{"id":30853,"date":"2025-05-05T18:25:19","date_gmt":"2025-05-05T10:25:19","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30853"},"modified":"2025-07-15T14:05:52","modified_gmt":"2025-07-15T06:05:52","slug":"deep-recall","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/deep-recall\/","title":{"rendered":"Deep Recall\uff1a\u4e3a\u5927\u6a21\u578b\u63d0\u4f9b\u4f01\u4e1a\u7ea7\u8bb0\u5fc6\u6846\u67b6\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>Deep Recall \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u4f01\u4e1a\u7ea7\u8bb0\u5fc6\u6846\u67b6\uff0c\u4e13\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8bbe\u8ba1\u3002\u5b83\u901a\u8fc7\u9ad8\u6548\u7684\u4e0a\u4e0b\u6587\u68c0\u7d22\u548c\u6574\u5408\uff0c\u63d0\u4f9b\u8d85\u4e2a\u6027\u5316\u7684\u54cd\u5e94\u80fd\u529b\u3002\u6846\u67b6\u91c7\u7528\u4e09\u5c42\u67b6\u6784\uff0c\u5305\u62ec\u8bb0\u5fc6\u670d\u52a1\u3001\u63a8\u7406\u670d\u52a1\u548c\u534f\u8c03\u5668\uff0c\u652f\u6301GPU\u4f18\u5316\u63a8\u7406\u548c\u5411\u91cf\u6570\u636e\u5e93\u6574\u5408\u3002Deep Recall \u9002\u7528\u4e8e\u4e91\u7aef\u548c\u672c\u5730\u90e8\u7f72\uff0c\u5177\u5907\u81ea\u52a8\u5316\u6269\u5c55\u529f\u80fd\uff0c\u786e\u4fdd\u9ad8\u6027\u80fd\u548c\u53ef\u9760\u6027\u3002\u5b83\u4e0d\u4ec5\u63d0\u5347\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u611f\u77e5\u80fd\u529b\uff0c\u8fd8\u80fd\u6839\u636e\u7528\u6237\u5386\u53f2\u548c\u504f\u597d\u751f\u6210\u5b9a\u5236\u5316\u56de\u590d\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u6df1\u5ea6\u4e2a\u6027\u5316\u4ea4\u4e92\u7684\u573a\u666f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30854\" title=\"Deep Recall\uff1a\u4e3a\u5927\u6a21\u578b\u63d0\u4f9b\u4f01\u4e1a\u7ea7\u8bb0\u5fc6\u6846\u67b6\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/cdb427ce972f34a.jpg\" alt=\"Deep Recall\uff1a\u4e3a\u5927\u6a21\u578b\u63d0\u4f9b\u4f01\u4e1a\u7ea7\u8bb0\u5fc6\u6846\u67b6\u7684\u5f00\u6e90\u5de5\u5177-1\" width=\"600\" height=\"300\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/cdb427ce972f34a.jpg 600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/cdb427ce972f34a-18x9.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u9ad8\u6548\u4e0a\u4e0b\u6587\u68c0\u7d22\uff1a\u5feb\u901f\u4ece\u7528\u6237\u5386\u53f2\u4ea4\u4e92\u4e2d\u63d0\u53d6\u76f8\u5173\u4fe1\u606f\u3002<\/li>\n<li>\u4e2a\u6027\u5316\u54cd\u5e94\u751f\u6210\uff1a\u6839\u636e\u7528\u6237\u504f\u597d\u548c\u5386\u53f2\u6570\u636e\u751f\u6210\u5b9a\u5236\u5316\u56de\u590d\u3002<\/li>\n<li>GPU\u4f18\u5316\u63a8\u7406\uff1a\u5229\u7528GPU\u52a0\u901f\u63a8\u7406\u8fc7\u7a0b\uff0c\u63d0\u5347\u5904\u7406\u901f\u5ea6\u3002<\/li>\n<li>\u5411\u91cf\u6570\u636e\u5e93\u6574\u5408\uff1a\u652f\u6301\u9ad8\u6548\u5b58\u50a8\u548c\u67e5\u8be2\u5927\u89c4\u6a21\u5411\u91cf\u6570\u636e\u3002<\/li>\n<li>\u81ea\u52a8\u5316\u6269\u5c55\uff1a\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u5206\u914d\uff0c\u9002\u5e94\u4e0d\u540c\u8d1f\u8f7d\u9700\u6c42\u3002<\/li>\n<li>RESTful