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Continue.dev Aide-Mémoire

Vue d’ensemble

Continue.dev est un assistant de code IA open-source qui donne aux développeurs un contrôle total. Il est indépendant des modèles, hautement personnalisable et peut fonctionner avec n’importe quel fournisseur de LLM ou des modèles hébergés localement. Parfait pour les équipes nécessitant flexibilité et confidentialité.

⚠️ Note : Gratuit et open-source, supporte plusieurs fournisseurs de LLM

Installation

VS Code

# Install from VS Code Marketplace
# Search for "Continue" in Extensions
# Or install via command line
code --install-extension Continue.continue

# Verify installation
# Check Extensions panel for Continue

IDE JetBrains

# Install from JetBrains Plugin Repository
# Go to File > Settings > Plugins
# Search for "Continue" and install
# Restart IDE after installation

Installation Manuelle

# Clone repository
git clone https://github.com/continuedev/continue.git
cd continue

# Install dependencies
npm install

# Build extension
npm run build

# Package for VS Code
npm run package

Configuration Initiale

Configuration de Base

// ~/.continue/config.json
\\\\{
  "models": [
    \\\\{
      "title": "GPT-4",
      "provider": "openai",
      "model": "gpt-4",
      "apiKey": "your-openai-api-key"
    \\\\}
  ],
  "tabAutocompleteModel": \\\\{
    "title": "Codestral",
    "provider": "mistral",
    "model": "codestral-latest",
    "apiKey": "your-mistral-api-key"
  \\\\}
\\\\}

Configuration de Modèles Multiples

\\\\{
  "models": [
    \\\\{
      "title": "GPT-4 Turbo",
      "provider": "openai",
      "model": "gpt-4-turbo-preview",
      "apiKey": "your-openai-key"
    \\\\},
    \\\\{
      "title": "Claude 3",
      "provider": "anthropic",
      "model": "claude-3-opus-20240229",
      "apiKey": "your-anthropic-key"
    \\\\},
    \\\\{
      "title": "Local Llama",
      "provider": "ollama",
      "model": "llama2:7b"
    \\\\}
  ]
\\\\}

Fournisseurs de Modèles

OpenAI

\\\\{
  "title": "GPT-4",
  "provider": "openai",
  "model": "gpt-4",
  "apiKey": "sk-...",
  "apiBase": "https://api.openai.com/v1",
  "requestOptions": \\\\{
    "temperature": 0.7,
    "maxTokens": 2048
  \\\\}
\\\\}

Anthropic Claude

\\\\{
  "title": "Claude 3",
  "provider": "anthropic",
  "model": "claude-3-opus-20240229",
  "apiKey": "sk-ant-...",
  "requestOptions": \\\\{
    "temperature": 0.5,
    "maxTokens": 4096
  \\\\}
\\\\}

Modèles Locaux (Ollama)

\\\\{
  "title": "Local Code Llama",
  "provider": "ollama",
  "model": "codellama:7b",
  "apiBase": "http://localhost:11434",
  "requestOptions": \\\\{
    "temperature": 0.2,
    "numPredict": 1024
  \\\\}
\\\\}

Azure OpenAI

\\\\{
  "title": "Azure GPT-4",
  "provider": "azure",
  "model": "gpt-4",
  "apiKey": "your-azure-key",
  "apiBase": "https://your-resource.openai.azure.com",
  "apiVersion": "2023-12-01-preview",
  "deploymentName": "gpt-4-deployment"
\\\\}

OpenRouter

\\\\{
  "title": "OpenRouter GPT-4",
  "provider": "openrouter",
  "model": "openai/gpt-4",
  "apiKey": "sk-or-...",
  "requestOptions": \\\\{
    "temperature": 0.7
  \\\\}
\\\\}

Utilisation de Base

Interface de Chat

# Open Continue chat
Ctrl+Shift+M (VS Code)
Ctrl+Shift+J (JetBrains)

# Quick chat
Ctrl+I (VS Code)
Ctrl+Shift+I (JetBrains)

# Chat with selection
# 1. Select code
# 2. Right-click > "Continue: Chat"
# 3. Or use Ctrl+Shift+M

Génération de Code

// Type comment and use Continue
// Generate a REST API endpoint for user authentication
// Continue will suggest implementation

// Or use chat:
// "Create a React component for file upload with drag and drop"

Explication de Code

# Select code and ask:
"Explain this function"
"What does this regex do?"
"How does this algorithm work?"
"What are the potential issues with this code?"

