From a5df5bbca31c1e1b56c60a651f1af7e58155059c Mon Sep 17 00:00:00 2001 From: Artyom Astafurov Date: Wed, 21 Aug 2024 16:19:10 -0400 Subject: [PATCH 1/6] improve chapters; initial support for images --- platogram/llm/__init__.py | 7 +- platogram/llm/anthropic.py | 123 +++++++++++++++++++++++++++--- platogram/ops.py | 151 +++++++++++++++++++++++++++++++++++-- platogram/types.py | 3 +- tests/test_llm.py | 7 -- tests/test_ops.py | 42 ++++++++++- 6 files changed, 308 insertions(+), 25 deletions(-) diff --git a/platogram/llm/__init__.py b/platogram/llm/__init__.py index 96da4de..fbc82a9 100644 --- a/platogram/llm/__init__.py +++ b/platogram/llm/__init__.py @@ -1,5 +1,6 @@ from typing import Protocol, Literal, Generator, Sequence from platogram.types import Content, User, Assistant +from pathlib import Path class LanguageModel(Protocol): @@ -10,8 +11,12 @@ def get_meta( ) -> tuple[str, str]: ... def get_chapters( - self, passages: list[str], max_tokens: int = 4096, temperature: float = 0.5, lang: str | None = None + self, passages: list[str], context: dict[int, str], chapter_size_words: int, temperature: float = 0.5, lang: str | None = None ) -> dict[int, str]: ... + + def expand_chapter_text(self, chapter_text: str, images: dict[int, Path]) -> str: ... + + def get_figures(self, chapter_text: str, images: list[Path]) -> dict[int, str]: ... def get_paragraphs( self, diff --git a/platogram/llm/anthropic.py b/platogram/llm/anthropic.py index 674a989..ab78142 100644 --- a/platogram/llm/anthropic.py +++ b/platogram/llm/anthropic.py @@ -1,7 +1,7 @@ import os import re from typing import Any, Generator, Literal, Sequence - +from pathlib import Path import anthropic from anthropic import AnthropicError from tenacity import ( @@ -40,6 +40,26 @@ def __init__(self, model: str, key: str | None = None) -> None: def count_tokens(self, text: str) -> int: return self.client.count_tokens(text) + + def load_images(self, images: dict[str, Path]) -> list[dict]: + loaded_images = [] + for image_text, image_path in images.items(): + with open(image_path, "rb") as image_file: + import base64 + image_base64 = base64.b64encode(image_file.read()).decode('utf-8') + loaded_images.append({ + "type": "image", + "source": { + "type": "base64", + "media_type": f"image/{image_path.suffix[1:]}", + "data": image_base64 + } + }) + loaded_images.append({ + "type": "text", + "text": image_text + }) + return loaded_images def prompt_model( self, @@ -68,11 +88,11 @@ def get_response(messages): temperature=temperature, extra_headers={"anthropic-beta": "prompt-caching-2024-07-31"}, messages=[ - {"role": m.role, "content": m.content} + {"role": m.role, "content": [{"type": "text", "text": m.content}] + self.load_images(m.images)} if not m.cache else { "role": m.role, - "content": [{"type": "text", "text": m.content, "cache_control": {"type": "ephemeral"}}], + "content": [{"type": "text", "text": m.content, "cache_control": {"type": "ephemeral"}}] + self.load_images(m.images), } for m in messages ], @@ -188,7 +208,8 @@ def get_meta( def get_chapters( self, passages: list[str], - max_tokens: int = 4096, + context: dict[int, str], + chapter_size_words: int, temperature: float = 0.5, lang: str | None = None, ) -> dict[int, str]: @@ -196,16 +217,17 @@ def get_chapters( lang = "en" system_prompt = { - "en": """ + "en": f""" You are a very capable editor, speaker, educator, and author who is really good at reading text that represents transcript of human speech and rewriting it into well-structured, information-dense written text. You will be given of text in a format "

text【0】text【1】... text 【2】

