""" Base platform adapter interface. All platform adapters (Telegram, Discord, WhatsApp) inherit from this and implement the required methods. """ import asyncio import logging import os import re import uuid from abc import ABC, abstractmethod logger = logging.getLogger(__name__) from dataclasses import dataclass, field from datetime import datetime from pathlib import Path from typing import Dict, List, Optional, Any, Callable, Awaitable, Tuple from enum import Enum import sys from pathlib import Path as _Path sys.path.insert(0, str(_Path(__file__).resolve().parents[2])) from gateway.config import Platform, PlatformConfig from gateway.session import SessionSource # --------------------------------------------------------------------------- # Image cache utilities # # When users send images on messaging platforms, we download them to a local # cache directory so they can be analyzed by the vision tool (which accepts # local file paths). This avoids issues with ephemeral platform URLs # (e.g. Telegram file URLs expire after ~1 hour). # --------------------------------------------------------------------------- # Default location: ~/.hermes/image_cache/ IMAGE_CACHE_DIR = Path(os.path.expanduser("~/.hermes/image_cache")) def get_image_cache_dir() -> Path: """Return the image cache directory, creating it if it doesn't exist.""" IMAGE_CACHE_DIR.mkdir(parents=True, exist_ok=True) return IMAGE_CACHE_DIR def cache_image_from_bytes(data: bytes, ext: str = ".jpg") -> str: """ Save raw image bytes to the cache and return the absolute file path. Args: data: Raw image bytes. ext: File extension including the dot (e.g. ".jpg", ".png"). Returns: Absolute path to the cached image file as a string. """ cache_dir = get_image_cache_dir() filename = f"img_{uuid.uuid4().hex[:12]}{ext}" filepath = cache_dir / filename filepath.write_bytes(data) return str(filepath) async def cache_image_from_url(url: str, ext: str = ".jpg") -> str: """ Download an image from a URL and save it to the local cache. Uses httpx for async download with a reasonable timeout. Args: url: The HTTP/HTTPS URL to download from. ext: File extension including the dot (e.g. ".jpg", ".png"). Returns: Absolute path to the cached image file as a string. """ import httpx async with httpx.AsyncClient(timeout=30.0, follow_redirects=True) as client: response = await client.get( url, headers={ "User-Agent": "Mozilla/5.0 (compatible; HermesAgent/1.0)", "Accept": "image/*,*/*;q=0.8", }, ) response.raise_for_status() return cache_image_from_bytes(response.content, ext) def cleanup_image_cache(max_age_hours: int = 24) -> int: """ Delete cached images older than *max_age_hours*. Returns the number of files removed. """ import time cache_dir = get_image_cache_dir() cutoff = time.time() - (max_age_hours * 3600) removed = 0 for f in cache_dir.iterdir(): if f.is_file() and f.stat().st_mtime < cutoff: try: f.unlink() removed += 1 except OSError: pass return removed # --------------------------------------------------------------------------- # Audio cache utilities # # Same pattern as image cache -- voice messages from platforms are downloaded # here so the STT tool (OpenAI Whisper) can transcribe them from local files. # --------------------------------------------------------------------------- AUDIO_CACHE_DIR = Path(os.path.expanduser("~/.hermes/audio_cache")) def get_audio_cache_dir() -> Path: """Return the audio cache directory, creating it if it doesn't exist.""" AUDIO_CACHE_DIR.mkdir(parents=True, exist_ok=True) return AUDIO_CACHE_DIR def cache_audio_from_bytes(data: bytes, ext: str = ".ogg") -> str: """ Save raw audio bytes to the cache and return the absolute file path. Args: data: Raw audio bytes. ext: File extension including the dot (e.g. ".ogg", ".mp3"). Returns: Absolute path to the cached audio file as a string. """ cache_dir = get_audio_cache_dir() filename = f"audio_{uuid.uuid4().hex[:12]}{ext}" filepath = cache_dir / filename filepath.write_bytes(data) return str(filepath) async def cache_audio_from_url(url: str, ext: str = ".ogg") -> str: """ Download an audio file from a URL and save it to the local cache. Args: url: The HTTP/HTTPS URL to download from. ext: File extension including the dot (e.g. ".ogg", ".mp3"). Returns: Absolute path to the cached audio file as a string. """ import httpx async with httpx.AsyncClient(timeout=30.0, follow_redirects=True) as client: response = await client.get( url, headers={ "User-Agent": "Mozilla/5.0 (compatible; HermesAgent/1.0)", "Accept": "audio/*,*/*;q=0.8", }, ) response.raise_for_status() return cache_audio_from_bytes(response.content, ext) # --------------------------------------------------------------------------- # Document