add docker compose

Dockerfile

+# Stage 1: Build stage
+FROM golang:1.24-alpine AS build
+WORKDIR /app
+
+# Install dependencies for swag CLI (git is required)
+RUN apk add --no-cache git
+# Install swag CLI for Swagger generation
+# RUN go install github.com/swaggo/swag/cmd/swag@latest
+
+# Copy and download dependencies
+COPY go.mod go.sum ./
+RUN go mod download
+
+# Copy the source code
+COPY . .
+
+# Generate Swagger docs
+# RUN swag init -g cmd/agentchat/main.go -o docs
+
+# Build the Go application
+RUN CGO_ENABLED=0 GOOS=linux go build -o myapp .
+
+# Stage 2: Final stage
+FROM alpine:edge
+WORKDIR /app
+
+# Copy the binary from the build stage
+COPY --from=build /app/myapp .
+
+# Copy swagger.yaml (optional, since it's embedded in the binary)
+COPY --from=build /app/docs/swagger.yaml /app/docs/swagger.yaml
+
+# Install curl and CA certificates
+RUN apk update && apk add --no-cache curl ca-certificates
+
+# Expose port
+EXPOSE 8000
+
+# Set the entrypoint command
+ENTRYPOINT ["/app/myapp"]
\ No newline at end of file

docker-compose.yml

+version: '3.9'
+services:
+  agentchat:
+    container_name: "agentchat"
+    build:
+      context: . # Build context is the current directory
+      dockerfile: Dockerfile # Dockerfile for agentchat
+    volumes:
+      - /var/log:/var/log
+    environment:
+      - GEMINI_API_KEY=${GEMINI_API_KEY} # Reference variable from .env
+    ports:
+      - "8000:8000"
+    entrypoint: /app/myapp
+  docker-host:
+    image: qoomon/docker-host
+    cap_add: ['NET_ADMIN', 'NET_RAW']
+    mem_limit: 8M
+    restart: on-failure
+  # etcd:
+  #   container_name: milvus-etcd
+  #   image: quay.io/coreos/etcd:v3.5.18
+  #   environment:
+  #     - ETCD_AUTO_COMPACTION_MODE=revision
+  #     - ETCD_AUTO_COMPACTION_RETENTION=1000
+  #     - ETCD_QUOTA_BACKEND_BYTES=4294967296
+  #     - ETCD_SNAPSHOT_COUNT=50000
+  #   volumes:
+  #     - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
+  #   command: etcd -advertise-client-urls=http://etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
+  #   healthcheck:
+  #     test: ["CMD", "etcdctl", "endpoint", "health"]
+  #     interval: 30s
+  #     timeout: 20s
+  #     retries: 3
+  # minio:
+  #   container_name: milvus-minio
+  #   image: minio/minio:RELEASE.2023-03-20T20-16-18Z
+  #   environment:
+  #     MINIO_ACCESS_KEY: minioadmin
+  #     MINIO_SECRET_KEY: minioadmin
+  #   ports:
+  #     - "9001:9001"
+  #     - "9000:9000"
+  #   volumes:
+  #     - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
+  #   command: minio server /minio_data --console-address ":9001"