". Where each【number】is a and goes AFTER the text it references. Markers are zero-based and are in sequential order. +You will also be given chat contains prior . Follow these steps to transform the into a dictionary of chapters: -1. Read the carefully and come up with a list of that equally cover the . -2. Review and and for each chapter generate and first <marker> from the relevant passage and create a <chapter> object and add it to the list. -3. Call <chapter_tool> and pass the list of <chapter> objects. +1. Read <passages> and <context> carefully and come up with a list of <chapters> that cover at least two sequential passages (two or more) and each chapter has around {chapter_size_words} words. +2. For each chapter generate <title> and first <marker> from the first <passage> in the chapter. +3. For each chapter call <chapter_tool> and pass <title> and <marker>. </task> """.strip(), "es": """<role> @@ -262,12 +284,12 @@ def get_chapters( } text = "\n".join([f"<p>{passage}</p>" for passage in passages]) + context_str = "\n".join([f"<chapter><marker>{int(marker)}</marker><title>{title}" for marker, title in context.items()]) chapters = self.prompt_model( system=system_prompt[lang], - messages=[User(content=f"{text}")], + messages=[User(content=f"{text}{context_str}")], tools=[tool_definition], - max_tokens=max_tokens, temperature=temperature, ) @@ -462,3 +484,84 @@ def prompt( ) assert isinstance(response, str), f"Expected LLM to return str, got {response}" return response + + + def expand_chapter_text(self, chapter_text: str, images: dict[int, Path], temperature: float = 0.5) -> str: + system_prompt = """ +You are a very capable editor, speaker, educator, and author who is really good at researching sources and coming up with information dense responses to prompts backed by references from the context. + + +You will be given a that contains special markers in the format of "text【number】text【number】... text 【number】". All numbers are unique. +You will be given images, where each image label corresponds to a marker in the . +Study the images and expand by adding information retrieved from the images, such as text, code, bullets. +Make sure to keep all the original markers in the . + +""" + response = self.prompt_model( + system=system_prompt, + messages=[User(content=f"{chapter_text}", images={f"【{i}】": p for i, p in images.items()})], + temperature=temperature, + ) + + assert isinstance(response, str), f"Expected LLM to return str, got {response}" + return response + + + def get_figures(self, chapter_text: str, images: list[Path]) -> dict[int, str]: + system_prompt = """ +You are a very capable editor, speaker, educator, and author with expertise in analyzing text and images to create meaningful connections. + + +You will be given a that contains special markers in the format of "text【number】text【number】... text 【number】". All numbers are unique. +You will also be given a set of images. + +Your task is to: +1. Analyze the and the provided images. +2. Identify zero or more images that are highly relevant to the content of the . +3. For each relevant image, create a brief but informative caption that relates it to the nearby text. +4. Call the tool and pass all markers of relevant images and their captions. + +Only select images that are truly relevant and add value to the text. It's acceptable to use no images if none are sufficiently relevant. +Ensure that the marker numbers are correctly extracted from the text and passed as integers. + +""" + tool_definition = { + "name": "add_figure", + "description": "Adds a figure with its marker and caption", + "input_schema": { + "type": "object", + "properties": { + "entities": { + "type": "array", + "items": { + "type": "object", + "properties": { + "marker": {"type": "integer", "description": "The marker number for the figure"}, + "caption": {"type": "string", "description": "A brief, informative caption for the figure"} + }, + "required": ["marker", "caption"] + } + } + }, + "required": ["entities"] + } + } + + response = self.prompt_model( + system=system_prompt, + messages=[User(content=f"{chapter_text}", images={f"【{i}】": p for i, p in enumerate(images)})], + tools=[tool_definition], + temperature=0.5 + ) + + assert isinstance(response, dict), f"Expected LLM to return dict, got {response}" + assert