WeKnora/client

WeKnora HTTP Client

This package provides a client library for interacting with WeKnora services, supporting all HTTP-based interface calls, making it easier for other modules to integrate with WeKnora services without having to write HTTP request code directly.

Main Features

The client includes the following main functional modules:

1. Session Management: Create, retrieve, update, and delete sessions
2. Knowledge Base Management: Create, retrieve, update, and delete knowledge bases
3. Knowledge Management: Add, retrieve, and delete knowledge content
4. Tenant Management: CRUD operations for tenants
5. Knowledge Q&A: Supports regular Q&A and streaming Q&A
6. Chunk Management: Query, update, and delete knowledge chunks
7. Message Management: Retrieve and delete session messages
8. Model Management: Create, retrieve, update, and delete models
9. Evaluation Function: Start evaluation tasks and get evaluation results

Usage

Creating Client Instance

import (
    "context"
    "github.com/Tencent/WeKnora/internal/client"
    "time"
)

// Create client instance
apiClient := client.NewClient(
    "http://api.example.com", 
    client.WithToken("your-auth-token"),
    client.WithTimeout(30*time.Second),
)

Example: Create Knowledge Base and Upload File

// Create knowledge base
kb := &client.KnowledgeBase{
    Name:        "Test Knowledge Base",
    Description: "This is a test knowledge base",
    ChunkingConfig: client.ChunkingConfig{
        ChunkSize:    500,
        ChunkOverlap: 50,
        Separators:   []string{"\n\n", "\n", ". ", "? ", "! "},
    },
    ImageProcessingConfig: client.ImageProcessingConfig{
        ModelID: "image_model_id",
    },
    EmbeddingModelID: "embedding_model_id",
    SummaryModelID:   "summary_model_id",
}

kb, err := apiClient.CreateKnowledgeBase(context.Background(), kb)
if err != nil {
    // Handle error
}

// Upload knowledge file with metadata
metadata := map[string]string{
    "source": "local",
    "type":   "document",
}
knowledge, err := apiClient.CreateKnowledgeFromFile(context.Background(), kb.ID, "path/to/file.pdf", metadata)
if err != nil {
    // Handle error
}

Example: Create Session and Chat

// Create session
sessionRequest := &client.CreateSessionRequest{
    KnowledgeBaseID: knowledgeBaseID,
    SessionStrategy: &client.SessionStrategy{
        MaxRounds:        10,
        EnableRewrite:    true,
        FallbackStrategy: "fixed_answer",
        FallbackResponse: "Sorry, I cannot answer this question",
        EmbeddingTopK:    5,
        KeywordThreshold: 0.5,
        VectorThreshold:  0.7,
        RerankModelID:    "rerank_model_id",
        RerankTopK:       3,
        RerankThreshold:  0.8,
        SummaryModelID:   "summary_model_id",
    },
}

session, err := apiClient.CreateSession(context.Background(), sessionRequest)
if err != nil {
    // Handle error
}

// Regular Q&A
answer, err := apiClient.KnowledgeQA(context.Background(), session.ID, &client.KnowledgeQARequest{
    Query: "What is artificial intelligence?",
})
if err != nil {
    // Handle error
}

// Streaming Q&A
err = apiClient.KnowledgeQAStream(context.Background(), session.ID, "What is machine learning?", func(response *client.StreamResponse) error {
    // Handle each response chunk
    fmt.Print(response.Content)
    return nil
})
if err != nil {
    // Handle error
}

Example: Managing Models

// Create model
modelRequest := &client.CreateModelRequest{
    Name:        "Test Model",
    Type:        client.ModelTypeChat,
    Source:      client.ModelSourceInternal,
    Description: "This is a test model",
    Parameters: client.ModelParameters{
        "temperature": 0.7,
        "top_p":       0.9,
    },
    IsDefault: true,
}
model, err := apiClient.CreateModel(context.Background(), modelRequest)
if err != nil {
    // Handle error
}

// List all models
models, err := apiClient.ListModels(context.Background())
if err != nil {
    // Handle error
}

Example: Managing Knowledge Chunks

// List knowledge chunks
chunks, total, err := apiClient.ListKnowledgeChunks(context.Background(), knowledgeID, 1, 10)
if err != nil {
    // Handle error
}

// Update chunk
updateRequest := &client.UpdateChunkRequest{
    Content:   "Updated chunk content",
    IsEnabled: true,
}
updatedChunk, err := apiClient.UpdateChunk(context.Background(), knowledgeID, chunkID, updateRequest)
if err != nil {
    // Handle error
}

Example: Getting Session Messages

// Get recent messages
messages, err := apiClient.GetRecentMessages(context.Background(), sessionID, 10)
if err != nil {
    // Handle error
}

// Get messages before a specific time
beforeTime := time.Now().Add(-24 * time.Hour)
olderMessages, err := apiClient.GetMessagesBefore(context.Background(), sessionID, beforeTime, 10)
if err != nil {
    // Handle error
}

Complete Example

Please refer to the ExampleUsage function in the example.go file, which demonstrates the complete usage flow of the client.