{"id":91625,"date":"2026-08-08T07:49:08","date_gmt":"2026-08-07T23:49:08","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/91625.html"},"modified":"2026-08-08T07:49:08","modified_gmt":"2026-08-07T23:49:08","slug":"%e6%9c%80%e7%ae%80%e8%ae%b0%e5%bf%86%ef%bc%9a%e8%ae%a9-agent-%e8%ae%b0%e4%bd%8f%e4%bd%a0%e7%9a%84%e5%90%8d%e5%ad%97%ef%bc%88%e7%ac%ac77%e7%af%87-e63%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/91625.html","title":{"rendered":"\u6700\u7b80\u8bb0\u5fc6\uff1a\u8ba9 Agent \u8bb0\u4f4f\u4f60\u7684\u540d\u5b57\uff08\u7b2c77\u7bc7-E63\uff09"},"content":{"rendered":"

\u7cfb\u5217\u300c\u4f01\u4e1a\u7ea7 AI Agent \u5b9e\u73b0\u62c6\u89e3\u300dE63 \u7bc7，Part 14 \u8bb0\u5fc6\u7bc7\u7b2c\u4e00\u7ae0\u3002\u4e0a\u4e00\u7bc7\u6536\u5b8c\u4e86 RAG\u2014\u2014\u90a3\u89e3\u51b3\u7684\u662f\u300cAgent \u61c2\u4e1a\u52a1\u300d\u3002\u8fd9\u7bc7\u5f00\u59cb\u8bb2\u8bb0\u5fc6，\u89e3\u51b3\u7684\u662f\u300cAgent \u8bb0\u5f97\u4f60\u300d\u3002<\/p>\n

\u5148\u7ed9\u4e00\u4e2a\u53ef\u80fd\u8ba9\u4f60\u610f\u5916\u7684\u4e8b\u5b9e：Eino \u6846\u67b6\u91cc\u6ca1\u6709\u5b98\u65b9\u7684 memory \u7ec4\u4ef6\u3002\u8bb0\u5fc6\u4e0d\u662f\u6846\u67b6\u5e2e\u4f60\u505a\u7684\u4e8b，\u662f\u4f60\u81ea\u5df1\u62fc\u51fa\u6765\u7684\u3002\u8fd9\u7bc7\u5c31\u628a\u8fd9\u5341\u51e0\u884c\u62fc\u88c5\u4ee3\u7801\u62c6\u5f00\u770b\u3002<\/p>\n

\u5148\u5206\u6e05\u695a：\u8bb0\u5fc6\u548c RAG \u4e0d\u662f\u4e00\u56de\u4e8b<\/h3>\n

\u4e24\u8005\u90fd\u662f\u300c\u5b58\u4e1c\u897f\u3001\u67e5\u4e1c\u897f\u3001\u62fc\u8fdb prompt\u300d，\u975e\u5e38\u5bb9\u6613\u6df7\u3002\u4f46\u5b83\u4eec\u56de\u7b54\u7684\u662f\u4e0d\u540c\u7684\u95ee\u9898：<\/p>\n\nRAG（\u77e5\u8bc6\u5e93）\u8bb0\u5fc6<\/tr>\n\n\n\n\n\n\n
\u5b58\u7684\u662f\u4ec0\u4e48<\/td>\n\u516c\u53f8\u6587\u6863\u3001\u4ea7\u54c1\u624b\u518c\u2014\u2014\u6240\u6709\u4eba\u5171\u4eab<\/td>\n\u8fd9\u4e2a\u7528\u6237\u8bf4\u8fc7\u7684\u8bdd\u2014\u2014\u4e00\u4eba\u4e00\u4efd<\/td>\n<\/tr>\n
\u8c01\u5199\u8fdb\u53bb\u7684<\/td>\n\u7ba1\u7406\u5458\u4e0a\u4f20，\u79bb\u7ebf\u7d22\u5f15<\/td>\n\u7528\u6237\u81ea\u5df1，\u6bcf\u8f6e\u5bf9\u8bdd\u5b9e\u65f6\u4ea7\u751f<\/td>\n<\/tr>\n
\u600e\u4e48\u53d6<\/td>\n\u8bed\u4e49\u68c0\u7d22，\u53d6\u6700\u76f8\u5173\u7684\u51e0\u7247<\/td>\n\u6309\u4f1a\u8bdd ID \u53d6，\u901a\u5e38\u5168\u90fd\u8981<\/td>\n<\/tr>\n
\u8fc7\u671f\u4e86\u600e\u4e48\u529e<\/td>\n\u6587\u6863\u6539\u7248\u5c31\u91cd\u65b0\u7d22\u5f15<\/td>\n\u8d8a\u4e45\u8fdc\u8d8a\u4e0d\u91cd\u8981，\u8981\u8870\u51cf\u3001\u8981\u6dd8\u6c70<\/td>\n<\/tr>\n
\u7b54\u9519\u7684\u540e\u679c<\/td>\n\u7b54\u6848\u4e0d\u51c6<\/td>\n\u53ef\u80fd\u6cc4\u9732\u522b\u4eba\u7684\u9690\u79c1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6700\u540e\u4e00\u884c\u662f\u8bb0\u5fc6\u6700\u8981\u547d\u7684\u5730\u65b9：RAG \u68c0\u7d22\u9519\u4e86\u53ea\u662f\u7b54\u5f97\u4e0d\u597d，\u8bb0\u5fc6\u4e32\u4e86\u662f\u4e8b\u6545\u2014\u2014\u628a A \u7528\u6237\u7684\u5bf9\u8bdd\u5185\u5bb9\u62fc\u8fdb\u4e86 B \u7528\u6237\u7684 prompt\u3002<\/p>\n

\u6240\u4ee5\u8fd9\u4e00 Part \u4ece\u7b2c\u4e00\u7bc7\u8d77\u5c31\u8981\u628a\u300c\u9694\u79bb\u300d\u8fd9\u4ef6\u4e8b\u653e\u5728\u5fc3\u4e0a\u3002<\/p>\n