isinstance(response["entities"], list), f"Expected LLM to return list of entities, got {response['entities']}" + + figures = {} + for figure in response["entities"]: + marker = figure["marker"] + caption = figure["caption"] + if isinstance(marker, int) and isinstance(caption, str): + figures[marker] = caption + + return figures \ No newline at end of file diff --git a/platogram/ops.py b/platogram/ops.py index 914d097..4b32f8d 100644 --- a/platogram/ops.py +++ b/platogram/ops.py @@ -2,9 +2,12 @@ from typing import Callable from tqdm import tqdm # type: ignore - +from typing import Generator from platogram.llm import LanguageModel from platogram.types import Content, SpeechEvent +from pathlib import Path +import random +import functools def remove_markers(text: str) -> str: @@ -206,24 +209,162 @@ def get_paragraphs( return paragraphs +def chunk_paragraphs( + paragraphs: list[str], + chunk_size: int, + token_count_fn: Callable[[str], int], +) -> list[list[str]]: + chunks = [[]] + current_chunk_size = 0 + for paragraph in paragraphs: + if current_chunk_size > chunk_size: + chunks.append([]) + current_chunk_size = 0 + current_chunk_size += token_count_fn(paragraph) + chunks[-1].append(paragraph) + + if not chunks[-1]: + chunks.pop() + + return chunks + + +def get_chapters( + paragraphs: list[str], + llm: LanguageModel, + temperature: float, + chapter_size_words: int, + chunk_size_tokens: int, + lang: str | None = None, +) -> dict[int, str]: + if not lang: + lang = "en" + + tail: list[str] = [] + chunks = chunk_paragraphs(paragraphs, chunk_size_tokens, llm.count_tokens) + chapters: dict[int, str] = {} + with tqdm(total=len(chunks), initial=0) as pbar: + pbar.update(0) + + while chunks: + chunk = chunks.pop(0) + chunk = tail + chunk + + base_marker = sorted( + [int(marker) for marker in re.findall(r"【(\d+)】", chunk[0])] + )[0] + + content = [re.sub( + r"【(\d+)】", + lambda match: f"【{int(match.group(1)) - base_marker}】", + paragraph, + ) for paragraph in chunk] + + last_marker = 0 + _chapters = llm.get_chapters( + content, context=chapters, chapter_size_words=chapter_size_words, temperature=temperature, lang=lang, + ).items() + for marker, title in _chapters: + chapters[marker + base_marker] = title + last_marker = marker + base_marker + + if chunks: + chapters.pop(last_marker) + tail = [paragraph for paragraph in chunk if sorted( + [int(marker) for marker in re.findall(r"【(\d+)】", paragraph)] + )[0] >= last_marker] + + pbar.update(1) + + return chapters + + +def get_chapter(chapters:dict[int, str], passage_marker: int) -> int | None: + chapter_markers = list(chapters.keys()) + for start, end in zip(chapter_markers[:-1], chapter_markers[1:]): + if start <= passage_marker < end: + return start + if passage_marker >= chapter_markers[-1]: + return chapter_markers[-1] + return None + + +def get_chapters_with_passages(chapters: dict[int, str], passages: list[str]) -> dict[int, tuple[str, list[str]]]: + def get_passage_marker(passage: str) -> int | None: + markers = [int(m) for m in re.findall(r"【(\d+)】", passage)] + return markers[0] if markers else None + + def update_chapter(acc: dict[int, tuple[str, list[str]]], passage: str) -> dict[int, tuple[str, list[str]]]: + marker = get_passage_marker(passage) + chapter_marker = get_chapter(chapters, marker) if marker is not None else None + + if chapter_marker is not None and chapter_marker not in acc: + acc[chapter_marker] = (chapters[chapter_marker], []) + + if chapter_marker is not None: + acc[chapter_marker][1].append(passage.strip()) + + return acc + + return functools.reduce(update_chapter, passages, {}) + + +def expand_and_add_figures(content: Content, llm: LanguageModel, image_samples_per_chapter: int = 16) -> Generator[tuple[str, dict[int, str]], None, None]: + """ + Expand the chapter text and add figures to the chapter text based on the images in the content. + + Args: + content (Content): The content to expand and add figures to. + llm (LanguageModel): The language model to use. + image_samples_per_chapter (int, optional): The number of images to sample per chapter. Defaults to 16. + + Returns: + Generator[tuple[str, dict[int, str]], None, None]: The expanded chapter text combined with markers and captions for the figures. + """ + + chapters = get_chapters_with_passages(content.chapters, content.passages) + + if not content.images: + for _, (_, passages) in chapters.items(): + yield "\n\n".join(passages), {} + return + + for _, (_, passages) in chapters.items(): + chapter_text = "\n\n".join(passages) + all_markers = list(set([int(m) for m in re.findall(r"【(\d+)】", chapter_text)])) + base_marker = sorted(all_markers)[0] + all_markers = [marker - base_marker for marker in all_markers] + sample_markers = sorted(random.sample(all_markers, min(image_samples_per_chapter, len(all_markers)))) + expanded_chapter_text = llm.expand_chapter_text(re.sub(r"【(\d+)】", lambda m: f"【{int(m.group(1)) - base_marker}】", chapter_text), {marker: Path(".platogram-cache/httpswww.youtube.comwatchvzduSFxRajkE/resized_images") / Path(content.images[marker + base_marker]).name for marker in sample_markers}) + + marker_lookup = {marker: index for index, marker in enumerate(all_markers)} + expanded_chapter_text_with_images = re.sub(r"【(\d+)】", lambda m: f"【{marker_lookup[int(m.group(1))]}】" if int(m.group(1)) in marker_lookup else "", expanded_chapter_text) + figures = llm.get_figures(expanded_chapter_text_with_images, [Path(".platogram-cache/httpswww.youtube.comwatchvzduSFxRajkE/resized_images") / Path(content.images[marker + base_marker]).name for marker in marker_lookup.keys()]) + + markers = list(marker_lookup.keys()) + + yield re.sub(r"【(\d+)】", lambda m: f"【{int(m.group(1)) + base_marker}】", expanded_chapter_text), {markers[index] + base_marker: title for index, title in figures.items()} + + def index( transcript: list[SpeechEvent], llm: LanguageModel, max_tokens: int = 4096, temperature: float = 0.5, - chunk_size: int = 2048, + chunk_size_tokens: int = 2048, + chapter_size_words: int = 1024, lang: str | None = None, ) -> Content: text = render({i: event.text for i, event in enumerate(transcript)}) - paragraphs = get_paragraphs(text, llm, max_tokens, temperature, chunk_size, lang=lang) + paragraphs = get_paragraphs(text, llm, max_tokens, temperature, chunk_size_tokens, lang=lang) try: - title, summary = llm.get_meta(paragraphs, lang=lang) + title, summary = llm.get_meta(paragraphs, max_tokens=max_tokens, temperature=temperature, lang=lang) except Exception: title, summary = "Missing Title", "Missing Summary" try: - chapters = llm.get_chapters(paragraphs, lang=lang) + chapters = get_chapters(paragraphs, llm, chapter_size_words=chapter_size_words, chunk_size_tokens=chunk_size_tokens, temperature=temperature, lang=lang) except Exception: chapters = {0: "All Content"} diff --git a/platogram/types.py b/platogram/types.py index acb230c..9cdc610 100644 --- a/platogram/types.py +++ b/platogram/types.py @@ -1,11 +1,12 @@ from typing import Literal - +from pathlib import Path from pydantic import BaseModel class User(BaseModel): role: Literal["user"] = "user" content: str + images: dict[str, Path] | None = None cache: bool = False class Assistant(BaseModel): diff --git a/tests/test_llm.py b/tests/test_llm.py index 9621b9c..244b7f3 100644 --- a/tests/test_llm.py +++ b/tests/test_llm.py @@ -10,13 +10,6 @@ def test_get_meta() -> None: assert meta -def test_get_chapters() -> None: - llm = platogram.llm.get_model("anthropic/claude-3-5-sonnet") - chapters = llm.get_chapters( - ["First Asset Sentence one and two【0】", "First Asset Sentence three【2】"] - ) - assert chapters - def test_prompt() -> None: llm = platogram.llm.get_model("anthropic/claude-3-5-sonnet") diff --git a/tests/test_ops.py b/tests/test_ops.py index 17fbdb4..a1fc205 100644 --- a/tests/test_ops.py +++ b/tests/test_ops.py @@ -1,6 +1,7 @@ import platogram import pytest -from platogram.ops import chunk_text, get_paragraphs, parse +import json +from platogram.ops import chunk_text, get_paragraphs, parse, get_chapters, expand_and_add_figures def test_get_paragraphs() -> None: @@ -19,6 +20,45 @@ def test_get_paragraphs_es() -> None: text, llm, max_tokens=2048, temperature=0.5, chunk_size=1024, lang="es" ) assert len(paragraphs) > 2 + + +def test_get_chapters() -> None: + llm = platogram.llm.get_model("anthropic/claude-3-5-sonnet") + chapters = get_chapters( + [ + "This is the first paragraph of the first chapter.