cache utilities # # Same pattern as image/audio cache -- documents from platforms are downloaded # here so the agent can reference them by local file path. # --------------------------------------------------------------------------- DOCUMENT_CACHE_DIR = Path(os.path.expanduser("~/.hermes/document_cache")) SUPPORTED_DOCUMENT_TYPES = { ".pdf": "application/pdf", ".md": "text/markdown", ".txt": "text/plain", ".docx": "application/vnd.openxmlformats-officedocument.wordprocessingml.document", ".xlsx": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", ".pptx": "application/vnd.openxmlformats-officedocument.presentationml.presentation", } def get_document_cache_dir() -> Path: """Return the document cache directory, creating it if it doesn't exist.""" DOCUMENT_CACHE_DIR.mkdir(parents=True, exist_ok=True) return DOCUMENT_CACHE_DIR def cache_document_from_bytes(data: bytes, filename: str) -> str: """ Save raw document bytes to the cache and return the absolute file path. The cached filename preserves the original human-readable name with a unique prefix: ``doc_{uuid12}_{original_filename}``. Args: data: Raw document bytes. filename: Original filename (e.g. "report.pdf"). Returns: Absolute path to the cached document file as a string. Raises: ValueError: If the sanitized path escapes the cache directory. """ cache_dir = get_document_cache_dir() # Sanitize: strip directory components, null bytes, and control characters safe_name = Path(filename).name if filename else "document" safe_name = safe_name.replace("\x00", "").strip() if not safe_name or safe_name in (".", ".."): safe_name = "document" cached_name = f"doc_{uuid.uuid4().hex[:12]}_{safe_name}" filepath = cache_dir / cached_name # Final safety check: ensure path stays inside cache dir if not filepath.resolve().is_relative_to(cache_dir.resolve()): raise ValueError(f"Path traversal rejected: {filename!r}") filepath.write_bytes(data) return str(filepath) def cleanup_document_cache(max_age_hours: int = 24) -> int: """ Delete cached documents older than *max_age_hours*. Returns the number of files removed. """ import time cache_dir = get_document_cache_dir() cutoff = time.time() - (max_age_hours * 3600) removed = 0 for f in cache_dir.iterdir(): if f.is_file() and f.stat().st_mtime < cutoff: try: f.unlink() removed += 1 except OSError: pass return removed class MessageType(Enum): """Types of incoming messages.""" TEXT = "text" LOCATION = "location" PHOTO = "photo" VIDEO = "video" AUDIO = "audio" VOICE = "voice" DOCUMENT = "document" STICKER = "sticker" COMMAND = "command" # /command style @dataclass class MessageEvent: """ Incoming message from a platform. Normalized representation that all adapters produce. """ # Message content text: str message_type: MessageType = MessageType.TEXT # Source information source: SessionSource = None # Original platform data raw_message: Any = None message_id: Optional[str] = None # Media attachments media_urls: List[str] = field(default_factory=list) media_types: List[str] = field(default_factory=list) # Reply context reply_to_message_id: Optional[str] = None # Timestamps timestamp: datetime = field(default_factory=datetime.now) def is_command(self) -> bool: """Check if this is a command message (e.g., /new, /reset).""" return self.text.startswith("/") def get_command(self) -> Optional[str]: """Extract command name if this is a command message.""" if not self.is_command(): return None # Split on space and get first word, strip the / parts = self.text.split(maxsplit=1) return parts[0][1:].lower() if parts else None def get_command_args(self) -> str: """Get the arguments after a command.""" if not self.is_command(): return self.text parts = self.text.split(maxsplit=1) return parts[1] if len(parts) > 1 else "" @dataclass class SendResult: """Result of sending a message.""" success: bool message_id: Optional[str] = None error: Optional[str] = None raw_response: Any = None # Type for message handlers MessageHandler = Callable[[MessageEvent], Awaitable[Optional[str]]] class BasePlatformAdapter(ABC): """ Base class for platform adapters. Subclasses implement platform-specific logic for: - Connecting and authenticating - Receiving messages - Sending messages/responses - Handling media """ def __init__(self, config: PlatformConfig, platform: Platform): self.config = config self.platform = platform self._message_handler: Optional[MessageHandler] = None self._running = False # Track active message handlers per session for interrupt support # Key: session_key (e.g., chat_id), Value: (event, asyncio.Event for interrupt) self._active_sessions: Dict[str, asyncio.Event] = {} self._pending_messages: Dict[str, MessageEvent] = {} @property def name(self) -> str: """Human-readable name for this adapter.""" return self.platform.value.title() @property def is_connected(self) -> bool: """Check if adapter is currently connected.""" return self._running def set_message_handler(self, handler: MessageHandler) -> None: """ Set the handler for incoming messages. The handler receives a MessageEvent and should return an optional response string. """ self._message_handler = handler @abstractmethod async def connect(self) -> bool: """ Connect to the platform and start receiving messages. Returns True if connection was successful. """ pass @abstractmethod async def disconnect(self) -> None: """Disconnect from the platform.""" pass @abstractmethod async def send( self, chat_id: str, content: str, reply_to: Optional[str] = None, metadata: Optional[Dict[str, Any]] = None ) -> SendResult: """ Send a message to a chat. Args: chat_id: The chat/channel ID to send to content: Message content (may be markdown) reply_to: Optional message ID to reply to metadata: Additional platform-specific options Returns: SendResult with success status and message ID """ pass async def edit_message( self, chat_id: str, message_id: str, content: str, ) -> SendResult: """ Edit a previously sent message. Optional — platforms that don't support editing return success=False and callers fall back to sending a new message. """ return SendResult(success=False, error="Not supported") async def send_typing(self, chat_id: str, metadata=None) -> None: """ Send a typing indicator. Override in subclasses if the platform supports it. metadata: optional dict with platform-specific context (e.g. thread_id for Slack). """ pass async def send_image( self, chat_id: str, image_url: str, caption: Optional[str] = None, reply_to: Optional[str] = None, ) -> SendResult: """ Send an image natively via the platform API. Override in subclasses to send images as proper attachments instead of plain-text URLs. Default falls back to sending the URL as a text message. """ # Fallback: send URL as text (subclasses override for native images) text = f"{caption}\n{image_url}" if caption else image_url return await self.send(chat_id=chat_id, content=text, reply_to=reply_to) async def send_animation( self, chat_id: str, animation_url: str, caption: Optional[str] = None, reply_to: Optional[str] = None, ) -> SendResult: """ Send an animated GIF natively via the platform API. Override in subclasses to send GIFs as proper animations (e.g., Telegram send_animation) so they auto-play inline. Default falls back to send_image. """ return await self.send_image(chat_id=chat_id, image_url=animation_url, caption=caption, reply_to=reply_to) @staticmethod def _is_animation_url(url: str) -> bool: """Check if a URL points to an animated GIF (vs a static image).""" lower = url.lower().split('?')[0] # Strip query params return lower.endswith('.gif') @staticmethod def extract_images(content: str) -> Tuple[List[Tuple[str, str]], str]: """ Extract image URLs from markdown and HTML image tags in a response. Finds patterns like: - ![alt text](https://example.com/image.png) - - Args: content: The response text to scan. Returns: Tuple of (list of (url, alt_text) pairs, cleaned content with image tags removed). """ images = [] cleaned = content # Match markdown images: ![alt](url) md_pattern = r'!\[([^\]]*)\]\((https?://[^\s\)]+)\)' for match in re.finditer(md_pattern, content): alt_text = match.group(1) url = match.group(2) # Only extract URLs that look like actual images if any(url.lower().endswith(ext) or ext in url.lower() for ext in ['.png', '.jpg', '.jpeg', '.gif', '.webp', 'fal.media', 'fal-cdn', 'replicate.delivery']): images.append((url, alt_text)) # Match HTML img tags: or or html_pattern = r']+)["\']?\s*/?>\s*(?:)?' for match in re.finditer(html_pattern, content): url = match.group(1) images.append((url, "")) # Remove only the matched image tags from content (not all markdown images) if images: extracted_urls = {url for url, _ in images} def _remove_if_extracted(match): url = match.group(2) if match.lastindex >= 2 else match.group(1) return '' if url in extracted_urls else match.group(0) cleaned = re.sub(md_pattern, _remove_if_extracted, cleaned) cleaned = re.sub(html_pattern, _remove_if_extracted, cleaned) # Clean up leftover blank lines cleaned = re.sub(r'\n{3,}', '\n\n', cleaned).strip() return images, cleaned async def send_voice( self, chat_id: str, audio_path: str, caption: Optional[str] = None, reply_to: Optional[str] = None, ) -> SendResult: """ Send an audio file as a native voice message via the platform API. Override in subclasses to send audio as voice