FusionPact Retrieval Engine

Example Use Cases

• 1

  Highly relevant document retrieval combining semantic similarity, reasoning, and keyword matching.

• 2

  Persistent, multi-type memory management including episodic, semantic, procedural, and shared memories.

• 3

  Multi-agent orchestration with isolated memories and collaborative task delegation.

Description

FusionPact is a zero-dependency, local-first MCP server designed for AI agents and multi-agent systems. It uniquely integrates HNSW vector search, LLM-powered tree reasoning, and keyword search with reciprocal rank fusion to deliver highly relevant results. The platform also includes a purpose-built agent memory system, multi-agent orchestration, and supports multi-tenancy, enabling secure, efficient, and context-aware retrieval and memory management. It is free to use with local embedding providers like Ollama.