# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. ========= # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ========= Copyright 2026 @ Strukto.AI All Rights Reserved. ========= from typing import Any def extract_text(messages: list[Any]) -> list[str]: """Extract text content from LangGraph messages. Args: messages (list[Any]): LangGraph message objects. Returns: list[str]: Non-empty text strings. """ texts: list[str] = [] for msg in messages: if not hasattr(msg, "content"): continue content = msg.content if isinstance(content, str): if content.strip(): texts.append(content) elif isinstance(content, list): for block in content: if isinstance(block, dict) and block.get("type") == "text": text = block["text"].strip() if text: texts.append(text) return texts