graprag ok

README.md

@@ -96,6 +96,17 @@ curl -d '{"content": "What is the capital of UK?"}' http://localhost:8000/chat
 
 
 
+curl -X POST \
+  -H "Content-Type: application/json" \
+  -d '{"content": "What is the capital of UK?", "username": "Alice", "user_id": "user123"}' \
+  http://localhost:8000/chat
+
+
+
+  curl -X POST \
+  -H "Content-Type: application/json" \
+  -d '{"content": "What is the capital of UK?", "username": "Bob", "user_id": "user456"}' \
+  http://localhost:8000/chat
 
 
 curl -d '{"content": "What is the capital of UK?"}' http://localhost:8000/indexDocuments
@@ -105,7 +116,7 @@ curl -d '{"content": "What is the capital of UK?"}' http://localhost:8000/indexD
 curl -X POST http://localhost:8000/indexDocuments \
 -H "Content-Type: application/json" \
 -d '{"content": "What is the capital of UK?", "metadata": {"user_id": "user456", "username": "Bob"}}'
-{"result": "Document indexed successfully"}
+
 
 
 
@@ -120,9 +131,25 @@ curl -X POST http://localhost:8000/indexDocuments \
 
 curl -X POST http://localhost:8000/indexGraph \
 -H "Content-Type: application/json" \
--d '{"user_id": "user456", "username": "Bob", "content": "What is the capital of UK?", "metadata": {}}'
+-d '{"user_id": "user456", "username": "Bob", "content": "Paris is the capital of France", "metadata": {}}'
+
+
+
+
+curl -X POST http://localhost:8000/indexGraph \
+-H "Content-Type: application/json" \
+-d '{"user_id": "user456", "username": "Bob", "content": "USA is the largest importer of coffee", "metadata": {}}'
+
+
+
+
+
+curl -X POST http://localhost:8000/indexGraph \
+-H "Content-Type: application/json" \
+-d '{"user_id": "user456", "username": "Bob", "content": "Water exists in 3 states - solid, liquid and gas", "metadata": {}}'
+
+
 
-{"result": "Document indexed successfully"}
 
 
 
@@ -173,3 +200,75 @@ curl -X POST http://localhost:8000/indexDocuments \
 
 
 
+
+curl -X 'POST' \
+  'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "conv_uid": "",
+  "user_input": "",
+  "user_name": "string",
+  "chat_mode": "",
+  "app_code": "",
+  "temperature": 0.5,
+  "max_new_tokens": 4000,
+  "select_param": "string",
+  "model_name": "string",
+  "incremental": false,
+  "sys_code": "string",
+  "prompt_code": "string",
+  "ext_info": {}
+}'
+
+
+
+curl -X 'POST' \
+  'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "user_input": "111111111",
+  "chat_mode": "chat_knowledge",
+  "app_code": "chat_knowledge",
+  "temperature": 0.5,
+  "max_new_tokens": 4000,
+  "select_param": "user456",
+    "incremental": false,
+  "model_name": "Qwen/Qwen2.5-Coder-32B-Instruct"
+
+}'
+
+
+
+
+
+
+
+
+
+curl -X 'POST' \
+  'http://54.92.111.204:5670/api/v2/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "model": "Qwen/Qwen2.5-Coder-32B-Instruct",
+  "messages": "What is the capital of UK?",
+  "temperature": 0.7,
+  "top_p": 1,
+  "top_k": -1,
+  "n": 1,
+  "max_tokens": 0,
+  "stream": false,
+  "repetition_penalty": 1,
+  "frequency_penalty": 0,
+  "presence_penalty": 0,
+  "chat_mode": "chat_knowledge",
+  "chat_param": "user456",
+  "incremental": true,
+  "enable_vis": true
+}'
+
+{"id":"feb02244-deac-4955-97f8-175f1f541d20","object":"chat.completion","created":1748949140,"model":"Qwen/Qwen2.5-Coder-32B-Instruct","choices":[{"index":0,"message":{"role":"assistant","content":"知识库中提供的内容不足以回答此问题\n\n<references title=\"References\" references=\"[]\" />","reasoning_content":null},"finish_reason":null}],"usage":{"prompt_tokens":0,"total_tokens":0,"completion_tokens":0}}%wade@WadeLeedeMacBook-Pro graphrag % 
+
+

main.go

@@ -20,6 +20,8 @@ import (
 
 	httpSwagger "github.com/swaggo/http-swagger"
 	_ "github.com/wade-liwei/agentchat/docs" // 导入生成的 Swagger 文档
+
+	"github.com/wade-liwei/agentchat/util"
 )
 
 //  GraphKnowledge
@@ -189,7 +191,12 @@ func main() {
 
 		fmt.Println("input-------------------------------", string(inputAsJson))
 