\u8bfb\u5b8c\u8fd9\u7bc7\u4f60\u4f1a\u77e5\u9053<\/h2>\n
    \n
  • Eino \u6ca1\u6709\u5b98\u65b9 memory \u7ec4\u4ef6，\u5b98\u65b9\u793a\u4f8b\u91cc\u90a3\u4e2a MemoryStore \u63a5\u53e3\u53ea\u6709\u4e09\u4e2a\u65b9\u6cd5<\/li>\n
  • \u8bb0\u5fc6\u7684\u672c\u8d28\u5c31\u4e09\u6b65：\u8bfb\u51fa\u6765\u3001\u62fc\u4e0a\u53bb\u3001\u5199\u56de\u53bb，\u6ca1\u6709\u4efb\u4f55\u6846\u67b6\u9b54\u6cd5<\/li>\n
  • \u4e00\u4e2a 40 \u884c\u7684 PostgreSQL \u5b9e\u73b0，\u4ee5\u53ca\u6bcf\u8f6e\u5b9e\u9645\u53d1\u7ed9\u6a21\u578b\u7684\u6d88\u606f\u5217\u8868\u957f\u4ec0\u4e48\u6837<\/li>\n
  • \u5b98\u65b9\u793a\u4f8b\u7528 Gob \u800c\u4e0d\u662f JSON \u5e8f\u5217\u5316，\u5b9e\u6d4b\u5b83\u80fd\u5b8c\u6574\u4fdd\u4f4f ToolCalls \u548c ToolCallID<\/li>\n
  • Gob \u7684\u56fa\u5b9a\u5f00\u9500\u6709\u591a\u5927：4 \u6761\u6d88\u606f 2647 \u5b57\u8282，200 \u6761\u6d88\u606f\u624d 15775 \u5b57\u8282\u2014\u2014\u6bcf\u6761\u4ece 662 \u5b57\u8282\u964d\u5230 79 \u5b57\u8282<\/li>\n
  • Write \u662f\u6574\u4f53\u8986\u76d6\u4e0d\u662f\u8ffd\u52a0：\u5b9e\u6d4b\u4e24\u4e2a\u5e76\u53d1\u8bf7\u6c42\u5404\u5199\u4e00\u6761，\u6700\u540e\u53ea\u5269\u4e00\u6761<\/li>\n
  • 100 \u8f6e\u5bf9\u8bdd = 200 \u6761\u6d88\u606f，\u6bcf\u4e00\u8f6e\u90fd\u8981\u5168\u90e8\u8bfb\u51fa\u6765\u3001\u62fc\u8fdb prompt\u3001\u518d\u5168\u90e8\u5199\u56de<\/li>\n<\/ul>\n
    \n

    \u4e00\u3001Eino \u91cc\u6ca1\u6709 memory \u7ec4\u4ef6<\/h3>\n

    \u5148\u628a\u8fd9\u4e2a\u4e8b\u5b9e\u8bf4\u6e05\u695a，\u7701\u5f97\u4f60\u53bb\u7ffb\u6587\u6863\u627e\u3002<\/p>\n

    eino\/components\/ \u4e0b\u9762\u6709 model\u3001tool\u3001document\u3001embedding\u3001indexer\u3001retriever\u3001prompt\u2014\u2014\u6ca1\u6709 memory\u3002\u4ed3\u5e93\u91cc\u80fd\u641c\u5230\u4e24\u4e2a\u8fdc\u7a0b\u5206\u652f\u53eb feat\/auto_memory_mw，\u8bf4\u660e\u5b98\u65b9\u5728\u505a，\u4f46\u622a\u81f3 v0.9.13 \u6ca1\u6709\u5408\u8fdb\u4e3b\u5e72\u3002<\/p>\n

    \u90a3\u8bb0\u5fc6\u600e\u4e48\u529e？\u770b\u5b98\u65b9\u793a\u4f8b eino-examples\/flow\/agent\/react\/memory_example\/，\u5b83\u81ea\u5df1\u5b9a\u4e49\u4e86\u4e00\u4e2a\u63a5\u53e3：<\/p>\n

    \/\/ MemoryStore persists and restores short-term conversation history.<\/span>
    \ntype<\/span> MemoryStore interface<\/span> {<\/span>
    \n Write<\/span>(<\/span>ctx context.<\/span>Context,<\/span> sessionID string<\/span>,<\/span> msgs [<\/span>]<\/span>*<\/span>schema.<\/span>Message)<\/span> error<\/span>
    \n Read<\/span>(<\/span>ctx context.<\/span>Context,<\/span> sessionID string<\/span>)<\/span> (<\/span>[<\/span>]<\/span>*<\/span>schema.<\/span>Message,<\/span> error<\/span>)<\/span>
    \n Query<\/span>(<\/span>ctx context.<\/span>Context,<\/span> sessionID,<\/span> text string<\/span>,<\/span> limit int<\/span>)<\/span> (<\/span>[<\/span>]<\/span>*<\/span>schema.<\/span>Message,<\/span> error<\/span>)<\/span>
    \n}<\/span><\/p>\n

    \u4e09\u4e2a\u65b9\u6cd5，\u4e00\u4e2a session \u4e00\u4efd\u6d88\u606f\u5217\u8868\u3002 \u793a\u4f8b\u91cc\u7ed9\u4e86 inmem \u548c redis \u4e24\u79cd\u5b9e\u73b0\u3002<\/p>\n

    \u6ce8\u610f\u8fd9\u4e2a\u63a5\u53e3\u7684\u5b9a\u4f4d\u2014\u2014\u6ce8\u91ca\u5199\u7684\u662f short-term conversation history（\u77ed\u671f\u5bf9\u8bdd\u5386\u53f2）\u3002\u5b83\u7ba1\u7684\u662f\u300c\u8fd9\u4e00\u8f6e\u4f1a\u8bdd\u8bf4\u8fc7\u4ec0\u4e48\u300d，\u4e0d\u662f\u300c\u8fd9\u4e2a\u7528\u6237\u662f\u8c01\u300d\u3002\u540e\u8005\u8981\u5230\u7b2c 78 \u7bc7\u8bb2\u4e09\u5c42\u8bbe\u8ba1\u65f6\u624d\u51fa\u73b0\u3002<\/p>\n

    \u8fd8\u8981\u6ce8\u610f Query \u8fd9\u4e2a\u65b9\u6cd5\u3002\u793a\u4f8b\u7684\u5b9e\u73b0\u662f\u5b50\u4e32\u5339\u914d：<\/p>\n

    \/\/ Query performs a simple substring search on message contents for the session.<\/span>
    \nif<\/span> strings.<\/span>Contains<\/span>(<\/span>strings.<\/span>ToLower<\/span>(<\/span>m.<\/span>Content)<\/span>,<\/span> q)<\/span> {<\/span><\/p>\n

    \u4e0d\u662f\u5411\u91cf\u68c0\u7d22\u3002\u8fd9\u662f\u8bb0\u5fc6\u548c RAG \u7684\u53c8\u4e00\u5904\u5206\u91ce\u2014\u2014\u4f1a\u8bdd\u5386\u53f2\u901a\u5e38\u51e0\u5341\u4e0a\u767e\u6761，\u76f4\u63a5\u626b\u4e00\u904d\u5c31\u884c，\u4e0a\u5411\u91cf\u5e93\u662f\u6740\u9e21\u7528\u725b\u5200\u3002\u7b49\u5230\u8bb0\u5fc6\u591a\u5230\u9700\u8981\u8bed\u4e49\u68c0\u7d22\u65f6，\u90a3\u5df2\u7ecf\u662f\u957f\u671f\u8bb0\u5fc6\u7684\u8303\u7574\u4e86\u3002<\/p>\n

    \n

    \u4e8c\u3001\u8bb0\u5fc6\u7684\u672c\u8d28：\u8bfb\u51fa\u6765\u3001\u62fc\u4e0a\u53bb\u3001\u5199\u56de\u53bb<\/h3>\n

    \u770b\u5b98\u65b9\u793a\u4f8b\u662f\u600e\u4e48\u628a\u8bb0\u5fc6\u63a5\u8fdb agent \u7684，\u4e00\u5171\u5c31\u4e09\u884c\u5173\u952e\u4ee3\u7801：<\/p>\n

    prev,<\/span> _<\/span> :=<\/span> store.<\/span>Read<\/span>(<\/span>ctx,<\/span> sessionID)<\/span> \/\/ \u2460 \u8bfb\u51fa\u5386\u53f2<\/span>
    \neff :=<\/span> append<\/span>(<\/span>prev,<\/span> schema.<\/span>UserMessage<\/span>(<\/span>turn)<\/span>)<\/span> \/\/ \u2461 \u62fc\u4e0a\u672c\u8f6e\u8f93\u5165<\/span>
    \n\/\/ … \u8c03\u7528 agent，\u62ff\u5230\u56de\u590d …<\/span>
    \nstore.<\/span>Write<\/span>(<\/span>ctx,<\/span> sessionID,<\/span> updated)<\/span> \/\/ \u2462 \u6574\u4f53\u5199\u56de<\/span><\/p>\n