【0】This is the second paragraph of the first chapter.【1】", + "This is the third paragraph of the first chapter.【2】", + "This is the first paragraph of the second chapter.【3】This is the second paragraph of the second chapter.【4】", + "This is the third paragraph of the second chapter.【5】", + "This is the first paragraph of the third chapter.【6】This is the second paragraph of the third chapter.【7】", + "This is the third paragraph of the third chapter.【8】", + "This is the first paragraph of the fourth chapter.【9】This is the second paragraph of the fourth chapter.【10】", + "This is the third paragraph of the fourth chapter.【11】", + "This is the first paragraph of the fifth chapter.【12】This is the second paragraph of the fifth chapter.【13】", + "This is the third paragraph of the fifth chapter.【14】", + "This is the first paragraph of the sixth chapter.【15】This is the second paragraph of the sixth chapter.【16】", + "This is the third paragraph of the sixth chapter.【17】", + "This is the first paragraph of the seventh chapter.【18】This is the second paragraph of the seventh chapter.【19】", + "This is the third paragraph of the seventh chapter.【20】", + "This is the first paragraph of the eighth chapter.【21】This is the second paragraph of the eighth chapter.【22】", + "This is the third paragraph of the eighth chapter.【23】", + ], + llm, + temperature=0.5, + chapter_size_words=48, + chunk_size_tokens=64, + ) + + assert list(chapters.keys()) == [0, 3, 6, 9, 12, 15, 18, 21], f"chapters: {chapters}" + + +def test_expand_and_add_figures() -> None: + llm = platogram.llm.get_model("anthropic/claude-3-5-sonnet") + with open(".platogram-cache/httpswww.youtube.comwatchvzduSFxRajkE.json", "r") as f: + content = platogram.Content(**json.load(f)) + + res = list(expand_and_add_figures(content, llm)) + assert len(res) == 8 def test_chunk_empty_input_string(): From cf531ae2e099da30c0a0b249ddc448a819e92dde Mon Sep 17 00:00:00 2001 From: Artyom Astafurov Date: Wed, 21 Aug 2024 22:28:36 +0000 Subject: [PATCH 2/6] checkpoint --- platogram/llm/anthropic.py | 29 +++++++++++++------- platogram/ops.py | 54 ++++++++++++++------------------------ 2 files changed, 40 insertions(+), 43 deletions(-) diff --git a/platogram/llm/anthropic.py b/platogram/llm/anthropic.py index ab78142..0d04658 100644 --- a/platogram/llm/anthropic.py +++ b/platogram/llm/anthropic.py @@ -491,19 +491,29 @@ def expand_chapter_text(self, chapter_text: str, images: dict[int, Path], temper You are a very capable editor, speaker, educator, and author who is really good at researching sources and coming up with information dense responses to prompts backed by references from the context.
-You will be given a that contains special markers in the format of "text【number】text【number】... text 【number】". All numbers are unique. -You will be given images, where each image label corresponds to a marker in the . -Study the images and expand by adding information retrieved from the images, such as text, code, bullets. -Make sure to keep all the original markers in the . +You will be given a that contains multiple paragraphs separated by two new lines. +Each paragraph contains special markers in the format of "text【number】text【number】... text 【number】". All numbers are unique. +You will be given images with labels. Each image label corresponds to a marker in the . +Study the images and expand by adding information retrieved from the images, such as text, code, lists. +Keep