diff --git a/langchaingo/README.md b/langchaingo/README.md index 1dd288bd..18948dd2 100644 --- a/langchaingo/README.md +++ b/langchaingo/README.md @@ -33,6 +33,83 @@ docker compose up No setup, API keys, or additional configuration required. +### Test the project + +```sh +go test -v ./... +``` + +This command runs all the tests in the project, using [Testcontainers Go] to spin up the different +containers needed for the tests: + +1. [Docker Model Runner]: a socat container to forward the model runner's API to the test process. +It allows to talk to the local LLM models, provided by [Docker Desktop], from the test process. +2. [Docker MCP Gateway]: Docker's MCP gateway container to facilitate the access to the MCP servers and tools. +It allows to talk to the MCP servers provided by [Docker Desktop], in this case DuckDuckGo, from the test process. + +No port conflicts happen, thanks to the [Testcontainers Go] library, which automatically exposes the known ports +of the containers on a random, free port in the host. Therefore, you can run the tests as many times as you want, +even without stopping the Docker Compose application. + +All containers started by [Testcontainers Go] are automatically cleaned up after the tests finish, +so you don't need to worry about cleaning them up manually. + +#### String comparison tests + +This test is a simple test that checks if the answer is correct by comparing it to a reference answer. +As you can imagine, given the non-deterministic nature of the LLM, this check is not very robust. + +Run this test with: + +```sh +go test -v -run TestChat_stringComparison ./... +``` + +#### Cosine similarity tests + +This test is a more robust test that checks if the answer is correct by using the cosine similarity +between the reference answer and the answer of the model. To calculate the cosine similarity, +the test obtains the embeddings of the reference answer and the answer of the model, +and then calculates the cosine similarity between them. If the result is greater than a threshold, +which is defined by the team, the test is considered to be passed. + +Run this test with: + +```sh +go test -v -run TestChat_embeddings ./... +``` + +#### RAG tests + +This test is a more robust test that checks if the answer is correct by using the RAG technique. +It creates a Weaviate store to store the content that will serve as a reference, and it uses the built-in mechanisms +in the Vector Database to obtain the most relevant documents to the question. Then, it includes +those relevant documents in the prompt of the LLM to answer the question. + +Run this test with: + +```sh +go test -v -run TestChat_rag ./... +``` + +#### Evaluator tests + +This test uses the concept of [LLM-as-a-judge] to evaluate the accuracy of the answer. It creates an evaluator, +using another LLM, maybe with a more specialised, different model, to evaluate the accuracy of the answer. +For that, it uses a strict system message and a user message that forces the LLM to return a JSON object +with the following fields: + ++ "provided_answer": the answer to the question ++ "is_correct": true if the answer is correct, false otherwise ++ "reasoning": the reasoning behind the answer +The response should be a valid JSON object. + +Run this test with: + +```sh +go test -v -run TestChat_usingEvaluator ./... +``` + # 🧠 Inference Options By default, this project uses [Docker Model Runner] to handle LLM inference locally — no internet @@ -105,13 +182,17 @@ flowchart TD + [Langchaingo] + [DuckDuckGo] + [Docker Compose] ++ [Testcontainers Go] [DuckDuckGo]: https://duckduckgo.com [Langchaingo]: https://github.com/tmc/langchaingo +[LLM-as-a-judge]: https://eugeneyan.com/writing/llm-evaluators/ +[Testcontainers Go]: https://github.com/testcontainers/testcontainers-go [Model Context Protocol's Go SDK]: https://github.com/modelcontextprotocol/go-sdk/ [Docker Compose]: https://github.com/docker/compose [Docker Desktop]: https://www.docker.com/products/docker-desktop/ [Docker Engine]: https://docs.docker.com/engine/ [Docker Model Runner]: https://docs.docker.com/ai/model-runner/ +[Docker MCP Gateway]: https://docs.docker.com/ai/mcp-gateway/ [Docker Model Runner requirements]: https://docs.docker.com/ai/model-runner/ [Docker Offload]: https://www.docker.com/products/docker-offload/ diff --git a/langchaingo/chat.go b/langchaingo/chat.go new file mode 100644 index 00000000..61d3b188 --- /dev/null +++ b/langchaingo/chat.go @@ -0,0 +1,43 @@ +package main + +import ( + "context" + "fmt" + "os" + + "github.com/modelcontextprotocol/go-sdk/mcp" + "github.com/tmc/langchaingo/agents" + "github.com/tmc/langchaingo/callbacks" + "github.com/tmc/langchaingo/chains" +) + +// chat is the main function that initializes