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| from __future__ import annotations | |
| import logging | |
| from llama_index import Prompt | |
| from typing import List, Tuple | |
| import mdtex2html | |
| from gradio_client import utils as client_utils | |
| from modules.presets import * | |
| from modules.llama_func import * | |
| from modules.config import render_latex | |
| def compact_text_chunks(self, prompt: Prompt, text_chunks: List[str]) -> List[str]: | |
| logging.debug("Compacting text chunks...🚀🚀🚀") | |
| combined_str = [c.strip() for c in text_chunks if c.strip()] | |
| combined_str = [f"[{index+1}] {c}" for index, c in enumerate(combined_str)] | |
| combined_str = "\n\n".join(combined_str) | |
| # resplit based on self.max_chunk_overlap | |
| text_splitter = self.get_text_splitter_given_prompt(prompt, 1, padding=1) | |
| return text_splitter.split_text(combined_str) | |
| def postprocess( | |
| self, | |
| y: List[List[str | Tuple[str] | Tuple[str, str] | None] | Tuple], | |
| ) -> List[List[str | Dict | None]]: | |
| """ | |
| Parameters: | |
| y: List of lists representing the message and response pairs. Each message and response should be a string, which may be in Markdown format. It can also be a tuple whose first element is a string filepath or URL to an image/video/audio, and second (optional) element is the alt text, in which case the media file is displayed. It can also be None, in which case that message is not displayed. | |
| Returns: | |
| List of lists representing the message and response. Each message and response will be a string of HTML, or a dictionary with media information. Or None if the message is not to be displayed. | |
| """ | |
| if y is None: | |
| return [] | |
| processed_messages = [] | |
| for message_pair in y: | |
| assert isinstance( | |
| message_pair, (tuple, list) | |
| ), f"Expected a list of lists or list of tuples. Received: {message_pair}" | |
| assert ( | |
| len(message_pair) == 2 | |
| ), f"Expected a list of lists of length 2 or list of tuples of length 2. Received: {message_pair}" | |
| processed_messages.append( | |
| [ | |
| self._postprocess_chat_messages(message_pair[0], "user"), | |
| self._postprocess_chat_messages(message_pair[1], "bot"), | |
| ] | |
| ) | |
| return processed_messages | |
| def postprocess_chat_messages( | |
| self, chat_message: str | Tuple | List | None, message_type: str | |
| ) -> str | Dict | None: | |
| if chat_message is None: | |
| return None | |
| elif isinstance(chat_message, (tuple, list)): | |
| filepath = chat_message[0] | |
| mime_type = client_utils.get_mimetype(filepath) | |
| filepath = self.make_temp_copy_if_needed(filepath) | |
| return { | |
| "name": filepath, | |
| "mime_type": mime_type, | |
| "alt_text": chat_message[1] if len(chat_message) > 1 else None, | |
| "data": None, # These last two fields are filled in by the frontend | |
| "is_file": True, | |
| } | |
| elif isinstance(chat_message, str): | |
| if message_type == "bot": | |
| if not detect_converted_mark(chat_message): | |
| chat_message = convert_mdtext(chat_message) | |
| elif message_type == "user": | |
| if not detect_converted_mark(chat_message): | |
| chat_message = convert_asis(chat_message) | |
| return chat_message | |
| else: | |
| raise ValueError(f"Invalid message for Chatbot component: {chat_message}") | |
| with open("./assets/custom.js", "r", encoding="utf-8") as f, \ | |
| open("./assets/external-scripts.js", "r", encoding="utf-8") as f1: | |
| customJS = f.read() | |
| externalScripts = f1.read() | |
| def reload_javascript(): | |
| print("Reloading javascript...") | |
| js = f'<script>{customJS}</script><script async>{externalScripts}</script>' | |
| if render_latex: | |
| js += """\ | |
| <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-MML-AM_CHTML"></script> | |
| <script type="text/x-mathjax-config">MathJax.Hub.Config({skipStartupTypeset: false, tex2jax: {inlineMath: [['$','$'], ['\\(','\\)']],displayMath: [['$$','$$'], ['\\[','\\]']]}});</script> | |
| """ | |
| def template_response(*args, **kwargs): | |
| res = GradioTemplateResponseOriginal(*args, **kwargs) | |
| res.body = res.body.replace(b'</html>', f'{js}</html>'.encode("utf8")) | |
| res.init_headers() | |
| return res | |
| gr.routes.templates.TemplateResponse = template_response | |
| GradioTemplateResponseOriginal = gr.routes.templates.TemplateResponse |