+  #   healthcheck:
+  #     test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
+  #     interval: 30s
+  #     timeout: 20s
+  #     retries: 3
+  # standalone:
+  #   container_name: milvus-standalone
+  #   image: milvusdb/milvus:v2.5.10
+  #   command: ["milvus", "run", "standalone"]
+  #   security_opt:
+  #   - seccomp:unconfined
+  #   environment:
+  #     ETCD_ENDPOINTS: etcd:2379
+  #     MINIO_ADDRESS: minio:9000
+  #   volumes:
+  #     - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
+  #   healthcheck:
+  #     test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
+  #     interval: 30s
+  #     start_period: 90s
+  #     timeout: 20s
+  #     retries: 3
+  #   ports:
+  #     - "19530:19530"
+  #     - "9091:9091"
+  #   depends_on:
+  #     - "etcd"
+  #     - "minio"
+#   db:
+#     image: mysql/mysql-server
+#     environment:
+#       MYSQL_USER: 'user'
+#       MYSQL_PASSWORD: 'password'
+#       MYSQL_ROOT_PASSWORD: 'aa123456'
+#     ports:
+#       - 3306:3306
+#     volumes:
+#       - dbgpt-myql-db:/var/lib/mysql
+#       - ./docker/examples/my.cnf:/etc/my.cnf
+#       - ./docker/examples/sqls:/docker-entrypoint-initdb.d
+#       - ./assets/schema/dbgpt.sql:/docker-entrypoint-initdb.d/dbgpt.sql
+#     restart: unless-stopped
+#   webserver:
+#     image: eosphorosai/dbgpt-openai:latest
+#     command: dbgpt start webserver --config /app/configs/dbgpt-graphrag.toml
+#     environment:
+#       - SILICONFLOW_API_KEY=${SILICONFLOW_API_KEY}
+#       - MYSQL_PASSWORD=aa123456
+#       - MYSQL_HOST=db
+#       - MYSQL_PORT=3306
+#       - MYSQL_DATABASE=dbgpt
+#       - MYSQL_USER=root
+#       - OPENAI_API_KEY=sk-UIpD9DohtE0Ok4wtFdC21668Dc3241629e8aA05d5dAeFdA1
+#     volumes:
+#       - ./configs:/app/configs
+#       - /data:/data
+#       # May be you can mount your models to container
+#       - /data/models:/app/models
+#       - dbgpt-data:/app/pilot/data
+#       - dbgpt-message:/app/pilot/message
+#     depends_on:
+#       - db
+#       - tugraph
+#     ports:
+#       - 5670:5670/tcp
+#     # webserver may be failed, it must wait all sqls in /docker-entrypoint-initdb.d execute finish.
+#     restart: unless-stopped
+#     networks:
+#       - dbgptnet
+#     ipc: host
+#   tugraph:
+#     image: tugraph/tugraph-runtime-centos7:4.5.1
+#     command: lgraph_server -d run --enable_plugin true
+#     ports:
+#       - 7070:7070
+#       - 7687:7687
+#       - 9090:9090
+#     container_name: tugraph_demo
+#     restart: unless-stopped
+# volumes:
+#   dbgpt-myql-db:
+#   dbgpt-data:
+#   dbgpt-message:
+#   dbgpt-alembic-versions:
+
+

