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v2.1.1 - AI Instructions & Enhanced Descriptions

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@kshidenko kshidenko released this 05 Jan 12:37
· 12 commits to main since this release
v2.1.1
3db58f0

✨ What's New in 2.1.1

Server Instructions for AI Models

MCP server now provides comprehensive context to AI on initialization:

Key Principles:

  • All content must be in English for optimal embeddings
  • Use processDocument for documentation/examples
  • Use createEntities + createRelations for structured knowledge
  • Use hybridSearch for finding information

Workflows Included:

  • Store knowledge: processDocument + entities + relations
  • Search: hybridSearch or searchNodes
  • Explore: readGraph or stats

Pre-defined Prompts (3 workflows)

  • store-knowledge: Guided workflow with best practices
  • search-knowledge: Optimized hybrid search
  • explore-graph: Complete knowledge overview

Enhanced Tool Descriptions

All 21 tools improved with:

  • Clear, action-oriented descriptions
  • Examples for every parameter
  • English requirement specified
  • Return values explained
  • Use case guidance

Language Requirements

English content requirement now emphasized:

  • Server instructions (KEY PRINCIPLE #1)
  • README warnings (2 locations)
  • Every search tool description
  • All entity/document tool descriptions

🎯 Benefits

AI Models:

  • Better tool understanding → faster selection
  • Clear examples → correct usage
  • English guidance → better search results

Users:

  • Pre-defined prompts for common tasks
  • Clear language requirements
  • Better documentation

📦 Install

npx rag-memory-pg-mcp@latest

One-click: https://github.com/kshidenko/rag-memory-pg-mcp#-quick-install

Full changelog: CHANGELOG.md

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