the LLM, MCP tools, and runs the agent. +// It receives the question and the MCP gateway URL, returning the answer from the agent. +func chat(question string, mcpGatewayURL string, apiKey string, baseURL string, modelName string, agentOpts ...agents.Option) (string, error) { + llm, err := initializeLLM(apiKey, baseURL, modelName) + if err != nil { + return "", fmt.Errorf("initialize LLM: %v", err) + } + + // Create a new client, with no features. + client := mcp.NewClient(&mcp.Implementation{Name: "mcp-client", Version: "v1.0.0"}, nil) + + toolBelt, err := initializeMCPTools(client, mcpGatewayURL) + if err != nil { + return "", fmt.Errorf("initialize MCP tools: %v", err) + } + + if os.Getenv("DEBUG") == "true" { + agentOpts = append(agentOpts, agents.WithCallbacksHandler(callbacks.LogHandler{})) + } + + agent := agents.NewOneShotAgent(llm, toolBelt, agentOpts...) + executor := agents.NewExecutor(agent) + + answer, err := chains.Run(context.Background(), executor, question) + if err != nil { + return "", fmt.Errorf("chains run: %v", err) + } + + return answer, nil +} diff --git a/langchaingo/chat_test.go b/langchaingo/chat_test.go new file mode 100644 index 00000000..f4c4a367 --- /dev/null +++ b/langchaingo/chat_test.go @@ -0,0 +1,205 @@ +package main + +import ( + "context" + "encoding/json" + "fmt" + "testing" + + "github.com/stretchr/testify/require" + "github.com/testcontainers/testcontainers-go" + dmcpg "github.com/testcontainers/testcontainers-go/modules/dockermcpgateway" + "github.com/testcontainers/testcontainers-go/modules/dockermodelrunner" + "github.com/tmc/langchaingo/agents" + "github.com/tmc/langchaingo/embeddings" + "github.com/tmc/langchaingo/schema" + "github.com/tmc/langchaingo/vectorstores" +) + +const ( + modelNamespace = "ai" + modelName = "gemma3-qat" + modelTag = "latest" + fqModelName = modelNamespace + "/" + modelName + ":" + modelTag +) + +func TestChat_stringComparison(t *testing.T) { + ctx := context.Background() + + // Docker Model Runner container, which talks to Docker Desktop's model runner + dmrCtr, err := dockermodelrunner.Run(ctx, dockermodelrunner.WithModel(fqModelName)) + testcontainers.CleanupContainer(t, dmrCtr) + require.NoError(t, err) + + // Docker MCP Gateway container, which talks to the MCP servers, in this case DuckDuckGo + mcpgCtr, err := dmcpg.Run( + ctx, "docker/mcp-gateway:latest", + dmcpg.WithTools("duckduckgo", []string{"search", "fetch_content"}), + ) + testcontainers.CleanupContainer(t, mcpgCtr) + require.NoError(t, err) + + mcpGatewayURL, err := mcpgCtr.GatewayEndpoint(ctx) + require.NoError(t, err) + + question := "Does Golang support the Model Context Protocol? Please provide some references." + + answer, err := chat(question, mcpGatewayURL, "no-apiKey", dmrCtr.OpenAIEndpoint(), fqModelName) + require.NoError(t, err) + require.NotEmpty(t, answer) + require.Contains(t, answer, "https://github.com/modelcontextprotocol/go-sdk") +} + +func TestChat_embeddings(t *testing.T) { + embeddingModel, dmrBaseURL := buildEmbeddingsModel(t) + + embedder, err := embeddings.NewEmbedder(embeddingModel) + require.NoError(t, err) + + reference := `Golang does have an official Go SDK for Model Context Protocol servers and clients, which is maintained in collaboration with Google. +It's URL is https://github.com/modelcontextprotocol/go-sdk` + + // calculate the embeddings for the reference answer + referenceEmbeddings, err := embedder.EmbedDocuments(context.Background(), []string{reference}) + require.NoError(t, err) + + ctx := context.Background() + + // Docker MCP Gateway container, which talks to the MCP servers, in this case DuckDuckGo + mcpgCtr, err := dmcpg.Run( + ctx, "docker/mcp-gateway:latest", + dmcpg.WithTools("duckduckgo", []string{"search", "fetch_content"}), + ) + testcontainers.CleanupContainer(t, mcpgCtr) + require.NoError(t, err) + + mcpGatewayURL, err := mcpgCtr.GatewayEndpoint(ctx) + require.NoError(t, err) + + question := "Does Golang support the Model Context Protocol? Please provide some references." + answer, err := chat(question, mcpGatewayURL, "no-apiKey", dmrBaseURL, fqModelName) + require.NoError(t, err) + require.NotEmpty(t, answer) + + t.Logf("answer: %s", answer) + + // calculate the embeddings for the answer of the model + answerEmbeddings, err := embedder.EmbedDocuments(context.Background(), []string{answer}) + require.NoError(t, err) + + // calculate the cosine similarity between the reference and the answer + cosineSimilarity := cosineSimilarity(t, referenceEmbeddings[0], answerEmbeddings[0]) + t.Logf("cosine similarity: %f", cosineSimilarity) + + // Define a threshold for the cosine similarity: this is a team decision to accept or reject the answer + // within the given