all the original markers in the . + +Format the expanded as Markdown. +Output in the following format: + +expanded as Markdown + + """ response = self.prompt_model( system=system_prompt, - messages=[User(content=f"{chapter_text}", images={f"【{i}】": p for i, p in images.items()})], + messages=[ + User(content=f"{chapter_text}", images={f"【{i}】": p for i, p in images.items()}), + Assistant(content=""),], temperature=temperature, ) - assert isinstance(response, str), f"Expected LLM to return str, got {response}" + response = response.replace("", "").strip() return response @@ -512,12 +522,13 @@ def get_figures(self, chapter_text: str, images: list[Path]) -> dict[int, str]: You are a very capable editor, speaker, educator, and author with expertise in analyzing text and images to create meaningful connections. -You will be given a that contains special markers in the format of "text【number】text【number】... text 【number】". All numbers are unique. -You will also be given a set of images. +You will be given a that contains multiple paragraphs separated by two new lines. +Each paragraph contains special markers in the format of "text【number】text【number】... text 【number】". All numbers are unique. +You will also be given a set of images with labels corresponding to markers in paragraphs. Your task is to: 1. Analyze the and the provided images. -2. Identify zero or more images that are highly relevant to the content of the . +2. Identify zero or more unique images that are highly relevant to the content of the . 3. For each relevant image, create a brief but informative caption that relates it to the nearby text. 4. Call the tool and pass all markers of relevant images and their captions. diff --git a/platogram/ops.py b/platogram/ops.py index 4b32f8d..0b7a3f5 100644 --- a/platogram/ops.py +++ b/platogram/ops.py @@ -289,7 +289,7 @@ def get_chapter(chapters:dict[int, str], passage_marker: int) -> int | None: return None -def get_chapters_with_passages(chapters: dict[int, str], passages: list[str]) -> dict[int, tuple[str, list[str]]]: +def assemble_chapters(chapters: dict[int, str], passages: list[str]) -> dict[int, tuple[str, list[str]]]: def get_passage_marker(passage: str) -> int | None: markers = [int(m) for m in re.findall(r"【(\d+)】", passage)] return markers[0] if markers else None @@ -309,41 +309,27 @@ def update_chapter(acc: dict[int, tuple[str, list[str]]], passage: str) -> dict[ return functools.reduce(update_chapter, passages, {}) -def expand_and_add_figures(content: Content, llm: LanguageModel, image_samples_per_chapter: int = 16) -> Generator[tuple[str, dict[int, str]], None, None]: - """ - Expand the chapter text and add figures to the chapter text based on the images in the content. - - Args: - content (Content): The content to expand and add figures to. - llm (LanguageModel): The language model to use. - image_samples_per_chapter (int, optional): The number of images to sample per chapter. Defaults to 16. +def expand_and_add_figures(passages: list[str], images: dict[int, Path], llm: LanguageModel, image_samples_per_chapter: int = 16) -> tuple[str, dict[int, str]]: + chapter_text = "\n\n".join(passages) - Returns: - Generator[tuple[str, dict[int, str]], None, None]: The expanded chapter text combined with markers and captions for the figures. - """ + if not images: + return chapter_text, {} - chapters = get_chapters_with_passages(content.chapters, content.passages) - - if not content.images: - for _, (_, passages) in chapters.items(): - yield "\n\n".join(passages), {} - return - - for _, (_, passages) in chapters.items(): - chapter_text = "\n\n".join(passages) - all_markers = list(set([int(m) for m in re.findall(r"【(\d+)】", chapter_text)])) - base_marker = sorted(all_markers)[0] - all_markers = [marker - base_marker for marker in all_markers] - sample_markers = sorted(random.sample(all_markers, min(image_samples_per_chapter, len(all_markers)))) - expanded_chapter_text = llm.expand_chapter_text(re.sub(r"【(\d+)】", lambda m: f"【{int(m.group(1)) - base_marker}】", chapter_text), {marker: Path(".platogram-cache/httpswww.youtube.comwatchvzduSFxRajkE/resized_images") / Path(content.images[marker + base_marker]).name for marker in sample_markers}) - - marker_lookup = {marker: index for index, marker in enumerate(all_markers)} - expanded_chapter_text_with_images = re.sub(r"【(\d+)】", lambda m: f"【{marker_lookup[int(m.group(1))]}】" if int(m.group(1)) in marker_lookup else "", expanded_chapter_text) - figures = llm.get_figures(expanded_chapter_text_with_images, [Path(".platogram-cache/httpswww.youtube.comwatchvzduSFxRajkE/resized_images") / Path(content.images[marker + base_marker]).name for marker in marker_lookup.keys()]) - - markers = list(marker_lookup.keys()) - - yield re.sub(r"【(\d+)】", lambda m: f"【{int(m.group(1)) + base_marker}】", expanded_chapter_text), {markers[index] + base_marker: title for index, title in figures.items()} + all_markers = [int(match.group(1)) for match in re.findall(r"【(\d+)】", chapter_text)] + image_markers = sorted(list(random.sample(all_markers, min(image_samples_per_chapter, len(all_markers))))) + expanded_chapter_text = llm.expand_chapter_text( + re.sub(r"【(\d+)】", lambda m: f"【{all_markers.index(int(m.group(1)))}】", chapter_text), + { + all_markers.index(marker): images[marker] + for marker in image_markers + } + ) + + figures = llm.get_figures( + re.sub(r"【(\d+)】", lambda m: f"【{image_markers.index(marker)}】" if (marker := all_markers[int(m.group(1))]) in image_markers else "", expanded_chapter_text), + [images[marker] for marker in image_markers]) + + return expanded_chapter_text, {image_markers[marker]: title for marker, title in figures.items()} def index( From 5bdb2afb0de32dcb51e3d73315f79d7d2a806ac9 Mon Sep 17 00:00:00 2001 From: Artyom Astafurov Date: Wed, 21 Aug 2024 21:36:16 -0400 Subject: [PATCH 3/6] checkpoint --- .vscode/settings.json | 3 +- platogram/ops.py | 183 ++++++++++++++++++++++++++----------- platogram/types.py | 5 +- samples/images/image_0.png | Bin 0 -> 224105 bytes samples/images/image_1.png | Bin 0 -> 227362 bytes samples/images/image_2.png | Bin 0 -> 179076 bytes samples/images/image_3.png | Bin 0 -> 179076 bytes samples/images/image_4.png | Bin 0 -> 179076 bytes samples/images/image_5.png | Bin 0 -> 179076 bytes 9 files changed, 138 insertions(+), 53 deletions(-) create mode 100644 samples/images/image_0.png create mode 100644 samples/images/image_1.png create mode 100644 samples/images/image_2.png create mode 100644 samples/images/image_3.png create mode 100644 samples/images/image_4.png create mode 100644 samples/images/image_5.png diff --git a/.vscode/settings.json b/.vscode/settings.json index 5af6191..44f3e0e 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -4,5 +4,6 @@ ], "python.testing.unittestEnabled": false, "python.testing.pytestEnabled": true, - "python.analysis.typeCheckingMode": "basic" + "python.analysis.typeCheckingMode": "basic", + "makefile.configureOnOpen": false } \ No newline at end of file diff --git a/platogram/ops.py b/platogram/ops.py index 0b7a3f5..95143cc 100644 --- a/platogram/ops.py +++ b/platogram/ops.py @@ -1,13 +1,14 @@ +import concurrent.futures +import functools +import random import re +from pathlib import Path from typing import Callable from tqdm import tqdm # type: ignore -from typing import Generator + from platogram.llm import LanguageModel from platogram.types import Content, SpeechEvent -from pathlib import Path -import random -import functools def remove_markers(text: str) -> str: @@ -152,7 +153,8 @@ def get_paragraphs( lang = "en" examples = { - str(example["input"]): list(example["output"]) for example in rewrite_examples[lang] + str(example["input"]): list(example["output"]) + for example in rewrite_examples[lang] } tail = "" paragraphs = [] @@ -169,7 +171,11 @@ def get_paragraphs( # limit the number of output tokens to chunk size for paragraph in