a0https:\/\/api.deepseek.com\uff1b\u5982\u679c\u4f60\u60f3\u8d70<\/span>\u00a0Anthropic \u90a3\u5957\u534f\u8bae\uff0c\u7528\u00a0https:\/\/api.deepseek.com\/anthropic\u3002\u4e00\u4e2a\u5bf9\u8bdd\u8bf7\u6c42\u53ea\u8981\u6307\u5411<\/span>deepseek-flash\u00a0\u5373\u53ef\uff1a<\/span><\/p>\n

“`bash<\/p>\n

curl https:\/\/api.deepseek.com\/chat\/completions <\/p>\n

-H “Authorization: Bearer $DEEPSEEK_API_KEY” <\/p>\n

-H “Content-Type: application\/json” <\/p>\n

-d ‘{“model”:”deepseek-flash”,”messages”:[{“role”:”user”,”content”:”\u7528\u4e09\u53e5\u8bdd\u89e3\u91ca KV Cache”}]}’<\/p>\n

`<\/p>\n

\u7b2c\u4e8c\u6b65\uff1a\u628a\u5b83\u63a5\u8fdb<\/span>\u00a0Claude Code\u3002<\/b>\u00a0DeepSeek \u63d0\u4f9b\u4e86 Anthropic \u517c\u5bb9\u7aef\u70b9\uff0c\u51e0\u6761\u73af\u5883\u53d8\u91cf\u5c31\u80fd\u8ba9 Claude Code \u8dd1\u5728 Flash \u4e0a\uff1b\u9700\u8981\u767e\u4e07\u7ea7\u957f\u4e0a\u4e0b\u6587\u65f6\uff0c\u6a21\u578b\u540d\u540e\u52a0\u00a0[1m]\u00a0\u540e\u7f00\uff1a<\/span><\/p>\n

“`bash<\/p>\n

export ANTHROPIC_BASE_URL=https:\/\/api.deepseek.com\/anthropic<\/p>\n

export ANTHROPIC_AUTH_TOKEN=’\u4f60\u7684 DeepSeek API Key’<\/p>\n

export ANTHROPIC_MODEL=’deepseek-flash[1m]’<\/p>\n

claude<\/p>\n

`<\/p>\n

\u7b2c\u4e09\u6b65\uff1a\u642d\u4e00\u6761<\/span>“\u641c\u7d22 + \u6293\u53d6 + \u56de\u7b54”\u7684\u6700\u5c0f\u7ba1\u7ebf\u3002<\/b>\u00a0\u8fd9\u624d\u662f<\/span>\u00a010 \u6708 18 \u65e5\u4e00\u8d77\u653e\u51fa\u6765\u7684\u4e24\u4e2a\u63a5\u53e3\uff1aPOST \/v1\/tools\/search\u00a0\u548c<\/span>POST \/v1\/tools\/fetch\u3002\u641c\u7d22\u8bf7\u6c42\u53c2\u6570\u91cc\uff0c<\/span>query\u00a0\u9650<\/span>\u00a01~128 \u4e2a\u5b57\u7b26\uff08\u6309\u5b57\u7b26\u8ba1\uff0c\u4e0d\u662f token\uff09\uff0ccount\u00a0\u53d6<\/span>\u00a01~50\uff08\u9ed8\u8ba4 10\uff09\uff0cneed_content\u00a0\u4e3a<\/span>true\u00a0\u65f6\u624d\u8fd4\u56de\u5168\u6587\u3002\u8fd4\u56de\u7ed3\u679c\u91cc\u6709\u51e0\u4e2a\u5b57\u6bb5\u503c\u5f97\u76ef\uff1a<\/span>rerank_score\uff08<\/span>0~3\uff0c\u5b98\u65b9\u5efa\u8bae\u4ee5 \u22651.5 \u4e3a\u9ad8\u8d28\u91cf\u9608\u503c\uff0c\u7efc\u5408\u4e86\u76f8\u5173\u6027\u3001\u6743\u5a01\u5ea6\u4e0e\u65b0\u9c9c\u5ea6\uff09\u3001authority\uff08<\/span>0~4\uff0c\u22653 \u4e3a\u9ad8\u6743\u5a01\uff0c-1 \u8868\u793a\u672a\u77e5\uff09\u3001snippet\uff08<\/span>100~200 \u5b57\uff0c\u7ed9\u4eba\u770b\uff09\u4e0e\u00a0summary\uff08<\/span>600~800 \u5b57\uff0c\u5b98\u65b9\u8bf4\u660e\u662f”\u7ed9\u6a21\u578b\u8bfb”\uff09\u3002\u5b83\u8fd8\u652f\u6301\u00a0site:\u3001<\/span>-\u6392\u9664\u8bcd\u3001<\/span>“\u7cbe\u786e\u77ed\u8bed”\u3001<\/span>lang:zh,en\u3001<\/span>after:2026-01-01\u00a0\u7b49\u68c0\u7d22\u8bed\u6cd5\u3002\u4e32\u8d77\u6765\u5c31\u662f\u4e00\u4e2a\u80fd\u8054\u7f51\u3001\u80fd\u6eaf\u6e90\u7684\u95ee\u7b54\u673a\u5668\u4eba\uff1a<\/span><\/p>\n