    \u6ca1\u6709\u4e2d\u95f4\u4ef6，\u6ca1\u6709\u81ea\u52a8\u6ce8\u5165，\u6ca1\u6709\u6846\u67b6\u9b54\u6cd5\u3002 \u5c31\u662f\u4f60\u81ea\u5df1\u4ece\u6570\u636e\u5e93\u8bfb\u4e00\u4e2a\u6570\u7ec4\u3001\u5f80\u540e\u9762 append\u3001\u518d\u5b58\u56de\u53bb\u3002<\/p>\n

    \u8fd9\u4ef6\u4e8b\u503c\u5f97\u5f3a\u8c03，\u56e0\u4e3a\u5f88\u591a\u4eba\u4f1a\u89c9\u5f97\u300c\u8bb0\u5fc6\u300d\u662f\u4e2a\u9ad8\u6df1\u529f\u80fd\u3002\u5b83\u4e0d\u662f\u3002 \u5927\u6a21\u578b\u7684 API \u672c\u6765\u5c31\u662f\u65e0\u72b6\u6001\u7684\u2014\u2014\u4f60\u6bcf\u6b21\u8c03\u7528\u90fd\u5f97\u628a\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\u53d1\u8fc7\u53bb，\u6a21\u578b\u624d\u77e5\u9053\u4e4b\u524d\u8bf4\u4e86\u4ec0\u4e48\u3002\u6240\u8c13\u300c\u8bb0\u5fc6\u300d，\u5c31\u662f\u4f60\u5728\u4e24\u6b21 API \u8c03\u7528\u4e4b\u95f4，\u628a\u8fd9\u4e2a\u5386\u53f2\u6570\u7ec4\u5b58\u5728\u54ea\u91cc\u3002<\/p>\n

    \u5b58\u5728\u8fdb\u7a0b\u5185\u5b58\u91cc \u2192 \u91cd\u542f\u5c31\u6ca1\u4e86 \u5b58\u5728 Redis \u91cc \u2192 \u8de8\u8fdb\u7a0b\u80fd\u5171\u4eab \u5b58\u5728 PostgreSQL \u91cc \u2192 \u80fd\u6301\u4e45\u5316\u3001\u80fd\u67e5\u8be2\u3001\u80fd\u8ddf\u5176\u4ed6\u4e1a\u52a1\u6570\u636e\u4e00\u8d77\u505a\u4e8b\u52a1<\/p>\n

    \u7b2c\u4e09\u79cd\u5c31\u662f\u8fd9\u7bc7\u8981\u5199\u7684\u3002<\/p>\n

    \n

    \u4e09\u300140 \u884c\u7684 PostgreSQL \u5b9e\u73b0<\/h3>\n

    \u8868\u7ed3\u6784\u6781\u7b80：<\/p>\n

    CREATE<\/span> TABLE<\/span> sessions (<\/span>
    \n session_id text<\/span> PRIMARY<\/span> KEY<\/span>,<\/span>
    \n messages bytea NOT<\/span> NULL<\/span>,<\/span>
    \n updated_at timestamptz NOT<\/span> NULL<\/span> DEFAULT<\/span> now<\/span>(<\/span>)<\/span>
    \n)<\/span>;<\/span><\/p>\n

    \u4e00\u4e2a\u4f1a\u8bdd\u4e00\u884c，\u6574\u4e2a\u6d88\u606f\u5217\u8868\u5e8f\u5217\u5316\u6210\u4e00\u4e2a bytea\u3002<\/p>\n

    \u5199：<\/p>\n

    func<\/span> (<\/span>m *<\/span>pgMemory)<\/span> Write<\/span>(<\/span>ctx context.<\/span>Context,<\/span> sessionID string<\/span>,<\/span> msgs [<\/span>]<\/span>*<\/span>schema.<\/span>Message)<\/span> error<\/span> {<\/span>
    \n b,<\/span> err :=<\/span> encode<\/span>(<\/span>msgs)<\/span>
    \n if<\/span> err !=<\/span> nil<\/span> {<\/span>
    \n return<\/span> err
    \n }<\/span>
    \n _<\/span>,<\/span> err =<\/span> m.<\/span>db.<\/span>ExecContext<\/span>(<\/span>ctx,<\/span> `
    \n INSERT INTO sessions (session_id, messages) VALUES ($1, $2)
    \n ON CONFLICT (session_id) DO UPDATE SET messages = EXCLUDED.messages, updated_at = now()`<\/span>,<\/span>
    \n sessionID,<\/span> b)<\/span>
    \n return<\/span> err
    \n}<\/span><\/p>\n

    \u8bfb：<\/p>\n

    func<\/span> (<\/span>m *<\/span>pgMemory)<\/span> Read<\/span>(<\/span>ctx context.<\/span>Context,<\/span> sessionID string<\/span>)<\/span> (<\/span>[<\/span>]<\/span>*<\/span>schema.<\/span>Message,<\/span> error<\/span>)<\/span> {<\/span>
    \n var<\/span> b [<\/span>]<\/span>byte<\/span>
    \n err :=<\/span> m.<\/span>db.<\/span>QueryRowContext<\/span>(<\/span>ctx,<\/span>
    \n `SELECT messages FROM sessions WHERE session_id = $1`<\/span>,<\/span> sessionID)<\/span>.<\/span>Scan<\/span>(<\/span>&<\/span>b)<\/span>
    \n if<\/span> err ==<\/span> sql.<\/span>ErrNoRows {<\/span>
    \n return<\/span> nil<\/span>,<\/span> nil<\/span> \/\/ \u65b0\u4f1a\u8bdd，\u4e0d\u662f\u9519\u8bef<\/span>
    \n }<\/span>
    \n if<\/span> err !=<\/span> nil<\/span> {<\/span>
    \n return<\/span> nil<\/span>,<\/span> err
    \n }<\/span>
    \n return<\/span> decode<\/span>(<\/span>b)<\/span>
    \n}<\/span><\/p>\n

    sql.ErrNoRows \u90a3\u884c\u522b\u6f0f：**\u65b0\u4f1a\u8bdd\u6ca1\u6709\u5386\u53f2\u662f\u6b63\u5e38\u72b6\u6001，\u4e0d\u8be5\u5f53\u6210\u9519\u8bef\u5f80\u4e0a\u629b\u3002**\u6f0f\u4e86\u8fd9\u884c，\u7528\u6237\u7b2c\u4e00\u6b21\u8bf4\u8bdd\u5c31\u4f1a\u6536\u5230 500\u3002<\/p>\n

