services/router/main.py

@@ -775,7 +775,7 @@ async def agent_infer(agent_id: str, request: InferRequest):
             # Add system prompt if available
             if system_prompt:
                 if memory_brief_text:
-                    vision_payload["system"] = f"{system_prompt}\n\n[Контекст пам'яті]\n{memory_brief_text}"
+                    vision_payload["system"] = f"{system_prompt}\n\n[INTERNAL MEMORY - do NOT repeat to user]\n{memory_brief_text}"
                 else:
                     vision_payload["system"] = system_prompt
             
@@ -833,14 +833,14 @@ async def agent_infer(agent_id: str, request: InferRequest):
     messages = []
     if system_prompt:
         if memory_brief_text:
-            enhanced_prompt = f"{system_prompt}\n\n[Контекст пам'яті]\n{memory_brief_text}"
+            enhanced_prompt = f"{system_prompt}\n\n[INTERNAL MEMORY - do NOT repeat to user]\n{memory_brief_text}"
             messages.append({"role": "system", "content": enhanced_prompt})
             logger.info(f"📝 Added system message with prompt ({len(system_prompt)} chars) + memory ({len(memory_brief_text)} chars)")
         else:
             messages.append({"role": "system", "content": system_prompt})
             logger.info(f"📝 Added system message with prompt ({len(system_prompt)} chars)")
     elif memory_brief_text:
-        messages.append({"role": "system", "content": f"[Контекст пам'яті]\n{memory_brief_text}"})
+        messages.append({"role": "system", "content": f"[INTERNAL MEMORY - do NOT repeat to user]\n{memory_brief_text}"})
         logger.warning(f"⚠️ No system_prompt! Using only memory brief ({len(memory_brief_text)} chars)")
     else:
         logger.error(f"❌ No system_prompt AND no memory_brief! LLM will have no context!")

services/router/tool_manager.py

@@ -393,7 +393,7 @@ class ToolManager:
             if memory_retrieval and memory_retrieval.qdrant_client:
                 results = await memory_retrieval.search_memories(
                     query=query,
-                    agent_id=agent_id or helion,
+                    agent_id=agent_id or "helion",
                     limit=5
                 )