\n| \n Agent = LLM<\/p>\n<\/td>\n | \n \u6a21\u578b\u53ea\u662f"\u5927\u8111"，Agent \u662f\u5b8c\u6574\u7cfb\u7edf<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u2705 \u6807\u51c6\u5b9a\u4e49<\/h4>\nAI Agent = LLM（\u63a8\u7406）+ \u72b6\u6001\u673a（\u63a7\u5236）+ \u5de5\u5177\u7cfb\u7edf（\u6267\u884c）+ \u8bb0\u5fc6\u7cfb\u7edf（\u4e0a\u4e0b\u6587）<\/p>\n \u4e00\u53e5\u8bdd\u603b\u7ed3：<\/p>\n Agent \u662f\u4e00\u4e2a"\u4f1a\u7528\u5de5\u5177\u7684\u5faa\u73af\u63a8\u7406\u7cfb\u7edf"，\u7ed3\u5408\u516c\u53f8\u5b9e\u9645\u4e1a\u52a1\u5b9a\u5236\u65b9\u6848<\/p>\n 🔁 \u6838\u5fc3\u8fd0\u884c\u673a\u5236（\u6700\u91cd\u8981！）<\/h4>\n\u57fa\u4e8e\u00a0ReAct \u6a21\u5f0f，\u6838\u5fc3\u5faa\u73af：<\/p>\n \u7528\u6237\u8f93\u5165
\n \u2193
\nThought（\u601d\u8003：\u8be5\u600e\u4e48\u505a？）
\n \u2193
\nAction（\u51b3\u7b56：\u7528\u4ec0\u4e48\u5de5\u5177？）
\n \u2193
\nObservation（\u89c2\u5bdf：\u5de5\u5177\u8fd4\u56de\u4e86\u4ec0\u4e48？）
\n \u2193
\n\u518d\u601d\u8003（\u7ed3\u679c\u6ee1\u610f\u5417？\u9700\u8981\u8c03\u6574\u5417？）
\n \u2193
\n\u8f93\u51fa\u7ed3\u679c<\/p>\n \u8fd9\u4e2a\u5faa\u73af\u4f1a\u6301\u7eed\u6267\u884c，\u76f4\u5230\u4efb\u52a1\u5b8c\u6210\u6216\u8fbe\u5230\u6700\u5927\u6b65\u6570\u9650\u5236\u3002<\/p>\n
\n\u4e8c\u3001Agent \u5168\u666f\u67b6\u6784（5\u5c42\u6a21\u578b）<\/h3>\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n\u2502 \u5e94\u7528\u5c42 \u2502 \u2190 \u5ba2\u670d\/\u6570\u636e\u5206\u6790\/\u81ea\u52a8\u5316\u6d41\u7a0b
\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
\n\u2502 Agent \u7f16\u6392\u5c42 \u2502 \u2190 \u591a Agent \u534f\u4f5c\/\u6d41\u7a0b\u63a7\u5236
\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
\n\u2502 Agent \u6838\u5fc3\u5c42 \u2502 \u2190 Loop\/Planning\/Memory\/Tool
\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
\n\u2502 \u6a21\u578b\u63a5\u5165\u5c42 \u2502 \u2190 \u767e\u70bc\/OpenAI\/\u672c\u5730\u6a21\u578b
\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524
\n\u2502 \u57fa\u7840\u8bbe\u65bd\u5c42 \u2502 \u2190 DB\/Redis\/\u5411\u91cf\u5e93
\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n \u5173\u952e\u8ba4\u77e5：\u4f60\u8d1f\u8d23\u7684\u662f\u4e2d\u95f4\u4e09\u5c42（\u6838\u5fc3\u7ade\u4e89\u529b），\u6a21\u578b\u53ea\u662f"\u80fd\u529b\u6765\u6e90"\u3002<\/p>\n
\n\u4e09\u3001\u6838\u5fc3\u6a21\u5757\u8be6\u89e3（\u9644 Go \u4ee3\u7801\u5b9e\u73b0）<\/h3>\n1\ufe0f\u20e3 Agent Loop（\u5927\u8111\u5faa\u73af）<\/h4>\n\u672c\u8d28：\u4e00\u4e2a\u53ef\u63a7\u7684\u72b6\u6001\u673a<\/p>\n \/\/ \u4f2a\u4ee3\u7801\u793a\u610f