    \u5e8f\u5217\u5316\u8ddf\u5b98\u65b9\u793a\u4f8b\u4fdd\u6301\u4e00\u81f4，\u7528 Gob：<\/p>\n

    func<\/span> encode<\/span>(<\/span>msgs [<\/span>]<\/span>*<\/span>schema.<\/span>Message)<\/span> (<\/span>[<\/span>]<\/span>byte<\/span>,<\/span> error<\/span>)<\/span> {<\/span>
    \n var<\/span> buf bytes.<\/span>Buffer
    \n if<\/span> err :=<\/span> gob.<\/span>NewEncoder<\/span>(<\/span>&<\/span>buf)<\/span>.<\/span>Encode<\/span>(<\/span>msgs)<\/span>;<\/span> err !=<\/span> nil<\/span> {<\/span>
    \n return<\/span> nil<\/span>,<\/span> err
    \n }<\/span>
    \n return<\/span> buf.<\/span>Bytes<\/span>(<\/span>)<\/span>,<\/span> nil<\/span>
    \n}<\/span><\/p>\n

    \u4e3a\u4ec0\u4e48\u662f Gob \u4e0d\u662f JSON？\u4e0b\u4e00\u8282\u5b9e\u6d4b\u3002<\/p>\n

    \n

    \u56db\u3001\u8dd1\u4e09\u8f6e，\u770b\u6d88\u606f\u5217\u8868\u600e\u4e48\u6512\u8d77\u6765<\/h3>\n

    \u4e09\u8f6e\u5bf9\u8bdd，\u7b2c\u4e09\u8f6e\u95ee\u300c\u90a3\u6211\u53eb\u4ec0\u4e48\u540d\u5b57\u6765\u7740\u300d\u3002\u52a9\u624b\u7684\u56de\u590d\u662f\u6211\u5199\u6b7b\u7684（\u6ca1\u6709 API Key），\u91cd\u70b9\u770b\u6bcf\u8f6e\u5b9e\u9645\u53d1\u7ed9\u6a21\u578b\u7684\u6d88\u606f\u5217\u8868：<\/p>\n

    \u2550\u2550\u2550\u2550\u2550\u2550 \u7b2c 1 \u8f6e \u2550\u2550\u2550\u2550\u2550\u2550
    \n\u7528\u6237\u8f93\u5165：\u6211\u53eb\u5f20\u4f1f，\u5728\u8d22\u52a1\u90e8
    \n\u2460 \u8bfb\u51fa\u5386\u53f2：0 \u6761
    \n\u2461 \u53d1\u7ed9\u6a21\u578b：2 \u6761
    \n [0] system \u4f60\u662f\u4e00\u4e2a\u7b80\u6d01\u7684\u52a9\u624b，\u8bf7\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u3002
    \n [1] user \u6211\u53eb\u5f20\u4f1f，\u5728\u8d22\u52a1\u90e8
    \n\u2462 \u5199\u56de\u5386\u53f2：2 \u6761<\/p>\n

    \u2550\u2550\u2550\u2550\u2550\u2550 \u7b2c 2 \u8f6e \u2550\u2550\u2550\u2550\u2550\u2550
    \n\u7528\u6237\u8f93\u5165：\u5e2e\u6211\u67e5\u4e00\u4e0b\u62a5\u9500\u7684\u622a\u6b62\u65f6\u95f4
    \n\u2460 \u8bfb\u51fa\u5386\u53f2：2 \u6761
    \n\u2461 \u53d1\u7ed9\u6a21\u578b：4 \u6761
    \n [0] system \u4f60\u662f\u4e00\u4e2a\u7b80\u6d01\u7684\u52a9\u624b，\u8bf7\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u3002
    \n [1] user \u6211\u53eb\u5f20\u4f1f，\u5728\u8d22\u52a1\u90e8
    \n [2] assistant \u597d\u7684\u5f20\u4f1f，\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684？
    \n [3] user \u5e2e\u6211\u67e5\u4e00\u4e0b\u62a5\u9500\u7684\u622a\u6b62\u65f6\u95f4
    \n\u2462 \u5199\u56de\u5386\u53f2：4 \u6761<\/p>\n

    \u2550\u2550\u2550\u2550\u2550\u2550 \u7b2c 3 \u8f6e \u2550\u2550\u2550\u2550\u2550\u2550
    \n\u7528\u6237\u8f93\u5165：\u90a3\u6211\u53eb\u4ec0\u4e48\u540d\u5b57\u6765\u7740
    \n\u2460 \u8bfb\u51fa\u5386\u53f2：4 \u6761
    \n\u2461 \u53d1\u7ed9\u6a21\u578b：6 \u6761
    \n [0] system \u4f60\u662f\u4e00\u4e2a\u7b80\u6d01\u7684\u52a9\u624b，\u8bf7\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u3002
    \n [1] user \u6211\u53eb\u5f20\u4f1f，\u5728\u8d22\u52a1\u90e8
    \n [2] assistant \u597d\u7684\u5f20\u4f1f，\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684？
    \n [3] user \u5e2e\u6211\u67e5\u4e00\u4e0b\u62a5\u9500\u7684\u622a\u6b62\u65f6\u95f4
    \n [4] assistant \u8d39\u7528\u53d1\u751f\u540e 30 \u5929\u5185\u63d0\u4ea4，\u8d85\u671f\u4e0d\u4e88\u53d7\u7406\u3002
    \n [5] user \u90a3\u6211\u53eb\u4ec0\u4e48\u540d\u5b57\u6765\u7740
    \n\u2462 \u4e0d\u8c03 LLM\u3002\u4f46 Query("\u5f20\u4f1f") \u5728\u5386\u53f2\u91cc\u547d\u4e2d 2 \u6761 \u2014\u2014 \u540d\u5b57\u786e\u5b9e\u5e26\u8fdb\u53bb\u4e86
    \n user \u6211\u53eb\u5f20\u4f1f，\u5728\u8d22\u52a1\u90e8
    \n assistant \u597d\u7684\u5f20\u4f1f，\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684？<\/p>\n

    \u7b2c\u4e09\u8f6e\u90a3\u4e2a [1] user \u6211\u53eb\u5f20\u4f1f，\u5728\u8d22\u52a1\u90e8 \u5c31\u662f\u5168\u90e8\u7684\u79d8\u5bc6\u3002<\/p>\n

    \u6a21\u578b\u80fd\u7b54\u5bf9\u300c\u4f60\u53eb\u5f20\u4f1f\u300d，\u4e0d\u662f\u56e0\u4e3a\u5b83\u8bb0\u4f4f\u4e86\u4ec0\u4e48，\u800c\u662f\u56e0\u4e3a\u90a3\u53e5\u8bdd\u5c31\u660e\u660e\u767d\u767d\u5199\u5728\u8fd9\u6b21\u8bf7\u6c42\u7684\u7b2c\u4e8c\u6761\u6d88\u606f\u91cc\u3002\u4f60\u628a\u5b83\u8bfb\u51fa\u6765\u62fc\u8fdb\u53bb\u4e86，\u5b83\u5c31"\u8bb0\u5f97"；\u4f60\u4e0d\u62fc，\u5b83\u5c31"\u5fd8\u4e86"\u3002<\/p>\n

    \u7cfb\u7edf\u63d0\u793a\u8bcd\u91cc\u90a3\u53e5\u300c\u8bf7\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u300d\u4e5f\u4e0d\u662f\u9b54\u6cd5\u2014\u2014\u5b83\u53ea\u662f\u8ba9\u6a21\u578b\u613f\u610f\u53bb\u5f15\u7528\u524d\u9762\u7684\u5185\u5bb9，\u524d\u63d0\u4ecd\u7136\u662f\u90a3\u4e9b\u5185\u5bb9\u5f97\u5728\u6d88\u606f\u5217\u8868\u91cc\u3002<\/p>\n

