@hivetechs/hive-ai/dist/storage/topicTagging.d.ts

Real-time streaming AI consensus platform with HTTP+SSE MCP integration for Claude Code, VS Code, Cursor, and Windsurf - powered by OpenRouter's unified API

/**
 * Topic Tagging System for Hive.AI MCP Server
 *
 * Implements a sophisticated tagging system for conversations and messages
 * to enable thematic relation discovery across the consensus pipeline.
 *
 * Uses provider-agnostic approach to ensure resilience across different LLM providers.
 */
/**
 * Extract topics from text using AI
 * @param text The text to extract topics from
 * @param providerName Optional provider name to use
 */
export declare function extractTopicsWithAI(text: string, providerName?: string): Promise<string[]>;
/**
 * Tag a conversation with topics based on its content
 */
export declare function tagConversation(conversationId: string): Promise<string[]>;
/**
 * Find conversations related to a specific topic
 */
export declare function findConversationsByTopic(topic: string, limit?: number): Promise<string[]>;
/**
 * Find topics related to a specific query
 */
export declare function findTopicsForQuery(query: string): Promise<string[]>;
/**
 * Extract topics from text (exported for external use)
 */
export declare function extractTopics(text: string): string[];
/**
 * Extract keywords from text using AI (exported for external use)
 */
export declare function extractKeywords(text: string, providerName?: string): Promise<string[]>;
/**
 * Find relevant knowledge for each AI in the pipeline based on the query
 * Uses provider-agnostic approach for topic extraction and knowledge retrieval
 */
export declare function findRelevantKnowledgeForAI(query: string, stage: string): Promise<string>;
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