{"id":13540,"date":"2026-10-18T18:16:44","date_gmt":"2026-10-18T10:16:44","guid":{"rendered":"https:\/\/infernews.com\/blog\/hy-memory\/"},"modified":"2026-10-18T18:24:26","modified_gmt":"2026-10-18T10:24:26","slug":"hy-memory","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/hy-memory\/","title":{"rendered":"Hy Memory \u5171\u4eab\u4e0d\u540c Agent \u7684\u8a18\u61b6"},"content":{"rendered":"\n
\"Tencent<\/figure>\n\n\n\n

\u7576 AI \u9700\u8981\u8a18\u4f4f\u7684\u4e0d\u53ea\u662f\u55ae\u53e5\u4e8b\u5be6\uff0c\u9084\u5305\u62ec\u4e8b\u60c5\u662f\u5982\u4f55\u767c\u5c55\u3001\u4efb\u52d9\u505a\u5230\u54ea\u4e00\u6b65\uff0c\u4ee5\u53ca\u4ee3\u78bc\u70ba\u4f55\u9019\u6a23\u4fee\u6539\uff0cHy Memory \u4fbf\u63d0\u4f9b\u4e86\u4e00\u5957\u8f03\u5b8c\u6574\u7684\u8655\u7406\u65b9\u5f0f\u3002\u5b83\u5c6c\u65bc\u9762\u5411 LLM agents \u7684\u8a8d\u77e5\u8a18\u61b6\u5f15\u64ce\u8207 Python SDK\uff0c\u5c07 Chat\u3001Working\u3001Coding \u4e09\u985e\u5834\u666f\u5206\u958b\u8655\u7406\uff0c\u6e1b\u5c11\u9577\u5c0d\u8a71\u548c\u9577\u671f\u4efb\u52d9\u4e2d\u53ec\u56de\u932f\u8aa4\u8108\u7d61\u7684\u554f\u984c\u3002<\/p>\n\n\n\n

Chat \u4ee5\u5206\u5c64\u9577\u671f\u8a18\u61b6\u6574\u7406\u4e8b\u4ef6\u53ca\u5f8c\u7e8c\u767c\u5c55\uff1bWorking \u540c\u6642\u4fdd\u5b58\u4efb\u52d9\u4e8b\u5be6\u8207\u53ef\u91cd\u7528\u7d93\u9a57\uff0c\u91cd\u7528\u524d\u6703\u6aa2\u67e5\u9069\u7528\u689d\u4ef6\uff1bCoding \u5247\u4ee5\u7248\u672c\u6f14\u5316\u93c8\u8ffd\u8e64\u6bcf\u6b21\u6539\u52d5\uff0c\u5c07\u76f8\u95dc\u6307\u4ee4\u3001\u771f\u5be6 diff \u548c\u6307\u5b9a\u51fd\u5f0f\u5340\u584a\u9023\u7d50\u8d77\u4f86\u3002\u9019\u6bd4\u55ae\u7d14\u628a\u5167\u5bb9\u5207\u6bb5\u5f8c\u4ea4\u7d66\u5411\u91cf\u641c\u5c0b\u66f4\u9069\u5408\u9700\u8981\u5ef6\u7e8c\u5de5\u4f5c\u7684 Agent\uff0c\u4f46\u4e5f\u4f9d\u8cf4\u6e05\u6670\u7684 user id\u3001workspace id \u548c\u4ee3\u78bc\u8b8a\u66f4\u4f86\u6e90\u3002<\/p>\n\n\n<\/div>\n\n\n

\u2022 \u81ea\u52d5\u6309\u5de5\u5177\u547c\u53eb\u53ca\u641c\u5c0b\u6a21\u5f0f\u5206\u6d41\u5230\u4e09\u985e\u8a18\u61b6
\n\u2022 \u652f\u63f4\u8a18\u61b6\u7684\u65b0\u589e\u3001\u66f4\u65b0\u3001\u522a\u9664\u3001\u5217\u51fa\u53ca System 2 \u6f14\u5316
\n\u2022 Coding \u53ef\u8b80\u53d6\u672c\u5730 Git diff\uff0c\u4ea6\u53ef\u8655\u7406 path\u3001old\u3001new \u66ff\u63db\u8a18\u9304
\n\u2022 MemHub \u5c07 Claude Code\u3001Cursor\u3001Codex\u3001OpenCode \u548c Qwen Code \u7b49\u5de5\u5177\u7684\u8cc7\u6599\u96c6\u4e2d\u7ba1\u7406<\/p>\n\n\n\n