    \u6ce8\u610f\u6d88\u606f\u6570\u7684\u589e\u957f：2 \u2192 4 \u2192 6\u3002\u6bcf\u8f6e\u52a0\u4e24\u6761（\u7528\u6237\u4e00\u6761\u3001\u52a9\u624b\u4e00\u6761）\u3002\u8fd9\u4e2a\u7ebf\u6027\u589e\u957f\u5c31\u662f\u7b2c\u4e94\u8282\u8981\u8bb2\u7684\u95ee\u9898\u3002<\/p>\n

    \n

    \u4e94\u3001\u4e09\u4e2a\u5b9e\u9a8c<\/h3>\n

    \u5b9e\u9a8c A：Gob \u80fd\u4e0d\u80fd\u625b\u4f4f\u5de5\u5177\u8c03\u7528<\/h4>\n

    \u5bf9\u8bdd\u5386\u53f2\u91cc\u4e0d\u53ea\u6709\u6587\u672c\u3002\u5e26\u5de5\u5177\u8c03\u7528\u7684\u4e00\u8f6e\u957f\u8fd9\u6837：assistant \u53d1\u8d77 tool_call，tool \u8fd4\u56de\u7ed3\u679c，\u4e24\u8005\u9760 ToolCallID \u914d\u5bf9（\u7b2c 7 \u7bc7\u8bb2\u8fc7）\u3002\u8fd9\u4e2a\u914d\u5bf9\u5173\u7cfb\u5982\u679c\u5728\u5e8f\u5217\u5316\u65f6\u4e22\u4e86，\u4e0b\u4e00\u8f6e\u8bf7\u6c42\u5c31\u4f1a\u88ab\u6a21\u578b\u62d2\u7edd\u2014\u2014\u5b83\u4f1a\u770b\u5230\u4e00\u4e2a\u6ca1\u6709\u5bf9\u5e94\u7ed3\u679c\u7684\u5de5\u5177\u8c03\u7528\u3002<\/p>\n

    \u5b9e\u6d4b：<\/p>\n

    \u2550\u2550\u2550\u2550\u2550\u2550 \u5b9e\u9a8c A：Gob \u5f80\u8fd4\u4f1a\u4e0d\u4f1a\u4e22\u4e1c\u897f \u2550\u2550\u2550\u2550\u2550\u2550
    \n \u7f16\u7801\u540e 2647 \u5b57\u8282，\u89e3\u56de 4 \u6761
    \n ToolCalls \/ ToolCallID \u5b8c\u6574\u4fdd\u7559？ true
    \n system sys
    \n user \u9644\u8fd1\u6709\u4ec0\u4e48\u5ddd\u83dc\u9986
    \n assistant tool_call=search_restaurant({"cuisine":"\u5ddd\u83dc"})
    \n tool \u8700\u9999\u56ed<\/p>\n

    \u5b8c\u6574\u4fdd\u7559\u3002 Gob \u5904\u7406 Go \u7ed3\u6784\u4f53\u662f\u539f\u751f\u7684，\u5d4c\u5957\u7ed3\u6784\u3001\u5207\u7247\u3001\u5b57\u7b26\u4e32\u90fd\u4e0d\u4e22\u3002<\/p>\n

    \u4f46\u6ce8\u610f\u90a3\u4e2a\u5b57\u8282\u6570：4 \u6761\u6d88\u606f\u7f16\u7801\u540e 2647 \u5b57\u8282\u3002\u8fd9\u51e0\u6761\u6d88\u606f\u7684\u6b63\u6587\u52a0\u8d77\u6765\u4e0d\u5230 40 \u4e2a\u5b57\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5927？<\/p>\n

    \u56e0\u4e3a Gob \u4f1a\u628a\u7c7b\u578b\u5b9a\u4e49\u4e00\u8d77\u5199\u8fdb\u6d41\u91cc\u3002\u7b2c\u4e00\u6b21\u7f16\u7801 []*schema.Message \u65f6，\u5b83\u8981\u63cf\u8ff0\u6e05\u695a\u8fd9\u4e2a\u7ed3\u6784\u4f53\u6709\u54ea\u4e9b\u5b57\u6bb5\u3001\u4ec0\u4e48\u7c7b\u578b\u3001\u5d4c\u5957\u4e86\u4ec0\u4e48\u2014\u2014\u8fd9\u90e8\u5206\u662f\u56fa\u5b9a\u5f00\u9500\u3002<\/p>\n

    \u5bf9\u6bd4\u5b9e\u9a8c C \u7684\u6570\u636e\u5c31\u5f88\u6e05\u695a\u4e86：<\/p>\n\n\u6d88\u606f\u6570\u603b\u5b57\u8282\u5e73\u5747\u6bcf\u6761<\/tr>\n\n\n\n
    4 \u6761<\/td>\n2647<\/td>\n662 \u5b57\u8282<\/td>\n<\/tr>\n
    200 \u6761<\/td>\n15775<\/td>\n79 \u5b57\u8282<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u5dee\u4e86 8 \u500d\u3002 \u56fa\u5b9a\u5f00\u9500\u88ab\u644a\u8584\u4e86\u3002<\/p>\n

    \u8fd9\u610f\u5473\u7740：\u5982\u679c\u4f60\u7684\u4f1a\u8bdd\u666e\u904d\u5f88\u77ed（\u51e0\u8f6e\u5c31\u7ed3\u675f），Gob \u7684\u5143\u6570\u636e\u5f00\u9500\u5360\u6bd4\u4f1a\u975e\u5e38\u96be\u770b\u3002\u5b58\u4e00\u6761 20 \u5b57\u7684\u6d88\u606f，\u5b9e\u9645\u5360\u7528\u51e0\u767e\u5b57\u8282\u3002\u8fd9\u79cd\u573a\u666f\u4e0b JSON \u53cd\u800c\u66f4\u7701\u2014\u2014\u5b83\u6ca1\u6709\u7c7b\u578b\u63cf\u8ff0，\u4f46\u4ee3\u4ef7\u662f\u4f60\u8981\u81ea\u5df1\u4fdd\u8bc1\u5b57\u6bb5\u80fd\u6b63\u786e\u53cd\u5e8f\u5217\u5316（schema.Message \u7684\u5b57\u6bb5\u90fd\u662f\u5bfc\u51fa\u7684，JSON \u53ef\u884c）\u3002<\/p>\n

    \u9009\u54ea\u4e2a\u53d6\u51b3\u4e8e\u4f60\u7684\u4f1a\u8bdd\u957f\u5ea6\u5206\u5e03\u3002\u5148\u91cf\u4e00\u91cf\u518d\u51b3\u5b9a，\u522b\u7167\u6284\u793a\u4f8b\u3002<\/p>\n

    \u5b9e\u9a8c B：Write \u662f\u8986\u76d6，\u4e0d\u662f\u8ffd\u52a0<\/h4>\n

    \u8fd9\u4e2a\u63a5\u53e3\u6709\u4e2a\u5bb9\u6613\u5ffd\u7565\u7684\u8bed\u4e49：Write(sessionID, msgs) \u662f\u7528 msgs \u6574\u4f53\u66ff\u6362\u8fd9\u4e2a\u4f1a\u8bdd\u7684\u5386\u53f2，\u4e0d\u662f\u5f80\u540e\u8ffd\u52a0\u3002<\/p>\n