\nfunc AgentLoop(task Task) Result {
\n maxSteps := 10
\n for i := 0; i < maxSteps; i++ {
\n thought := LLMThink(task.Context)
\n action := DecideAction(thought)
\n result := ExecuteTool(action)<\/p>\n if IsComplete(result) {
\n return result
\n }<\/p>\n task.Context = UpdateContext(task.Context, result)
\n }
\n return Result{Error: "Max steps exceeded"}
\n}<\/p>\n \u5de5\u7a0b\u8981\u70b9：<\/p>\n \n- \u5fc5\u987b\u6709\u00a0maxSteps\u00a0\u9650\u5236（\u9632\u6b7b\u5faa\u73af）<\/li>\n
- \u5fc5\u987b\u6709\u8d85\u65f6\u63a7\u5236，\u9632\u6b62\u5361\u6b7b\u8981\u6709\u56de\u5e94<\/li>\n
- \u5fc5\u987b\u6709\u72b6\u6001\u6301\u4e45\u5316（\u652f\u6301\u4e2d\u65ad\u6062\u590d）<\/li>\n<\/ul>\n
2\ufe0f\u20e3 Tool System（\u5de5\u5177\u7cfb\u7edf）<\/h4>\n\u8fd9\u662f Agent \u4e4b\u6240\u4ee5\u5f3a\u5927\u7684\u5173\u952e：\u80fd"\u8c03\u7528\u73b0\u5b9e\u4e16\u754c\u7684\u80fd\u529b"\u3002<\/p>\n \u8bbe\u8ba1\u539f\u5219<\/p>\n \/\/ \u5de5\u5177\u63a5\u53e3\u5b9a\u4e49
\ntype Tool interface {
\n Name() string \/\/ \u5de5\u5177\u540d\u79f0
\n Description() string \/\/ \u529f\u80fd\u63cf\u8ff0（LLM \u7406\u89e3\u7528）
\n InputSchema() InputSchema \/\/ \u53c2\u6570 Schema（JSON Schema \u683c\u5f0f）
\n Execute(args map[string]interface{}) (*ToolResult, error)
\n}<\/p>\n \u5b9e\u6218：MCP \u5de5\u5177\u6ce8\u518c\u8868\u5b9e\u73b0<\/p>\n \u5728\u6211\u7684\u9879\u76ee\u00a0chao-go\u00a0\u4e2d，\u5b9e\u73b0\u4e86\u5b8c\u6574\u7684\u5de5\u5177\u6ce8\u518c\u7cfb\u7edf：<\/p>\n \/\/ \u5de5\u5177\u6ce8\u518c\u8868 – \u6838\u5fc3\u6570\u636e\u7ed3\u6784
\ntype ToolRegistry struct {
\n tools map[string]Tool \/\/ \u5de5\u5177\u5b9a\u4e49
\n handlers map[string]ToolHandler \/\/ \u5de5\u5177\u5904\u7406\u5668
\n}<\/p>\n \/\/ \u6ce8\u518c\u5de5\u5177
\nfunc (r *ToolRegistry) Register(tool Tool, handler ToolHandler) {
\n r.tools[tool.Name] = tool
\n r.handlers[tool.Name] = handler
\n}<\/p>\n \u5de5\u5177\u5b9a\u4e49\u793a\u4f8b<\/p>\n \/\/ JSON \u683c\u5f0f\u5316\u5de5\u5177
\nr.Register(Tool{
\n Name: "json_format",
\n Description: "\u683c\u5f0f\u5316 JSON \u5b57\u7b26\u4e32，\u4f7f\u5176\u66f4\u6613\u8bfb",
\n InputSchema: InputSchema{
\n Type: "object",
\n Properties: map[string]Property{
\n "input": {Type: "string", Description: "\u8981\u683c\u5f0f\u5316\u7684 JSON \u5b57\u7b26\u4e32"},
\n "indent": {Type: "string", Description: "\u7f29\u8fdb\u5b57\u7b26", Default: " "},
\n },
\n Required: []string{"input"},
\n },
\n}, func(args map[string]interface{}) (*ToolResult, error) {
\n input := args["input"].(string)
\n \/\/ \u6267\u884c\u683c\u5f0f\u5316\u903b\u8f91…