“`python<\/p>\n

import os, requests<\/p>\n

BASE = “https:\/\/api.deepseek.com”<\/p>\n

H = {“Authorization”: f”Bearer {os.environ[‘DEEPSEEK_API_KEY’]}”}<\/p>\n

def search(q, n=8, need=False):<\/p>\n

return requests.post(f”{BASE}\/v1\/tools\/search”, headers=H,<\/p>\n

json={“query”: q, “count”: n, “need_content”: need}).json()<\/p>\n

def chat(prompt, context):<\/p>\n

r = requests.post(f”{BASE}\/chat\/completions”, headers=H, json={“model”:”deepseek-flash”,<\/p>\n

“messages”:[{“role”:”system”,”content”:”\u53ea\u4f9d\u636e\u8d44\u6599\u56de\u7b54,\u672b\u5c3e\u5217\u51fa\u5f15\u7528URL\u3002”},<\/p>\n

{“role”:”user”,”content”:f”\u8d44\u6599:n{context}nn\u95ee\u9898:{prompt}”}]})<\/p>\n

return r.json()[“choices”][0][“message”][“content”]<\/p>\n

res = search(“DeepSeek V4.1 Flash \u5b9a\u4ef7”, 5, True)<\/p>\n

print(chat(“\u603b\u7ed3\u8981\u70b9”, str(res)))<\/p>\n

`<\/p>\n

\u8d39\u7528\u4e0e<\/span>“\u5751”\uff0c\u52a8\u624b\u524d\u52a1\u5fc5\u770b\u6e05\u3002<\/b>\u00a0\u5b9a\u4ef7\u4e0a\uff0c<\/span>Flash \u8f93\u5165\u5206\u7f13\u5b58\u547d\u4e2d\u4e0e\u672a\u547d\u4e2d\uff0c\u4e14\u533a\u5206\u95f2\u65f6\u4e0e\u5cf0\u65f6\uff08\u5cf0\u65f6\u4e3a\u5317\u4eac\u65f6\u95f4\u5de5\u4f5c\u65e5\u7ea6 09:00\u201312:00\u300114:00\u201318:00\uff09\uff0c\u7f13\u5b58\u547d\u4e2d\u8f93\u5165\u4f4e\u81f3\u6bcf\u767e\u4e07 token 0.003 \u7f8e\u5143\uff0c\u8f93\u51fa 0.6 \u7f8e\u5143\uff08\u95f2\u65f6\uff09\u5230 1.2 \u7f8e\u5143\uff08\u5cf0\u65f6\uff09\uff1b\u8fd9\u662f\u628a\u957f\u4e0a\u4e0b\u6587\u7684\u91cd\u590d\u524d\u7f00\u505a\u6210\u7f13\u5b58\u540e\u7684\u4ef7\u683c\uff0c\u522b\u62ff”\u672a\u547d\u4e2d”\u7684\u6210\u672c\u53bb\u9884\u7b97\u3002\u641c\u7d22\u4e0e\u6293\u53d6\u6309 0.75 \u7f8e\u5143\/\u5343\u6b21\u6210\u529f\u8bf7\u6c42\u8ba1\u8d39\uff08\u7ea6 5 \u5143\/\u5343\u6b21\uff09\uff0c\u5931\u8d25\u4e0d\u6263\u94b1\u3001\u4f18\u5148\u6263\u8d60\u9001\u4f59\u989d\uff0c11 \u6708 1 \u65e5 0 \u70b9\u8d77\u6b63\u5f0f\u6536\u8d39\uff0c\u6b64\u524d\u514d\u8d39\u3002\u4e24\u70b9\u63d0\u9192\uff1a\u5176\u4e00\uff0c\u5b98\u65b9\u53d1\u5e03\u9875\u7ed9\u51fa\u7684 DeepSWE\u3001Terminal-Bench 4.0 \u7b49\u4e00\u6279\u8dd1\u5206\u5747\u4e3a\u5382\u5546\u81ea\u62a5\u6570\u636e\uff0c\u5176\u8bc4\u6d4b\u6240\u7528 harness \u7531\u5b98\u65b9\u56fe\u8868\u811a\u6ce8\u6307\u5b9a\uff0c\u5c1a\u672a\u89c1\u7b2c\u4e09\u65b9\u72ec\u7acb\u590d\u73b0\uff0c\u628a\u5b83\u5f53\u53c2\u8003\u800c\u975e\u7ed3\u8bba\uff1b\u5176\u4e8c\uff0c\u5173\u4e8e\u6700\u5927\u8f93\u51fa\u957f\u5ea6\uff0c\u4e0d\u540c\u6587\u6863\u53e3\u5f84\u4e0d\u4e00\u81f4\uff08\u6709 384K \u4e0e\u7ea6 25.6 \u4e07 token \u4e24\u79cd\u8bf4\u6cd5\uff09\uff0c\u5728\u767e\u4e07\u4e0a\u4e0b\u6587\u91cc\u505a\u957f\u6587\u751f\u6210\u65f6\uff0c\u7a33\u59a5\u505a\u6cd5\u662f\u5206\u6b21\u8f93\u51fa\u3001\u522b\u4e00\u6b21\u628a\u7a97\u53e3\u585e\u6ee1\u3002<\/p>\n

