{"id":28492,"date":"2025-03-13T12:42:22","date_gmt":"2025-03-13T04:42:22","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28492"},"modified":"2025-03-13T12:42:22","modified_gmt":"2025-03-13T04:42:22","slug":"ollama-api-shiyongzhi","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/ollama-api-shiyongzhi\/","title":{"rendered":"Ollama API \u4f7f\u7528\u6307\u5357"},"content":{"rendered":"<h2>\u7b80\u4ecb<\/h2>\n<p><a href=\"https:\/\/www.kdjingpai.com\/en\/ollama\/\">Ollama<\/a> \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684 REST API\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u65b9\u4fbf\u5730\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4ea4\u4e92\u3002\u901a\u8fc7 Ollama API\uff0c\u7528\u6237\u53ef\u4ee5\u53d1\u9001\u8bf7\u6c42\u5e76\u63a5\u6536\u6a21\u578b\u751f\u6210\u7684\u54cd\u5e94\uff0c\u5e94\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u6587\u672c\u751f\u6210\u7b49\u4efb\u52a1\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u751f\u6210\u8865\u5168\u3001\u5bf9\u8bdd\u751f\u6210\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u5e76\u5bf9\u521b\u5efa\u6a21\u578b\u3001\u590d\u5236\u6a21\u578b\u3001\u5220\u9664\u6a21\u578b\u7b49\u5e38\u89c1\u64cd\u4f5c\u4e5f\u8fdb\u884c\u4e86\u8bf4\u660e\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u7aef\u70b9<\/h2>\n<p>\u56de\u7b54\u8865\u5168\\\u5bf9\u8bdd\u8865\u5168\\\u521b\u5efa\u6a21\u578b\\\u590d\u5236\u6a21\u578b\\\u5220\u9664\u6a21\u578b\\\u5217\u51fa\u8fd0\u884c\u6a21\u578b\\\u5217\u51fa\u672c\u5730\u6a21\u578b\\\u663e\u793a\u6a21\u578b\u4fe1\u606f\\\u62c9\u53d6\u6a21\u578b\\\u63a8\u9001\u6a21\u578b\\\u751f\u6210\u5d4c\u5165<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4e00\u3001\u56de\u7b54\u8865\u5168<\/h2>\n<pre><code>POST \/api\/generate\r\n<\/code><\/pre>\n<p>\u4f7f\u7528\u6307\u5b9a\u7684\u6a21\u578b\u751f\u6210\u7ed9\u5b9a\u63d0\u793a\u7684\u54cd\u5e94\u3002\u8fd9\u662f\u4e00\u4e2a\u6d41\u5f0f\u7aef\u70b9\uff0c\u56e0\u6b64\u4f1a\u6709\u4e00\u7cfb\u5217\u54cd\u5e94\u3002\u6700\u7ec8\u7684\u54cd\u5e94\u5bf9\u8c61\u5c06\u5305\u62ec\u6765\u81ea\u8bf7\u6c42\u7684\u7edf\u8ba1\u4fe1\u606f\u548c\u5176\u4ed6\u6570\u636e\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>model<\/code>: \uff08\u5fc5\u9700\uff09\u6a21\u578b\u540d\u79f0<\/li>\n<li><code>prompt<\/code>: \u8981\u751f\u6210\u54cd\u5e94\u7684\u63d0\u793a<\/li>\n<li><code>suffix<\/code>: \u6a21\u578b\u54cd\u5e94\u540e\u7684\u6587\u672c<\/li>\n<li><code>images<\/code>: \uff08\u53ef\u9009\uff09\u4e00\u4e2abase64\u7f16\u7801\u7684\u56fe\u50cf\u5217\u8868\uff08\u7528\u4e8e\u591a\u6a21\u6001\u6a21\u578b\uff0c\u5982\u00a0<code>llava<\/code>\u00a0\uff09<\/li>\n<\/ul>\n<p>\u9ad8\u7ea7\u53c2\u6570\uff08\u53ef\u9009\uff09\uff1a<\/p>\n<ul>\n<li><code>format<\/code>: \u8fd4\u56de\u54cd\u5e94\u7684\u683c\u5f0f\u3002\u76ee\u524d\u552f\u4e00\u63a5\u53d7\u7684\u503c\u662f\u00a0<code>json<\/code><\/li>\n<li><code>options<\/code>: \u5176\u4ed6\u6a21\u578b\u53c2\u6570\uff0c\u5982\u00a0<code>temperature<\/code>\u3001<code>seed<\/code>\u00a0\u7b49<\/li>\n<li><code>system<\/code>: \u7cfb\u7edf\u6d88\u606f<\/li>\n<li><code>template<\/code>: \u8981\u4f7f\u7528\u7684\u63d0\u793a\u6a21\u677f<\/li>\n<li><code>context<\/code>: \u4ece\u5148\u524d\u5bf9\u00a0<code>\/generate<\/code>\u00a0\u7684\u8bf7\u6c42\u4e2d\u8fd4\u56de\u7684\u4e0a\u4e0b\u6587\u53c2\u6570\uff0c\u53ef\u4ee5\u7528\u4e8e\u4fdd\u6301\u7b80\u77ed\u7684\u5bf9\u8bdd\u8bb0\u5fc6<\/li>\n<li><code>stream<\/code>: \u5982\u679c\u8bbe\u7f6e\u4e3a\u00a0<code>false<\/code>\u00a0\uff0c\u54cd\u5e94\u5c06\u4f5c\u4e3a\u5355\u4e2a\u54cd\u5e94\u5bf9\u8c61\u8fd4\u56de\uff0c\u800c\u4e0d\u662f\u4e00\u7cfb\u5217\u5bf9\u8c61\u6d41<\/li>\n<li><code>raw<\/code>: \u5982\u679c\u8bbe\u7f6e\u4e3a\u00a0<code>true<\/code>\u00a0\uff0c\u5c06\u4e0d\u4f1a\u5bf9\u63d0\u793a\u8fdb\u884c\u4efb\u4f55\u683c\u5f0f\u5316\u3002\u5982\u679c\u60a8\u5728\u8bf7\u6c42API\u65f6\u6307\u5b9a\u4e86\u5b8c\u6574\u7684\u6a21\u677f\u63d0\u793a\uff0c\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528\u00a0<code>raw<\/code>\u00a0\u53c2\u6570<\/li>\n<li><code>keep_alive<\/code>: \u63a7\u5236\u6a21\u578b\u5728\u8bf7\u6c42\u540e\u4fdd\u7559\u5728\u5185\u5b58\u4e2d\u7684\u65f6\u95f4\uff08\u9ed8\u8ba4\uff1a<code>5m<\/code>\uff09<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42\uff08\u6d41\u5f0f\uff09<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/generate -d '{\r\n\"model\": \"llama3.1\",\r\n\"prompt\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\"\r\n}'\r\n<\/code><\/pre>\n<p>Tip<\/p>\n<p>\u5982\u679c\u5728 Windows \u64cd\u4f5c\u7cfb\u7edf\u4e2d\u4f7f\u7528\u00a0<code>curl<\/code>\u00a0\u547d\u4ee4\uff0c\u8bf7\u4e0b\u8f7d\u00a0<a href=\"https:\/\/curl.se\/windows\/\">curl for Windows<\/a>\uff0c \u89e3\u538b\u7f29\u6587\u4ef6\uff0c\u7136\u540e\u627e\u5230\u8be5\u6587\u4ef6\u76ee\u5f55\u4e0b\u7684 bin \u5b50\u6587\u4ef6\uff0c \u590d\u5236\u6587\u4ef6\u5730\u5740\u6dfb\u52a0\u73af\u5883\u53d8\u91cf\u3002<\/p>\n<p>\u5728\u547d\u4ee4\u884c\u7a97\u53e3\uff08\u6ce8\u610f\u4e0d\u662f PowerShell\uff09\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff0c\u68c0\u67e5\u662f\u5426\u6210\u529f\u6dfb\u52a0\u3002<\/p>\n<pre><code>curl --help\r\n<\/code><\/pre>\n<p>\u663e\u793a\u5982\u4e0b\uff0c\u8868\u793a\u6210\u529f\u6dfb\u52a0\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-28493\" title=\"Ollama API \u4f7f\u7528\u6307\u5357-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3fd6e28471b5cf5.png\" alt=\"Ollama API \u4f7f\u7528\u6307\u5357-1\" width=\"1104\" height=\"358\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3fd6e28471b5cf5.png 1104w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3fd6e28471b5cf5-768x249.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3fd6e28471b5cf5-18x6.png 18w\" sizes=\"auto, (max-width: 1104px) 100vw, 1104px\" \/><\/p>\n<p>Tip<\/p>\n<p>\u5728 Windows \u547d\u4ee4\u884c\u7a97\u53e3\u4e0b\u4f7f\u7528\u00a0<code>curl<\/code>\u00a0\u8bf7\u6c42\u547d\u4ee4\u65f6\uff0c\u6ce8\u610f\u4f7f\u7528\u8f6c\u4e49\u53cc\u5f15\u53f7\u3002\u793a\u4f8b\u547d\u4ee4\u5982\u4e0b\u3002<\/p>\n<pre><code>curl http:\/\/localhost:11434\/api\/generate -d \"{\\\"model\\\": \\\"llama3.1\\\", \\\"prompt\\\": \\\"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\\\"}\"\r\n<\/code><\/pre>\n<p>\u663e\u793a\u5982\u4e0b\u8868\u793a\u8bf7\u6c42\u6210\u529f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-28494\" title=\"Ollama API \u4f7f\u7528\u6307\u5357-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/22423a4aedfdd2b.png\" alt=\"Ollama API \u4f7f\u7528\u6307\u5357-2\" width=\"1113\" height=\"284\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/22423a4aedfdd2b.png 1113w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/22423a4aedfdd2b-768x196.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/22423a4aedfdd2b-18x5.png 18w\" sizes=\"auto, (max-width: 1113px) 100vw, 1113px\" \/><\/p>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u8fd4\u56de\u7684\u662f\u4e00\u4e2a JSON \u5bf9\u8c61\u6d41\uff1a<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T02:54:08.184732629Z\",\r\n\"response\":\"\u690d\u7269\",\r\n\"done\":false\r\n}\r\n<\/code><\/pre>\n<p>\u6d41\u4e2d\u7684\u6700\u7ec8\u54cd\u5e94\u8fd8\u5305\u62ec\u6709\u5173\u751f\u6210\u7684\u9644\u52a0\u6570\u636e\uff1a<\/p>\n<ul>\n<li>context: \u7528\u4e8e\u6b64\u54cd\u5e94\u7684\u5bf9\u8bdd\u7f16\u7801\uff0c\u53ef\u4ee5\u5728\u4e0b\u4e00\u4e2a\u8bf7\u6c42\u4e2d\u53d1\u9001\u4ee5\u4fdd\u6301\u5bf9\u8bdd\u8bb0\u5fc6<\/li>\n<li>total_duration: \u751f\u6210\u54cd\u5e94\u6240\u82b1\u8d39\u7684\u65f6\u95f4\uff08\u7eb3\u79d2\uff09<\/li>\n<li>load_duration: \u52a0\u8f7d\u6a21\u578b\u6240\u82b1\u8d39\u7684\u65f6\u95f4\uff08\u7eb3\u79d2\uff09<\/li>\n<li>prompt_eval_count: \u63d0\u793a\u4e2d\u7684\u6807\u8bb0\u6570\u91cf<\/li>\n<li>prompt_eval_duration: \u8bc4\u4f30\u63d0\u793a\u6240\u82b1\u8d39\u7684\u65f6\u95f4\uff08\u7eb3\u79d2\uff09<\/li>\n<li>eval_count: \u54cd\u5e94\u4e2d\u7684\u6807\u8bb0\u6570\u91cf<\/li>\n<li>eval_duration: \u751f\u6210\u54cd\u5e94\u6240\u82b1\u8d39\u7684\u65f6\u95f4\uff08\u7eb3\u79d2\uff09<\/li>\n<li>response: \u5982\u679c\u54cd\u5e94\u662f\u6d41\u5f0f\u7684\u5219\u4e3a\u7a7a\uff0c\u5982\u679c\u4e0d\u662f\u6d41\u5f0f\u7684\uff0c\u8fd9\u5c06\u5305\u542b\u5b8c\u6574\u7684\u54cd\u5e94\u8981\u8ba1\u7b97\u54cd\u5e94\u751f\u6210\u901f\u5ea6\uff08\u6bcf\u79d2\u751f\u6210\u7684\u6807\u8bb0\u6570\uff0ctoken\/s\uff09\uff0c \u5373<code>eval_count<\/code>\u00a0\/\u00a0<code>eval_duration<\/code>\u00a0* 10^9\u3002<\/li>\n<\/ul>\n<p>\u6700\u7ec8\u54cd\u5e94\uff1a<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T02:54:10.819603411Z\",\r\n\"response\":\"\",\r\n\"done\":true,\r\n\"done_reason\":\"stop\",\r\n\"context\":[1,2,3],\r\n\"total_duration\":8655401792,\r\n\"load_duration\":5924129727,\r\n\"prompt_eval_count\":17,\r\n\"prompt_eval_duration\":29196000,\r\n\"eval_count\":118,\r\n\"eval_duration\":2656329000\r\n}\r\n<\/code><\/pre>\n<h3>\u9ad8\u7ea7\u73a9\u6cd5<\/h3>\n<h4>\u975e\u6d41\u5f0f\u8f93\u51fa<\/h4>\n<p>\u5c06\u00a0<code>stream<\/code>\u00a0\u8bbe\u7f6e\u4e3a\u00a0<code>false<\/code>\uff0c\u53ef\u4ee5\u4e00\u6b21\u6536\u5230\u6240\u6709\u56de\u590d\u3002<\/p>\n<p>\u793a\u4f8b\u8bf7\u6c42<\/p>\n<pre><code>curl http:\/\/localhost:11434\/api\/generate -d '{\r\n\"model\": \"llama3.1\",\r\n\"prompt\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\",\r\n\"stream\": false\r\n}'\r\n<\/code><\/pre>\n<p>\u793a\u4f8b\u54cd\u5e94<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T07:13:34.418567351Z\",\r\n\"response\":\"\u7b54\u6848\uff1a\u53f6\u5b50\u542b\u6709\u5927\u91cf\u7684\u53f6\u7eff\u7d20\u3002\",\r\n\"done\":true,\r\n\"done_reason\":\"stop\",\r\n\"context\":[1,2,3],\r\n\"total_duration\":2902435095,\r\n\"load_duration\":2605831520,\r\n\"prompt_eval_count\":17,\r\n\"prompt_eval_duration\":29322000,\r\n\"eval_count\":13,\r\n\"eval_duration\":266499000\r\n}\r\n<\/code><\/pre>\n<h4>JSON \u6a21\u5f0f<\/h4>\n<p>\u5f53\u00a0<code>format<\/code>\u00a0\u8bbe\u7f6e\u4e3a\u00a0<code>json<\/code>\u00a0\u65f6\uff0c\u8f93\u51fa\u5c06\u662f JSON \u683c\u5f0f\u3002\u4f46\u8bf7\u6ce8\u610f\uff0c\u8981\u5728\u00a0<code>prompt<\/code>\u00a0\u91cc\u6307\u793a\u6a21\u578b\u4ee5 JSON \u683c\u5f0f\u54cd\u5e94\uff0c\u5426\u5219\u6a21\u578b\u53ef\u80fd\u751f\u6210\u5927\u91cf\u7a7a\u683c\u3002<\/p>\n<p>\u793a\u4f8b\u8bf7\u6c42<\/p>\n<pre><code>curl http:\/\/localhost:11434\/api\/generate -d '{\r\n\"model\": \"llama3.1\",\r\n\"prompt\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\u4ee5JSON\u683c\u5f0f\u8f93\u51fa\u7b54\u6848\",\r\n\"format\": \"json\",\r\n\"stream\": false\r\n}'\r\n<\/code><\/pre>\n<p>\u793a\u4f8b\u54cd\u5e94<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T07:21:24.950883454Z\",\r\n\"response\":\"{\\n  \\\"\u989c\u8272\u539f\u56e0\\\": \\\"\u53f6\u5b50\u4e2d\u542b\u6709\u5149\u5408\u4f5c\u7528\u6240\u9700\u7684\u53f6\u7eff\u7d20\\\",\\n  \\\"\u4f5c\u7528\\\": \\\"\u8fdb\u884c\u5149\u5408\u4f5c\u7528\u5438\u6536\u592a\u9633\u80fd\\\"\\n}\",\r\n\"done\":true,\r\n\"done_reason\":\"stop\",\r\n\"context\":[1,2,3],\r\n\"total_duration\":3492279981,\r\n\"load_duration\":2610591203,\r\n\"prompt_eval_count\":22,\r\n\"prompt_eval_duration\":28804000,\r\n\"eval_count\":40,\r\n\"eval_duration\":851206000\r\n}\r\n<\/code><\/pre>\n<p><code>response<\/code>\u00a0\u7684\u503c\u5c06\u662f\u4e00\u4e2a\u5305\u542b\u7c7b\u4f3c\u4e8e\u4ee5\u4e0b\u5185\u5bb9\u7684 JSON \u7684\u5b57\u7b26\u4e32\uff1a<\/p>\n<pre><code>{\r\n\"\u989c\u8272\u539f\u56e0\": \"\u53f6\u5b50\u4e2d\u542b\u6709\u5149\u5408\u4f5c\u7528\u6240\u9700\u7684\u53f6\u7eff\u7d20\",\r\n\"\u4f5c\u7528\": \"\u8fdb\u884c\u5149\u5408\u4f5c\u7528\u5438\u6536\u592a\u9633\u80fd\"\r\n}\r\n<\/code><\/pre>\n<h4>\u8f93\u5165\u5305\u542b\u56fe\u7247<\/h4>\n<p>\u8981\u5411\u591a\u6a21\u6001\u6a21\u578b\uff08\u5982\u00a0<code>llava<\/code>\u00a0\u6216\u00a0<code>bakllava<\/code>\uff09\u63d0\u4ea4\u56fe\u50cf\uff0c\u8bf7\u63d0\u4f9b base64 \u7f16\u7801\u7684\u00a0<code>images<\/code>\u00a0\u5217\u8868\uff1a<\/p>\n<p>\u793a\u4f8b\u8bf7\u6c42<\/p>\n<pre><code>curl http:\/\/localhost:11434\/api\/generate -d '{\r\n\"model\": \"llava\",\r\n\"prompt\":\"\u63cf\u8ff0\u8fd9\u5f20\u56fe\u7247\",\r\n\"stream\": false,\r\n\"images\": [\"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\"\r\n]\r\n}'\r\n<\/code><\/pre>\n<p>\u793a\u4f8b\u54cd\u5e94<\/p>\n<pre><code>{\r\n\"model\":\"llava\",\r\n\"created_at\":\"2024-08-08T07:33:55.481713465Z\",\r\n\"response\":\" The image shows a cartoon of an animated <a href=\"https:\/\/www.kdjingpai.com\/en\/character-ai\/\">character<\/a> that resembles a cute pig with large eyes and a smiling face. It appears to be in motion, indicated by the lines extending from its arms and tail, giving it a dynamic feel as if it is waving or dancing. The style of the image is playful and simplistic, typical of line art or stickers. The character's design has been stylized with exaggerated features such as large ears and a smiling expression, which adds to its charm. \",\r\n\"done\":true,\r\n\"done_reason\":\"stop\",\r\n\"context\":[1,2,3],\r\n\"total_duration\":2960501550,\r\n\"load_duration\":4566012,\r\n\"prompt_eval_count\":1,\r\n\"prompt_eval_duration\":758437000,\r\n\"eval_count\":108,\r\n\"eval_duration\":2148818000\r\n}\r\n<\/code><\/pre>\n<h4>\u53ef\u590d\u73b0\u8f93\u51fa<\/h4>\n<p>\u5c06\u00a0<code>seed<\/code>\u00a0\u8bbe\u7f6e\u4e3a\u4e00\u4e2a\u56fa\u5b9a\u6570\u503c\uff0c\u5f97\u5230\u53ef\u590d\u73b0\u7684\u8f93\u51fa\uff1a<\/p>\n<p>\u793a\u4f8b\u8bf7\u6c42<\/p>\n<pre><code>curl http:\/\/localhost:11434\/api\/generate -d '{\r\n\"model\": \"llama3.1\",\r\n\"prompt\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\",\r\n\"stream\": false,\r\n\"options\": {\r\n\"seed\": 1001\r\n}\r\n}'\r\n<\/code><\/pre>\n<p>\u793a\u4f8b\u54cd\u5e94<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T07:42:28.397780058Z\",\r\n\"response\":\"\u7b54\u6848\uff1a\u56e0\u4e3a\u53f6\u5b50\u4e2d\u542b\u6709\u5927\u91cf\u7684\u6c2f\u79bb\u5b50\u3002\",\r\n\"done\":true,\r\n\"done_reason\":\"stop\",\r\n\"context\":[1,2,3],\r\n\"total_duration\":404791556,\r\n\"load_duration\":18317351,\r\n\"prompt_eval_count\":17,\r\n\"prompt_eval_duration\":22453000,\r\n\"eval_count\":16,\r\n\"eval_duration\":321267000}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u4e8c\u3001\u5bf9\u8bdd\u8865\u5168<\/h2>\n<pre><code>POST \/api\/chat\r\n<\/code><\/pre>\n<p>\u4f7f\u7528\u6307\u5b9a\u6a21\u578b\u751f\u6210\u804a\u5929\u4e2d\u7684\u4e0b\u4e00\u6761\u6d88\u606f\u3002\u8fd9\u4e5f\u662f\u4e00\u4e2a\u6d41\u5f0f\u7aef\u70b9\uff0c\u56e0\u6b64\u4f1a\u6709\u4e00\u7cfb\u5217\u54cd\u5e94\u3002\u5982\u679c\u5c06\u00a0<code>\"stream\"<\/code>\u00a0\u8bbe\u7f6e\u4e3a\u00a0<code>false<\/code>\uff0c\u5219\u53ef\u4ee5\u7981\u7528\u6d41\u5f0f\u4f20\u8f93\u3002\u6700\u7ec8\u7684\u54cd\u5e94\u5bf9\u8c61\u5c06\u5305\u62ec\u8bf7\u6c42\u7684\u7edf\u8ba1\u4fe1\u606f\u548c\u9644\u52a0\u6570\u636e\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>model<\/code>\uff1a\uff08\u5fc5\u9700\uff09\u6a21\u578b\u540d\u79f0<\/li>\n<li><code>messages<\/code>\uff1a\u804a\u5929\u6d88\u606f\uff0c\u8fd9\u53ef\u4ee5\u7528\u4e8e\u4fdd\u6301\u804a\u5929\u8bb0\u5fc6<\/li>\n<li><code>tools<\/code>\uff1a\u6a21\u578b\u652f\u6301\u4f7f\u7528\u7684\u5de5\u5177\u3002\u9700\u8981\u5c06\u00a0<code>stream<\/code>\u00a0\u8bbe\u7f6e\u4e3a\u00a0<code>false<\/code><\/li>\n<\/ul>\n<p><code>message<\/code>\u00a0\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u5b57\u6bb5\uff1a<\/p>\n<ul>\n<li><code>role<\/code>\uff1a\u6d88\u606f\u7684\u89d2\u8272\uff0c\u53ef\u4ee5\u662f\u00a0<code>system<\/code>\u3001<code>user<\/code>\u3001<code>assistant<\/code>\u00a0\u6216\u00a0<code>tool<\/code><\/li>\n<li><code>content<\/code>\uff1a\u6d88\u606f\u7684\u5185\u5bb9<\/li>\n<li><code>images<\/code>\uff08\u53ef\u9009\uff09\uff1a\u8981\u5305\u542b\u5728\u6d88\u606f\u4e2d\u7684\u56fe\u50cf\u5217\u8868\uff08\u5bf9\u4e8e\u5982\u00a0<code>llava<\/code>\u00a0\u4e4b\u7c7b\u7684\u591a\u6a21\u6001\u6a21\u578b\uff09<\/li>\n<li><code>tool_calls<\/code>\uff08\u53ef\u9009\uff09\uff1a\u6a21\u578b\u60f3\u8981\u4f7f\u7528\u7684\u5de5\u5177\u5217\u8868<\/li>\n<\/ul>\n<p>\u9ad8\u7ea7\u53c2\u6570\uff08\u53ef\u9009\uff09\uff1a<\/p>\n<ul>\n<li><code>format<\/code>\uff1a\u8fd4\u56de\u54cd\u5e94\u7684\u683c\u5f0f\u3002\u76ee\u524d\u552f\u4e00\u63a5\u53d7\u7684\u503c\u662f\u00a0<code>json<\/code><\/li>\n<li><code>options<\/code>\uff1a\u5176\u4ed6\u6a21\u578b\u53c2\u6570\uff0c\u5982\u00a0<code>temperature<\/code>\u3001<code>seed<\/code>\u00a0\u7b49<\/li>\n<li><code>stream<\/code>\uff1a\u5982\u679c\u4e3a\u00a0<code>false<\/code>\uff0c\u54cd\u5e94\u5c06\u4f5c\u4e3a\u5355\u4e2a\u54cd\u5e94\u5bf9\u8c61\u8fd4\u56de\uff0c\u800c\u4e0d\u662f\u4e00\u7cfb\u5217\u5bf9\u8c61\u6d41<\/li>\n<li><code>keep_alive<\/code>\uff1a\u63a7\u5236\u8bf7\u6c42\u540e\u6a21\u578b\u5728\u5185\u5b58\u4e2d\u4fdd\u6301\u52a0\u8f7d\u7684\u65f6\u95f4\uff08\u9ed8\u8ba4\uff1a<code>5m<\/code>\uff09<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42\uff08\u6d41\u5f0f\uff09<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/chat -d '{\r\n\"model\": \"llama3.1\",\r\n\"messages\": [\r\n{\r\n\"role\": \"user\",\r\n\"content\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\"\r\n}\r\n]\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u8fd4\u56de JSON \u5bf9\u8c61\u6d41\uff1a<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T03:54:36.933701041Z\",\r\n\"message\":{\r\n\"role\":\"assistant\",\r\n\"content\":\"\u56e0\u4e3a\"\r\n},\r\n\"done\":false\r\n}\r\n<\/code><\/pre>\n<p>\u6700\u7ec8\u54cd\u5e94\uff1a<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T03:54:37.187621765Z\",\r\n\"message\":{\r\n\"role\":\"assistant\",\r\n\"content\":\"\"\r\n},\r\n\"done_reason\":\"stop\",\r\n\"done\":true,\r\n\"total_duration\":5730533217,\r\n\"load_duration\":5370535786,\r\n\"prompt_eval_count\":17,\r\n\"prompt_eval_duration\":29621000,\r\n\"eval_count\":13,\r\n\"eval_duration\":273810000\r\n}\r\n<\/code><\/pre>\n<h3>\u9ad8\u7ea7\u73a9\u6cd5<\/h3>\n<p>\u975e\u6d41\u5f0f\u8f93\u51fa\u3001JSON\u6a21\u5f0f\u3001\u591a\u6a21\u6001\u8f93\u5165\u3001\u53ef\u590d\u73b0\u8f93\u51fa\u7684\u53c2\u6570\u8bbe\u7f6e\u4e0e\u00a0<code>\u56de\u7b54API<\/code>\u00a0\u7684\u4e00\u81f4\u3002<\/p>\n<h4>\u5e26\u5386\u53f2\u8bb0\u5f55<\/h4>\n<p>\u53d1\u9001\u5e26\u6709\u5bf9\u8bdd\u5386\u53f2\u8bb0\u5f55\u7684\u804a\u5929\u6d88\u606f\u3002\u53ef\u4ee5\u4f7f\u7528\u76f8\u540c\u7684\u65b9\u6cd5\u5f00\u59cb\u591a\u8f6e\u5bf9\u8bdd\u6216\u601d\u7ef4\u94fe\u63d0\u793a\u3002<\/p>\n<p>\u793a\u4f8b\u8bf7\u6c42<\/p>\n<pre><code>curl http:\/\/localhost:11434\/api\/chat -d '{\r\n\"model\": \"llama3.1\",\r\n\"messages\": [\r\n{\r\n\"role\": \"user\",\r\n\"content\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u8272\u7684\uff1f\"\r\n},\r\n{\r\n\"role\": \"assistant\",\r\n\"content\": \"\u56e0\u4e3a\u8349\u91cc\u9762\u542b\u6709\u53f6\u7eff\u7d20\u3002\"\r\n},\r\n{\r\n\"role\": \"user\",\r\n\"content\": \"\u4e3a\u4ec0\u4e48\u53f6\u7eff\u7d20\u8ba9\u8349\u770b\u8d77\u6765\u662f\u7eff\u8272\u7684\uff1f\"\r\n}\r\n],\r\n\"stream\": false\r\n}'\r\n<\/code><\/pre>\n<p>\u793a\u4f8b\u54cd\u5e94<\/p>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"created_at\":\"2024-08-08T07:53:28.849517802Z\",\r\n\"message\":{\r\n\"role\":\"assistant\",\r\n\"content\":\"\u8fd9\u662f\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u95ee\u9898!