    \u5355\u7ebf\u7a0b\u6ca1\u95ee\u9898\u3002\u4f46\u7528\u6237\u5728\u4e24\u4e2a\u6807\u7b7e\u9875\u540c\u65f6\u53d1\u6d88\u606f\u5462？<\/p>\n

    \u2550\u2550\u2550\u2550\u2550\u2550 \u5b9e\u9a8c B：\u4e24\u4e2a\u8bf7\u6c42\u540c\u65f6\u5199\u4f1a\u600e\u6837 \u2550\u2550\u2550\u2550\u2550\u2550
    \n \u4e24\u4e2a\u8bf7\u6c42\u5404\u8ffd\u52a0 1 \u6761，\u671f\u671b 3 \u6761，\u5b9e\u9645 2 \u6761
    \n user \u7b2c 0 \u6761
    \n user \u6765\u81ea\u8bf7\u6c42 A
    \n \u2192 Write \u662f\u6574\u4f53\u8986\u76d6：\u540e\u5199\u7684\u8d62，\u5148\u5199\u7684\u90a3\u6761\u6d88\u606f\u6d88\u5931\u4e86<\/p>\n

    \u671f\u671b 3 \u6761，\u5b9e\u9645 2 \u6761，\u8bf7\u6c42 B \u7684\u6d88\u606f\u51ed\u7a7a\u6d88\u5931\u4e86\u3002<\/p>\n

    \u8fc7\u7a0b\u662f\u8fd9\u6837\u7684：<\/p>\n

    \u8bf7\u6c42 A：\u8bfb\u51fa [\u7b2c0\u6761] \u2192 \u62fc\u6210 [\u7b2c0\u6761, A] \u2192 \u5199\u56de
    \n\u8bf7\u6c42 B：\u8bfb\u51fa [\u7b2c0\u6761] \u2192 \u62fc\u6210 [\u7b2c0\u6761, B] \u2192 \u5199\u56de<\/p>\n

    \u4e24\u4e2a\u8bf7\u6c42\u90fd\u57fa\u4e8e\u540c\u4e00\u4efd\u65e7\u5386\u53f2\u505a\u4e86\u8ffd\u52a0，\u7136\u540e\u5404\u81ea\u6574\u4f53\u5199\u56de\u2014\u2014\u540e\u5199\u7684\u90a3\u4e2a\u628a\u5148\u5199\u7684\u8986\u76d6\u4e86\u3002\u8fd9\u662f\u5178\u578b\u7684\u300c\u8bfb-\u6539-\u5199\u300d\u7ade\u6001（lost update）\u3002<\/p>\n

    \u8fd9\u4e2a bug \u5728\u6d4b\u8bd5\u73af\u5883\u51e0\u4e4e\u649e\u4e0d\u5230（\u4f60\u4e0d\u4f1a\u624b\u901f\u5feb\u5230\u540c\u65f6\u53d1\u4e24\u6761），\u4f46\u7ebf\u4e0a\u4e00\u5b9a\u4f1a\u53d1\u751f：\u7528\u6237\u70b9\u4e86\u4e24\u6b21\u53d1\u9001\u3001\u524d\u7aef\u91cd\u8bd5\u3001\u591a\u8bbe\u5907\u540c\u65f6\u5728\u7ebf\u3002\u8868\u73b0\u662f\u300c\u6d88\u606f\u5076\u5c14\u4e22\u4e00\u6761\u300d，\u6781\u96be\u590d\u73b0\u3002<\/p>\n

    \u4e09\u79cd\u4fee\u6cd5，\u4ee3\u4ef7\u9012\u589e：<\/p>\n

  • \u4e50\u89c2\u9501：\u8868\u91cc\u52a0 version \u5217，WHERE version = $old，\u66f4\u65b0\u5931\u8d25\u5c31\u91cd\u8bfb\u91cd\u8bd5\u3002\u6539\u52a8\u5c0f，\u9002\u5408\u51b2\u7a81\u5c11\u7684\u573a\u666f<\/li>\n
  • \u6570\u636e\u5e93\u7aef\u8ffd\u52a0：\u4e0d\u6574\u4f53\u8986\u76d6，\u6539\u6210 UPDATE … SET messages = messages || $new\u3002\u8981\u6c42\u5b58\u50a8\u683c\u5f0f\u652f\u6301\u8ffd\u52a0（jsonb \u6570\u7ec4\u53ef\u4ee5，bytea \u7684 Gob \u4e0d\u884c）<\/li>\n
  • \u4e00\u6761\u6d88\u606f\u4e00\u884c：\u5f7b\u5e95\u4e0d\u7528\u300c\u6574\u4f53\u8986\u76d6\u300d\u8fd9\u4e2a\u6a21\u578b\u3002\u4ee3\u4ef7\u662f\u6bcf\u6b21\u8bfb\u8981 ORDER BY seq \u62fc\u88c5<\/li>\n

    **\u751f\u4ea7\u4e0a\u57fa\u672c\u90fd\u4f1a\u8d70\u5230\u7b2c 3 \u79cd\u3002**\u4e00\u6761\u4e00\u884c\u4e4b\u540e，\u4f60\u624d\u80fd\u505a\u5206\u9875\u52a0\u8f7d\u3001\u5355\u6761\u5220\u9664（\u7528\u6237\u64a4\u56de）\u3001\u6309\u65f6\u95f4\u8303\u56f4\u67e5\u8be2\u3001\u53ea\u8bfb\u6700\u8fd1 N \u6761\u2014\u2014\u8fd9\u4e9b\u7528 blob \u5b58\u6cd5\u4e00\u4e2a\u90fd\u505a\u4e0d\u4e86\u3002<\/p>\n

    \u5b9e\u9a8c C：\u5386\u53f2\u4f1a\u4e00\u76f4\u957f\u4e0b\u53bb<\/h4>\n

    \u2550\u2550\u2550\u2550\u2550\u2550 \u5b9e\u9a8c C：\u5386\u53f2\u957f\u5ea6\u4e0e\u4f53\u79ef \u2550\u2550\u2550\u2550\u2550\u2550
    \n 100 \u8f6e\u5bf9\u8bdd = 200 \u6761\u6d88\u606f，4184 \u4e2a\u5b57\u7b26
    \n Gob \u7f16\u7801\u540e 15775 \u5b57\u8282，\u5e93\u91cc\u5b58\u4e86 15775 \u5b57\u8282
    \n \u2192 \u6bcf\u4e00\u8f6e\u90fd\u8981\u628a\u8fd9 200 \u6761\u5168\u90e8\u8bfb\u51fa\u6765\u3001\u62fc\u8fdb prompt\u3001\u518d\u6574\u4f53\u5199\u56de<\/p>\n

    100 \u8f6e\u5bf9\u8bdd\u4e0d\u7b97\u591a\u2014\u2014\u4e00\u4e2a\u5ba2\u670d\u4f1a\u8bdd\u804a\u534a\u5c0f\u65f6\u5c31\u6709\u4e86\u3002\u4f46\u6b64\u65f6：<\/p>\n