\u8a55\u6e2c\u6db5\u84cb\u56db\u5957 benchmark\uff1aLoCoMo \u804a\u5929\u8a18\u61b6\u6e96\u78ba\u7387\u70ba 72.6%\uff0cMemoryArena \u5de5\u4f5c\u8a18\u61b6\u5e73\u5747\u5206\u70ba 55.31%\uff0cCodeMemoryBench \u7684\u554f\u7b54\u53ca\u89e3\u6c7a\u7387\u70ba 64.2% \u548c 35.6%\uff0cSWE-ContextBench \u89e3\u6c7a\u7387\u70ba 28.3%\u3002\u5b98\u65b9\u4ea6\u6307\u8a18\u61b6\u5132\u5b58\u4f54\u7528\u7dad\u6301\u5728\u8f03\u4f4e\u6c34\u5e73\uff0c\u4f46\u4e0d\u540c\u4efb\u52d9\u548c\u8cc7\u6599\u4f86\u6e90\u4ecd\u6703\u5f71\u97ff\u7d50\u679c\u3002<\/p>\n\n\n\n

\u900f\u904e hy-memory SDK \u63a5\u5165\uff0c\u6309\u5834\u666f\u5beb\u5165\u53ca\u641c\u5c0b\uff1b\u4e0d\u6307\u5b9a\u5834\u666f\u6642\uff0c\u7121\u5de5\u5177\u547c\u53eb\u7684\u5beb\u5165\u6703\u76f4\u63a5\u9032\u5165 Chat\uff0c\u5e36\u5de5\u5177\u547c\u53eb\u7684\u5167\u5bb9\u624d\u6703\u5206\u985e\u3002Hy-Memory-30B-A3B \u662f\u8ca0\u8cac\u8a18\u61b6\u8b80\u5beb\u7684\u5c08\u7528\u6a21\u578b\uff0c\u7d04\u6709 3B \u6fc0\u6d3b\u53c3\u6578\uff0c\u4e26\u53ef\u8207\u5f15\u64ce\u5206\u958b\u4f7f\u7528\uff1bMemHub \u5247\u63d0\u4f9b local-first \u684c\u9762\u53ca CLI \u7522\u54c1\uff0c\u9069\u5408\u9700\u8981\u8de8 AI \u5de5\u5177\u5ef6\u7e8c\u5c0d\u8a71\u6216\u7de8\u7a0b\u5de5\u4f5c\u7684\u500b\u4eba\u8207\u5718\u968a\u3002<\/p>\n\n\n\n

\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 GitHub<\/strong><\/a> \u00b7 \u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Hy Memory \u7684\u6a21\u578b\u3001\u6846\u67b6\u3001\u61c9\u7528\u4e09\u5c64\u5168\u958b\u6e90\u3002\u5c07\u804a\u5929\u8108\u7d61\u3001\u5de5\u4f5c\u9032\u5ea6\u8207\u4ee3\u78bc\u4fee\u6539\u539f\u56e0\u5206\u958b\u7ba1\u7406\uff0c\u518d\u8b93\u4e0d\u540c AI \u5de5\u5177\u5171\u4eab\u540c\u4e00\u4efd\u8a18\u61b6\u3002<\/p>\n","protected":false},"author":8,"featured_media":13539,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,172,116,76,137,38,158,152,146,199],"tags":[],"class_list":["post-13540","post","type-post","status-publish","format-standard","hentry","category-133","category-172","category-agentic","category-76","category-api","category-38","category-ide","category-python","category-146","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13540","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=13540"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13540\/revisions"}],"predecessor-version":[{"id":13542,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13540\/revisions\/13542"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13539"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13540"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13540"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13540"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}