Initial commit: LangMem fact-based AI memory system with docs and MCP integration

- Complete fact-based memory API with mem0-inspired approach - Individual fact extraction and deduplication - ADD/UPDATE/DELETE memory actions - Precision search with 0.86+ similarity scores - MCP server for Claude Code integration - Neo4j graph relationships and PostgreSQL vector storage - Comprehensive documentation with architecture and API docs - Matrix communication integration - Production-ready Docker setup with Ollama and Supabase 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
2025-07-17 13:16:19 +02:00
commit 46faa78237
43 changed files with 9086 additions and 0 deletions
--- a/send_matrix_message.py
+++ b/send_matrix_message.py
@@ -0,0 +1,110 @@
+#!/usr/bin/env python3
+"""
+Send message to Matrix room via direct API call
+"""
+
+import asyncio
+import json
+import sys
+from typing import Optional
+
+import httpx
+
+# Matrix configuration
+MATRIX_HOMESERVER = "https://matrix.klas.chat"
+MATRIX_ACCESS_TOKEN = "syt_a2xhcw_ZcjbRgfRFEdMHnutAVOa_1M7eD4"
+HOME_ASSISTANT_ROOM_ID = "!OQkQcCnlrGwGKJjXnt:matrix.klas.chat"  # Need to find this
+
+async def send_matrix_message(room_id: str, message: str, access_token: str = MATRIX_ACCESS_TOKEN) -> bool:
+    """Send a message to a Matrix room"""
+    try:
+        url = f"{MATRIX_HOMESERVER}/_matrix/client/v3/rooms/{room_id}/send/m.room.message"
+        
+        headers = {
+            "Authorization": f"Bearer {access_token}",
+            "Content-Type": "application/json"
+        }
+        
+        data = {
+            "msgtype": "m.text",
+            "body": message
+        }
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.post(url, headers=headers, json=data, timeout=30.0)
+            
+            if response.status_code == 200:
+                print(f"✅ Message sent successfully to room {room_id}")
+                return True
+            else:
+                print(f"❌ Failed to send message: {response.status_code}")
+                print(f"Response: {response.text}")
+                return False
+                
+    except Exception as e:
+        print(f"❌ Error sending message: {e}")
+        return False
+
+async def find_home_assistant_room():
+    """Find the Home Assistant room ID"""
+    try:
+        url = f"{MATRIX_HOMESERVER}/_matrix/client/v3/joined_rooms"
+        
+        headers = {
+            "Authorization": f"Bearer {MATRIX_ACCESS_TOKEN}"
+        }
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=headers, timeout=30.0)
+            
+            if response.status_code == 200:
+                data = response.json()
+                print("🔍 Searching for Home Assistant room...")
+                
+                for room_id in data.get("joined_rooms", []):
+                    # Get room name
+                    room_url = f"{MATRIX_HOMESERVER}/_matrix/client/v3/rooms/{room_id}/state/m.room.name"
+                    room_response = await client.get(room_url, headers=headers, timeout=30.0)
+                    
+                    if room_response.status_code == 200:
+                        room_data = room_response.json()
+                        room_name = room_data.get("name", "")
+                        print(f"   Found room: {room_name} ({room_id})")
+                        
+                        if "Home Assistant" in room_name:
+                            print(f"✅ Found Home Assistant room: {room_id}")
+                            return room_id
+                            
+                print("❌ Home Assistant room not found")
+                return None
+            else:
+                print(f"❌ Failed to get rooms: {response.status_code}")
+                return None
+                
+    except Exception as e:
+        print(f"❌ Error finding room: {e}")
+        return None
+
+async def main():
+    """Main function"""
+    message = "🤖 Test message from LangMem MCP Server implementation!"
+    
+    if len(sys.argv) > 1:
+        message = " ".join(sys.argv[1:])
+    
+    print(f"📤 Sending message: {message}")
+    
+    # Find Home Assistant room
+    room_id = await find_home_assistant_room()
+    
+    if room_id:
+        success = await send_matrix_message(room_id, message)
+        if success:
+            print("🎉 Message sent successfully!")
+        else:
+            print("❌ Failed to send message")
+    else:
+        print("❌ Could not find Home Assistant room")
+
+if __name__ == "__main__":
+    asyncio.run(main())