threshold. + require.Greater(t, cosineSimilarity, float32(0.8)) +} + +func TestChat_rag(t *testing.T) { + const question = "Does Golang support the Model Context Protocol? Please provide some references." + + embeddingModel, dmrBaseURL := buildEmbeddingsModel(t) + + embedder, err := embeddings.NewEmbedder(embeddingModel) + require.NoError(t, err) + + reference := `Golang does have an official Go SDK for Model Context Protocol servers and clients, which is maintained in collaboration with Google. +It's URL is https://github.com/modelcontextprotocol/go-sdk` + + // create a new Weaviate store to store the reference answer + store, err := NewStore(t, embedder) + require.NoError(t, err) + + _, err = store.AddDocuments(context.Background(), []schema.Document{ + { + PageContent: reference, + }, + }) + require.NoError(t, err) + + optionsVector := []vectorstores.Option{ + vectorstores.WithScoreThreshold(0.80), // use for precision, when you want to get only the most relevant documents + vectorstores.WithEmbedder(embedder), // use when you want add documents or doing similarity search + } + + relevantDocs, err := store.SimilaritySearch(context.Background(), question, 1, optionsVector...) + require.NoError(t, err) + require.NotEmpty(t, relevantDocs) + + ctx := context.Background() + + // Docker MCP Gateway container, which talks to the MCP servers, in this case DuckDuckGo + mcpgCtr, err := dmcpg.Run( + ctx, "docker/mcp-gateway:latest", + dmcpg.WithTools("duckduckgo", []string{"search", "fetch_content"}), + ) + testcontainers.CleanupContainer(t, mcpgCtr) + require.NoError(t, err) + + mcpGatewayURL, err := mcpgCtr.GatewayEndpoint(ctx) + require.NoError(t, err) + + answer, err := chat( + question, + mcpGatewayURL, + "no-apiKey", + dmrBaseURL, + fqModelName, + agents.WithPromptSuffix(fmt.Sprintf("Use the following relevant documents to answer the question: %s", relevantDocs[0].PageContent)), + ) + require.NoError(t, err) + require.NotEmpty(t, answer) + + t.Logf("answer: %s", answer) +} + +func TestChat_usingEvaluator(t *testing.T) { + ctx := context.Background() + + // Docker Model Runner container, which talks to Docker Desktop's model runner + dmrCtr, err := dockermodelrunner.Run(ctx, dockermodelrunner.WithModel(fqModelName)) + testcontainers.CleanupContainer(t, dmrCtr) + require.NoError(t, err) + + // Docker MCP Gateway container, which talks to the MCP servers, in this case DuckDuckGo + mcpgCtr, err := dmcpg.Run( + ctx, "docker/mcp-gateway:latest", + dmcpg.WithTools("duckduckgo", []string{"search", "fetch_content"}), + ) + testcontainers.CleanupContainer(t, mcpgCtr) + require.NoError(t, err) + + mcpGatewayURL, err := mcpgCtr.GatewayEndpoint(ctx) + require.NoError(t, err) + + question := "Does Golang support the Model Context Protocol? Please provide some references." + + answer, err := chat(question, mcpGatewayURL, "no-apiKey", dmrCtr.OpenAIEndpoint(), fqModelName) + require.NoError(t, err) + require.NotEmpty(t, answer) + + t.Logf("answer: %s", answer) + + // cross the answer with the evaluator + reference := `There is an official Go SDK for Model Context Protocol servers and clients, which is maintained in collaboration with Google. +It's URL is https://github.com/modelcontextprotocol/go-sdk` + + evaluator := NewEvaluator(question, fqModelName, "no-apiKey", dmrCtr.OpenAIEndpoint()) + evaluation, err := evaluator.Evaluate(ctx, question, answer, reference) + require.NoError(t, err) + t.Logf("evaluation: %#v", evaluation) + + type evalResponse struct { + ProvidedAnswer string `json:"provided_answer"` + IsCorrect bool `json:"is_correct"` + Reasoning string `json:"reasoning"` + } + + var eval evalResponse + err = json.Unmarshal([]byte(evaluation), &eval) + require.NoError(t, err) + + t.Logf("evaluation: %#v", eval) + require.True(t, eval.IsCorrect) +} diff --git a/langchaingo/embeddings_test.go b/langchaingo/embeddings_test.go new file mode 100644 index 00000000..9a7598ef --- /dev/null +++ b/langchaingo/embeddings_test.go @@ -0,0 +1,61 @@ +package main + +import ( + "context" + "testing" + + "github.com/chewxy/math32" + "github.com/stretchr/testify/require" + "github.com/testcontainers/testcontainers-go" + "github.com/testcontainers/testcontainers-go/modules/dockermodelrunner" + "github.com/tmc/langchaingo/llms/openai" +) + +const ( + embeddingsModelName = "mxbai-embed-large" + embeddingsModelTag = "335M-F16" + fqEmbeddingsModelName = modelNamespace + "/" + embeddingsModelName + ":" + embeddingsModelTag +) + +// buildEmbeddingsModel builds an embedding model using Docker Model Runner. +// It returns the LLM and the base URL of the Docker Model Runner container, +// which is an OpenAI-compatible endpoint. +func buildEmbeddingsModel(t *testing.T) (*openai.LLM, string) { + t.Helper() + + dmrCtr, err := dockermodelrunner.Run( + context.Background(), + dockermodelrunner.WithModel(fqEmbeddingsModelName), + ) + testcontainers.CleanupContainer(t, dmrCtr) + require.NoError(t, err) + + opts := []openai.Option{ + openai.WithBaseURL(dmrCtr.OpenAIEndpoint()), + openai.WithEmbeddingModel(fqEmbeddingsModelName), + openai.WithToken("foo"), // No API key needed for Model Runner + } + + llm, err := openai.New(opts...) + require.NoError(t, err) + + return llm, dmrCtr.OpenAIEndpoint() +} + +// cosineSimilarity calculates the cosine similarity between two vectors. +// See https://github.com/tmc/langchaingo/blob/238d1c713de3ca983e8f6066af6b9080c9b0e088/examples/cybertron-embedding-example/cybertron-embedding.go#L19 +func cosineSimilarity(t *testing.T, x, y []float32) float32 { + t.Helper() + + require.Equal(t, len(x), len(y)) + + var dot, nx, ny float32 + + for i := range x { + nx += x[i] * x[i] + ny += y[i] * y[i] + dot += x[i] * y[i] + } + + return dot / (math32.Sqrt(nx) * math32.Sqrt(ny)) +} diff --git a/langchaingo/evaluator_test.go b/langchaingo/evaluator_test.go new file mode 100644 index 00000000..9c3edc19 --- /dev/null +++ b/langchaingo/evaluator_test.go @@ -0,0 +1,126 @@ +package main + +import ( + "context" + "fmt" + + "github.com/tmc/langchaingo/llms" + "github.com/tmc/langchaingo/llms/openai" +) + +const ( + // systemMessage is the system message for the strict evaluator. + systemMessage = ` +You are a helpful assistant that evaluates the accuracy of the answer to the question. + +You will be given a question and an answer. + +You will need to evaluate the accuracy of the answer to the question. + +You will need to return a formatted JSON object with the following fields: +- "provided_answer": the answer to the question +- "is_correct": true if the answer is correct, false otherwise +- "reasoning": the reasoning behind the answer + +The response should be a valid JSON object. + +Example: to the question "What is the capital of France?", the answer is "Paris". +{ + + "provided_answer": "Madrid", + "is_correct": false, + "reasoning": "The answer is incorrect because the capital of France is not Madrid." +} + +Example: to the question "What is the capital of France?", the answer is "Paris". +{ + "provided_answer": "Paris", + "is_correct": true, + "reasoning": "The answer is correct because it is the capital of France." +} + +Do not include in the JSON response any other text than the JSON object. +- remove all markdown formatting like the backticks for json code blocks +- remove all non-printable characters, like \n, \r, \t, etc. +` + + // userPrompt is the prompt for the user message. + userMessage = ` +Question: %s +Answer: %s +Reference: %s + +JSON response: +` +) + +// evaluator is the evaluator for the answer to the question. +// It uses a LLM to evaluate the accuracy of the answer to the question. +// For that, it uses a system message and a user message that forces the LLM to return a JSON object with the following fields: +// - "provided_answer": the answer to the question +// - "is_correct": true if the answer is correct, false otherwise +// - "reasoning": the reasoning behind the answer +// +// The response should be a valid JSON object. +type evaluator struct { + systemMessage string + userMessage string + question string + model string + apiKey string + baseURL string +} + +// NewEvaluator creates a new evaluator. +// The question is the question to evaluate the answer to. +// The model is the model to use for the OpenAI-compatible API. +// The apiKey is the API key to use for the OpenAI-compatible API. +// The baseURL is the base URL to use for the OpenAI-compatible API. +func NewEvaluator(question string, model string, apiKey string, baseURL string) *evaluator { + return &evaluator{ + systemMessage: systemMessage, + userMessage: userMessage, + question: question, + model: model, + apiKey: apiKey, + baseURL: baseURL, + } +} + +// Evaluate evaluates the accuracy of the answer to the question. +// It returns the evaluation result as a JSON string. +// The opts are the options for the LLM call. +func (e *evaluator) Evaluate(ctx context.Context, question string, answer string, reference string, opts ...llms.CallOption) (string, error) { + llm, err := openai.New( + openai.WithToken(e.apiKey), + openai.WithBaseURL(e.baseURL), + openai.WithModel(e.model), + ) + if err != nil { + return "", fmt.Errorf("failed to create LLM: %w", err) + } + + content := []llms.MessageContent{ + llms.TextParts(llms.ChatMessageTypeSystem, e.systemMessage), + llms.TextParts(llms.ChatMessageTypeHuman, fmt.Sprintf(e.userMessage, question, answer, reference)), + } + + callOpts := []llms.CallOption{ + llms.WithTemperature(0.00), + llms.WithTopK(1), + llms.WithSeed(42), + } + callOpts = append(callOpts, opts...) + + completion, err := llm.GenerateContent(ctx, content, callOpts...) + if err != nil { + return "", fmt.Errorf("llm generate content: %w", err) + } + + response := "" + for _, choice := range completion.Choices { + response += choice.Content + } + + return response, nil +} diff --git a/langchaingo/go.mod b/langchaingo/go.mod index 3ca8bf82..969c9a2d 100644 --- a/langchaingo/go.mod +++ b/langchaingo/go.mod @@ -3,37 +3,116 @@ module github.com/docker/compose-for-agents/langchaingo go 1.24.1 require ( + github.com/chewxy/math32 v1.11.1 github.com/modelcontextprotocol/go-sdk v0.2.0 - github.com/tmc/langchaingo v0.1.13 + github.com/stretchr/testify v1.10.0 + github.com/testcontainers/testcontainers-go v0.38.0 + github.com/testcontainers/testcontainers-go/modules/dockermcpgateway v0.0.0-20250723083524-3835fa5cae36 + github.com/testcontainers/testcontainers-go/modules/dockermodelrunner v0.38.0 + github.com/testcontainers/testcontainers-go/modules/weaviate v0.38.0 + github.com/tmc/langchaingo v0.1.14-0.20250628230912-c2f9ad7f3448 ) require ( + dario.cat/mergo v1.0.2 // indirect + github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c // indirect 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/Microsoft/go-winio v0.6.2 // indirect + github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect + github.com/cenkalti/backoff/v4 v4.3.0 // indirect + github.com/containerd/errdefs v1.0.0 // indirect + github.com/containerd/errdefs/pkg v0.3.0 // indirect + github.com/containerd/log v0.1.0 // indirect + github.com/containerd/platforms v0.2.1 // indirect + github.com/cpuguy83/dockercfg v0.3.2 // indirect + github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect + github.com/distribution/reference v0.6.0 // indirect github.com/dlclark/regexp2 v1.10.0 // indirect + github.com/docker/docker v28.2.2+incompatible // indirect + github.com/docker/go-connections v0.5.0 // indirect + github.com/docker/go-units v0.5.0 // indirect github.com/dustin/go-humanize v1.0.1 // indirect + github.com/ebitengine/purego v0.8.4 // indirect + github.com/felixge/httpsnoop v1.0.4 // indirect + github.com/go-logr/logr v1.4.3 // indirect + github.com/go-logr/stdr v1.2.2 // indirect + github.com/go-ole/go-ole v1.3.0 // indirect + github.com/go-openapi/analysis v0.23.0 // indirect + github.com/go-openapi/errors v0.22.0 // indirect + github.com/go-openapi/jsonpointer v0.21.0 // indirect + github.com/go-openapi/jsonreference v0.21.0 // indirect + github.com/go-openapi/loads v0.22.0 // indirect + github.com/go-openapi/runtime v0.24.2 // indirect + github.com/go-openapi/spec v0.21.0 // indirect + github.com/go-openapi/strfmt v0.23.0 // indirect + github.com/go-openapi/swag v0.23.0 // indirect + github.com/go-openapi/validate v0.24.0 // indirect + github.com/gogo/protobuf v1.3.2 // indirect github.com/google/uuid v1.6.0 // indirect github.com/goph/emperror v0.17.2 // indirect + github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.1 // indirect github.com/huandu/xstrings v1.3.3 // indirect github.com/imdario/mergo v0.3.13 // indirect + github.com/josharian/intern v1.0.0 // indirect github.com/json-iterator/go v1.1.12 // indirect + github.com/klauspost/compress v1.18.0 // indirect + github.com/lufia/plan9stats v0.0.0-20250317134145-8bc96cf8fc35 // indirect + github.com/magiconair/properties v1.8.10 // indirect + github.com/mailru/easyjson v0.7.7 // indirect github.com/mitchellh/copystructure v1.0.0 // indirect + github.com/mitchellh/mapstructure v1.5.0 // indirect github.com/mitchellh/reflectwalk v1.0.0 // indirect + github.com/moby/docker-image-spec v1.3.1 // indirect + github.com/moby/go-archive v0.1.0 // indirect + github.com/moby/patternmatcher v0.6.0 // indirect + github.com/moby/sys/sequential v0.6.0 // indirect + github.com/moby/sys/user v0.4.0 // indirect + github.com/moby/sys/userns v0.1.0 // indirect + github.com/moby/term v0.5.2 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/morikuni/aec v1.0.0 // indirect github.com/nikolalohinski/gonja v1.5.3 // indirect + github.com/oklog/ulid v1.3.1 // indirect + github.com/opencontainers/go-digest v1.0.0 // indirect + github.com/opencontainers/image-spec v1.1.1 // indirect + github.com/opentracing/opentracing-go v1.2.0 // 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/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect + github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect + github.com/shirou/gopsutil/v4 v4.25.5 // 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/testcontainers/testcontainers-go/modules/socat v0.37.0 // indirect + github.com/tklauser/go-sysconf v0.3.15 // indirect + github.com/tklauser/numcpus v0.10.0 // indirect + github.com/weaviate/weaviate v1.32.1 // indirect + github.com/weaviate/weaviate-go-client/v5 