\n return &ToolResult{Content: []Content{{Type: "text", Text: formatted}}}, nil
\n})<\/p>\n \u7c7b\u6bd4\u7406\u89e3：<\/p>\n \n\n\n| \n Agent \u6982\u5ff5<\/p>\n<\/td>\n | \n Go\/Java \u7406\u89e3<\/p>\n<\/td>\n<\/tr>\n | \n| \n Tool<\/p>\n<\/td>\n | \n \u63a5\u53e3 + \u5b9e\u73b0\u7c7b<\/p>\n<\/td>\n<\/tr>\n | \n| \n ToolRegistry<\/p>\n<\/td>\n | \n Bean \u5bb9\u5668 \/ DI \u5bb9\u5668<\/p>\n<\/td>\n<\/tr>\n | \n| \n ToolHandler<\/p>\n<\/td>\n | \n \u7b56\u7565\u6a21\u5f0f\u7684\u5177\u4f53\u7b56\u7565<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n 3\ufe0f\u20e3 MCP \u534f\u8bae（\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae）<\/h4>\nMCP \u662f\u4ec0\u4e48：Agent \u4e0e\u5de5\u5177\u4e4b\u95f4\u7684"HTTP \u534f\u8bae"<\/p>\n \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 MCP \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n\u2502 LLM\/Agent \u2502 \u2190\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2192 \u2502 MCP Server \u2502
\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518
\n \u2502
\n \u2193
\n \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n \u2502 Tools \u2502
\n \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n MCP \u8bf7\u6c42\u683c\u5f0f（JSON-RPC 2.0）<\/p>\n {
\n "jsonrpc": "2.0",
\n "id": 1,
\n "method": "tools\/call",
\n "params": {
\n "name": "json_format",
\n "arguments": {
\n "input": "{\\\\"name\\\\":\\\\"test\\\\"}"
\n }
\n }
\n}<\/p>\n MCP \u54cd\u5e94\u683c\u5f0f<\/p>\n {
\n "jsonrpc": "2.0",
\n "id": 1,
\n "result": {
\n "content": [
\n {
\n "type": "text",
\n "text": "{\\\\n \\\\"name\\\\": \\\\"test\\\\"\\\\n}"
\n }
\n ]
\n }
\n}<\/p>\n \u5b9e\u6218：Go \u5b9e\u73b0 MCP \u670d\u52a1\u5668<\/p>\n \/\/ MCP \u6d88\u606f\u5904\u7406
\nfunc (s *Server) HandleMessage(body []byte) *Response {
\n var req Request
\n json.Unmarshal(body, &req)<\/p>\n switch req.Method {
\n case "initialize":
\n return s.handleInitialize(req)
\n case "tools\/list":
\n return s.handleToolsList(req) \/\/ \u5217\u51fa\u6240\u6709\u5de5\u5177
\n case "tools\/call":
\n return s.handleToolsCall(req) \/\/ \u6267\u884c\u5de5\u5177\u8c03\u7528
\n case "ping":
\n return s.handlePing(req)
\n default:
\n return &Response{Error: ErrMethodNotFound}
\n }
\n}<\/p>\n \/\/ \u5de5\u5177\u8c03\u7528\u6838\u5fc3\u903b\u8f91
\nfunc (s *Server) handleToolsCall(req Request) *Response {
\n var params ToolCallParams
\n json.Unmarshal(paramsBytes, ¶ms)<\/p>\n \/\/ \u4ece\u6ce8\u518c\u8868\u83b7\u53d6\u5904\u7406\u5668
\n handler, ok := s.registry.GetHandler(params.Name)
\n if !ok {