\\n\\n\u53f6\u7eff\u7d20\u662f\u4e00\u79cd\u79f0\u4e3a\u9ec4\u7d20\u7684\u8272\u7d20\uff0c\u8fd9\u4e9b\u8272\u7d20\u53ef\u4ee5\u5438\u6536\u5149\u80fd\u3002\u5728\u65e5\u5149\u4e0b\uff0c\u7eff\u8272\u8349\u53f6\u4e2d\u7684\u53f6\u7eff\u7d20\u4f1a\u5438\u6536\u84dd\u5149\u548c\u7ea2\u5149\uff0c\u4f46\u53cd\u5c04\u51fa\u9ec4\u8272\u548c\u7eff\u8272\u7684\u5149\uff0c\u6240\u4ee5\u6211\u4eec\u770b\u5230\u8349\u770b\u8d77\u6765\u662f\u7eff\u8272\u7684\u3002\\n\\n\u7b80\u5355\u6765\u8bf4\uff0c\u53f6\u7eff\u7d20\u8ba9\u8349\u770b\u8d77\u6765\u662f\u7eff\u8272\u7684\uff0c\u56e0\u4e3a\u5b83\u53cd\u5c04\u4e86\u6211\u4eec\u7684\u773c\u775b\u53ef\u4ee5\u770b\u5230\u7684\u7eff\u5149\uff0c\u800c\u4e0d\u53cd\u5c04\u6211\u4eec\u770b\u5230\u7684\u5176\u4ed6\u989c\u8272\u3002\"\r\n},\r\n\"done_reason\":\"stop\",\r\n\"done\":true,\r\n\"total_duration\":5065572138,\r\n\"load_duration\":2613559070,\r\n\"prompt_eval_count\":48,\r\n\"prompt_eval_duration\":37825000,\r\n\"eval_count\":106,\r\n\"eval_duration\":2266694000}\r\n<\/code><\/pre>\n<h2>\u4e09\u3001\u521b\u5efa\u6a21\u578b<\/h2>\n<pre><code>POST \/api\/create\r\n<\/code><\/pre>\n<p>\u63a8\u8350\u5c06\u00a0<code>modelfile<\/code>\u00a0\u8bbe\u7f6e\u4e3a Modelfile \u7684\u5185\u5bb9\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u8bbe\u7f6e\u00a0<code>path<\/code>\u3002\u8fdc\u7a0b\u6a21\u578b\u521b\u5efa\u8fd8\u5fc5\u987b\u4f7f\u7528\u00a0\u521b\u5efaBlob\u00a0\u663e\u5f0f\u5730\u521b\u5efa\u6240\u6709\u6587\u4ef6 blobs\u3001\u5b57\u6bb5\uff08\u5982\u00a0<code>FROM<\/code>\u00a0\u548c\u00a0<code>ADAPTER<\/code>\uff09\uff0c\u5e76\u5c06\u8be5\u503c\u8bbe\u7f6e\u4e3a\u54cd\u5e94\u4e2d\u6307\u793a\u7684\u8def\u5f84\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>name<\/code>\uff1a\u8981\u521b\u5efa\u7684\u6a21\u578b\u540d\u79f0<\/li>\n<li><code>modelfile<\/code>\uff08\u53ef\u9009\uff09\uff1aModelfile \u7684\u5185\u5bb9<\/li>\n<li><code>stream<\/code>\uff08\u53ef\u9009\uff09\uff1a\u5982\u679c\u4e3a\u00a0<code>false<\/code>\uff0c\u54cd\u5e94\u5c06\u4f5c\u4e3a\u5355\u4e2a\u54cd\u5e94\u5bf9\u8c61\u8fd4\u56de\uff0c\u800c\u4e0d\u662f\u5bf9\u8c61\u6d41<\/li>\n<li><code>path<\/code>\uff08\u53ef\u9009\uff09\uff1aModelfile \u7684\u8def\u5f84<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/create -d '{\r\n\"name\": \"mario\",\r\n\"modelfile\": \"FROM llama3\\nSYSTEM You are mario from Super Mario Bros.\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u4e00\u4e32 JSON \u5bf9\u8c61\u3002\u6ce8\u610f\uff0c\u6700\u540e\u7684 JSON \u5bf9\u8c61\u663e\u793a\u00a0<code>\"status\": \"success\"<\/code>\u63d0\u793a\u521b\u5efa\u6210\u529f\u3002<\/p>\n<pre><code>{\"status\":\"reading model metadata\"}\r\n{\"status\":\"creating system layer\"}\r\n{\"status\":\"using already created layer sha256:22f7f8ef5f4c791c1b03d7eb414399294764d7cc82c7e94aa81a1feb80a983a2\"}\r\n{\"status\":\"using already created layer sha256:8c17c2ebb0ea011be9981cc3922db8ca8fa61e828c5d3f44cb6ae342bf80460b\"}\r\n{\"status\":\"using already created layer sha256:7c23fb36d80141c4ab8cdbb61ee4790102ebd2bf7aeff414453177d4f2110e5d\"}\r\n{\"status\":\"using already created layer sha256:2e0493f67d0c8c9c68a8aeacdf6a38a2151cb3c4c1d42accf296e19810527988\"}\r\n{\"status\":\"using already created layer sha256:2759286baa875dc22de5394b4a925701b1896a7e3f8e53275c36f75a877a82c9\"}\r\n{\"status\":\"writing layer sha256:df30045fe90f0d750db82a058109cecd6d4de9c90a3d75b19c09e5f64580bb42\"}\r\n{\"status\":\"writing layer sha256:f18a68eb09bf925bb1b669490407c1b1251c5db98dc4d3d81f3088498ea55690\"}\r\n{\"status\":\"writing manifest\"}\r\n{\"status\":\"success\"}\r\n<\/code><\/pre>\n<h3>\u68c0\u67e5Blob\u662f\u5426\u5b58\u5728<\/h3>\n<pre><code>HEAD \/api\/blobs\/:digest\r\n<\/code><\/pre>\n<p>\u786e\u4fdd\u7528\u4e8e FROM \u6216 ADAPTER \u5b57\u6bb5\u7684\u6587\u4ef6 blob \u5b58\u5728\u4e8e\u670d\u52a1\u5668\u4e0a\u3002\u8fd9\u662f\u5728\u68c0\u67e5\u4f60\u7684 Ollama \u670d\u52a1\u5668\u800c\u4e0d\u662f Ollama.ai\u3002<\/p>\n<h4>\u67e5\u8be2\u53c2\u6570<\/h4>\n<ul>\n<li><code>digest<\/code>\uff1ablob \u7684 SHA256 \u6458\u8981<\/li>\n<\/ul>\n<h4>\u793a\u4f8b\u8bf7\u6c42<\/h4>\n<pre><code>curl -I http:\/\/localhost:11434\/api\/blobs\/sha256:29fdb92e57cf0827ded04ae6461b5931d01fa595843f55d36f5b275a52087dd2\r\n<\/code><\/pre>\n<h4>\u793a\u4f8b\u54cd\u5e94<\/h4>\n<p>\u5982\u679c blob \u5b58\u5728\u5219\u8fd4\u56de &#8220;200 OK&#8221;\uff0c\u5982\u679c\u4e0d\u5b58\u5728\u5219\u8fd4\u56de &#8220;404 Not Found&#8221;\u3002<\/p>\n<h3>\u521b\u5efaBlob<\/h3>\n<pre><code>POST \/api\/blobs\/:digest\r\n<\/code><\/pre>\n<p>\u4ece\u670d\u52a1\u5668\u4e0a\u7684\u6587\u4ef6\u521b\u5efa\u4e00\u4e2a blob\u3002\u8fd4\u56de\u670d\u52a1\u5668\u6587\u4ef6\u8def\u5f84\u3002<\/p>\n<h4>\u67e5\u8be2\u53c2\u6570<\/h4>\n<ul>\n<li><code>digest<\/code>\uff1a\u6587\u4ef6\u7684\u9884\u671f SHA256 \u6458\u8981<\/li>\n<\/ul>\n<h4>\u793a\u4f8b\u8bf7\u6c42<\/h4>\n<pre><code>curl -T model.bin -X POST http:\/\/localhost:11434\/api\/blobs\/sha256:29fdb92e57cf0827ded04ae6461b5931d01fa595843f55d36f5b275a52087dd2\r\n<\/code><\/pre>\n<h4>\u793a\u4f8b\u54cd\u5e94<\/h4>\n<p>\u5982\u679c