Method query

openmanus_rl/memory/file_memory.py:52–88

Query memory for relevant information. Searches both in-memory data and file cache. Args: query: Search query limit: Maximum number of results Returns: Formatted string of matching memories

(self, query: str, limit: int = 3)

            self.file_cache.pop(0)
    
    def query(self, query: str, limit: int = 3) -> str:
        """
        Query memory for relevant information.
        Searches both in-memory data and file cache.
        
        Args:
            query: Search query
            limit: Maximum number of results
            
        Returns:
            Formatted string of matching memories
        """
        results = []
        query_lower = query.lower()
        
        # Search in file cache first (more persistent memories)
        for line in reversed(self.file_cache):
            if query_lower in line.lower():
                results.append(line.strip())
                if len(results) >= limit:
                    break
        
        # If not enough results, search in-memory data
        if len(results) < limit and self._data:
            for env_data in reversed(self._data):
                for record in reversed(env_data):
                    # Search in all fields
                    for value in record.values():
                        if isinstance(value, str) and query_lower in value.lower():
                            results.append(str(record))
                            break
                    if len(results) >= limit:
                        break
                if len(results) >= limit:
                    break
        
        return "\n".join(results) if results else "No relevant memory found"
    
    def store_staged(self, staged_data: Dict[str, Any], episode: str = "", step: int = 0):
        """