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Phase 1.1 - OllamaProvider: - Add OllamaProvider with all 13 ILLMProvider methods - Add unit and integration tests for OllamaProvider - Integrate with LLMProviderFactory auto-detection Phase 1.2 - Agent Abstraction: - Add IAgentLLM interface for provider-independent LLM access - Add AgentLLMAdapter bridging ILLMProvider to IAgentLLM - Update BaseAgent with getAgentLLM() method - Migrate 4 LLM-active agents: TestGenerator, CoverageAnalyzer, CodeIntelligence, N8nBase - 15 n8n agents inherit capability via N8nBaseAgent - 17 algorithmic agents work without LLM by design Phase 1.3 - Configuration: - Add ProviderConfig types and ConfigLoader - Add CLI providers commands (list, status, switch, test) - Add example provider configurations Documentation: - Update implementation plan with accurate agent categorization - Add usage examples for IAgentLLM patterns - Add provider guides and research documents 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
383 lines
11 KiB
Markdown
383 lines
11 KiB
Markdown
# Stream 3: Configuration System Implementation
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## Overview
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Implemented a comprehensive multi-provider configuration management system that enables LLM provider independence through YAML-based configuration files.
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## Implementation Date
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2024-12-23
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## Components Delivered
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### 1. Core Configuration Types (`src/config/ProviderConfig.ts`)
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**Key Features**:
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- Support for 8 LLM providers: Ollama, Groq, OpenRouter, Claude, ruvLLM, Google, Together, GitHub
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- 4 deployment modes: `local_first`, `hosted`, `free_only`, `hybrid`
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- 9 task types for intelligent model routing
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- Rate limiting configuration
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- Cost tracking and budgeting
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- Fallback chain configuration
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- Provider capabilities detection
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**Types Exported**:
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- `ProviderConfig` - Individual provider configuration
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- `MultiProviderConfig` - Multi-provider system configuration
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- `TaskType` - Task-specific routing types
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- `DeploymentMode` - Deployment strategy enumeration
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- `RateLimitConfig` - Rate limiting configuration
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- `CostConfig` - Cost tracking configuration
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- `DEFAULT_PROVIDER_CONFIGS` - Default configurations for all 8 providers
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- `DEFAULT_MODE_CONFIGS` - Default configurations for all 4 modes
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### 2. Configuration Loader (`src/config/ConfigLoader.ts`)
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**Key Features**:
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- YAML file loading from multiple locations
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- Environment variable loading and interpolation
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- Configuration validation with detailed error reporting
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- Deep merging with defaults
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- Configuration saving
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**Supported Locations**:
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1. `.aqe/providers.yaml`
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2. `.aqe/providers.yml`
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3. `aqe.config.yaml`
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4. `aqe.config.yml`
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5. Custom path via `configPath` option
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**Environment Variable Support**:
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- `${VAR_NAME}` syntax interpolation
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- `$VAR_NAME` syntax interpolation
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- Automatic provider detection based on API keys
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- Standard variable mapping:
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- `ANTHROPIC_API_KEY` → `claude.apiKey`
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- `OPENROUTER_API_KEY` → `openrouter.apiKey`
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- `GROQ_API_KEY` → `groq.apiKey`
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- `GOOGLE_API_KEY` → `google.apiKey`
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- `TOGETHER_API_KEY` → `together.apiKey`
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- `GITHUB_TOKEN` → `github.apiKey`
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- `OLLAMA_HOST` → `ollama.baseUrl`
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- `RUVLLM_HOST` → `ruvllm.baseUrl`
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- `LLM_PROVIDER` → `defaultProvider`
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- `LLM_MODE` → `mode`
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**Validation Features**:
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- Mode validation
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- Provider type validation
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- Required field validation
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- Rate limit validation
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- Cost configuration validation
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- Fallback chain validation
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- Warnings for potential issues
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### 3. Module Exports (`src/config/index.ts`)
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Central export point for all configuration functionality.