v5.4.1 // indirect github.com/yargevad/filepathx v1.0.0 // indirect github.com/yosida95/uritemplate/v3 v3.0.2 // indirect + github.com/yusufpapurcu/wmi v1.2.4 // indirect + go.mongodb.org/mongo-driver v1.14.0 // indirect + go.opentelemetry.io/auto/sdk v1.1.0 // indirect + go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect + go.opentelemetry.io/otel v1.37.0 // indirect + go.opentelemetry.io/otel/metric v1.37.0 // indirect + go.opentelemetry.io/otel/trace v1.37.0 // indirect go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect - golang.org/x/crypto v0.29.0 // indirect - golang.org/x/exp v0.0.0-20230713183714-613f0c0eb8a1 // indirect - golang.org/x/sys v0.27.0 // indirect + golang.org/x/crypto v0.40.0 // indirect + golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa // indirect + golang.org/x/net v0.41.0 // indirect + golang.org/x/oauth2 v0.30.0 // indirect + golang.org/x/sys v0.34.0 // indirect + golang.org/x/text v0.27.0 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20250603155806-513f23925822 // indirect + google.golang.org/grpc v1.73.0 // indirect + google.golang.org/protobuf v1.36.6 // indirect + gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect ) diff --git a/langchaingo/go.sum b/langchaingo/go.sum index 7f6c8124..8818d245 100644 --- a/langchaingo/go.sum +++ b/langchaingo/go.sum @@ -1,24 +1,32 @@ cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= -cloud.google.com/go v0.114.0 h1:OIPFAdfrFDFO2ve2U7r/H5SwSbBzEdrBdE7xkgwc+kY= -cloud.google.com/go v0.114.0/go.mod h1:ZV9La5YYxctro1HTPug5lXH/GefROyW8PPD4T8n9J8E= +cloud.google.com/go v0.121.0 h1:pgfwva8nGw7vivjZiRfrmglGWiCJBP+0OmDpenG/Fwg= +cloud.google.com/go v0.121.0/go.mod h1:rS7Kytwheu/y9buoDmu5EIpMMCI4Mb8ND4aeN4Vwj7Q= cloud.google.com/go/ai v0.7.0 h1:P6+b5p4gXlza5E+u7uvcgYlzZ7103ACg70YdZeC6oGE= cloud.google.com/go/ai v0.7.0/go.mod h1:7ozuEcraovh4ABsPbrec3o4LmFl9HigNI3D5haxYeQo= -cloud.google.com/go/aiplatform v1.68.0 h1:EPPqgHDJpBZKRvv+OsB3cr0jYz3EL2pZ+802rBPcG8U= -cloud.google.com/go/aiplatform v1.68.0/go.mod h1:105MFA3svHjC3Oazl7yjXAmIR89LKhRAeNdnDKJczME= -cloud.google.com/go/auth v0.5.1 h1:0QNO7VThG54LUzKiQxv8C6x1YX7lUrzlAa1nVLF8CIw= -cloud.google.com/go/auth v0.5.1/go.mod h1:vbZT8GjzDf3AVqCcQmqeeM32U9HBFc32vVVAbwDsa6s= -cloud.google.com/go/auth/oauth2adapt v0.2.2 h1:+TTV8aXpjeChS9M+aTtN/TjdQnzJvmzKFt//oWu7HX4= -cloud.google.com/go/auth/oauth2adapt v0.2.2/go.mod h1:wcYjgpZI9+Yu7LyYBg4pqSiaRkfEK3GQcpb7C/uyF1Q= -cloud.google.com/go/compute/metadata v0.3.0 h1:Tz+eQXMEqDIKRsmY3cHTL6FVaynIjX2QxYC4trgAKZc= -cloud.google.com/go/compute/metadata v0.3.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k= -cloud.google.com/go/iam v1.1.8 h1:r7umDwhj+BQyz0ScZMp4QrGXjSTI3ZINnpgU2nlB/K0= -cloud.google.com/go/iam v1.1.8/go.mod h1:GvE6lyMmfxXauzNq8NbgJbeVQNspG+tcdL/W8QO1+zE= -cloud.google.com/go/longrunning v0.5.7 h1:WLbHekDbjK1fVFD3ibpFFVoyizlLRl73I7YKuAKilhU= -cloud.google.com/go/longrunning v0.5.7/go.mod h1:8GClkudohy1Fxm3owmBGid8W0pSgodEMwEAztp38Xng= +cloud.google.com/go/aiplatform v1.69.0 h1:XvBzK8e6/6ufbi/i129Vmn/gVqFwbNPmRQ89K+MGlgc= +cloud.google.com/go/aiplatform v1.69.0/go.mod h1:nUsIqzS3khlnWvpjfJbP+2+h+VrFyYsTm7RNCAViiY8= +cloud.google.com/go/auth v0.16.2 h1:QvBAGFPLrDeoiNjyfVunhQ10HKNYuOwZ5noee0M5df4= +cloud.google.com/go/auth v0.16.2/go.mod h1:sRBas2Y1fB1vZTdurouM0AzuYQBMZinrUYL8EufhtEA= +cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc= +cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c= +cloud.google.com/go/compute/metadata v0.7.0 h1:PBWF+iiAerVNe8UCHxdOt6eHLVc3ydFeOCw78U8ytSU= +cloud.google.com/go/compute/metadata v0.7.0/go.mod h1:j5MvL9PprKL39t166CoB1uVHfQMs4tFQZZcKwksXUjo= +cloud.google.com/go/iam v1.5.2 h1:qgFRAGEmd8z6dJ/qyEchAuL9jpswyODjA2lS+w234g8= +cloud.google.com/go/iam v1.5.2/go.mod h1:SE1vg0N81zQqLzQEwxL2WI6yhetBdbNQuTvIKCSkUHE= +cloud.google.com/go/longrunning v0.6.2 h1:xjDfh1pQcWPEvnfjZmwjKQEcHnpz6lHjfy7Fo0MK+hc= +cloud.google.com/go/longrunning v0.6.2/go.mod h1:k/vIs83RN4bE3YCswdXC5PFfWVILjm3hpEUlSko4PiI= cloud.google.com/go/vertexai v0.12.0 h1:zTadEo/CtsoyRXNx3uGCncoWAP1H2HakGqwznt+iMo8= cloud.google.com/go/vertexai v0.12.0/go.mod h1:8u+d0TsvBfAAd2x5R6GMgbYhsLgo3J7lmP4bR8g2ig8= +dario.cat/mergo v1.0.2 h1:85+piFYR1tMbRrLcDwR18y4UKJ3aH1Tbzi24VRW1TK8= +dario.cat/mergo v1.0.2/go.mod h1:E/hbnu0NxMFBjpMIE34DRGLWqDy0g5FuKDhCb31ngxA= +filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA= +filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4= +github.com/AdaLogics/go-fuzz-headers v0.0.0-20240806141605-e8a1dd7889d6 h1:He8afgbRMd7mFxO99hRNu+6tazq8nFF9lIwo9JFroBk= +github.com/AdaLogics/go-fuzz-headers v0.0.0-20240806141605-e8a1dd7889d6/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8= github.com/AssemblyAI/assemblyai-go-sdk