API\u652f\u6301\uff1a\u63d0\u4f9b\u4fbf\u6377\u7684\u8bb0\u5fc6\u7ba1\u7406\u548c\u68c0\u7d22\u63a5\u53e3\u3002<\/li>\n<li>\u7efc\u5408\u76d1\u63a7\u4e0e\u7ef4\u62a4\uff1a\u5185\u7f6e\u76d1\u63a7\u5de5\u5177\uff0c\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<li>\u5b89\u5168\u626b\u63cf\u7cfb\u7edf\uff1a\u901a\u8fc7\u4f9d\u8d56\u626b\u63cf\u3001\u4ee3\u7801\u5206\u6790\u7b49\u786e\u4fdd\u4ee3\u7801\u5b89\u5168\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528 Deep Recall\uff0c\u9700\u8981\u5728\u652f\u6301 Python \u7684\u73af\u5883\u4e2d\u5b89\u88c5\u5e76\u914d\u7f6e\u76f8\u5173\u4f9d\u8d56\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u83b7\u53d6 Deep Recall \u6e90\u4ee3\u7801\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/jkanalakis\/deep-recall.git\r\ncd deep-recall\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u4e3a\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\uff0c\u5efa\u8bae\u521b\u5efa Python \u865a\u62df\u73af\u5883\uff1a<\/p>\n<pre><code>python -m venv venv\r\nsource venv\/bin\/activate  # Linux\/macOS\r\nvenv\\Scripts\\activate  # Windows\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5\u9879\u76ee\u6240\u9700\u7684\u8fd0\u884c\u548c\u5f00\u53d1\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\npip install -r requirements-dev.txt\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u9884\u63d0\u4ea4\u94a9\u5b50<\/strong><br \/>\n\u4e3a\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\uff0c\u5b89\u88c5 pre-commit \u94a9\u5b50\uff1a<\/p>\n<pre><code>pre-commit install\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u901a\u8fc7\u8fd0\u884c\u6d4b\u8bd5\u7528\u4f8b\u9a8c\u8bc1\u73af\u5883\u914d\u7f6e\u662f\u5426\u6b63\u786e\u3002\u53c2\u8003\u9879\u76ee\u4e2d\u7684\u00a0<code>CONTRIBUTING.md<\/code>\u00a0\u6587\u4ef6\uff0c\u6267\u884c\u6d4b\u8bd5\u547d\u4ee4\uff1a<\/p>\n<pre><code>pytest\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>1. \u4e0a\u4e0b\u6587\u68c0\u7d22\u4e0e\u4e2a\u6027\u5316\u54cd\u5e94<\/h4>\n<p>Deep Recall \u7684\u6838\u5fc3\u529f\u80fd\u662f\u57fa\u4e8e\u7528\u6237\u5386\u53f2\u4ea4\u4e92\u751f\u6210\u4e2a\u6027\u5316\u54cd\u5e94\u3002\u7528\u6237\u901a\u8fc7 RESTful API \u8c03\u7528\u8bb0\u5fc6\u670d\u52a1\uff0c\u7cfb\u7edf\u4f1a\u4ece\u5411\u91cf\u6570\u636e\u5e93\u4e2d\u68c0\u7d22\u76f8\u5173\u4e0a\u4e0b\u6587\uff0c\u5e76\u7ed3\u5408\u5f53\u524d\u8f93\u5165\u751f\u6210\u56de\u590d\u3002\u64cd\u4f5c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li><strong>API \u8c03\u7528<\/strong>\uff1a\u4f7f\u7528 