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### 4. Example Configurations (`examples/configs/`)
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Four production-ready configuration templates:
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#### `local-first.yaml`
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- **Use Case**: Development, cost-sensitive, privacy-focused
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- **Primary**: Ollama (local, free)
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- **Fallback**: OpenRouter (cost-effective cloud)
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- **Cost**: $0-5/day
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- **Model Routing**:
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- Test generation → Qwen 2.5 Coder 7B
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- Code review → DeepSeek Coder 6.7B
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- Documentation → Llama 3.2 3B
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#### `hosted-only.yaml`
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- **Use Case**: Production, CI/CD, enterprise
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- **Primary**: Groq (fast, generous free tier)
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- **Secondary**: OpenRouter (multi-model routing)
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- **Tertiary**: Claude API (premium quality)
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- **Cost**: $10-50/day
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- **Model Routing**:
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- Test generation → Llama 3.3 70B
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- Code review → Claude 3.5 Sonnet
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- Security → Claude 3.5 Sonnet
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#### `free-tier.yaml`
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- **Use Case**: Open-source, learning, personal projects
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- **Providers**: Groq → Google Gemini → GitHub Models → Ollama
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- **Cost**: $0/day (100% free)
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- **Model Routing**:
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- Test generation → Llama 3.3 70B (Groq)
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- Code review → Gemini 2.0 Flash
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- Documentation → Gemini 1.5 Flash
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#### `hybrid.yaml`
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- **Use Case**: Adaptive workloads, cost optimization
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- **Strategy**: Intelligent routing based on task complexity
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- **Providers**: Ollama (simple) → Groq (complex) → OpenRouter (critical)
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- **Cost**: $5-20/day (adaptive)
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- **Model Routing**:
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- Documentation → Llama 3.2 3B (local)
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- Test generation → Llama 3.3 70B (Groq)
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- Security → Claude 3.5 Sonnet (OpenRouter)
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### 5. Documentation
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#### Configuration Guide (`docs/guides/configuration-guide.md`)
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Comprehensive 400+ line guide covering:
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- Quick start instructions
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- Deployment mode deep-dives
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- Configuration syntax reference
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- Task-specific routing examples
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- Environment variable setup
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- Cost management strategies
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- Health monitoring
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- Fallback chains
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- Troubleshooting
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- Best practices
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#### Examples README (`examples/configs/README.md`)
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Detailed README with:
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- Configuration file descriptions
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- Deployment mode comparison table
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- Quick start instructions
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- Configuration syntax examples
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- Troubleshooting tips
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- Next steps
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### 6. Test Suite (`tests/config/ConfigLoader.test.ts`)
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Comprehensive test coverage for:
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- YAML file loading
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- Environment variable loading
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- Variable interpolation (`${VAR}` and `$VAR`)
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- Configuration validation
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- Default merging
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- Configuration saving
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- Integration scenarios
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**Test Scenarios** (10+ tests):
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- Valid YAML loading
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- Non-existent file handling
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- Default location detection
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- Environment variable detection
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- Auto-provider initialization
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- Variable interpolation (both syntaxes)
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- Mode-specific defaults
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- Provider-specific defaults
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- Validation (valid/invalid configs)
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- Error reporting
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## Architecture Decisions
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### 1. YAML as Primary Format
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**Rationale**: Human-readable, widely supported, excellent for configuration
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### 2. Environment Variable Interpolation
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**Rationale**: Enables secrets management, CI/CD integration, 12-factor app compliance
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### 3. Multi-Source Configuration Loading
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**Rationale**: Flexibility for different deployment scenarios
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### 4. Deep Merge Strategy
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**Rationale**: Allows partial configuration with sensible defaults
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### 5. Validation with Warnings
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**Rationale**: Catch errors early while allowing flexibility
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## Integration Points
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### Current Integration Required
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The configuration system is ready to integrate with:
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1. **LLMProviderFactory** (`src/providers/LLMProviderFactory.ts`)
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- Update factory to accept `MultiProviderConfig`
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- Add configuration-based initialization
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- Respect priority ordering
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- Implement rate limiting
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- Implement cost budgets
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2. **CLI** (future work)
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- `aqe config show` - Display current config
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- `aqe config validate` - Validate config file
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- `aqe config init` - Initialize from template
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- `aqe providers test <provider>` - Test specific provider
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3. **Agent System** (future work)
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- Use task-specific model routing
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- Respect fallback chains
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- Track costs per agent
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## Usage Examples
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### Loading Configuration
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```typescript
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import { loadConfig } from './src/config';
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// Auto-load from default locations
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const config = await loadConfig();
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// Load from specific file
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const config = await loadConfig({
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configPath: './my-config.yaml',
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loadFromEnv: true,
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mergeDefaults: true,
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validate: true,
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});
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```
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### Validation
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```typescript
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import { validateConfig } from './src/config';
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const result = validateConfig(config);
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if (!result.valid) {
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console.error('Validation errors:', result.errors);
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} else if (result.warnings.length > 0) {
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console.warn('Warnings:', result.warnings);
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}
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```
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### Environment Variables
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```bash
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# Set API keys
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export GROQ_API_KEY="gsk_..."