v1.3.0 h1:AtOVgGxUycvK4P4ypP+1ZupecvFgnfH+Jsum0o5ILoU= github.com/AssemblyAI/assemblyai-go-sdk v1.3.0/go.mod h1:H0naZbvpIW49cDA5ZZ/gggeXqi7ojSGB1mqshRk6kNE= +github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c h1:udKWzYgxTojEKWjV8V+WSxDXJ4NFATAsZjh8iIbsQIg= +github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI= github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU= @@ -26,11 +34,19 @@ github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7Y github.com/Masterminds/semver/v3 v3.2.0/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ= github.com/Masterminds/sprig/v3 v3.2.3 h1:eL2fZNezLomi0uOLqjQoN6BfsDD+fyLtgbJMAj9n6YA= github.com/Masterminds/sprig/v3 v3.2.3/go.mod h1:rXcFaZ2zZbLRJv/xSysmlgIM1u11eBaRMhvYXJNkGuM= +github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY= +github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU= github.com/PuerkitoBio/goquery v1.8.1 h1:uQxhNlArOIdbrH1tr0UXwdVFgDcZDrZVdcpygAcwmWM= github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ= +github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0= +github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE= github.com/airbrake/gobrake v3.6.1+incompatible/go.mod h1:wM4gu3Cn0W0K7GUuVWnlXZU11AGBXMILnrdOU8Kn00o= github.com/andybalholm/cascadia v1.3.2 h1:3Xi6Dw5lHF15JtdcmAHD3i1+T8plmv7BQ/nsViSLyss= github.com/andybalholm/cascadia v1.3.2/go.mod h1:7gtRlve5FxPPgIgX36uWBX58OdBsSS6lUvCFb+h7KvU= +github.com/asaskevich/govalidator v0.0.0-20200907205600-7a23bdc65eef/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw= +github.com/asaskevich/govalidator v0.0.0-20210307081110-f21760c49a8d/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw= +github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3dyBCFEj5IhUbnKptjxatkF07cF2ak3yi77so= +github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw= github.com/aymerick/douceur v0.2.0 h1:Mv+mAeH1Q+n9Fr+oyamOlAkUNPWPlA8PPGR0QAaYuPk= github.com/aymerick/douceur v0.2.0/go.mod h1:wlT5vV2O3h55X9m7iVYN0TBM0NH/MmbLnd30/FjWUq4= github.com/bitly/go-simplejson v0.5.0/go.mod h1:cXHtHw4XUPsvGaxgjIAn8PhEWG9NfngEKAMDJEczWVA= @@ -39,19 +55,48 @@ github.com/bugsnag/bugsnag-go v1.4.0/go.mod h1:2oa8nejYd4cQ/b0hMIopN0lCRxU0bueqR github.com/bugsnag/panicwrap v1.2.0/go.mod h1:D/8v3kj0zr8ZAKg1AQ6crr+5VwKN5eIywRkfhyM/+dE= github.com/cenkalti/backoff v2.2.1+incompatible h1:tNowT99t7UNflLxfYYSlKYsBpXdEet03Pg2g16Swow4= github.com/cenkalti/backoff v2.2.1+incompatible/go.mod h1:90ReRw6GdpyfrHakVjL/QHaoyV4aDUVVkXQJJJ3NXXM= +github.com/cenkalti/backoff/v4 v4.3.0 h1:MyRJ/UdXutAwSAT+s3wNd7MfTIcy71VQueUuFK343L8= +github.com/cenkalti/backoff/v4 v4.3.0/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE= github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= github.com/certifi/gocertifi v0.0.0-20190105021004-abcd57078448/go.mod h1:GJKEexRPVJrBSOjoqN5VNOIKJ5Q3RViH6eu3puDRwx4= +github.com/chewxy/math32 v1.11.1 h1:b7PGHlp8KjylDoU8RrcEsRuGZhJuz8haxnKfuMMRqy8= +github.com/chewxy/math32 v1.11.1/go.mod h1:dOB2rcuFrCn6UHrze36WSLVPKtzPMRAQvBvUwkSsLqs= github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI= github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI= github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU= github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= +github.com/containerd/errdefs v1.0.0 h1:tg5yIfIlQIrxYtu9ajqY42W3lpS19XqdxRQeEwYG8PI= +github.com/containerd/errdefs v1.0.0/go.mod h1:+YBYIdtsnF4Iw6nWZhJcqGSg/dwvV7tyJ/kCkyJ2k+M= +github.com/containerd/errdefs/pkg v0.3.0 h1:9IKJ06FvyNlexW690DXuQNx2KA2cUJXx151Xdx3ZPPE= +github.com/containerd/errdefs/pkg v0.3.0/go.mod h1:NJw6s9HwNuRhnjJhM7pylWwMyAkmCQvQ4GpJHEqRLVk= +github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I= +github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo= +github.com/containerd/platforms v0.2.1 h1:zvwtM3rz2YHPQsF2CHYM8+KtB5dvhISiXh5ZpSBQv6A= +github.com/containerd/platforms v0.2.1/go.mod h1:XHCb+2/hzowdiut9rkudds9bE5yJ7npe7dG/wG+uFPw= +github.com/cpuguy83/dockercfg v0.3.2 h1:DlJTyZGBDlXqUZ2Dk2Q3xHs/FtnooJJVaad2S9GKorA= +github.com/cpuguy83/dockercfg v0.3.2/go.mod h1:sugsbF4//dDlL/i+S+rtpIWp+5h0BHJHfjj5/jFyUJc= +github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= +github.com/creack/pty v1.1.18 h1:n56/Zwd5o6whRC5PMGretI4IdRLlmBXYNjScPaBgsbY= +github.com/creack/pty v1.1.18/go.mod h1:MOBLtS5ELjhRRrroQr9kyvTxUAFNvYEK993ew/Vr4O4= github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= -github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= +github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM= +github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= 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h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +gotest.tools/v3 v3.5.2 