      \n
    • \u6bcf\u4e00\u8f6e\u90fd\u8981\u4ece\u6570\u636e\u5e93\u8bfb 15KB\u3001\u53cd\u5e8f\u5217\u5316 200 \u6761\u6d88\u606f<\/li>\n
    • \u6bcf\u4e00\u8f6e\u90fd\u8981\u628a\u8fd9 200 \u6761\u585e\u8fdb prompt \u53d1\u7ed9\u6a21\u578b<\/li>\n
    • \u6bcf\u4e00\u8f6e\u90fd\u8981\u91cd\u65b0\u5e8f\u5217\u5316 200 \u6761\u3001\u5199\u56de 15KB<\/li>\n<\/ul>\n

      \u7b2c\u4e8c\u6761\u662f\u771f\u6b63\u7684\u75db\u70b9\u30024184 \u4e2a\u5b57\u7b26\u5927\u7ea6\u662f 3000 \u4e2a token（\u4e2d\u6587\u7c97\u7b97），\u6bcf\u8f6e\u5bf9\u8bdd\u4f60\u90fd\u8981\u4e3a\u8fd9 3000 \u4e2a token \u4ed8\u4e00\u6b21\u94b1，\u800c\u4e14\u7528\u6237\u95ee\u7684\u53ef\u80fd\u53ea\u662f\u300c\u8c22\u8c22\u300d\u3002<\/p>\n

      \u66f4\u7cdf\u7684\u662f\u5b83\u4f1a\u649e\u4e0a\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u786c\u4e0a\u9650\u3002\u5230\u90a3\u65f6\u8bf7\u6c42\u4f1a\u76f4\u63a5\u62a5\u9519\u2014\u2014\u800c\u62a5\u9519\u53d1\u751f\u5728\u4f60\u5df2\u7ecf\u4ed8\u4e86\u68c0\u7d22\u548c\u5e8f\u5217\u5316\u6210\u672c\u4e4b\u540e\u3002<\/p>\n

      \u8fd9\u4e2a\u95ee\u9898\u6709\u4e09\u79cd\u89e3\u6cd5，\u5206\u522b\u662f\u540e\u9762\u4e09\u7bc7\u7684\u4e3b\u9898：<\/p>\n

        \n
      • \u88c1\u526a：\u53ea\u5e26\u6700\u8fd1 N \u8f6e（\u7b2c 83 \u7bc7）<\/li>\n
      • \u6458\u8981：\u628a\u65e9\u671f\u5bf9\u8bdd\u538b\u7f29\u6210\u4e00\u6bb5\u6458\u8981（\u7b2c 82 \u7bc7）<\/li>\n
      • \u5206\u5c42：\u628a\u300c\u7528\u6237\u662f\u8c01\u300d\u4ece\u300c\u8bf4\u8fc7\u4ec0\u4e48\u300d\u91cc\u62bd\u51fa\u6765\u5355\u72ec\u5b58，\u4e0d\u5360\u5bf9\u8bdd\u5386\u53f2\u7684\u4f4d\u7f6e（\u7b2c 78\u300181 \u7bc7）<\/li>\n<\/ul>\n
        \n

        \u516d\u3001\u8fd9\u4e2a\u6700\u7b80\u7248\u8fd8\u5dee\u4ec0\u4e48<\/h3>\n

        \u6309\u4e25\u91cd\u7a0b\u5ea6\u6392：<\/p>\n

        \u2460 \u6ca1\u6709\u7528\u6237\u9694\u79bb\u2014\u2014\u6700\u81f4\u547d\u3002<\/p>\n

        \u6211\u4eec\u7684 key \u53ea\u6709 session_id\u3002\u5982\u679c session ID \u662f\u53ef\u731c\u7684（\u6bd4\u5982\u81ea\u589e\u6570\u5b57），\u6362\u4e00\u4e2a ID \u5c31\u80fd\u8bfb\u5230\u522b\u4eba\u7684\u5bf9\u8bdd\u3002\u8bb0\u5fc6\u6bd4 RAG \u66f4\u9700\u8981\u9694\u79bb，\u56e0\u4e3a\u91cc\u9762\u662f\u7528\u6237\u4eb2\u53e3\u8bf4\u7684\u8bdd\u3002<\/p>\n

        \u751f\u4ea7\u4e0a\u81f3\u5c11\u8981：\u8868\u91cc\u5b58 tenant_id + user_id，\u67e5\u8be2\u65f6\u5e26\u4e0a，\u5e76\u4e14\u7528\u884c\u7ea7\u5b89\u5168（RLS）\u505a\u515c\u5e95\u2014\u2014\u4e0d\u80fd\u53ea\u9760\u5e94\u7528\u5c42\u8bb0\u5f97\u52a0 WHERE \u6761\u4ef6\u3002\u7b2c 11 \u7bc7\u8bb2\u8fc7\u8fd9\u5957\u3002<\/p>\n

        **\u2461 \u5e76\u53d1\u8986\u76d6\u3002**\u5b9e\u9a8c B \u90a3\u4e2a，\u4e0a\u4e50\u89c2\u9501\u6216\u6539\u6210\u4e00\u6761\u4e00\u884c\u3002<\/p>\n

        **\u2462 \u65e0\u9650\u589e\u957f\u3002**\u5b9e\u9a8c C \u90a3\u4e2a，\u81f3\u5c11\u8981\u6709\u4e2a\u4e0a\u9650\u3002<\/p>\n

        **\u2463 \u6ca1\u6709\u8fc7\u671f\u6e05\u7406\u3002**\u4f1a\u8bdd\u7ed3\u675f\u540e\u8fd9\u884c\u6570\u636e\u6c38\u8fdc\u8eba\u5728\u5e93\u91cc\u3002\u5408\u89c4\u4e0a\u901a\u5e38\u6709\u4fdd\u7559\u671f\u9650\u8981\u6c42（\u6bd4\u5982 90 \u5929），\u9700\u8981\u5b9a\u65f6\u6e05\u7406\u6216\u8005\u5206\u533a\u8868\u6309\u65f6\u95f4\u8f6e\u8f6c\u3002<\/p>\n

        **\u2464 \u5185\u5bb9\u662f\u660e\u6587\u3002**\u7528\u6237\u53ef\u80fd\u5728\u5bf9\u8bdd\u91cc\u8bf4\u51fa\u624b\u673a\u53f7\u3001\u8eab\u4efd\u8bc1\u53f7\u3002\u751f\u4ea7\u4e0a\u8981\u4e48\u8131\u654f\u540e\u518d\u5b58，\u8981\u4e48\u6574\u5217\u52a0\u5bc6\u3002\u8fd9\u4e2a\u8bdd\u9898\u5728 Part 15\u3002<\/p>\n

        \u2465 \u6ca1\u6709\u533a\u5206\u300c\u77ed\u671f\u300d\u548c\u300c\u957f\u671f\u300d\u3002\u300c\u6211\u53eb\u5f20\u4f1f\u300d\u8fd9\u4ef6\u4e8b，\u503c\u5f97\u8bb0\u4e00\u8f88\u5b50；\u300c\u5e2e\u6211\u67e5\u62a5\u9500\u622a\u6b62\u65f6\u95f4\u300d\u8fd9\u53e5，\u4f1a\u8bdd\u7ed3\u675f\u5c31\u53ef\u4ee5\u6254\u4e86\u3002\u73b0\u5728\u5b83\u4eec\u6df7\u5728\u540c\u4e00\u4e2a\u6570\u7ec4\u91cc，\u540c\u751f\u540c\u706d\u2014\u2014\u8981\u4e48\u4e00\u8d77\u7559\u7740\u6d6a\u8d39 token，\u8981\u4e48\u4e00\u8d77\u5220\u6389\u4e22\u5931\u7528\u6237\u753b\u50cf\u3002<\/p>\n

