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Add MongoDB Integration for Memory Storage #19

Description

@eyenpi

Overview

Implement MongoDB adapter as an alternative storage backend for scalable and distributed memory storage.

Requirements

  • Create MongoDBStore implementing BaseStorage interface
  • Add features:
    • Async CRUD operations
    • Index optimization for message queries
    • TTL support for message expiration
    • Sharding support
    • Connection pooling
  • Support MongoDB Atlas integration

Technical Details

  • Collection schema design:
    • Messages
    • Embeddings
    • Metadata
    • Indexes for common queries
  • Environment configuration
  • Connection management
  • Error handling and retries

Acceptance Criteria

  • MongoDB adapter implementation
  • Connection pooling and error handling
  • Performance tests (read/write latency)
  • Unit and integration tests
  • Documentation with configuration examples

Activity

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