\u8dd1\u901a\u8fd9\u6761\u94fe\u8def\uff0c\u4f60\u5f97\u5230\u7684\u4e0d\u662f\u4e00\u4e2a<\/span>“\u66f4\u5f3a\u6a21\u578b”\uff0c\u800c\u662f\u4e00\u4e2a\u6210\u672c\u53ef\u63a7\u3001\u7b54\u6848\u80fd\u6eaf\u6e90\u3001\u80fd\u585e\u8fdb\u73b0\u6709\u7f16\u7801\u4e0e\u68c0\u7d22\u6d41\u7a0b\u7684\u6700\u5c0f\u53ef\u7528\u54c1\u3002\u514d\u8d39\u8ba1\u8d39\u7684\u8fd9\u51e0\u5929\uff0c\u6b63\u597d\u662f\u628a\u5b83\u63a5\u8fdb\u4f60\u65e5\u5e38\u5de5\u4f5c\u6d41\u3001\u6478\u4e00\u6478\u771f\u5b9e\u6210\u672c\u7684\u6700\u4f73\u7a97\u53e3\u3002<\/section>\n
<\/div>\n

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<\/div>\n","protected":false},"excerpt":{"rendered":"

10 \u6708 17 \u65e5\uff0cDeepSeek \u53d1\u5e03\u00a0DeepSeek-V4.1-Flash-1017\uff0c\u6743\u91cd\u4ee5\u00a0MIT […]<\/p>\n

<\/div>\n

<\/g><\/svg><\/i> \"Loading\"<\/p>\n

<\/div>\n","protected":false},"author":469,"featured_media":30588,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"publish_to_discourse":"","publish_post_category":"","wpdc_auto_publish_overridden":"","wpdc_topic_tags":"","wpdc_pin_topic":"","wpdc_pin_until":"","discourse_post_id":"","discourse_permalink":"","wpdc_publishing_response":"","wpdc_publishing_error":"","footnotes":""},"categories":[1844],"tags":[],"class_list":["post-30589","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1844"],"_links":{"self":[{"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/posts\/30589","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/users\/469"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/comments?post=30589"}],"version-history":[{"count":1,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/posts\/30589\/revisions"}],"predecessor-version":[{"id":30590,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/posts\/30589\/revisions\/30590"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/media\/30588"}],"wp:attachment":[{"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/media?parent=30589"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/categories?post=30589"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ixpower.cn\/index.php\/wp-json\/wp\/v2\/tags?post=30589"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}