\n return &Response{Error: &Error{Message: "Tool not found"}}
\n }<\/p>\n \/\/ \u6267\u884c\u5de5\u5177
\n result, err := handler(params.Arguments)
\n \/\/ \u8fd4\u56de\u7ed3\u679c…
\n}<\/p>\n 4\ufe0f\u20e3 Memory（\u8bb0\u5fc6\u7cfb\u7edf）<\/h4>\n\u8fd9\u662f 90% \u9879\u76ee\u505a\u4e0d\u597d\u7684\u5730\u65b9<\/p>\n \u4e09\u5c42\u8bb0\u5fc6\u67b6\u6784：<\/p>\n \n\n\n| \n \u5c42\u7ea7<\/p>\n<\/td>\n | \n \u5b58\u50a8\u65b9\u5f0f<\/p>\n<\/td>\n | \n \u7528\u9014<\/p>\n<\/td>\n<\/tr>\n | \n| \n \u77ed\u671f\u8bb0\u5fc6<\/p>\n<\/td>\n | \n \u4e0a\u4e0b\u6587\u7a97\u53e3<\/p>\n<\/td>\n | \n \u5f53\u524d\u5bf9\u8bdd<\/p>\n<\/td>\n<\/tr>\n | \n| \n \u957f\u671f\u8bb0\u5fc6<\/p>\n<\/td>\n | \n Redis\/DB<\/p>\n<\/td>\n | \n \u7528\u6237\u5386\u53f2\u884c\u4e3a<\/p>\n<\/td>\n<\/tr>\n | \n| \n \u77e5\u8bc6\u8bb0\u5fc6<\/p>\n<\/td>\n | \n \u5411\u91cf\u6570\u636e\u5e93(RAG)<\/p>\n<\/td>\n | \n \u9886\u57df\u77e5\u8bc6\u68c0\u7d22<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n RAG \u6d41\u7a0b：<\/p>\n \u7528\u6237\u95ee\u9898 \u2192 \u5411\u91cf\u68c0\u7d22 \u2192 \u627e\u5230\u76f8\u5173\u6587\u6863 \u2192 \u62fc\u5165 Prompt \u2192 LLM \u56de\u7b54<\/p>\n 5\ufe0f\u20e3 Planning（\u89c4\u5212\u80fd\u529b）<\/h4>\n\u628a\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u5b50\u4efb\u52a1：<\/p>\n \u7528\u6237：\u5206\u6790\u67d0\u516c\u53f8\u80a1\u7968<\/p>\n \u2192 \u89c4\u5212\u4e3a：
\n 1. \u67e5\u8be2\u8d22\u62a5\u6570\u636e（\u8c03\u7528 search_financial_reports \u5de5\u5177）
\n 2. \u8ba1\u7b97\u5173\u952e\u6307\u6807（\u8c03\u7528 calculate_ratios \u5de5\u5177）
\n 3. \u751f\u6210\u5206\u6790\u62a5\u544a（\u8c03\u7528 generate_report \u5de5\u5177）<\/p>\n \u7c7b\u6bd4：\u7c7b\u4f3c\u5de5\u4f5c\u6d41\u5f15\u64ce（Flowable \/ Airflow）<\/p>\n
\n\u56db\u3001Go \u5de5\u7a0b\u5e08\u843d\u5730\u6307\u5357<\/h3>\n\u67b6\u6784\u6620\u5c04\u8868<\/h4>\n\n\n\n| \n AI \u6982\u5ff5<\/p>\n<\/td>\n | \n Go \u5b9e\u73b0<\/p>\n<\/td>\n<\/tr>\n | \n| \n Agent Loop<\/p>\n<\/td>\n | \n for + context.Context + timeout<\/p>\n<\/td>\n<\/tr>\n | \n| \n Tool<\/p>\n<\/td>\n | \n interface + struct<\/p>\n<\/td>\n<\/tr>\n | \n| \n ToolRegistry<\/p>\n<\/td>\n | \n map[string]ToolHandler<\/p>\n<\/td>\n<\/tr>\n | \n| \n Memory<\/p>\n<\/td>\n | \n Redis + PostgreSQL<\/p>\n<\/td>\n<\/tr>\n | \n| \n RAG<\/p>\n<\/td>\n | \n pgvector \/ Elasticsearch<\/p>\n<\/td>\n<\/tr>\n | \n| \n MCP<\/p>\n<\/td>\n | \n HTTP Server + JSON-RPC<\/p>\n<\/td>\n<\/tr>\n | \n| \n Planning<\/p>\n<\/td>\n | \n \u72b6\u6001\u673a + DAG<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u63a8\u8350\u9879\u76ee\u7ed3\u6784<\/h4>\ncmd\/