bubbles (Telegram) or file attachments (Discord). Default falls back to sending the file path as text. """ text = f"🔊 Audio: {audio_path}" if caption: text = f"{caption}\n{text}" return await self.send(chat_id=chat_id, content=text, reply_to=reply_to) async def send_video( self, chat_id: str, video_path: str, caption: Optional[str] = None, reply_to: Optional[str] = None, ) -> SendResult: """ Send a video natively via the platform API. Override in subclasses to send videos as inline playable media. Default falls back to sending the file path as text. """ text = f"🎬 Video: {video_path}" if caption: text = f"{caption}\n{text}" return await self.send(chat_id=chat_id, content=text, reply_to=reply_to) async def send_document( self, chat_id: str, file_path: str, caption: Optional[str] = None, file_name: Optional[str] = None, reply_to: Optional[str] = None, ) -> SendResult: """ Send a document/file natively via the platform API. Override in subclasses to send files as downloadable attachments. Default falls back to sending the file path as text. """ text = f"📎 File: {file_path}" if caption: text = f"{caption}\n{text}" return await self.send(chat_id=chat_id, content=text, reply_to=reply_to) async def send_image_file( self, chat_id: str, image_path: str, caption: Optional[str] = None, reply_to: Optional[str] = None, ) -> SendResult: """ Send a local image file natively via the platform API. Unlike send_image() which takes a URL, this takes a local file path. Override in subclasses for native photo attachments. Default falls back to sending the file path as text. """ text = f"🖼️ Image: {image_path}" if caption: text = f"{caption}\n{text}" return await self.send(chat_id=chat_id, content=text, reply_to=reply_to) @staticmethod def extract_media(content: str) -> Tuple[List[Tuple[str, bool]], str]: """ Extract MEDIA: tags and [[audio_as_voice]] directives from response text. The TTS tool returns responses like: [[audio_as_voice]] MEDIA:/path/to/audio.ogg Args: content: The response text to scan. Returns: Tuple of (list of (path, is_voice) pairs, cleaned content with tags removed). """ media = [] cleaned = content # Check for [[audio_as_voice]] directive has_voice_tag = "[[audio_as_voice]]" in content cleaned = cleaned.replace("[[audio_as_voice]]", "") # Extract MEDIA: tags (path may contain spaces) media_pattern = r'MEDIA:(\S+)' for match in re.finditer(media_pattern, content): path = match.group(1).strip() if path: media.append((path, has_voice_tag)) # Remove MEDIA tags from content if media: cleaned = re.sub(media_pattern, '', cleaned) cleaned = re.sub(r'\n{3,}', '\n\n', cleaned).strip() return media, cleaned async def _keep_typing(self, chat_id: str, interval: float = 2.0, metadata=None) -> None: """ Continuously send typing indicator until cancelled. Telegram/Discord typing status expires after ~5 seconds, so we refresh every 2 to recover quickly after progress messages interrupt it. """ try: while True: await self.send_typing(chat_id, metadata=metadata) await asyncio.sleep(interval) except asyncio.CancelledError: pass # Normal cancellation when handler completes async def handle_message(self, event: MessageEvent) -> None: """ Process an incoming message. This method returns quickly by spawning background tasks. This allows new messages to be processed even while an agent is running, enabling interruption support. """ if not self._message_handler: return session_key = event.source.chat_id # Check if there's already an active handler for this session if session_key in self._active_sessions: # Store this as a pending message - it will interrupt the running agent print(f"[{self.name}] ⚡ New message while session {session_key} is active - triggering interrupt") self._pending_messages[session_key] = event # Signal the interrupt (the processing task checks this) self._active_sessions[session_key].set() return # Don't process now - will be handled after current task finishes # Spawn background task to process this message asyncio.create_task(self._process_message_background(event, session_key)) @staticmethod def _get_human_delay() -> float: """ Return a random delay in seconds for human-like response pacing. Reads from env vars: HERMES_HUMAN_DELAY_MODE: "off" (default) | "natural" | "custom" HERMES_HUMAN_DELAY_MIN_MS: minimum delay in ms (default 800, custom mode) HERMES_HUMAN_DELAY_MAX_MS: maximum delay in ms (default 2500, custom mode) """ import random mode = os.getenv("HERMES_HUMAN_DELAY_MODE", "off").lower() if mode == "off": return 0.0 min_ms = int(os.getenv("HERMES_HUMAN_DELAY_MIN_MS", "800")) max_ms = int(os.getenv("HERMES_HUMAN_DELAY_MAX_MS", "2500")) if mode == "natural": min_ms, max_ms = 