zilliz-mcp-server/dist/memory-layer.js

Universal memory layer MCP server for Zilliz Cloud - enables continuous conversations across all LLMs and agents

import { z } from 'zod';
// Memory Types
export var MemoryType;
(function (MemoryType) {
    MemoryType["SHORT_TERM"] = "short_term";
    MemoryType["LONG_TERM"] = "long_term";
    MemoryType["PROCEDURAL"] = "procedural";
    MemoryType["EPISODIC"] = "episodic";
    MemoryType["SEMANTIC"] = "semantic";
    MemoryType["SHARED"] = "shared"; // Memory shared between agents/LLMs
})(MemoryType || (MemoryType = {}));
// Validation Schemas
export const ConversationSchema = z.object({
    id: z.string(),
    userId: z.string(),
    sessionId: z.string(),
    participants: z.array(z.string()),
    messages: z.array(z.object({
        id: z.string(),
        role: z.enum(['user', 'assistant', 'agent', 'system']),
        content: z.string(),
        timestamp: z.date(),
        importance: z.number().min(0).max(1)
    })),
    context: z.object({
        userId: z.string(),
        tags: z.array(z.string()),
        summary: z.string()
    })
});
export const MemorySearchSchema = z.object({
    query: z.string().min(1),
    type: z.nativeEnum(MemoryType).optional(),
    limit: z.number().int().positive().max(100).default(10),
    minSimilarity: z.number().min(0).max(1).default(0.7),
    includeShared: z.boolean().default(true)
});
export const ContextStoreSchema = z.object({
    content: z.string().min(1),
    type: z.nativeEnum(MemoryType),
    importance: z.number().min(0).max(1).default(0.5),
    tags: z.array(z.string()).default([]),
    source: z.string().min(1),
    expiresAt: z.date().optional()
});
// Error Types
export class MemoryError extends Error {
    code;
    details;
    constructor(code, message, details) {
        super(message);
        this.code = code;
        this.details = details;
        this.name = 'MemoryError';
    }
}
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