\n \u2514\u2500\u2500 agent\/ # \u5165\u53e3
\ninternal\/
\n \u251c\u2500\u2500 agent\/ # Agent \u6838\u5fc3
\n \u2502 \u251c\u2500\u2500 loop.go # \u6267\u884c\u5faa\u73af
\n \u2502 \u251c\u2500\u2500 planner.go # \u89c4\u5212\u5668
\n \u2502 \u2514\u2500\u2500 memory.go # \u8bb0\u5fc6\u7ba1\u7406
\n \u251c\u2500\u2500 mcp\/ # MCP \u534f\u8bae\u5c42
\n \u2502 \u251c\u2500\u2500 server.go # \u670d\u52a1\u5668
\n \u2502 \u251c\u2500\u2500 tools.go # \u5de5\u5177\u6ce8\u518c
\n \u2502 \u2514\u2500\u2500 types.go # \u7c7b\u578b\u5b9a\u4e49
\n \u251c\u2500\u2500 tools\/ # \u5177\u4f53\u5de5\u5177\u5b9e\u73b0
\n \u2502 \u251c\u2500\u2500 json.go
\n \u2502 \u251c\u2500\u2500 crypto.go
\n \u2502 \u2514\u2500\u2500 ai.go
\n \u2514\u2500\u2500 llm\/ # \u6a21\u578b\u63a5\u5165
\n \u2514\u2500\u2500 client.go
\npkg\/
\n \u2514\u2500\u2500 utils\/ # \u516c\u5171\u5de5\u5177<\/p>\n \u5e76\u53d1\u4f18\u5316（Go \u7684\u4f18\u52bf）<\/h4>\n\/\/ \u5e76\u884c\u6267\u884c\u591a\u4e2a\u5de5\u5177
\nfunc ParallelExecute(tools []ToolCall) []ToolResult {
\n var wg sync.WaitGroup
\n results := make([]ToolResult, len(tools))<\/p>\n for i, tool := range tools {
\n wg.Add(1)
\n go func(idx int, t ToolCall) {
\n defer wg.Done()
\n ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
\n defer cancel()
\n results[idx] = ExecuteWithContext(ctx, t)
\n }(i, tool)
\n }
\n wg.Wait()
\n return results
\n}<\/p>\n
\n\u4e94\u3001\u6838\u5fc3\u96be\u70b9\u4e0e\u89e3\u51b3\u65b9\u6848<\/h3>\n\u26a0\ufe0f \u96be\u70b9 1：LLM \u8f93\u51fa\u4e0d\u786e\u5b9a\u6027<\/h4>\n\u95ee\u9898：\u6a21\u578b\u53ef\u80fd\u8fd4\u56de\u683c\u5f0f\u9519\u8bef\u7684 JSON<\/p>\n \u89e3\u51b3\u65b9\u6848：<\/p>\n \/\/ 1. \u5f3a\u5236 JSON \u8f93\u51fa
\nprompt := "\u8bf7\u4ee5 JSON \u683c\u5f0f\u8fd4\u56de\u7ed3\u679c，\u4e0d\u8981\u5305\u542b\u4efb\u4f55\u5176\u4ed6\u6587\u5b57"<\/p>\n \/\/ 2. \u591a\u6b21\u91cd\u8bd5 + \u6821\u9a8c
\nfunc SafeExecute(prompt string) (Result, error) {
\n for i := 0; i < 3; i++ {
\n result := LLMCall(prompt)
\n if ValidateJSON(result) {
\n return ParseResult(result)
\n }
\n prompt = prompt + "\\\\n\u4e0a\u6b21\u8f93\u51fa\u683c\u5f0f\u9519\u8bef，\u8bf7\u4e25\u683c\u8fd4\u56de JSON"
\n }
\n return Result{}, errors.New("max retries exceeded")
\n}<\/p>\n \u26a0\ufe0f \u96be\u70b9 2：Token \u6210\u672c<\/h4>\n\u89e3\u51b3\u65b9\u6848：<\/p>\n \/\/ \u4e0a\u4e0b\u6587\u88c1\u526a – \u53ea\u4fdd\u7559\u5173\u952e\u4fe1\u606f
\nfunc TrimContext(history []Message, maxTokens int) []Message {