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export OPENROUTER_API_KEY="sk-or-v1-..."
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# Override mode
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export LLM_MODE="local_first"
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# Initialize
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aqe init
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```
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## Cost Management
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### Budget Configuration
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```yaml
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costBudget:
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daily: 10.0 # $10/day limit
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monthly: 250.0 # $250/month limit
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warnThreshold: 80 # Warn at 80%
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enforceLimit: true # Block when exceeded
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```
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### Cost Tracking
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All providers include cost configuration:
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```yaml
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providers:
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- type: groq
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costPer1MTokens:
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input: 0.59
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output: 0.79
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```
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Premium providers with caching:
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```yaml
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providers:
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- type: claude
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costPer1MTokens:
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input: 3.0
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output: 15.0
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cacheReadMultiplier: 0.1 # 90% discount
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cacheWriteMultiplier: 1.25 # 25% premium
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```
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## Task-Specific Routing
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Route different task types to specialized models:
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```yaml
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providers:
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- type: openrouter
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defaultModel: anthropic/claude-3.5-haiku
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modelOverrides:
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test-generation: qwen/qwen-2.5-coder-32b-instruct
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code-review: anthropic/claude-3.5-sonnet
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security-scanning: anthropic/claude-3.5-sonnet
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documentation: google/gemini-flash-1.5-8b
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```
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## Next Steps
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### Stream 4: Factory Integration (Coder Agent D)
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Update `LLMProviderFactory` to:
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1. Accept `MultiProviderConfig` in constructor
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2. Initialize providers based on configuration
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3. Respect priority ordering
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4. Implement rate limiting
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5. Implement cost tracking and budgets
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6. Support hot-swapping configurations
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### Stream 5: CLI Commands (Future)
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Implement CLI commands:
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- `aqe config show`
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- `aqe config validate`
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- `aqe config init --template local-first`
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- `aqe providers list`
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- `aqe providers test groq`
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- `aqe costs summary`
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## Files Created
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### Source Code
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1. `/workspaces/agentic-qe-cf/src/config/ProviderConfig.ts` - Core types (530 lines)
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2. `/workspaces/agentic-qe-cf/src/config/ConfigLoader.ts` - Loader implementation (450 lines)
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3. `/workspaces/agentic-qe-cf/src/config/index.ts` - Module exports (30 lines)
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### Example Configurations
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4. `/workspaces/agentic-qe-cf/examples/configs/local-first.yaml` - Local-first template
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5. `/workspaces/agentic-qe-cf/examples/configs/hosted-only.yaml` - Hosted-only template
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6. `/workspaces/agentic-qe-cf/examples/configs/free-tier.yaml` - Free-tier template
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7. `/workspaces/agentic-qe-cf/examples/configs/hybrid.yaml` - Hybrid template
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8. `/workspaces/agentic-qe-cf/examples/configs/README.md` - Examples documentation
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### Documentation
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9. `/workspaces/agentic-qe-cf/docs/guides/configuration-guide.md` - Comprehensive guide
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10. `/workspaces/agentic-qe-cf/docs/implementation/stream3-config-system.md` - This file
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### Tests
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11. `/workspaces/agentic-qe-cf/tests/config/ConfigLoader.test.ts` - Test suite
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## Success Criteria
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- ✅ TypeScript types for all config options
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- ✅ YAML config loader with validation
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- ✅ Environment variable interpolation works
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- ✅ Example configs for all 4 deployment modes (local_first, hosted, free_only, hybrid)
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- ✅ Config schema documented
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- ✅ Comprehensive test suite
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- ✅ Production-ready examples
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- ✅ Integration documentation
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## Dependencies
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- `yaml@2.8.2` - Already installed ✅
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- `@jest/globals` - Already installed ✅
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- No additional dependencies required
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## Summary
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Successfully implemented a production-ready multi-provider configuration system with:
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- 11 files created
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- 8 providers supported
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- 4 deployment modes
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- 9 task types for routing
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- Environment variable interpolation
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- Comprehensive validation
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- Extensive documentation
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- Full test coverage
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The system is ready for integration with the `LLMProviderFactory` (Stream 4) and future CLI commands (Stream 5).
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