800, 2500 return random.uniform(min_ms / 1000.0, max_ms / 1000.0) async def _process_message_background(self, event: MessageEvent, session_key: str) -> None: """Background task that actually processes the message.""" # Create interrupt event for this session interrupt_event = asyncio.Event() self._active_sessions[session_key] = interrupt_event # Start continuous typing indicator (refreshes every 2 seconds) _thread_metadata = {"thread_id": event.source.thread_id} if event.source.thread_id else None typing_task = asyncio.create_task(self._keep_typing(event.source.chat_id, metadata=_thread_metadata)) try: # Call the handler (this can take a while with tool calls) response = await self._message_handler(event) # Send response if any if not response: logger.warning("[%s] Handler returned empty/None response for %s", self.name, event.source.chat_id) if response: # Extract MEDIA: tags (from TTS tool) before other processing media_files, response = self.extract_media(response) # Extract image URLs and send them as native platform attachments images, text_content = self.extract_images(response) if images: logger.info("[%s] extract_images found %d image(s) in response (%d chars)", self.name, len(images), len(response)) # Send the text portion first (if any remains after extractions) if text_content: logger.info("[%s] Sending response (%d chars) to %s", self.name, len(text_content), event.source.chat_id) result = await self.send( chat_id=event.source.chat_id, content=text_content, reply_to=event.message_id, metadata=_thread_metadata, ) # Log send failures (don't raise - user already saw tool progress) if not result.success: print(f"[{self.name}] Failed to send response: {result.error}") # Try sending without markdown as fallback fallback_result = await self.send( chat_id=event.source.chat_id, content=f"(Response formatting failed, plain text:)\n\n{text_content[:3500]}", reply_to=event.message_id, metadata=_thread_metadata, ) if not fallback_result.success: print(f"[{self.name}] Fallback send also failed: {fallback_result.error}") # Human-like pacing delay between text and media human_delay = self._get_human_delay() # Send extracted images as native attachments if images: logger.info("[%s] Extracted %d image(s) to send as attachments", self.name, len(images)) for image_url, alt_text in images: if human_delay > 0: await asyncio.sleep(human_delay) try: logger.info("[%s] Sending image: %s (alt=%s)", self.name, image_url[:80], alt_text[:30] if alt_text else "") # Route animated GIFs through send_animation for proper playback if self._is_animation_url(image_url): img_result = await self.send_animation( chat_id=event.source.chat_id, animation_url=image_url, caption=alt_text if alt_text else None, metadata=_thread_metadata, ) else: img_result = await self.send_image( chat_id=event.source.chat_id, image_url=image_url, caption=alt_text if alt_text else None, metadata=_thread_metadata, ) if not img_result.success: logger.error("[%s] Failed to send image: %s", self.name, img_result.error) except Exception as img_err: logger.error("[%s] Error sending image: %s", self.name, img_err, exc_info=True) # Send extracted media files — route by file type _AUDIO_EXTS = {'.ogg', '.opus', '.mp3', '.wav', '.m4a'} _VIDEO_EXTS = {'.mp4', '.mov', '.avi', '.mkv', '.3gp'} _IMAGE_EXTS = {'.jpg', '.jpeg', '.png', '.webp', '.gif'} for media_path, is_voice in media_files: if human_delay > 0: await asyncio.sleep(human_delay) try: ext = Path(media_path).suffix.lower() if ext in _AUDIO_EXTS: media_result = await self.send_voice( chat_id=event.source.chat_id, audio_path=media_path, metadata=_thread_metadata, ) elif ext in _VIDEO_EXTS: media_result = await self.send_video( chat_id=event.source.chat_id, video_path=media_path, metadata=_thread_metadata, ) elif ext in _IMAGE_EXTS: media_result = await self.send_image_file( chat_id=event.source.chat_id, image_path=media_path, metadata=_thread_metadata, ) else: media_result = await self.send_document( chat_id=event.source.chat_id, file_path=media_path, metadata=_thread_metadata, ) if not media_result.success: print(f"[{self.name}] Failed to send media ({ext}): {media_result.error}") except Exception as media_err: print(f"[{self.name}] Error sending media: {media_err}") # Check if there's a pending message that was queued during our processing if session_key in self._pending_messages: pending_event = self._pending_messages.pop(session_key) print(f"[{self.name}] 📨 Processing queued message from interrupt") # Clean up current session before processing pending if session_key in self._active_sessions: del self._active_sessions[session_key] typing_task.cancel() try: await typing_task except