From 416ddcb4c76c01ce8b7c90e434e77c7f4ff1e930 Mon Sep 17 00:00:00 2001 From: "devin.yf" Date: Thu, 6 Jun 2024 16:11:00 +0800 Subject: [PATCH] example: langchaingo agent --- README.md | 5 +- example/langchaingo/go.mod | 55 +++++ example/langchaingo/go.sum | 418 ++++++++++++++++++++++++++++++++++++ example/langchaingo/main.go | 74 +++++++ 4 files changed, 549 insertions(+), 3 deletions(-) create mode 100644 example/langchaingo/go.mod create mode 100644 example/langchaingo/go.sum create mode 100644 example/langchaingo/main.go diff --git a/README.md b/README.md index 4e5c667..76a1340 100644 --- a/README.md +++ b/README.md @@ -36,9 +36,8 @@ go get -u github.com/devinyf/dashscopego #### 通用文本向量 Embedding - [x] [同步接口](./example/embedding/main.go) - [ ] 批处理接口 - -#### langchaingo-Agent -- TODO... +#### langchaingo-Agent(Experimental...) +- [x] [Agent 调用通义万象生图 ](./example/langchaingo/main.go) ```go diff --git a/example/langchaingo/go.mod b/example/langchaingo/go.mod new file mode 100644 index 0000000..d275e7e --- /dev/null +++ b/example/langchaingo/go.mod @@ -0,0 +1,55 @@ +module dashscopego_langchaingo_test + +go 1.22.0 + +toolchain go1.22.2 + +require github.com/tmc/langchaingo v0.1.10 + +require ( + github.com/Masterminds/goutils v1.1.1 // indirect + github.com/Masterminds/semver/v3 v3.2.0 // indirect + github.com/Masterminds/sprig/v3 v3.2.3 // indirect + github.com/devinyf/dashscopego v0.1.1 // indirect + github.com/dlclark/regexp2 v1.10.0 // indirect + github.com/dustin/go-humanize v1.0.1 // indirect + github.com/gabriel-vasile/mimetype v1.4.2 // indirect + github.com/golang/snappy v0.0.4 // indirect + github.com/google/uuid v1.6.0 // indirect + github.com/goph/emperror v0.17.2 // indirect + github.com/gorilla/websocket v1.4.1 // indirect + github.com/huandu/xstrings v1.3.3 // indirect + github.com/imdario/mergo v0.3.13 // indirect + github.com/json-iterator/go v1.1.12 // indirect + github.com/klauspost/compress v1.17.2 // indirect + github.com/mitchellh/copystructure v1.0.0 // indirect + github.com/mitchellh/reflectwalk v1.0.0 // indirect + github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect + github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/montanaflynn/stats v0.0.0-20171201202039-1bf9dbcd8cbe // indirect + github.com/nikolalohinski/gonja v1.5.3 // indirect + github.com/pelletier/go-toml/v2 v2.0.9 // indirect + github.com/pkg/errors v0.9.1 // indirect + github.com/pkoukk/tiktoken-go v0.1.6 // indirect + github.com/shopspring/decimal v1.2.0 // indirect + github.com/sirupsen/logrus v1.9.3 // indirect + github.com/spf13/cast v1.3.1 // indirect + github.com/xdg-go/pbkdf2 v1.0.0 // indirect + github.com/xdg-go/scram v1.1.2 // indirect + github.com/xdg-go/stringprep v1.0.4 // indirect + github.com/yargevad/filepathx v1.0.0 // indirect + github.com/youmark/pkcs8 v0.0.0-20181117223130-1be2e3e5546d // indirect + go.mongodb.org/mongo-driver v1.13.1 // indirect + go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect + go.uber.org/mock v0.4.0 // indirect + golang.org/x/crypto v0.23.0 // indirect + golang.org/x/exp v0.0.0-20230713183714-613f0c0eb8a1 // indirect + golang.org/x/net v0.25.0 // indirect + golang.org/x/sync v0.7.0 // indirect + golang.org/x/sys v0.20.0 // indirect + golang.org/x/text v0.15.0 // indirect + gopkg.in/yaml.v3 v3.0.1 // indirect +) + +// 重定向到 github.com/devinyf/langchaingo qwen_llm 功能分支 +replace github.com/tmc/langchaingo v0.1.10 => github.com/devinyf/langchaingo v0.0.0-20240606070510-c22fa684d145 diff --git a/example/langchaingo/go.sum b/example/langchaingo/go.sum new file mode 100644 index 0000000..58d6194 --- /dev/null +++ b/example/langchaingo/go.sum @@ -0,0 +1,418 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.113.0 h1:g3C70mn3lWfckKBiCVsAshabrDg01pQ0pnX1MNtnMkA= +cloud.google.com/go v0.113.0/go.mod h1:glEqlogERKYeePz6ZdkcLJ28Q2I6aERgDDErBg9GzO8= +cloud.google.com/go/ai v0.5.0 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fork 功能分支* +*/ +func main() { + if err := agentExample(); err != nil { + panic(err) + } +} + +func agentExample() error { + modelOpt := tongyi.WithModel("qwen-turbo") + keyOpt := tongyi.WithToken(os.Getenv("DASHSCOPE_API_KEY")) + + llm, err := tongyi.New(modelOpt, keyOpt) + if err != nil { + return err + } + + wanxDescOpt := wanx.WithDescription(wanx.WanxDescriptionCN) // 切换中文描述 默认是英文 + wanxTool := wanx.NewTongyiWanx(wanxDescOpt) + + agentTools := []tools.Tool{ + tools.Calculator{}, + wanxTool, + } + + callbackHandler := callbacks.NewFinalStreamHandler() + // 打印全部输出信息, 包括中间 agent 调用工具的过程 + callbackHandler.PrintOutput = true + + agent := agents.NewOneShotAgent(llm, agentTools, agents.WithCallbacksHandler(callbackHandler)) + executor := agents.NewExecutor(agent) + + // 设置 streaming 结果的回调函数 + fn := func(ctx context.Context, chunk []byte) { + fmt.Printf("%s", string(chunk)) + } + + // 获取 streaming 输出 + callbackHandler.ReadFromEgress(context.Background(), fn) + + fmt.Printf("\n") + + question := "画一个武松打虎, 帮我生成提示词, 要写实的画风, 把老虎画的萌一点" + answer, err := chains.Run(context.Background(), executor, question) + if err != nil { + panic(err) + } + + fmt.Println("\n: ", answer) + _ = answer + + return err +}