blob \u6210\u529f\u521b\u5efa\u5219\u8fd4\u56de 201 Created\uff0c\u5982\u679c\u4f7f\u7528\u7684\u6458\u8981\u4e0d\u7b26\u5408\u9884\u671f\u5219\u8fd4\u56de 400 Bad Request\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u56db\u3001\u590d\u5236\u6a21\u578b<\/h2>\n<pre><code>POST \/api\/copy\r\n<\/code><\/pre>\n<p>\u590d\u5236\u4e00\u4e2a\u6a21\u578b\uff0c\u4f7f\u7528\u53e6\u4e00\u4e2a\u540d\u79f0\u590d\u5236\u5df2\u6709\u6a21\u578b\u3002<\/p>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/copy -d '{\r\n\"source\": \"llama3.1\",\r\n\"destination\": \"llama3-backup\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u5982\u679c\u6210\u529f\u5219\u8fd4\u56de &#8220;200 OK&#8221;\uff0c\u5982\u679c\u6e90\u6a21\u578b\u4e0d\u5b58\u5728\u5219\u8fd4\u56de &#8220;404 Not Found&#8221;\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4e94\u3001\u5220\u9664\u6a21\u578b<\/h2>\n<pre><code>DELETE \/api\/delete\r\n<\/code><\/pre>\n<p>\u5220\u9664\u6a21\u578b\u53ca\u5176\u6570\u636e\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>name<\/code>\uff1a\u8981\u5220\u9664\u7684\u6a21\u578b\u540d\u79f0<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<p>[](https:\/\/github.com\/datawhalechina\/handy-ollama\/blob\/main\/docs\/C4\/1.%20Ollama%20API%20%E4%BD%BF%E7%94%A8%E6%8C%87%E5%8D%97.md#%E7%A4%BA%E4%BE%8B%E8%AF%B7%E6%B1%82-4)<\/p>\n<pre><code>curl -X DELETE http:\/\/localhost:11434\/api\/delete -d '{\r\n\"name\": \"llama3.1\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u5982\u679c\u6210\u529f\u5219\u8fd4\u56de &#8220;200 OK&#8221;\uff0c\u5982\u679c\u8981\u5220\u9664\u7684\u6a21\u578b\u4e0d\u5b58\u5728\u5219\u8fd4\u56de &#8220;404 Not Found&#8221;\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u516d\u3001\u5217\u51fa\u8fd0\u884c\u6a21\u578b<\/h2>\n<pre><code>GET \/api\/ps\r\n<\/code><\/pre>\n<p>\u5217\u51fa\u5f53\u524d\u52a0\u8f7d\u5230\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u3002<\/p>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/ps\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<pre><code>{\r\n\"models\":[\r\n{\r\n\"name\":\"llama3.1:latest\",\r\n\"model\":\"llama3.1:latest\",\r\n\"size\":6654289920,\r\n\"digest\":\"75382d0899dfaaa6ce331cf680b72bd6812c7f05e5158c5f2f43c6383e21d734\",\r\n\"details\":{\r\n\"parent_model\":\"\",\r\n\"format\":\"gguf\",\r\n\"family\":\"llama\",\r\n\"families\":[\"llama\"],\r\n\"parameter_size\":\"8.0B\",\r\n\"quantization_level\":\"Q4_0\"\r\n},\r\n\"expires_at\":\"2024-08-08T14:06:52.883023476+08:00\",\r\n\"size_vram\":6654289920\r\n}\r\n]\r\n}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u4e03\u3001\u5217\u51fa\u672c\u5730\u6a21\u578b<\/h2>\n<pre><code>GET \/api\/tags\r\n<\/code><\/pre>\n<p>\u5217\u51fa\u672c\u5730\u53ef\u7528\u7684\u6a21\u578b\u3002<\/p>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/tags\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<pre><code>{\r\n\"models\":[\r\n{\r\n\"name\":\"llama3.1:latest\",\r\n\"model\":\"llama3.1:latest\",\r\n\"modified_at\":\"2024-08-07T17:54:22.533937636+08:00\",\r\n\"size\":4661230977,\r\n\"digest\":\"75382d0899dfaaa6ce331cf680b72bd6812c7f05e5158c5f2f43c6383e21d734\",\r\n\"details\":{\r\n\"parent_model\":\"\",\r\n\"format\":\"gguf\",\r\n\"family\":\"llama\",\r\n\"families\":[\"llama\"],\r\n\"parameter_size\":\"8.0B\",\r\n\"quantization_level\":\"Q4_0\"\r\n}\r\n}\r\n]\r\n}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u516b\u3001\u663e\u793a\u6a21\u578b\u4fe1\u606f<\/h2>\n<pre><code>POST \/api\/show\r\n<\/code><\/pre>\n<p>\u663e\u793a\u6709\u5173\u6a21\u578b\u7684\u4fe1\u606f\uff0c\u5305\u62ec\u8be6\u7ec6\u4fe1\u606f\u3001modelfile\u3001\u6a21\u677f\u3001\u53c2\u6570\u3001\u8bb8\u53ef\u8bc1\u3001\u7cfb\u7edf\u63d0\u793a\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>name<\/code>\uff1a\u8981\u663e\u793a\u7684\u6a21\u578b\u540d\u79f0<\/li>\n<li><code>verbose<\/code>\uff08\u53ef\u9009\uff09\uff1a\u5982\u679c\u8bbe\u7f6e\u4e3a\u00a0<code>true<\/code>\uff0c\u5219\u8fd4\u56de\u8be6\u7ec6\u54cd\u5e94\u5b57\u6bb5\u7684\u5b8c\u6574\u6570\u636e<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/show -d '{\r\n\"name\": \"llama3.1\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<pre><code>{\r\n\"license\":\"...\",\r\n\"modelfile\":\"...\",\r\n\"parameters\":\"...\",\r\n\"template\":\"...