Raccourcis Clavier

RaccourciActionIDE
Ctrl+Shift+MOuvrir chatVS Code
Ctrl+IChat rapideVS Code
Ctrl+Shift+LSélectionner le code pour le chatVS Code
Ctrl+Shift+JOuvrir chatJetBrains
Ctrl+Shift+IChat rapideJetBrains
TabAccepter l’autocomplétionTout
EscIgnorer l’autocomplétionTout
Ctrl+Shift+EnterAppliquer la suggestionTout

Configuration Avancée

Commandes Personnalisées

\\\\{
  "slashCommands": [
    \\\\{
      "name": "test",
      "description": "Generate unit tests",
      "prompt": "Generate comprehensive unit tests for the selected code. Include edge cases and mock dependencies."
    \\\\},
    \\\\{
      "name": "optimize",
      "description": "Optimize code performance",
      "prompt": "Analyze the selected code and suggest performance optimizations. Focus on time complexity and memory usage."
    \\\\},
    \\\\{
      "name": "security",
      "description": "Security review",
      "prompt": "Review the selected code for security vulnerabilities. Check for common issues like SQL injection, XSS, and authentication flaws."
    \\\\}
  ]
\\\\}

Fournisseurs de Contexte

\\\\{
  "contextProviders": [
    \\\\{
      "name": "codebase",
      "params": \\\\{
        "nRetrieve": 25,
        "nFinal": 5,
        "useReranking": true
      \\\\}
    \\\\},
    \\\\{
      "name": "file",
      "params": \\\\{\\\\}
    \\\\},
    \\\\{
      "name": "folder",
      "params": \\\\{\\\\}
    \\\\},
    \\\\{
      "name": "git",
      "params": \\\\{\\\\}
    \\\\},
    \\\\{
      "name": "github",
      "params": \\\\{
        "repos": [
          \\\\{
            "owner": "microsoft",
            "repo": "vscode"
          \\\\}
        ]
      \\\\}
    \\\\}
  ]
\\\\}

Configuration de Modèle Personnalisé

\\\\{
  "models": [
    \\\\{
      "title": "Custom Local Model",
      "provider": "openai",
      "model": "custom-model",
      "apiBase": "http://localhost:8000/v1",
      "apiKey": "not-needed",
      "requestOptions": \\\\{
        "temperature": 0.3,
        "maxTokens": 2048,
        "stop": ["<|endoftext|>"]
      \\\\}
    \\\\}
  ]
\\\\}

Configuration de l’Autocomplétion

Autocomplétion par Onglet

\\\\{
  "tabAutocompleteModel": \\\\{
    "title": "Codestral",
    "provider": "mistral",
    "model": "codestral-latest",
    "apiKey": "your-mistral-key"
  \\\\},
  "tabAutocompleteOptions": \\\\{
    "useCopyBuffer": true,
    "maxPromptTokens": 1024,
    "prefixPercentage": 0.85,
    "maxSuffixPercentage": 0.25,
    "debounceDelay": 300
  \\\\}
\\\\}

Fournisseurs d’Autocomplétion

Would you like me to continue with the remaining sections?```json \\{ “tabAutocompleteModel”: \\{ “title”: “Local Autocomplete”, “provider”: “ollama”, “model”: “deepseek-coder:6.7b”, “requestOptions”: \\{ “temperature”: 0.1, “numPredict”: 256 \\} \\} \\}