POST \u8bf7\u6c42\u5411\u00a0<code>\/memory\/retrieve<\/code>\u00a0\u7aef\u70b9\u53d1\u9001\u7528\u6237ID\u548c\u67e5\u8be2\u5185\u5bb9\u3002\u4f8b\u5982\uff1a\n<pre><code>curl -X POST http:\/\/localhost:8000\/memory\/retrieve \\\r\n-H \"Content-Type: application\/json\" \\\r\n-d '{\"user_id\": \"user123\", \"query\": \"\u63a8\u8350\u4e00\u90e8\u7535\u5f71\"}'\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u54cd\u5e94\u5904\u7406<\/strong>\uff1aAPI \u8fd4\u56de\u5305\u542b\u4e0a\u4e0b\u6587\u548c\u751f\u6210\u56de\u590d\u7684 JSON \u6570\u636e\uff0c\u5f00\u53d1\u8005\u53ef\u76f4\u63a5\u89e3\u6790\u5e76\u5c55\u793a\u7ed9\u7528\u6237\u3002<\/li>\n<li><strong>\u914d\u7f6e\u4e2a\u6027\u5316<\/strong>\uff1a\u5728\u914d\u7f6e\u6587\u4ef6\u00a0<code>config\/memory_config.json<\/code>\u00a0\u4e2d\u8c03\u6574\u68c0\u7d22\u53c2\u6570\uff0c\u5982\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927\u5c0f\u6216\u76f8\u4f3c\u5ea6\u9608\u503c\u3002<\/li>\n<\/ul>\n<h4>2. GPU\u4f18\u5316\u63a8\u7406<\/h4>\n<p>Deep Recall \u652f\u6301 GPU \u52a0\u901f\u63a8\u7406\uff0c\u663e\u8457\u63d0\u5347\u5904\u7406\u901f\u5ea6\u3002\u7528\u6237\u9700\u786e\u4fdd\u7cfb\u7edf\u5b89\u88c5\u4e86 CUDA \u548c\u76f8\u5173\u9a71\u52a8\u3002\u914d\u7f6e\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u5b89\u88c5 GPU \u4f9d\u8d56\uff1a\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\uff0c\u786e\u4fdd\u00a0<code>requirements.txt<\/code>\u00a0\u4e2d\u7684 GPU \u76f8\u5173\u5e93\uff08\u5982 PyTorch\uff09\u5df2\u6b63\u786e\u5b89\u88c5\u3002<\/li>\n<li>\u542f\u52a8\u63a8\u7406\u670d\u52a1\uff1a\u5728\u9879\u76ee\u6839\u76ee\u5f55\u8fd0\u884c\uff1a\n<pre><code>python -m deep_recall.inference_service --gpu\r\n<\/code><\/pre>\n<\/li>\n<li>\u9a8c\u8bc1 GPU \u4f7f\u7528\uff1a\u901a\u8fc7\u65e5\u5fd7\u786e\u8ba4\u63a8\u7406\u670d\u52a1\u6b63\u5728\u5229\u7528 GPU \u8d44\u6e90\u3002<\/li>\n<\/ul>\n<h4>3. \u5411\u91cf\u6570\u636e\u5e93\u6574\u5408<\/h4>\n<p>Deep Recall \u4f7f\u7528\u5411\u91cf\u6570\u636e\u5e93\u5b58\u50a8\u7528\u6237\u4ea4\u4e92\u6570\u636e\uff0c\u652f\u6301\u9ad8\u6548\u67e5\u8be2\u3002\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<ul>\n<li><strong>\u521d\u59cb\u5316\u6570\u636e\u5e93<\/strong>\uff1a\u8fd0\u884c\u521d\u59cb\u5316\u811a\u672c\uff0c\u521b\u5efa\u5411\u91cf\u7d22\u5f15\uff1a\n<pre><code>python scripts\/init_vector_db.py\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u6570\u636e\u5bfc\u5165<\/strong>\uff1a\u901a\u8fc7 API \u6216\u811a\u672c\u5c06\u7528\u6237\u5386\u53f2\u6570\u636e\u5bfc\u5165\u6570\u636e\u5e93\u3002\u793a\u4f8b API \u8c03\u7528\uff1a\n<pre><code>curl -X POST http:\/\/localhost:8000\/memory\/store \\\r\n-H \"Content-Type: application\/json\" \\\r\n-d '{\"user_id\": \"user123\", \"data\": \"\u7528\u6237\u559c\u6b22\u79d1\u5e7b\u7535\u5f71\"}'\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u67e5\u8be2\u6570\u636e<\/strong>\uff1a\u4f7f\u7528\u68c0\u7d22 API \u6309\u9700\u67e5\u8be2\u5b58\u50a8\u7684\u5411\u91cf\u6570\u636e\u3002<\/li>\n<\/ul>\n<h4>4. \u81ea\u52a8\u5316\u6269\u5c55<\/h4>\n<p>Deep Recall \u652f\u6301\u52a8\u6001\u8d44\u6e90\u5206\u914d\uff0c\u9002\u5408\u9ad8\u8d1f\u8f7d\u573a\u666f\u3002\u7528\u6237\u53ef\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u00a0<code>config\/scaling_config.json<\/code>\u00a0\u8bbe\u7f6e\u6269\u5c55\u7b56\u7565\uff0c\u5982\u6700\u5927\u5b9e\u4f8b\u6570\u6216\u8d1f\u8f7d\u9608\u503c\u3002\u542f\u52a8\u534f\u8c03\u5668\u670d\u52a1\uff1a<\/p>\n<pre><code>python -m deep_recall.orchestrator\r\n<\/code><\/pre>\n<p>\u534f\u8c03\u5668\u4f1a\u6839\u636e\u8d1f\u8f7d\u81ea\u52a8\u8c03\u6574\u63a8\u7406\u670d\u52a1\u5b9e\u4f8b\u6570\u91cf\u3002<\/p>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u5b89\u5168\u626b\u63cf\u7cfb\u7edf<\/h4>\n<p>Deep Recall \u5185\u7f6e\u4e86\u5168\u9762\u7684\u5b89\u5168\u626b\u63cf\u5de5\u5177\uff0c\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u3002\u64cd\u4f5c\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li><strong>\u8fd0\u884c\u4f9d\u8d56\u626b\u63cf<\/strong>\uff1a\u68c0\u67e5 Python \u4f9d\u8d56\u4e2d\u7684\u5df2\u77e5\u6f0f\u6d1e\uff1a\n<pre><code>safety check\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4ee3\u7801\u5b89\u5168\u5206\u6790<\/strong>\uff1a\u4f7f\u7528 Bandit \u626b\u63cf\u4ee3\u7801\u4e2d\u7684\u5b89\u5168\u95ee\u9898\uff1a\n<pre><code>bandit -r deep_recall\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u67e5\u770b\u62a5\u544a<\/strong>\uff1a\u626b\u63cf\u7ed3\u679c\u4ee5 JSON \u548c Markdown \u683c\u5f0f\u4fdd\u5b58\u5728\u00a0<code>reports\/<\/code>\u00a0\u76ee\u5f55\uff0c\u4f9b\u7528\u6237\u5ba1\u67e5\u3002<\/li>\n<\/ul>\n<h4>API \u5ba2\u6237\u7aef\u793a\u4f8b<\/h4>\n<p>Deep Recall \u63d0\u4f9b Python \u548c JavaScript \u5ba2\u6237\u7aef\u5e93\uff0c\u7b80\u5316 API \u96c6\u6210\u3002\u793a\u4f8b Python \u4ee3\u7801\uff1a<\/p>\n<pre><code>from deep_recall_client import DeepRecallClient\r\nclient = DeepRecallClient(\"http:\/\/localhost:8000\")\r\nresponse = client.retrieve_memory(user_id=\"user123\", query=\"\u63a8\u8350\u4e00\u90e8\u7535\u5f71\")\r\nprint(response[\"reply\"])\r\n<\/code><\/pre>\n<p>\u7528\u6237\u8fd8\u53ef\u53c2\u8003\u9879\u76ee\u4e2d\u7684 <a href=\"https:\/\/www.kdjingpai.com\/de\/react\/\">React<\/a> \u793a\u4f8b\u524d\u7aef\uff0c\u5feb\u901f\u6784\u5efa\u4ea4\u4e92\u754c\u9762\u3002<\/p>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u7f51\u7edc\u8fde\u63a5\u7a33\u5b9a\uff0cAPI \u8c03\u7528\u53ef\u80fd\u56e0\u7f51\u7edc\u95ee\u9898\u5931\u8d25\u3002<\/li>\n<li>\u5b9a\u671f\u5907\u4efd\u5411\u91cf\u6570\u636e\u5e93\uff0c\u53c2\u8003\u00a0<code>docs\/backup.md<\/code>\u00a0\u914d\u7f6e\u81ea\u52a8\u5907\u4efd\u3002<\/li>\n<li>\u68c0\u67e5\u00a0<code>config\/security_config.json<\/code>\uff0c\u81ea\u5b9a\u4e49\u5b89\u5168\u626b\u63cf\u89c4\u5219\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5ba2\u6237\u670d\u52a1\u673a\u5668\u4eba<\/strong><br \/>\nDeep Recall \u53ef\u4e3a\u5ba2\u670d\u673a\u5668\u4eba\u63d0\u4f9b\u8bb0\u5fc6\u529f\u80fd\uff0c\u8bb0\u5f55\u7528\u6237\u5386\u53f2\u95ee\u9898\u548c\u504f\u597d\uff0c\u751f\u6210\u66f4\u8d34\u5408\u7528\u6237\u9700\u6c42\u7684\u56de\u590d\u3002\u4f8b\u5982\uff0c\u5728\u7535\u5546\u5e73\u53f0\uff0c\u673a\u5668\u4eba\u80fd\u6839\u636e\u7528\u6237\u8fc7\u5f80\u8d2d\u4e70\u8bb0\u5f55\u63a8\u8350\u5546\u54c1\u3002<\/li>\n<li><strong>\u4e2a\u6027\u5316\u6559\u80b2\u5e73\u53f0<\/strong><br \/>\n\u5728\u5728\u7ebf\u6559\u80b2\u4e2d\uff0cDeep Recall \u53ef\u5b58\u50a8\u5b66\u751f\u7684\u5b66\u4e60\u8fdb\u5ea6\u548c\u5174\u8da3\uff0c\u751f\u6210\u5b9a\u5236\u5316\u5b66\u4e60\u5efa\u8bae\u3002\u4f8b\u5982\uff0c\u4e3a\u5b66\u751f\u63a8\u8350\u9002\u5408\u5176\u6c34\u5e73\u7684\u7ec3\u4e60\u9898\u3002<\/li>\n<li><strong>\u667a\u80fd\u52a9\u624b\u5f00\u53d1<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u5229\u7528 Deep Recall \u6784\u5efa\u667a\u80fd\u52a9\u624b\uff0c\u8bb0\u5f55\u7528\u6237\u4e60\u60ef\uff0c\u63d0\u4f9b\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u5efa\u8bae\u3002\u4f8b\u5982\uff0c\u52a9\u624b\u53ef\u6839\u636e\u7528\u6237\u65e5\u7a0b\u63d0\u9192\u4f1a\u8bae\u6216\u4efb\u52a1\u3002<\/li>\n<li><strong>\u5185\u5bb9\u63a8\u8350\u7cfb\u7edf<\/strong><br \/>\nDeep Recall \u9002\u5408\u6784\u5efa\u5185\u5bb9\u63a8\u8350\u5f15\u64ce\uff0c\u901a\u8fc7\u5206\u6790\u7528\u6237\u6d4f\u89c8\u5386\u53f2\uff0c\u63a8\u8350\u76f8\u5173\u6587\u7ae0\u3001\u89c6\u9891\u6216\u4ea7\u54c1\u3002\u4f8b\u5982\uff0c\u65b0\u95fb\u5e73\u53f0\u53ef\u6839\u636e\u7528\u6237\u9605\u8bfb\u504f\u597d\u63a8\u9001\u4e2a\u6027\u5316\u8d44\u8baf\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u77e5\u8bc6\u7ba1\u7406<\/strong><br \/>\n\u4f01\u4e1a\u53ef\u4f7f\u7528 Deep Recall \u6784\u5efa\u5185\u90e8\u77e5\u8bc6\u5e93\uff0c\u5b58\u50a8\u5458\u5de5\u4ea4\u4e92\u6570\u636e\uff0c\u5feb\u901f\u68c0\u7d22\u5386\u53f2\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u6280\u672f\u652f\u6301\u56e2\u961f\u53ef\u901a\u8fc7\u7cfb\u7edf\u67e5\u627e\u8fc7\u5f80\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Deep Recall \u652f\u6301\u54ea\u4e9b\u5927\u6a21\u578b\uff1f<\/strong><br \/>\nDeep Recall \u517c\u5bb9\u591a\u79cd\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u5982 LLaMA\u3001Mistral \u548c