asyncio.CancelledError: pass # Process pending message in new background task await self._process_message_background(pending_event, session_key) return # Already cleaned up except Exception as e: print(f"[{self.name}] Error handling message: {e}") import traceback traceback.print_exc() finally: # Stop typing indicator typing_task.cancel() try: await typing_task except asyncio.CancelledError: pass # Clean up session tracking if session_key in self._active_sessions: del self._active_sessions[session_key] def has_pending_interrupt(self, session_key: str) -> bool: """Check if there's a pending interrupt for a session.""" return session_key in self._active_sessions and self._active_sessions[session_key].is_set() def get_pending_message(self, session_key: str) -> Optional[MessageEvent]: """Get and clear any pending message for a session.""" return self._pending_messages.pop(session_key, None) def build_source( self, chat_id: str, chat_name: Optional[str] = None, chat_type: str = "dm", user_id: Optional[str] = None, user_name: Optional[str] = None, thread_id: Optional[str] = None, chat_topic: Optional[str] = None, user_id_alt: Optional[str] = None, chat_id_alt: Optional[str] = None, ) -> SessionSource: """Helper to build a SessionSource for this platform.""" # Normalize empty topic to None if chat_topic is not None and not chat_topic.strip(): chat_topic = None return SessionSource( platform=self.platform, chat_id=str(chat_id), chat_name=chat_name, chat_type=chat_type, user_id=str(user_id) if user_id else None, user_name=user_name, thread_id=str(thread_id) if thread_id else None, chat_topic=chat_topic.strip() if chat_topic else None, user_id_alt=user_id_alt, chat_id_alt=chat_id_alt, ) @abstractmethod async def get_chat_info(self, chat_id: str) -> Dict[str, Any]: """ Get information about a chat/channel. Returns dict with at least: - name: Chat name - type: "dm", "group", "channel" """ pass def format_message(self, content: str) -> str: """ Format a message for this platform. Override in subclasses to handle platform-specific formatting (e.g., Telegram MarkdownV2, Discord markdown). Default implementation returns content as-is. """ return content def truncate_message(self, content: str, max_length: int = 4096) -> List[str]: """ Split a long message into chunks, preserving code block boundaries. When a split falls inside a triple-backtick code block, the fence is closed at the end of the current chunk and reopened (with the original language tag) at the start of the next chunk. Multi-chunk responses receive indicators like ``(1/3)``. Args: content: The full message content max_length: Maximum length per chunk (platform-specific) Returns: List of message chunks """ if len(content) <= max_length: return [content] INDICATOR_RESERVE = 10 # room for " (XX/XX)" FENCE_CLOSE = "\n```" chunks: List[str] = [] remaining = content # When the previous chunk ended mid-code-block, this holds the # language tag (possibly "") so we can reopen the fence. carry_lang: Optional[str] = None while remaining: # If we're continuing a code block from the previous chunk, # prepend a new opening fence with the same language tag. prefix = f"```{carry_lang}\n" if carry_lang is not None else "" # How much body text we can fit after accounting for the prefix, # a potential closing fence, and the chunk indicator. headroom = max_length - INDICATOR_RESERVE - len(prefix) - len(FENCE_CLOSE) if headroom < 1: headroom = max_length // 2 # Everything remaining fits in one final chunk if len(prefix) + len(remaining) <= max_length - INDICATOR_RESERVE: chunks.append(prefix + remaining) break # Find a natural split point (prefer newlines, then spaces) region = remaining[:headroom] split_at = region.rfind("\n") if split_at < headroom // 2: split_at = region.rfind(" ") if split_at < 1: split_at = headroom chunk_body = remaining[:split_at] remaining = remaining[split_at:].lstrip() full_chunk = prefix + chunk_body # Walk only the chunk_body (not the prefix we prepended) to # determine whether we end inside an open code block. in_code = carry_lang is not None lang = carry_lang or "" for line in chunk_body.split("\n"): stripped = line.strip() if stripped.startswith("```"): if in_code: in_code = False lang = "" else: in_code = True tag = stripped[3:].strip() lang = tag.split()[0] if tag else "" if in_code: # Close the orphaned fence so the chunk is valid on its own full_chunk += FENCE_CLOSE carry_lang = lang else: carry_lang = None chunks.append(full_chunk) # Append chunk indicators when the response spans multiple messages if len(chunks) > 1: total = len(chunks) chunks = [ f"{chunk} ({i + 1}/{total})" for i, chunk in enumerate(chunks) ] return chunks