-		dRequest := ai.DocumentFromText(input.Content, nil)
+		metaData := make(map[string]any)
+
+		metaData[util.UserIdKey]= input.UserID
+		metaData[util.UserNameKey]= input.Username
+
+		dRequest := ai.DocumentFromText(input.Content, metaData)
 		response, err := ai.Retrieve(ctx, retriever, ai.WithDocs(dRequest))
 		if err != nil {
 			return "", err
@@ -199,12 +206,24 @@ func main() {
 			fmt.Println("d.Content[0].Text", d.Content[0].Text)
 		}
 
+		graphResponse, err := ai.Retrieve(ctx, graphRetriever, ai.WithDocs(dRequest))
+		if err != nil {
+			return "", err
+		}
+
+		for _, d := range graphResponse.Documents {
+			fmt.Println("d.Content[0].Text", d.Content[0].Text)
+		}
+
+
 		var sb strings.Builder
 		for _, d := range response.Documents {
 			sb.WriteString(d.Content[0].Text)
 			sb.WriteByte('\n')
 		}
 
+
+
 		promptInput := &simpleQaPromptInput{
 			Query:   input.Content,
 			Context: sb.String(),

plugins/graphrag/graph_test.go

+package graphrag
+
+import (
+	"bytes"
+	"encoding/json"
+	"io"
+	"net/http"
+	"testing"
+)
+
+// 测试函数
+func TestChatCompletions(t *testing.T) {
+	// 准备请求数据
+	reqBody := ChatRequest{
+		Model:             "Qwen/Qwen2.5-Coder-32B-Instruct",
+		Messages:          "What is the capital of UK?",
+		Temperature:       0.7,
+		TopP:              1,
+		TopK:              -1,
+		N:                 1,
+		MaxTokens:         0,
+		Stream:            false,
+		RepetitionPenalty: 1,
+		FrequencyPenalty:  0,
+		PresencePenalty:   0,
+		ChatMode:          "chat_knowledge",
+		ChatParam:         "user456",
+		EnableVis:         true,
+	}
+	bodyBytes, err := json.Marshal(reqBody)
+	if err != nil {
+		t.Fatalf("Failed to marshal request body: %v", err)
+	}
+
+	// 创建 HTTP 请求
+	url := "http://54.92.111.204:5670/api/v2/chat/completions"
+	req, err := http.NewRequest(http.MethodPost, url, bytes.NewReader(bodyBytes))
+	if err != nil {
+		t.Fatalf("Failed to create request: %v", err)
+	}
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Content-Type", "application/json")
+
+	// 发送请求
+	client := &http.Client{}
+	resp, err := client.Do(req)
+	if err != nil {
+		t.Fatalf("Failed to send request: %v", err)
+	}
+	defer resp.Body.Close()
+
+	// 验证响应状态码
+	if resp.StatusCode != http.StatusOK {
+		bodyBytes, err := io.ReadAll(resp.Body)
+		if err != nil {
+			t.Fatalf("Failed to read response body: %v", err)
+		}
+		t.Errorf("Expected status code 200, got %d. Response body: %s", resp.StatusCode, string(bodyBytes))
+	}
+
+	// 读取响应体以调试
+	bodyBytes, err = io.ReadAll(resp.Body)
+	if err != nil {
+		t.Fatalf("Failed to read response body: %v", err)
+	}
+	bodyString := string(bodyBytes)
+	t.Logf("Response body: %s", bodyString)
+
+	// 解析响应体
+	var respBody ChatResponse
+	if err := json.Unmarshal(bodyBytes, &respBody); err != nil {
+		t.Fatalf("Failed to decode response body: %v. Raw response: %s", err, bodyString)
+	}
+
+	// 验证响应内容
+	if len(respBody.Choices) == 0 {
+		t.Fatal("Expected at least one choice in response, got none")
+	}
+	expectedContent := "知识库中提供的内容不足以回答此问题\n\n<references title=\"References\" references=\"[]\" />"
+	if respBody.Choices[0].Message.Content != expectedContent {
+		t.Errorf("Expected response content %q, got %q", expectedContent, respBody.Choices[0].Message.Content)
+	}
+}
+
+/*
+
+curl 'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'Accept-Language: zh-CN,zh;q=0.9' \
+  -H 'Connection: keep-alive' \
+  -H 'Content-Type: application/json' \
+  -b 'sb-eowcghempsnzqalhkois-auth-token=base64-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' \
+  -H 'Origin: http://54.92.111.204:5670' \
+  -H 'Referer: http://54.92.111.204:5670/chat?scene=chat_knowledge&id=f62c8044-4054-11f0-b9d7-36eb2f648a81&knowledge_id=user456' \
+  -H 'User-Agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/137.0.0.0 Safari/537.36' \
+  -H 'accept: text/event-stream' \
+  -H 'user-id;' \
+  --data-raw '{"chat_mode":"chat_knowledge","model_name":"Qwen/Qwen2.5-Coder-32B-Instruct","user_input":"1111111111111111111111111","app_code":"chat_knowledge","temperature":0.6,"max_new_tokens":4000,"select_param":"user456","conv_uid":"f62c8044-4054-11f0-b9d7-36eb2f648a81"}' \
+  --insecure
+
+
+
+curl -X 'POST' \
+  'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "user_input": "111111111",
+  "chat_mode": "chat_knowledge",
+  "app_code": "chat_knowledge",
+  "temperature": 0.5,
+  "max_new_tokens": 4000,
+  "select_param": "user456",
+  "model_name": "Qwen/Qwen2.5-Coder-32B-Instruct"
+
+}'
+
+
+
+curl -X 'POST'  \
+  'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "user_input": "111111111",
+  "chat_mode": "chat_knowledge",
+  "app_code": "chat_knowledge",
+  "temperature": 0.5,
+  "max_new_tokens": 4000,
+    "incremental": false,
+  "select_param": "user456",
+  "model_name": "Qwen/Qwen2.5-Coder-32B-Instruct"
+
+}'
+
+
+
+
+
+*/