\n \/\/ \u4fdd\u7559\u6700\u8fd1 N \u6761 + \u603b\u7ed3\u5386\u53f2
\n recent := history[len(history)-5:]
\n summary := Summarize(history[:len(history)-5])
\n return append([]Message{summary}, recent…)
\n}<\/p>\n \u26a0\ufe0f \u96be\u70b9 3：\u5de5\u5177\u8c03\u7528\u5e7b\u89c9<\/h4>\n\u95ee\u9898：LLM \u53ef\u80fd"\u53d1\u660e"\u4e0d\u5b58\u5728\u7684\u5de5\u5177<\/p>\n \u89e3\u51b3\u65b9\u6848：<\/p>\n \/\/ \u767d\u540d\u5355\u6821\u9a8c
\nfunc (r *ToolRegistry) ValidateToolCall(name string) error {
\n if _, ok := r.tools[name]; !ok {
\n return fmt.Errorf("\u5de5\u5177 %s \u4e0d\u5b58\u5728，\u53ef\u7528\u5de5\u5177：%v", name, r.ListToolNames())
\n }
\n return nil
\n}<\/p>\n \u26a0\ufe0f \u96be\u70b9 4：\u5ef6\u8fdf\u95ee\u9898<\/h4>\n\u89e3\u51b3\u65b9\u6848：\u5f02\u6b65\u5316 + \u6d41\u5f0f\u8f93\u51fa<\/p>\n \/\/ \u6d41\u5f0f\u54cd\u5e94
\nfunc StreamExecute(ctx context.Context, task Task) <-chan Event {
\n events := make(chan Event, 100)
\n go func() {
\n defer close(events)
\n for step := range task.Steps {
\n result := ExecuteStep(step)
\n events <- Event{Type: "step", Data: result}
\n }
\n events <- Event{Type: "complete", Data: task.Result}
\n }()
\n return events
\n}<\/p>\n
\n\u516d\u3001\u5b66\u4e60\u8def\u5f84\u5efa\u8bae<\/h3>\n\u9636\u6bb5\u4e00：\u7406\u89e3\u672c\u8d28（1 \u5468）<\/h4>\n\n- \u2705 \u641e\u61c2 ReAct \u5faa\u73af<\/li>\n
- \u2705 \u7406\u89e3 Tool Calling \u673a\u5236<\/li>\n
- \u2705 \u5b66\u4e60 MCP \u534f\u8bae\u89c4\u8303<\/li>\n<\/ul>\n
\u9636\u6bb5\u4e8c：\u52a8\u624b\u5b9e\u73b0（2 \u5468）<\/h4>\n\n- \u2705 \u63a5\u5165\u4e00\u4e2a LLM API（\u767e\u70bc\/OpenAI）<\/li>\n
- \u2705 \u5b9e\u73b0\u7b80\u5355 Tool Registry<\/li>\n
- \u2705 \u5b9e\u73b0\u57fa\u7840 Agent Loop<\/li>\n<\/ul>\n
\u9636\u6bb5\u4e09：\u589e\u5f3a\u80fd\u529b（1 \u4e2a\u6708）<\/h4>\n\n- \u2705 \u5b9e\u73b0\u8bb0\u5fc6\u7cfb\u7edf<\/li>\n
- \u2705 \u63a5\u5165\u5411\u91cf\u6570\u636e\u5e93\u5b9e\u73b0 RAG<\/li>\n
- \u2705 \u5b9e\u73b0\u7b80\u5355 Planning<\/li>\n<\/ul>\n
\u9636\u6bb5\u56db：\u5de5\u7a0b\u5316（\u957f\u671f）<\/h4>\n\n- \u2705 \u591a Agent \u534f\u4f5c<\/li>\n
- \u2705 \u76d1\u63a7\u4e0e\u53ef\u89c2\u6d4b\u6027<\/li>\n
- \u2705 \u8bc4\u6d4b\u4f53\u7cfb（Prompt \u56de\u5f52\u6d4b\u8bd5）<\/li>\n<\/ul>\n
\n\u4e03\u3001\u603b\u7ed3<\/h3>\nAI Agent \u4e0d\u662f\u4e00\u4e2a\u65b0\u6280\u672f，\u800c\u662f：<\/p>\n LLM（\u667a\u80fd）+ \u8f6f\u4ef6\u5de5\u7a0b（\u63a7\u5236）+ \u7cfb\u7edf\u8bbe\u8ba1（\u6269\u5c55）<\/p>\n \u4f5c\u4e3a\u540e\u7aef\u5de5\u7a0b\u5e08，\u4f60\u7684\u6838\u5fc3\u4ef7\u503c\u662f：<\/p>\n \u628a"\u4e0d\u7a33\u5b9a\u7684 AI"\u53d8\u6210"\u7a33\u5b9a\u53ef\u63a7\u7684\u7cfb\u7edf"<\/p>\n Go \u8bed\u8a00\u5728 Agent \u5f00\u53d1\u4e2d\u7684\u4f18\u52bf：<\/p>\n - \u5e76\u53d1\u80fd\u529b\u5f3a：\u5929\u7136\u9002\u5408\u591a\u5de5\u5177\u5e76\u884c\u6267\u884c<\/li>\n