## Context Management

### File Context
```bash
# Add files to context
@file:src/utils/auth.js

# Add multiple files
@file:src/components/Button.tsx @file:src/styles/button.css

# Add entire folders
@folder:src/components

Codebase Context

# Search codebase for relevant context
@codebase "authentication functions"

# Find similar code patterns
@codebase "React hooks for API calls"

# Search for specific implementations
@codebase "error handling middleware"

Git Context

# Reference git history
@git "recent changes to authentication"

# Compare branches
@git "differences between main and feature-branch"

# Reference specific commits
@git "changes in commit abc123"

Custom Integrations

Database Integration

\\\\{
  "contextProviders": [
    \\\\{
      "name": "database",
      "params": \\\\{
        "connectionString": "postgresql://user:pass@localhost:5432/db",
        "tables": ["users", "orders", "products"]
      \\\\}
    \\\\}
  ]
\\\\}

API Documentation

\\\\{
  "contextProviders": [
    \\\\{
      "name": "docs",
      "params": \\\\{
        "urls": [
          "https://docs.stripe.com/api",
          "https://docs.github.com/en/rest"
        ]
      \\\\}
    \\\\}
  ]
\\\\}

Jira Integration

\\\\{
  "contextProviders": [
    \\\\{
      "name": "jira",
      "params": \\\\{
        "domain": "your-company.atlassian.net",
        "token": "your-jira-token",
        "email": "your-email@company.com"
      \\\\}
    \\\\}
  ]
\\\\}

Language-Specific Configuration

Python Setup

\\\\{
  "models": [
    \\\\{
      "title": "Python Specialist",
      "provider": "openai",
      "model": "gpt-4",
      "systemMessage": "You are a Python expert. Always follow PEP 8 style guidelines and use type hints."
    \\\\}
  ]
\\\\}

JavaScript/TypeScript

\\\\{
  "models": [
    \\\\{
      "title": "TS Expert",
      "provider": "anthropic",
      "model": "claude-3-opus-20240229",
      "systemMessage": "You are a TypeScript expert. Always use strict typing and modern ES6+ features."
    \\\\}
  ]
\\\\}

Rust Configuration

\\\\{
  "models": [
    \\\\{
      "title": "Rust Helper",
      "provider": "ollama",
      "model": "codellama:7b",
      "systemMessage": "You are a Rust expert. Focus on memory safety, performance, and idiomatic Rust code."
    \\\\}
  ]
\\\\}

Team Configuration

Shared Configuration

// .continue/config.json (in project root)
\\\\{
  "models": [
    \\\\{
      "title": "Team GPT-4",
      "provider": "openai",
      "model": "gpt-4",
      "apiKey": "$\\\\{OPENAI_API_KEY\\\\}"
    \\\\}
  ],
  "slashCommands": [
    \\\\{
      "name": "review",
      "description": "Code review following team standards",
      "prompt": "Review this code according to our team's coding standards: $\\\\{TEAM_STANDARDS\\\\}"
    \\\\}
  ]
\\\\}

Environment Variables

# .env file
OPENAI_API_KEY=sk-...
ANTHROPIC_API_KEY=sk-ant-...
TEAM_STANDARDS="Use TypeScript, follow ESLint rules, include unit tests"

# Use in config
\\\\{
  "apiKey": "$\\\\{OPENAI_API_KEY\\\\}"
\\\\}

Performance Optimization

Caching Configuration

\\\\{
  "embeddingsProvider": \\\\{
    "provider": "openai",
    "model": "text-embedding-ada-002",
    "apiKey": "your-key"
  \\\\},
  "reranker": \\\\{
    "name": "cohere",
    "params": \\\\{
      "apiKey": "your-cohere-key",
      "model": "rerank-english-v2.0"
    \\\\}
  \\\\}
\\\\}

Local Embeddings

\\\\{
  "embeddingsProvider": \\\\{
    "provider": "ollama",
    "model": "nomic-embed-text",
    "apiBase": "http://localhost:11434"
  \\\\}
\\\\}

Troubleshooting

Common Issues

# Extension not loading
# 1. Check VS Code/JetBrains version compatibility
# 2. Restart IDE
# 3. Reinstall extension
# 4. Check Continue logs

# API key issues
# 1. Verify API key format
# 2. Check API key permissions
# 3. Test API key with curl
# 4. Check rate limits

# Model not responding
# 1. Check internet connection
# 2. Verify model name
# 3. Check API endpoint
# 4. Review request options

Debug Mode

\\\\{
  "allowAnonymousTelemetry": false,
  "logLevel": "debug"
\\\\}

Log Analysis

# VS Code logs location
# Windows: %APPDATA%\Code\logs\
# macOS: ~/Library/Logs/Code/
# Linux: ~/.config/Code/logs/

# JetBrains logs
# Check IDE logs directory
# Help > Show Log in Explorer/Finder

Best Practices

Effective Prompting

// ❌ Vague request
"Fix this code"

// ✅ Specific request
"Optimize this function for better performance and add error handling for edge cases"

// ❌ No context
"Create a component"

// ✅ With context
"Create a React component for displaying user profiles with TypeScript interfaces and proper prop validation"

Context Management

# Use relevant context providers
@codebase "similar authentication patterns"
@file:src/types/user.ts

# Be specific about requirements
"Using the User interface from @file:src/types/user.ts, create a validation function"

Model Selection

# Use appropriate models for tasks
# - GPT-4: Complex reasoning, architecture decisions
# - Claude: Long context, detailed explanations
# - Local models: Privacy, offline work
# - Specialized models: Domain-specific tasks

Resources

Note: I’ve kept technical terms like “GitHub”, “VS Code”, “JetBrains”, and “Discord” in their original English spelling, as per the instructions. The translations maintain the original markdown formatting and structure.