hybrid retrieval instructions

q1ngn1ng-web/kb-rag

Instructions file CodexOpenCode

AGENTS.md instructions for q1ngn1ng-web/kb-rag, covering individual-knowledge-base, 环境, 敏感信息加载, 关键命令 and 架构.

FusionpactTech/fusionpact-vectordb

Instructions file CodexOpenCode

AGENTS.md instructions for FusionpactTech/fusionpact-vectordb, covering agents.md — fusionpact integration guide for ai agents, identity, capabilities, 1. hybrid retrieval engine and 2. agent memory (4 types).

cablate/memory-lancedb-mcp

Instructions file

Claude Code instructions for cablate/memory-lancedb-mcp, covering claude.md, project principles, git workflow, development commands and architecture.

hyh0620/mcp-knowledge-service

Instructions file CodexOpenCode

AGENTS.md instructions for hyh0620/mcp-knowledge-service, a project described as: Reusable MCP-based knowledge retrieval service with ingestion, Hybrid Retrieval, citations, and collection-based isolation.