plugins/graphrag/readme.md

@@ -51,3 +51,91 @@ curl -X 'POST' \
 
 
 
+
+
+
+/*
+
+curl 'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'Accept-Language: zh-CN,zh;q=0.9' \
+  -H 'Connection: keep-alive' \
+  -H 'Content-Type: application/json' \
+  -b 'sb-eowcghempsnzqalhkois-auth-token=base64-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' \
+  -H 'Origin: http://54.92.111.204:5670' \
+  -H 'Referer: http://54.92.111.204:5670/chat?scene=chat_knowledge&id=f62c8044-4054-11f0-b9d7-36eb2f648a81&knowledge_id=user456' \
+  -H 'User-Agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/137.0.0.0 Safari/537.36' \
+  -H 'accept: text/event-stream' \
+  -H 'user-id;' \
+  --data-raw '{"chat_mode":"chat_knowledge","model_name":"Qwen/Qwen2.5-Coder-32B-Instruct","user_input":"1111111111111111111111111","app_code":"chat_knowledge","temperature":0.6,"max_new_tokens":4000,"select_param":"user456","conv_uid":"f62c8044-4054-11f0-b9d7-36eb2f648a81"}' \
+  --insecure
+
+
+
+curl -X 'POST' \
+  'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "user_input": "111111111",
+  "chat_mode": "chat_knowledge",
+  "app_code": "chat_knowledge",
+  "temperature": 0.5,
+  "max_new_tokens": 4000,
+  "select_param": "user456",
+  "model_name": "Qwen/Qwen2.5-Coder-32B-Instruct"
+
+}'
+
+
+
+curl -X 'POST'  \
+  'http://54.92.111.204:5670/api/v1/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "user_input": "111111111",
+  "chat_mode": "chat_knowledge",
+  "app_code": "chat_knowledge",
+  "temperature": 0.5,
+  "max_new_tokens": 4000,
+    "incremental": false,
+  "select_param": "user456",
+  "model_name": "Qwen/Qwen2.5-Coder-32B-Instruct"
+
+}'
+
+
+
+
+
+*/
+
+
+
+
+
+
+curl -X 'POST' \
+  'http://54.92.111.204:5670/api/v2/chat/completions' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: application/json' \
+  -d '{
+  "model": "Qwen/Qwen2.5-Coder-32B-Instruct",
+  "messages": "What is the capital of UK?",
+  "temperature": 0.7,
+  "top_p": 1,
+  "top_k": -1,
+  "n": 1,
+  "max_tokens": 0,
+  "stream": false,
+  "repetition_penalty": 1,
+  "frequency_penalty": 0,
+  "presence_penalty": 0,
+  "chat_mode": "chat_knowledge",
+  "chat_param": "user456",
+  "incremental": true,
+  "enable_vis": true
+}'
+
+{"id":"feb02244-deac-4955-97f8-175f1f541d20","object":"chat.completion","created":1748949140,"model":"Qwen/Qwen2.5-Coder-32B-Instruct","choices":[{"index":0,"message":{"role":"assistant","content":"知识库中提供的内容不足以回答此问题\n\n<references title=\"References\" references=\"[]\" />","reasoning_content":null},"finish_reason":null}],"usage":{"prompt_tokens":0,"total_tokens":0,"completion_tokens":0}}
+

util/util.go

+package util
+
+
+const UserNameKey = "username"
+const UserIdKey = "user_id"