\",\r\n\"details\":{\r\n\"parent_model\":\"\",\r\n\"format\":\"gguf\",\r\n\"family\":\"llama\",\r\n\"families\":[\"llama\"],\r\n\"parameter_size\":\"8.0B\",\r\n\"quantization_level\":\"Q4_0\"\r\n},\r\n\"model_info\":{\r\n\"general.architecture\":\"llama\",\r\n\"general.basename\":\"Meta-Llama-3.1\",\r\n\"general.file_type\":2,\r\n\"general.finetune\":\"Instruct\",\r\n\"general.languages\":[\"en\",\"de\",\"fr\",\"it\",\"pt\",\"hi\",\"es\",\"th\"],\r\n\"general.license\":\"llama3.1\",\r\n\"general.parameter_count\":8030261312,\r\n\"general.quantization_version\":2,\r\n\"general.size_label\":\"8B\",\r\n\"general.tags\":[\"facebook\",\"meta\",\"pytorch\",\"llama\",\"llama-3\",\"text-generation\"],\r\n\"general.type\":\"model\",\r\n\"llama.attention.head_count\":32,\r\n\"llama.attention.head_count_kv\":8,\r\n\"llama.attention.layer_norm_rms_epsilon\":0.00001,\r\n\"llama.block_count\":32,\r\n\"llama.context_length\":131072,\r\n\"llama.embedding_length\":4096,\r\n\"llama.feed_forward_length\":14336,\r\n\"llama.rope.dimension_count\":128,\r\n\"llama.rope.freq_base\":500000,\r\n\"llama.vocab_size\":128256,\r\n\"tokenizer.ggml.bos_token_id\":128000,\r\n\"tokenizer.ggml.eos_token_id\":128009,\r\n\"tokenizer.ggml.merges\":null,\r\n\"tokenizer.ggml.model\":\"gpt2\",\r\n\"tokenizer.ggml.pre\":\"llama-bpe\",\r\n\"tokenizer.ggml.token_type\":null,\r\n\"tokenizer.ggml.tokens\":null\r\n},\r\n\"modified_at\":\"2024-08-07T17:54:22.533937636+08:00\"\r\n}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u4e5d\u3001\u62c9\u53d6\u6a21\u578b<\/h2>\n<pre><code>POST \/api\/pull\r\n<\/code><\/pre>\n<p>\u4ece\u00a0<code>ollama<\/code>\u00a0\u5e93\u4e0b\u8f7d\u6a21\u578b\u3002\u4e2d\u65ad\u7684\u62c9\u53d6\u64cd\u4f5c\u4f1a\u4ece\u65ad\u70b9\u7ee7\u7eed\u4e0b\u8f7d\uff0c\u591a\u4e2a\u8c03\u7528\u5c06\u5171\u4eab\u76f8\u540c\u7684\u4e0b\u8f7d\u8fdb\u5ea6\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>name<\/code>\uff1a\u8981\u62c9\u53d6\u7684\u6a21\u578b\u540d\u79f0<\/li>\n<li><code>insecure<\/code>\uff08\u53ef\u9009\uff09\uff1a\u5141\u8bb8\u5bf9\u5e93\u8fdb\u884c\u4e0d\u5b89\u5168\u8fde\u63a5\u3002\u5efa\u8bae\u4ec5\u5728\u5f00\u53d1\u671f\u95f4\uff0c\u4ece\u81ea\u5df1\u7684\u5e93\u4e2d\u62c9\u53d6\u65f6\u4f7f\u7528\u6b64\u9009\u9879\u3002<\/li>\n<li><code>stream<\/code>\uff08\u53ef\u9009\uff09\uff1a\u5982\u679c\u4e3a\u00a0<code>false<\/code>\uff0c\u54cd\u5e94\u5c06\u4f5c\u4e3a\u5355\u4e2a\u54cd\u5e94\u5bf9\u8c61\u8fd4\u56de\uff0c\u800c\u4e0d\u662f\u5bf9\u8c61\u6d41\u3002<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/pull -d '{\r\n\"name\": \"llama3.1\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u5982\u679c\u00a0<code>stream<\/code>\u00a0\u672a\u6307\u5b9a\u6216\u8bbe\u7f6e\u4e3a\u00a0<code>true<\/code>\uff0c\u5219\u8fd4\u56de\u4e00\u4e32 JSON \u5bf9\u8c61\uff1a<\/p>\n<p>\u7b2c\u4e00\u4e2a\u5bf9\u8c61\u662f\u6e05\u5355\uff1a<\/p>\n<pre><code>{\r\n\"status\": \"pulling manifest\"\r\n}\r\n<\/code><\/pre>\n<p>\u7136\u540e\u662f\u4e00\u7cfb\u5217\u4e0b\u8f7d\u54cd\u5e94\u3002\u5728\u4e0b\u8f7d\u5b8c\u6210\u4e4b\u524d\uff0c\u53ef\u80fd\u4e0d\u4f1a\u5305\u542b\u00a0<code>completed<\/code>\u00a0\u952e\u3002\u8981\u4e0b\u8f7d\u7684\u6587\u4ef6\u6570\u91cf\u53d6\u51b3\u4e8e\u6e05\u5355\u4e2d\u6307\u5b9a\u7684\u5c42\u6570\u3002<\/p>\n<pre><code>{\r\n\"status\": \"downloading digestname\",\r\n\"digest\": \"digestname\",\r\n\"total\": 2142590208,\r\n\"completed\": 241970\r\n}\r\n<\/code><\/pre>\n<p>\u5728\u6240\u6709\u6587\u4ef6\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u6700\u540e\u7684\u54cd\u5e94\u662f\uff1a<\/p>\n<pre><code>{\r\n\"status\": \"verifying sha256 digest\"\r\n}\r\n{\r\n\"status\": \"writing manifest\"\r\n}\r\n{\r\n\"status\": \"removing any unused layers\"\r\n}\r\n{\r\n\"status\": \"success\"\r\n}\r\n<\/code><\/pre>\n<p>\u5982\u679c\u00a0<code>stream<\/code>\u00a0\u8bbe\u7f6e\u4e3a false\uff0c\u5219\u54cd\u5e94\u662f\u4e00\u4e2a\u5355\u4e00\u7684 JSON \u5bf9\u8c61\uff1a<\/p>\n<pre><code>{\r\n\"status\": \"success\"\r\n}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5341\u3001\u63a8\u9001\u6a21\u578b<\/h2>\n<pre><code>POST \/api\/push\r\n<\/code><\/pre>\n<p>\u5c06\u6a21\u578b\u4e0a\u4f20\u5230\u6a21\u578b\u5e93\u3002\u9700\u8981\u5148\u6ce8\u518c ollama.ai \u5e76\u6dfb\u52a0\u516c\u94a5\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>name<\/code>\uff1a\u8981\u63a8\u9001\u7684\u6a21\u578b\u540d\u79f0\uff0c\u683c\u5f0f\u4e3a\u00a0<code>&lt;namespace&gt;\/&lt;model&gt;:&lt;tag&gt;<\/code><\/li>\n<li><code>insecure<\/code>\uff08\u53ef\u9009\uff09\uff1a\u5141\u8bb8\u5bf9\u5e93\u8fdb\u884c\u4e0d\u5b89\u5168\u8fde\u63a5\u3002\u4ec5\u5728\u5f00\u53d1\u671f\u95f4\u63a8\u9001\u5230\u81ea\u5df1\u7684\u5e93\u65f6\u4f7f\u7528\u6b64\u9009\u9879\u3002<\/li>\n<li><code>stream<\/code>\uff08\u53ef\u9009\uff09\uff1a\u5982\u679c\u4e3a\u00a0<code>false<\/code>\uff0c\u54cd\u5e94\u5c06\u4f5c\u4e3a\u5355\u4e2a\u54cd\u5e94\u5bf9\u8c61\u8fd4\u56de\uff0c\u800c\u4e0d\u662f\u5bf9\u8c61\u6d41\u3002<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/push -d '{\r\n\"name\": \"mattw\/pygmalion:latest\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<p>\u5982\u679c\u00a0<code>stream<\/code>\u00a0\u672a\u6307\u5b9a\u6216\u8bbe\u7f6e\u4e3a\u00a0<code>true<\/code>\uff0c\u5219\u8fd4\u56de\u4e00\u4e32 JSON \u5bf9\u8c61\uff1a<\/p>\n<pre><code>{ \"status\": \"retrieving manifest\" }\r\n<\/code><\/pre>\n<p>\u7136\u540e\u662f\u4e00\u7cfb\u5217\u4e0a\u4f20\u54cd\u5e94\uff1a<\/p>\n<pre><code>{\r\n\"status\": \"starting