Self-Hosting Features Overview
Mem0 Open Source ships with capabilities that adapt memory behavior for production workloads—async operations, graph relationships, multimodal inputs, and fine-tuned retrieval. Configure these features with code or YAML to match your application’s needs.Start with the Python quickstart to validate basic memory operations, then enable the features below when you need them.
Choose your path
Advanced Metadata Filtering
Query with logical operators and nested conditions.
Search with Reranking
Boost search relevance with specialized models.
Async Memory Operations
Non-blocking operations for high-throughput apps.
Multimodal Support
Process images, audio, and video memories.
Custom Instructions
Tailor how facts are extracted from text.
REST API
HTTP endpoints for language-agnostic integrations.
OpenAI Compatibility
Drop-in replacement for OpenAI chat endpoints.