h1:7koQfIKdy+I8UTetycgUqXWSDwpgv193Ka+qRsmBY8Q= +gotest.tools/v3 v3.5.2/go.mod h1:LtdLGcnqToBH83WByAAi/wiwSFCArdFIUV/xxN4pcjA= honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= nhooyr.io/websocket v1.8.7 h1:usjR2uOr/zjjkVMy0lW+PPohFok7PCow5sDjLgX4P4g= diff --git a/langchaingo/main.go b/langchaingo/main.go index 69b6ac6d..cb3cad0b 100644 --- a/langchaingo/main.go +++ b/langchaingo/main.go @@ -2,14 +2,12 @@ package main import ( "context" + "errors" "fmt" "log" "os" "github.com/modelcontextprotocol/go-sdk/mcp" - "github.com/tmc/langchaingo/agents" - "github.com/tmc/langchaingo/callbacks" - "github.com/tmc/langchaingo/chains" "github.com/tmc/langchaingo/llms" "github.com/tmc/langchaingo/llms/openai" "github.com/tmc/langchaingo/tools" @@ -24,31 +22,12 @@ func main() { log.Println("QUESTION:", question) - llm, err := initializeLLM() - if err != nil { - log.Fatalf("Failed to initialize LLM: %v", err) - } - - // Create a new client, with no features. - client := mcp.NewClient(&mcp.Implementation{Name: "mcp-client", Version: "v1.0.0"}, nil) - - toolBelt, err := initializeMCPTools(client) - if err != nil { - log.Fatalf("Failed to call tool: %v", err) - } - - agent := agents.NewOneShotAgent(llm, toolBelt, agents.WithCallbacksHandler(callbacks.LogHandler{})) - executor := agents.NewExecutor(agent) - - result, err := chains.Run(context.Background(), executor, question) - if err != nil { - log.Fatalf("Failed to execute question: %v", err) + // Get MCP gateway URL from environment + mcpGatewayURL := os.Getenv("MCP_GATEWAY_URL") + if mcpGatewayURL == "" { + mcpGatewayURL = "http://localhost:8811" } - log.Println("ASSISTANT:", result) -} - -func initializeLLM() (llms.Model, error) { // Get OpenAI configuration from environment apiKey := os.Getenv("OPENAI_API_KEY") if apiKey == "" { @@ -65,6 +44,15 @@ func initializeLLM() (llms.Model, error) { modelName = "gpt-3.5-turbo" // Default model } + result, err := chat(question, mcpGatewayURL, apiKey, baseURL, modelName) + if err != nil { + log.Fatalf("Failed to chat: %v", err) + } + + log.Println("ASSISTANT:", result) +} + +func initializeLLM(apiKey string, baseURL string, modelName string) (llms.Model, error) { // Create OpenAI client return openai.New( openai.WithToken(apiKey), @@ -73,34 +61,30 @@ func initializeLLM() (llms.Model, error) { ) } -func initializeMCPTools(client *mcp.Client) ([]tools.Tool, error) { - // Get MCP gateway URL from environment - mcpGatewayURL := os.Getenv("MCP_GATEWAY_URL") - if mcpGatewayURL == "" { - mcpGatewayURL = "http://localhost:8811" - } - +func initializeMCPTools(client *mcp.Client, mcpGatewayURL string) ([]tools.Tool, error) { transport := mcp.NewSSEClientTransport(mcpGatewayURL, nil) cs, err := client.Connect(context.Background(), transport) if err != nil { - log.Fatalf("Failed to connect to MCP gateway: %v", err) + return nil, fmt.Errorf("connect to MCP gateway: %v", err) } mcpTools, err := cs.ListTools(context.Background(), &mcp.ListToolsParams{}) if err != nil { - log.Fatalf("Failed to list tools: %v", err) + return nil, fmt.Errorf("list tools: %v", err) } + var errs []error + toolBelt := make([]tools.Tool, len(mcpTools.Tools)) for i, tool := range mcpTools.Tools { args := map[string]any{} switch tool.Name { case "fetch_content": case "search": - args["max_results"] = 3 + args["max_results"] = 10 default: - return nil, fmt.Errorf("unsupported tool: %s", tool.Name) + errs = append(errs, fmt.Errorf("unsupported tool: %s", tool.Name)) } toolBelt[i] = &DuckDuckGoTool{ @@ -110,5 +94,9 @@ func initializeMCPTools(client *mcp.Client) ([]tools.Tool, error) { } } + if len(errs) > 0 { + return nil, errors.Join(errs...) + } + return toolBelt, nil } diff --git a/langchaingo/rag_test.go b/langchaingo/rag_test.go new file mode 100644 index 00000000..f8b89f64 --- /dev/null +++ b/langchaingo/rag_test.go @@ -0,0 +1,33 @@ +package main + +import ( + "context" + "testing" + + "github.com/stretchr/testify/require" + "github.com/testcontainers/testcontainers-go" + tcweaviate "github.com/testcontainers/testcontainers-go/modules/weaviate" + "github.com/tmc/langchaingo/embeddings" + "github.com/tmc/langchaingo/vectorstores/weaviate" +) + +// NewStore creates a new Weaviate store. It will use a weaviate container to store the data. +func NewStore(t *testing.T, embedder embeddings.Embedder) (weaviate.Store, error) { + t.Helper() + + ctx := context.Background() + + c, err := tcweaviate.Run(ctx, "semitechnologies/weaviate:1.32.1") + testcontainers.CleanupContainer(t, c) + require.NoError(t, err) + + schema, host, err := c.HttpHostAddress(ctx) + require.NoError(t, err) + + return weaviate.New( + weaviate.WithScheme(schema), + weaviate.WithHost(host), + weaviate.WithIndexName("Testcontainers"), + weaviate.WithEmbedder(embedder), + ) +}