go.mod

@@ -74,6 +74,8 @@ require (
 	github.com/swaggo/files v1.0.1 // indirect
 	github.com/swaggo/http-swagger v1.3.4 // indirect
 	github.com/swaggo/swag v1.16.4 // indirect
+	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.1180 // indirect
+	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/lkeap v1.0.1179 // indirect
 	github.com/test-go/testify v1.1.4 // indirect
 	github.com/tidwall/gjson v1.18.0 // indirect
 	github.com/tidwall/match v1.1.1 // indirect
@@ -105,4 +107,4 @@ require (
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
 
-replace github.com/firebase/genkit/go => ../genkit/go
+replace github.com/firebase/genkit/go => github.com/wade-liwei/genkit-web/go  v0.0.0-20250605093206-aab2d64e9700
\ No newline at end of file

go.sum

@@ -318,6 +318,11 @@ github.com/swaggo/http-swagger v1.3.4 h1:q7t/XLx0n15H1Q9/tk3Y9L4n210XzJF5WtnDX64
 github.com/swaggo/http-swagger v1.3.4/go.mod h1:9dAh0unqMBAlbp1uE2Uc2mQTxNMU/ha4UbucIg1MFkQ=
 github.com/swaggo/swag v1.16.4 h1:clWJtd9LStiG3VeijiCfOVODP6VpHtKdQy9ELFG3s1A=
 github.com/swaggo/swag v1.16.4/go.mod h1:VBsHJRsDvfYvqoiMKnsdwhNV9LEMHgEDZcyVYX0sxPg=
+github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.1179/go.mod h1:r5r4xbfxSaeR04b166HGsBa/R4U3SueirEUpXGuw+Q0=
+github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.1180 h1:k1q0xmirtk285MAjO79xcgYMNj5KBbNGbdiN3is8p2E=
+github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.1180/go.mod h1:r5r4xbfxSaeR04b166HGsBa/R4U3SueirEUpXGuw+Q0=
+github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/lkeap v1.0.1179 h1:JiFl6PpxQCHStBvlEtkr0hZKwAT8i/OX3C0hyqsIeEQ=
+github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/lkeap v1.0.1179/go.mod h1:tmxc9DURqZNGJIbv6aWci0FxwkqrSevwkmStsFeX5LE=
 github.com/test-go/testify v1.1.4 h1:Tf9lntrKUMHiXQ07qBScBTSA0dhYQlu83hswqelv1iE=
 github.com/test-go/testify v1.1.4/go.mod h1:rH7cfJo/47vWGdi4GPj16x3/t1xGOj2YxzmNQzk2ghU=
 github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
@@ -337,6 +342,8 @@ github.com/valyala/fasthttp v1.6.0/go.mod h1:FstJa9V+Pj9vQ7OJie2qMHdwemEDaDiSdBn
 github.com/valyala/fasttemplate v1.0.1/go.mod h1:UQGH1tvbgY+Nz5t2n7tXsz52dQxojPUpymEIMZ47gx8=
 github.com/valyala/fasttemplate v1.2.1/go.mod h1:KHLXt3tVN2HBp8eijSv/kGJopbvo7S+qRAEEKiv+SiQ=
 github.com/valyala/tcplisten v0.0.0-20161114210144-ceec8f93295a/go.mod h1:v3UYOV9WzVtRmSR+PDvWpU/qWl4Wa5LApYYX4ZtKbio=
+github.com/wade-liwei/genkit-web/go v0.0.0-20250605093206-aab2d64e9700 h1:eLxnJ2ApSEvLfsaeW7jHVzAJ9Px/Nu4DLuw0zzwWtOU=
+github.com/wade-liwei/genkit-web/go v0.0.0-20250605093206-aab2d64e9700/go.mod h1:+YRtLa+m5EQLU6B0ukcrhaeukNeJx1EKYvTOFqdp9NI=
 github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
 github.com/wk8/go-ordered-map/v2 v2.1.8/go.mod h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw=
 github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f/go.mod h1:N2zxlSyiKSe5eX1tZViRH5QA0qijqEDrYZiPEAiq3wU=

main.go

@@ -7,6 +7,7 @@ import (
 	"fmt"
 	"net/http"
 	"strings"
+	"time"
 
 	"github.com/firebase/genkit/go/ai"
 	"github.com/firebase/genkit/go/genkit"
@@ -307,6 +308,9 @@ func main() {
 			log.Info().Msgf("promptInput.Context: %s", promptInput.Context)
 		}
 
+		begin := time.Now()
+
+
 		graphResponse, err := ai.Retrieve(ctx, graphRetriever, ai.WithDocs(dRequest))
 		if err != nil {
 			log.Error().Msgf("graph Retrieve err.Error() %s", err.Error())
@@ -320,6 +324,11 @@ func main() {
 			log.Info().Msgf("promptInput.Graph : %s", promptInput.Graph)
 		}
 
+		
+
+		fmt.Println("graph time",time.Since(begin).Seconds())
+
+
 		resp, err := simpleQaPrompt.Execute(ctx, ai.WithInput(promptInput))
 
 		if err != nil {

plugins/graphrag/docker-compose.yml

-ubuntu@ip-172-26-8-199:~/DB-GPT$ cat  docker-compose.yml
-
 # To run current docker compose file, you should prepare the siliconflow api key in your environment.
 # SILICONFLOW_API_KEY=${SILICONFLOW_API_KEY} docker compose up -d
 services:
@@ -68,5 +66,3 @@ networks:
     driver: bridge
     name: dbgptnet
 
