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\n * llm-base-provider.ts\n * Core types and interfaces for LLM providers\n */\n\n/**\n * Represents the different types of capabilities a model can have\n */\nexport interface ModelCapabilities {\n textToText: boolean;\n imageGeneration: boolean;\n multimodal: boolean;\n reasoning: boolean;\n systemMessages: boolean;\n functionCalling: boolean;\n streaming: boolean;\n}\n\n/**\n * Base configuration options available for all models\n */\nexport interface BaseModelConfig {\n temperature?: number;\n maxTokens?: number;\n topP?: number;\n frequencyPenalty?: number;\n presencePenalty?: number;\n}\n\n/**\n * Pricing structure for model usage\n */\nexport interface ModelPricing {\n inputPer1k: number;\n outputPer1k: number;\n currency: string;\n}\n\n/**\n * Generic interface for provider-specific parameters\n */\nexport interface ProviderSpecificParams {\n [key: string]: unknown;\n}\n\n/**\n * Structure for a message in a conversation\n */\nexport interface Message {\n role: 'system' | 'user' | 'assistant' | 'function';\n content: string;\n name?: string;\n functionCall?: {\n name: string;\n arguments: string;\n };\n}\n\n/**\n * Function definition for models that support function calling\n */\nexport interface FunctionDefinition {\n name: string;\n description?: string;\n parameters: {\n type: 'object';\n properties: Record;\n required?: string[];\n };\n}\n\n/**\n * Base interface for all models across providers\n */\nexport interface BaseModel {\n id: string;\n name: string;\n capabilities: ModelCapabilities;\n pricing: ModelPricing;\n config: BaseModelConfig;\n contextWindow: number;\n providerSpecific?: ProviderSpecificParams;\n}\n\n/**\n * Response structure for completion requests\n */\nexport interface CompletionResponse {\n content: string;\n tokenUsage: {\n input: number;\n output: number;\n total: number;\n };\n modelUsed: string;\n cost: number;\n}\n\n/**\n * Base provider interface that all providers must implement\n */\nexport interface BaseProvider {\n id: string;\n name: string;\n models: BaseModel[];\n defaultModel: string;\n \n // Core methods\n complete(\n prompt: string | Message[], \n model?: string, \n config?: Partial\n ): Promise;\n \n stream?(\n prompt: string | Message[], \n model?: string, \n config?: Partial\n ): AsyncIterableIterator;\n \n // Optional function calling support\n completeFunctionCall?(\n prompt: string | Message[],\n functions: FunctionDefinition[],\n model?: string,\n config?: Partial\n ): Promise;\n}\n\n/**\n * Abstract base class that providers can extend\n */\nexport abstract class AbstractProvider implements BaseProvider {\n abstract id: string;\n abstract name: string;\n abstract models: BaseModel[];\n abstract defaultModel: string;\n \n abstract complete(\n prompt: string | Message[],\n model?: string,\n config?: Partial\n ): Promise;\n\n /**\n * Helper to calculate cost for token usage\n */\n protected calculateCost(\n inputTokens: number,\n outputTokens: number,\n model: BaseModel\n ): number {\n return (\n (inputTokens / 1000) * model.pricing.inputPer1k +\n (outputTokens / 1000) * model.pricing.outputPer1k\n );\n }\n\n /**\n * Helper to validate and get model configuration\n */\n protected getModelConfig(\n modelId?: string,\n config?: Partial\n ): [BaseModel, BaseModelConfig] {\n const model = this.models.find(m => m.id === (modelId || this.defaultModel));\n if (!model) {\n throw new Error(`Model ${modelId} not found`);\n }\n\n return [\n model,\n {\n ...model.config,\n ...config\n }\n ];\n }\n}\n\n// Export a type helper for creating provider-specific parameters\nexport type WithProviderParams\n < T extends BaseModelConfig,\n P extends ProviderSpecificParams\n> = T & { providerParams?: P };","deleted","label",[171,153],"llm-providers","permalink","https://www.val.town/x/prashamtrivedi/LlmDashboard/code/llm-providers/llm-base-provider","extension","actionData","errors"]