BERT\u3002\u7528\u6237\u53ef\u53c2\u8003\u5b98\u65b9\u6587\u6863\u00a0<code>docs\/model_support.md<\/code>\u00a0\u67e5\u770b\u5b8c\u6574\u652f\u6301\u5217\u8868\u3002<\/li>\n<li><strong>\u5982\u4f55\u786e\u4fdd\u6570\u636e\u9690\u79c1\uff1f<\/strong><br \/>\nDeep Recall \u652f\u6301\u672c\u5730\u90e8\u7f72\uff0c\u6570\u636e\u5b58\u50a8\u5728\u7528\u6237\u63a7\u5236\u7684\u670d\u52a1\u5668\u4e0a\u3002\u7528\u6237\u53ef\u901a\u8fc7\u52a0\u5bc6\u5377\u6216\u914d\u7f6e\u9632\u706b\u5899\u8fdb\u4e00\u6b65\u4fdd\u62a4\u6570\u636e\u9690\u79c1\u3002<\/li>\n<li><strong>\u662f\u5426\u9700\u8981 GPU \u8fd0\u884c\uff1f<\/strong><br \/>\nGPU \u53ef\u52a0\u901f\u63a8\u7406\uff0c\u4f46\u4e0d\u662f\u5fc5\u9700\u3002CPU \u73af\u5883\u4e5f\u80fd\u8fd0\u884c Deep Recall\uff0c\u53ea\u662f\u5904\u7406\u901f\u5ea6\u7a0d\u6162\u3002\u5efa\u8bae\u9ad8\u8d1f\u8f7d\u573a\u666f\u4f7f\u7528 GPU\u3002<\/li>\n<li><strong>\u5982\u4f55\u5904\u7406 API \u8c03\u7528\u5931\u8d25\uff1f<\/strong><br \/>\n\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u548c API \u7aef\u70b9\u914d\u7f6e\u3002\u82e5\u95ee\u9898\u6301\u7eed\uff0c\u67e5\u770b\u65e5\u5fd7\u6587\u4ef6\u00a0<code>logs\/service.log<\/code>\u00a0\u6216\u8054\u7cfb\u5b98\u65b9\u652f\u6301\u90ae\u7bb1\u3002<\/li>\n<li><strong>\u662f\u5426\u652f\u6301\u591a\u8bed\u8a00\u6570\u636e\uff1f<\/strong><br \/>\n\u662f\u7684\uff0cDeep Recall \u7684\u5411\u91cf\u6570\u636e\u5e93\u652f\u6301\u591a\u8bed\u8a00\u6587\u672c\u5b58\u50a8\u548c\u68c0\u7d22\uff0c\u9002\u5408\u56fd\u9645\u5316\u5e94\u7528\u573a\u666f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Deep Recall \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u4f01\u4e1a\u7ea7\u8bb0\u5fc6\u6846\u67b6\uff0c\u4e13\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8bbe\u8ba1\u3002\u5b83\u901a\u8fc7\u9ad8\u6548\u7684\u4e0a\u4e0b\u6587\u68c0\u7d22\u548c\u6574\u5408\uff0c\u63d0\u4f9b\u8d85\u4e2a\u6027\u5316\u7684\u54cd\u5e94\u80fd\u529b\u3002\u6846\u67b6\u91c7\u7528\u4e09\u5c42\u67b6\u6784\uff0c\u5305\u62ec\u8bb0\u5fc6\u670d\u52a1\u3001\u63a8\u7406\u670d\u52a1\u548c\u534f\u8c03\u5668\uff0c\u652f\u6301GPU\u4f18\u5316\u63a8\u7406\u548c\u5411\u91cf\u6570\u636e\u5e93\u6574\u5408\u3002Deep Rec&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62311,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,243],"class_list":["post-30853","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/30853","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=30853"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/30853\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/62311"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=30853"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=30853"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=30853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}