        \u7b2c\u516d\u70b9\u5c31\u662f\u4e0b\u4e00\u7bc7\u7684\u4e3b\u9898\u3002<\/p>\n

        \n

        \u5c0f\u7ed3<\/h3>\n
          \n
        • Eino \u6ca1\u6709\u5b98\u65b9 memory \u7ec4\u4ef6（v0.9.13），\u5b98\u65b9\u793a\u4f8b\u81ea\u5e26\u4e00\u4e2a\u4e09\u65b9\u6cd5\u63a5\u53e3：Write \/ Read \/ Query，Query \u662f\u5b50\u4e32\u5339\u914d\u4e0d\u662f\u5411\u91cf\u68c0\u7d22<\/li>\n
        • \u8bb0\u5fc6\u6ca1\u6709\u9b54\u6cd5：\u8bfb\u51fa\u6765\u3001\u62fc\u4e0a\u53bb\u3001\u5199\u56de\u53bb\u3002\u6a21\u578b API \u672c\u6765\u65e0\u72b6\u6001，\u6240\u8c13\u8bb0\u5fc6\u5c31\u662f\u4f60\u628a\u5386\u53f2\u6570\u7ec4\u5b58\u5728\u54ea<\/li>\n
        • \u6a21\u578b\u7b54\u5bf9\u300c\u4f60\u53eb\u5f20\u4f1f\u300d，\u662f\u56e0\u4e3a\u90a3\u53e5\u8bdd\u5c31\u5728\u672c\u6b21\u8bf7\u6c42\u7684\u7b2c 2 \u6761\u6d88\u606f\u91cc，\u4e0d\u662f\u5b83\u771f\u7684\u8bb0\u4f4f\u4e86<\/li>\n
        • Gob \u5b8c\u6574\u4fdd\u7559 ToolCalls \u548c ToolCallID，\u4f46\u56fa\u5b9a\u5f00\u9500\u5927：4 \u6761\u6d88\u606f\u5e73\u5747\u6bcf\u6761 662 \u5b57\u8282，200 \u6761\u65f6\u964d\u5230 79 \u5b57\u8282\u3002\u77ed\u4f1a\u8bdd\u591a\u7684\u573a\u666f\u8981\u91cf\u4e00\u91cf\u518d\u9009\u5e8f\u5217\u5316\u683c\u5f0f<\/li>\n
        • Write \u662f\u6574\u4f53\u8986\u76d6：\u5b9e\u6d4b\u4e24\u4e2a\u5e76\u53d1\u8bf7\u6c42\u5404\u8ffd\u52a0\u4e00\u6761，\u6700\u540e\u53ea\u5269\u4e00\u6761\u3002\u7ebf\u4e0a\u8868\u73b0\u662f\u300c\u5076\u5c14\u4e22\u6d88\u606f\u300d\u4e14\u6781\u96be\u590d\u73b0<\/li>\n
        • \u751f\u4ea7\u4e0a\u8fdf\u65e9\u8981\u6539\u6210\u4e00\u6761\u6d88\u606f\u4e00\u884c，\u5426\u5219\u5206\u9875\u3001\u64a4\u56de\u3001\u6309\u65f6\u95f4\u67e5\u8be2\u5168\u505a\u4e0d\u4e86<\/li>\n
        • 100 \u8f6e\u5bf9\u8bdd = 200 \u6761\u6d88\u606f = \u6bcf\u8f6e\u591a\u82b1 3000 token，\u88c1\u526a \/ \u6458\u8981 \/ \u5206\u5c42\u662f\u540e\u9762\u4e09\u7bc7\u7684\u4e3b\u9898<\/li>\n
        • \u6700\u7f3a\u7684\u662f\u7528\u6237\u9694\u79bb：\u8bb0\u5fc6\u4e32\u4e86\u4e0d\u662f\u7b54\u5f97\u4e0d\u597d，\u662f\u9690\u79c1\u4e8b\u6545<\/li>\n<\/ul>\n

          \u4e0b\u4e00\u7bc7\u8bb2\u4e09\u5c42\u8bb0\u5fc6\u8bbe\u8ba1：user \/ agent \/ session \u4e3a\u4ec0\u4e48\u8981\u5206\u4e09\u5c42，\u300c\u6211\u53eb\u5f20\u4f1f\u300d\u548c\u300c\u5e2e\u6211\u67e5\u62a5\u9500\u65f6\u95f4\u300d\u8fd9\u4e24\u53e5\u8bdd\u51ed\u4ec0\u4e48\u533a\u522b\u5bf9\u5f85，\u4ee5\u53ca\u5206\u5c42\u4e4b\u540e\u8bfb\u5199\u8def\u5f84\u600e\u4e48\u53d8\u3002<\/p>\n

          \n

          \u4ee3\u7801\u72b6\u6001\u8bf4\u660e：<\/p>\n

          \u5168\u90e8\u8f93\u51fa\u771f\u673a\u8fd0\u884c\u3001\u539f\u6837\u7c98\u8d34\u3002\u6570\u636e\u5e93\u662f\u672c\u5730 PostgreSQL 18.4，\u5168\u7a0b\u5728\u4e34\u65f6 schema e77demo \u5185\u64cd\u4f5c，\u8dd1\u5b8c DROP SCHEMA e77demo CASCADE，\u672a\u89e6\u78b0\u4e1a\u52a1\u8868\u3002<\/p>\n

          \u6ca1\u6709\u8c03\u7528\u4efb\u4f55 LLM（\u65e0 API Key）\u3002\u4e09\u8f6e\u5bf9\u8bdd\u91cc\u52a9\u624b\u7684\u56de\u590d\u662f\u6211\u5199\u6b7b\u7684\u5e38\u91cf，\u91cd\u70b9\u5728\u4e8e\u5c55\u793a\u300c\u6bcf\u8f6e\u5b9e\u9645\u53d1\u7ed9\u6a21\u578b\u7684\u6d88\u606f\u5217\u8868\u300d\u2014\u2014\u90a3\u90e8\u5206\u662f\u771f\u5b9e\u62fc\u88c5\u51fa\u6765\u7684\u3002<\/p>\n

          \u63a5\u53e3\u5b9a\u4e49\u4e0e Gob \u5e8f\u5217\u5316\u5f15\u81ea eino-examples\/flow\/agent\/react\/memory_example\/，PostgreSQL \u5b9e\u73b0\u662f\u6211\u7167\u7740\u793a\u4f8b\u7684 inmem \/ redis \u7248\u672c\u5199\u7684\u7b2c\u4e09\u79cd\u3002<\/p>\n

          \u5bf9\u8bdd\u5185\u5bb9\u4e2d\u7684\u300c\u5f20\u4f1f\u300d\u662f\u865a\u6784\u4eba\u7269，\u65e0\u771f\u5b9e\u4e2a\u4eba\u4fe1\u606f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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