@juspay/neurolink/dist/providers/ollama.d.ts

Universal AI Development Platform with working MCP integration, multi-provider support, voice (TTS/STT/realtime), and professional CLI. 58+ external MCP servers discoverable, multimodal file processing, RAG pipelines. Build, test, and deploy AI applicatio

import type { LanguageModel, Schema } from "ai";
import type { AIProviderName } from "../constants/enums.js";
import { BaseProvider } from "../core/baseProvider.js";
import type { StreamOptions, StreamResult, ZodUnknownSchema } from "../types/index.js";
/**
 * Ollama Provider v2 - BaseProvider Implementation
 *
 * PHASE 3.7: BaseProvider wrap around existing custom Ollama implementation
 *
 * Features:
 * - Extends BaseProvider for shared functionality
 * - Preserves custom OllamaLanguageModel implementation
 * - Local model management and health checking
 * - Enhanced error handling with Ollama-specific guidance
 */
export declare class OllamaProvider extends BaseProvider {
    private ollamaModel;
    private baseUrl;
    private timeout;
    constructor(modelName?: string, credentials?: {
        baseURL?: string;
    });
    protected getProviderName(): AIProviderName;
    protected getDefaultModel(): string;
    /**
     * Returns the Vercel AI SDK model instance for Ollama.
     *
     * OllamaLanguageModel implements OllamaAsLanguageModel which is structurally
     * compatible with LanguageModelV2 (specificationVersion "v2", modelId, provider,
     * supportedUrls, doGenerate, doStream).
     */
    protected getAISDKModel(): LanguageModel;
    /**
     * Ollama Tool Calling Support (Enhanced 2025)
     *
     * Uses configurable model list from ModelConfiguration instead of hardcoded values.
     * Tool-capable models can be configured via OLLAMA_TOOL_CAPABLE_MODELS environment variable.
     *
     * **Configuration Options:**
     * - Environment variable: OLLAMA_TOOL_CAPABLE_MODELS (comma-separated list)
     * - Configuration file: providers.ollama.modelBehavior.toolCapableModels
     * - Fallback: Default list of known tool-capable models
     *
     * **Implementation Features:**
     * - Direct Ollama API integration (/v1/chat/completions)
     * - Automatic tool schema conversion to Ollama format
     * - Streaming tool calls with incremental response parsing
     * - Model compatibility validation and fallback handling
     *
     * @returns true for supported models, false for unsupported models
     */
    supportsTools(): boolean;
    /**
     * Extract images from multimodal messages for Ollama API
     * Returns array of base64-encoded images
     */
    private extractImagesFromMessages;
    /**
     * Convert multimodal messages to Ollama chat format
     * Extracts text content and handles images separately
     */
    private convertToOllamaMessages;
    protected executeStream(options: StreamOptions, analysisSchema?: ZodUnknownSchema | Schema<unknown>): Promise<StreamResult>;
    /**
     * Execute streaming with Ollama's function calling support
     * Uses conversation loop to handle multi-step tool execution
     */
    private executeStreamWithTools;
    /**
     * Execute streaming without tools using the generate API
     * Fallback for non-tool scenarios or when chat API is unavailable
     */
    private executeStreamWithoutTools;
    /**
     * Convert AI SDK tools format to Ollama's function calling format
     */
    private convertToolsToOllamaFormat;
    /**
     * Parse tool calls from Ollama API response
     */
    private parseToolCalls;
    /**
     * Process Ollama streaming response and stream content to controller
     * Returns aggregated content, tool calls, and finish reason
     */
    private processOllamaResponse;
    /**
     * Process individual stream data chunk from Ollama
     */
    private processOllamaStreamData;
    /**
     * Create stream generator for Ollama chat API with tool call support
     */
    private createOllamaChatStream;
    /**
     * Format tool calls for display when tools aren't executed directly
     */
    private formatToolCallForDisplay;
    /**
     * Convert AI SDK tools to ToolDefinition format
     */
    private convertAISDKToolsToToolDefinitions;
    /**
     * Execute a single tool and return the result
     */
    private executeSingleTool;
    /**
     * Execute tools and format results for Ollama API
     * Similar to Bedrock's executeStreamTools but for Ollama format
     */
    private executeOllamaTools;
    /**
     * Convert ReadableStream to AsyncIterable for compatibility with StreamResult interface
     */
    private convertToAsyncIterable;
    /**
     * Create stream generator for Ollama generate API (non-tool mode)
     */
    private createOllamaStream;
    private createOpenAIStream;
    protected formatProviderError(error: unknown): Error;
    /**
     * Check if Ollama service is healthy and accessible
     */
    private checkOllamaHealth;
    /**
     * Get available models from Ollama
     */
    getAvailableModels(): Promise<string[]>;
    /**
     * Check if a specific model is available
     */
    isModelAvailable(modelName: string): Promise<boolean>;
    /**
     * Get recommendations for tool-calling capable Ollama models
     * Provides guidance for users who want to use function calling locally
     */
    static getToolCallingRecommendations(): {
        recommended: string[];
        performance: Record<string, {
            speed: number;
            quality: number;
            size: string;
        }>;
        notes: Record<string, string>;
        installation: Record<string, string>;
    };
}
export default OllamaProvider;