upload\",\r\n\"digest\": \"sha256:bc07c81de745696fdf5afca05e065818a8149fb0c77266fb584d9b2cba3711ab\",\r\n\"total\": 1928429856\r\n}\r\n<\/code><\/pre>\n<p>\u6700\u540e\uff0c\u5f53\u4e0a\u4f20\u5b8c\u6210\u65f6\uff1a<\/p>\n<pre><code>{\"status\":\"pushing manifest\"}\r\n{\"status\":\"success\"}\r\n<\/code><\/pre>\n<p>\u5982\u679c\u00a0<code>stream<\/code>\u00a0\u8bbe\u7f6e\u4e3a\u00a0<code>false<\/code>\uff0c\u5219\u54cd\u5e94\u662f\u4e00\u4e2a\u5355\u4e00\u7684 JSON \u5bf9\u8c61\uff1a<\/p>\n<pre><code>{ \"status\": \"success\" }\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5341\u4e00\u3001\u751f\u6210\u5d4c\u5165<\/h2>\n<pre><code>POST \/api\/embed\r\n<\/code><\/pre>\n<p>\u4ece\u6a21\u578b\u751f\u6210\u5d4c\u5165\u3002<\/p>\n<h3>\u53c2\u6570<\/h3>\n<ul>\n<li><code>model<\/code>\uff1a\u8981\u4ece\u4e2d\u751f\u6210\u5d4c\u5165\u7684\u6a21\u578b\u540d\u79f0<\/li>\n<li><code>input<\/code>\uff1a\u8981\u751f\u6210\u5d4c\u5165\u7684\u6587\u672c\u6216\u6587\u672c\u5217\u8868<\/li>\n<\/ul>\n<p>\u9ad8\u7ea7\u53c2\u6570\uff1a<\/p>\n<ul>\n<li><code>truncate<\/code>\uff1a\u622a\u65ad\u6bcf\u4e2a\u8f93\u5165\u7684\u672b\u5c3e\u4ee5\u9002\u5e94\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u5982\u679c\u4e3a\u00a0<code>false<\/code>\u00a0\u5e76\u4e14\u8d85\u8fc7\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u5219\u8fd4\u56de\u9519\u8bef\u3002\u9ed8\u8ba4\u503c\u4e3a\u00a0<code>true<\/code><\/li>\n<li><code>options<\/code>\uff1a\u5176\u4ed6\u6a21\u578b\u53c2\u6570\uff0c\u5982\u00a0<code>temperature<\/code>\u3001<code>seed<\/code>\u00a0\u7b49<\/li>\n<li><code>keep_alive<\/code>\uff1a\u63a7\u5236\u8bf7\u6c42\u540e\u6a21\u578b\u5728\u5185\u5b58\u4e2d\u4fdd\u6301\u52a0\u8f7d\u7684\u65f6\u95f4\uff08\u9ed8\u8ba4\uff1a<code>5m<\/code>\uff09<\/li>\n<\/ul>\n<h3>\u793a\u4f8b\u8bf7\u6c42<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/embed -d '{\r\n\"model\": \"llama3.1\",\r\n\"input\": \"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\"\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"embeddings\":[[\r\n-0.008059342,-0.013182715,0.019781841,0.012018124,-0.024847334,\r\n-0.0031902494,-0.02714767,0.015282277,0.060032737,...\r\n]],\r\n\"total_duration\":3041671009,\r\n\"load_duration\":2864335471,\r\n\"prompt_eval_count\":7}\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u8bf7\u6c42\uff08\u591a\u4e2a\u8f93\u5165\uff09<\/h3>\n<pre><code>curl http:\/\/localhost:11434\/api\/embed -d '{\r\n\"model\": \"llama3.1\",\r\n\"input\": [\"\u4e3a\u4ec0\u4e48\u8349\u662f\u7eff\u7684\uff1f\",\"\u4e3a\u4ec0\u4e48\u5929\u662f\u84dd\u7684\uff1f\"]\r\n}'\r\n<\/code><\/pre>\n<h3>\u793a\u4f8b\u54cd\u5e94<\/h3>\n<pre><code>{\r\n\"model\":\"llama3.1\",\r\n\"embeddings\":[[\r\n-0.008471201,-0.013031566,0.019300476,0.011618419,-0.025197424,\r\n-0.0024164673,-0.02669075,0.015766116,0.059984162,...\r\n],[\r\n-0.012765694,-0.012822924,0.015915949,0.006415892,-0.02327763,\r\n0.004859615,-0.017922137,0.019488193,0.05638235,...\r\n]],\r\n\"total_duration\":195481419,\r\n\"load_duration\":1318886,\r\n\"prompt_eval_count\":14\r\n}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u9519\u8bef\u5904\u7406<\/h2>\n<p>Ollama API \u5728\u53d1\u751f\u9519\u8bef\u65f6\u4f1a\u8fd4\u56de\u76f8\u5e94\u7684\u9519\u8bef\u4ee3\u7801\u548c\u6d88\u606f\u3002\u5e38\u89c1\u9519\u8bef\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>400 Bad Request\uff1a\u8bf7\u6c42\u683c\u5f0f\u9519\u8bef\u3002<\/li>\n<li>404 Not Found\uff1a\u8bf7\u6c42\u7684\u8d44\u6e90\u4e0d\u5b58\u5728\u3002<\/li>\n<li>500 Internal Server Error\uff1a\u670d\u52a1\u5668\u5185\u90e8\u9519\u8bef\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u4ecb Ollama \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684 REST API\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u65b9\u4fbf\u5730\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4ea4\u4e92\u3002\u901a\u8fc7 Ollama API\uff0c\u7528\u6237\u53ef\u4ee5\u53d1\u9001\u8bf7\u6c42\u5e76\u63a5\u6536\u6a21\u578b\u751f\u6210\u7684\u54cd\u5e94\uff0c\u5e94\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u6587\u672c\u751f\u6210\u7b49\u4efb\u52a1\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u751f\u6210\u8865\u5168\u3001\u5bf9\u8bdd\u751f\u6210\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u5e76&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[182],"tags":[],"class_list":["post-28492","post","type-post","status-publish","format-standard","hentry","category-shicao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/28492","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=28492"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/28492\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=28492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=28492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=28492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}