- \u90e8\u7f72\u7b80\u5355：\u5355\u4e8c\u8fdb\u5236\u6587\u4ef6，\u65e0\u9700\u8fd0\u884c\u65f6<\/li>\n
- \u6027\u80fd\u4f18\u5f02：\u4f4e\u5ef6\u8fdf，\u9ad8\u541e\u5410<\/li>\n
- \u751f\u6001\u6210\u719f：HTTP\/JSON\/\u6570\u636e\u5e93\u5ba2\u6237\u7aef\u5b8c\u5584<\/li>\n
\n\u9644\u5f55：\u5f00\u6e90\u9879\u76ee\u63a8\u8350<\/h3>\n\n\n\n| \n \u9879\u76ee<\/p>\n<\/td>\n | \n \u8bf4\u660e<\/p>\n<\/td>\n<\/tr>\n | \n| \n mcp-go<\/p>\n<\/td>\n | \n Go MCP SDK<\/p>\n<\/td>\n<\/tr>\n | \n| \n langchaingo<\/p>\n<\/td>\n | \n Go LangChain \u5b9e\u73b0<\/p>\n<\/td>\n<\/tr>\n | \n| \n chao-go<\/p>\n<\/td>\n | \n \u672c\u6587\u793a\u4f8b\u9879\u76ee（MCP \u5de5\u5177\u670d\u52a1\u5668）\u6682\u672a\u5f00\u6e90<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n📌\u00a0\u53c2\u8003\u8d44\u6e90<\/p>\n \n- MCP \u534f\u8bae\u89c4\u8303<\/li>\n<\/ul>\n
\n- Anthropic Agent \u6559\u7a0b<\/li>\n<\/ul>\n
\n- ReAct \u8bba\u6587<\/li>\n<\/ul>\n
\n\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":" 💡\u00a0\u672c\u6587\u9002\u5408：\u60f3\u7cfb\u7edf\u7406\u89e3 AI Agent \u7684\u540e\u7aef\u5de5\u7a0b\u5e08，\u5feb\u901f\u641e\u61c2 Agent \u672c\u8d28 \u638c\u63e1 MCP \u534f\u8bae \u770b\u61c2\u5de5\u5177\u7cfb\u7edf\u5b9e\u73b0 \u4e00\u3001\u5148\u8bf4\u7ed3\u8bba：AI Agent \u5230\u5e95\u662f\u4ec0\u4e48
\n\u5f88\u591a\u4eba\u7406\u89e3\u9519\u4e86，\u5148\u6765\\”\u7ea0\u504f\\”\u3002
\n\u274c \u5e38\u89c1\u8bef\u533a \u9519\u8bef\u7406\u89e3 \u4e3a\u4ec0\u4e48\u9519 Agent \u804a\u5929\u673a\u5668\u4eba \u53ea\u662f\u5bf9\u8bdd，\u6ca1\u6709\u81ea\u4e3b\u51b3\u7b56 Agent API \u8c03\u7528\u5668 \u53ea\u662f\u5de5\u5177\u8c03\u7528，\u6ca1\u6709\u89c4\u5212\u80fd\u529b Agent LL<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[53,746,99],"topic":[],"class_list":["post-96558","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-golang","tag-java"],"yoast_head":"\n \u4ece\u540e\u7aef\u89d2\u5ea6\u7406\u89e3 AI Agent\uff1a\u7406\u8bba + Go \u5b9e\u6218\uff08\u9644 MCP \u670d\u52a1\u5668\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/96558.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4ece\u540e\u7aef\u89d2\u5ea6\u7406\u89e3 AI Agent\uff1a\u7406\u8bba + Go \u5b9e\u6218\uff08\u9644 MCP \u670d\u52a1\u5668\u5b9e\u73b0\uff09 - 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