-
-ubuntu@ip-172-26-8-199:~/DB-GPT$ 

plugins/knowledge/example/main.go

+package main
+
+import (
+	"fmt"
+
+	"github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common"
+	"github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common/errors"
+	"github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common/profile"
+	lkeap "github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/lkeap/v20240522"
+)
+
+func main() {
+        // 实例化一个认证对象，入参需要传入腾讯云账户 SecretId 和 SecretKey，此处还需注意密钥对的保密
+        // 代码泄露可能会导致 SecretId 和 SecretKey 泄露，并威胁账号下所有资源的安全性
+        // 以下代码示例仅供参考，建议采用更安全的方式来使用密钥
+        // 请参见：https://cloud.tencent.com/document/product/1278/85305
+        // 密钥可前往官网控制台 https://console.cloud.tencent.com/cam/capi 进行获取
+
+
+		//os.Setenv("TENCENTCLOUD_SECRET_ID", "AKID64oLfmfLtESUJ6i8LPSM4gCVbiniQuBF")
+		//os.Setenv("TENCENTCLOUD_SECRET_KEY", "rX2JMBnBMJ2YqulOo37xa5OUMSN4Xnpd")
+
+        credential := common.NewCredential(
+                "AKID64oLfmfLtESUJ6i8LPSM4gCVbiniQuBF",
+                "rX2JMBnBMJ2YqulOo37xa5OUMSN4Xnpd",
+        )
+        // 使用临时密钥示例
+        // credential := common.NewTokenCredential("SecretId", "SecretKey", "Token")
+        // 实例化一个client选项，可选的，没有特殊需求可以跳过
+        cpf := profile.NewClientProfile()
+        cpf.HttpProfile.Endpoint = "lkeap.tencentcloudapi.com"
+        // 实例化要请求产品的client对象,clientProfile是可选的
+        client, _ := lkeap.NewClient(credential, "ap-guangzhou", cpf)
+
+        // 实例化一个请求对象,每个接口都会对应一个request对象
+        request := lkeap.NewQueryRewriteRequest()
+        
+        request.Model = common.StringPtr("*")
+        // 返回的resp是一个QueryRewriteResponse的实例，与请求对象对应
+        response, err := client.QueryRewrite(request)
+        if _, ok := err.(*errors.TencentCloudSDKError); ok {
+                fmt.Printf("An API error has returned: %s", err)
+                return
+        }
+        if err != nil {
+                panic(err)
+        }
+        // 输出json格式的字符串回包
+        fmt.Printf("%s", response.ToJsonString())
+} 
\ No newline at end of file

plugins/knowledge/knowledge.go.bak

+package knowledge
+
+import (
+	"fmt"
+
+	"github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common"
+	"github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common/errors"
+	"github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common/profile"
+	lkeap "github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/lkeap/v20240522"
+)
+
+func knowldge() {
+        // 实例化一个认证对象，入参需要传入腾讯云账户 SecretId 和 SecretKey，此处还需注意密钥对的保密
+        // 代码泄露可能会导致 SecretId 和 SecretKey 泄露，并威胁账号下所有资源的安全性
+        // 以下代码示例仅供参考，建议采用更安全的方式来使用密钥
+        // 请参见：https://cloud.tencent.com/document/product/1278/85305
+        // 密钥可前往官网控制台 https://console.cloud.tencent.com/cam/capi 进行获取
+        credential := common.NewCredential(
+                "SecretId",
+                "SecretKey",
+        )
+        // 使用临时密钥示例
+        // credential := common.NewTokenCredential("SecretId", "SecretKey", "Token")
+        // 实例化一个client选项，可选的，没有特殊需求可以跳过
+        cpf := profile.NewClientProfile()
+        cpf.HttpProfile.Endpoint = "lkeap.tencentcloudapi.com"
+        // 实例化要请求产品的client对象,clientProfile是可选的
+        client, _ := lkeap.NewClient(credential, "", cpf)
+
+        // 实例化一个请求对象,每个接口都会对应一个request对象
+        request := lkeap.NewQueryRewriteRequest()
+        
+
+        // 返回的resp是一个QueryRewriteResponse的实例，与请求对象对应
+        response, err := client.QueryRewrite(request)
+        if _, ok := err.(*errors.TencentCloudSDKError); ok {
+                fmt.Printf("An API error has returned: %s", err)
+                return
+        }
+        if err != nil {
+                panic(err)
+        }
+        // 输出json格式的字符串回包
+        fmt.Printf("%s", response.ToJsonString())
+} 
\ No newline at end of file