llm.get_paragraphs( - content, examples, max_tokens=max_tokens, temperature=temperature, lang=lang, + content, + examples, + max_tokens=max_tokens, + temperature=temperature, + lang=lang, ): # we are not parsing again, because sometimes model returns paragraphs without trailing marker paragraphs.append( @@ -253,16 +259,23 @@ def get_chapters( base_marker = sorted( [int(marker) for marker in re.findall(r"【(\d+)】", chunk[0])] )[0] - - content = [re.sub( - r"【(\d+)】", - lambda match: f"【{int(match.group(1)) - base_marker}】", - paragraph, - ) for paragraph in chunk] + + content = [ + re.sub( + r"【(\d+)】", + lambda match: f"【{int(match.group(1)) - base_marker}】", + paragraph, + ) + for paragraph in chunk + ] last_marker = 0 _chapters = llm.get_chapters( - content, context=chapters, chapter_size_words=chapter_size_words, temperature=temperature, lang=lang, + content, + context=chapters, + chapter_size_words=chapter_size_words, + temperature=temperature, + lang=lang, ).items() for marker, title in _chapters: chapters[marker + base_marker] = title @@ -270,16 +283,21 @@ def get_chapters( if chunks: chapters.pop(last_marker) - tail = [paragraph for paragraph in chunk if sorted( - [int(marker) for marker in re.findall(r"【(\d+)】", paragraph)] - )[0] >= last_marker] + tail = [ + paragraph + for paragraph in chunk + if sorted( + [int(marker) for marker in re.findall(r"【(\d+)】", paragraph)] + )[0] + >= last_marker + ] pbar.update(1) return chapters -def get_chapter(chapters:dict[int, str], passage_marker: int) -> int | None: +def get_chapter(chapters: dict[int, str], passage_marker: int) -> int | None: chapter_markers = list(chapters.keys()) for start, end in zip(chapter_markers[:-1], chapter_markers[1:]): if start <= passage_marker < end: @@ -289,78 +307,141 @@ def get_chapter(chapters:dict[int, str], passage_marker: int) -> int | None: return None -def assemble_chapters(chapters: dict[int, str], passages: list[str]) -> dict[int, tuple[str, list[str]]]: +def assemble_chapters( + chapters: dict[int, str], passages: list[str] +) -> dict[int, tuple[str, list[str]]]: def get_passage_marker(passage: str) -> int | None: markers = [int(m) for m in re.findall(r"【(\d+)】", passage)] return markers[0] if markers else None - def update_chapter(acc: dict[int, tuple[str, list[str]]], passage: str) -> dict[int, tuple[str, list[str]]]: + def update_chapter( + acc: dict[int, tuple[str, list[str]]], passage: str + ) -> dict[int, tuple[str, list[str]]]: marker = get_passage_marker(passage) chapter_marker = get_chapter(chapters, marker) if marker is not None else None - + if chapter_marker is not None and chapter_marker not in acc: acc[chapter_marker] = (chapters[chapter_marker], []) - + if chapter_marker is not None: acc[chapter_marker][1].append(passage.strip()) - + return acc return functools.reduce(update_chapter, passages, {}) -def expand_and_add_figures(passages: list[str], images: dict[int, Path], llm: LanguageModel, image_samples_per_chapter: int = 16) -> tuple[str, dict[int, str]]: +def expand_and_add_figures( + passages: list[str], + images: dict[int, Path], + llm: LanguageModel, + num_image_samples: int = 16, +) -> tuple[str, dict[int, str]]: chapter_text = "\n\n".join(passages) if not images: return chapter_text, {} - all_markers = [int(match.group(1)) for match in re.findall(r"【(\d+)】", chapter_text)] - image_markers = sorted(list(random.sample(all_markers, min(image_samples_per_chapter, len(all_markers))))) + all_markers = [ + int(match.group(1)) for match in re.findall(r"【(\d+)】", chapter_text) + ] + image_markers = sorted( + list(random.sample(all_markers, min(num_image_samples, len(all_markers)))) + ) expanded_chapter_text = llm.expand_chapter_text( - re.sub(r"【(\d+)】", lambda m: f"【{all_markers.index(int(m.group(1)))}】", chapter_text), - { - all_markers.index(marker): images[marker] - for marker in image_markers - } + re.sub( + r"【(\d+)】", + lambda m: f"【{all_markers.index(int(m.group(1)))}】", + chapter_text, + ), + {all_markers.index(marker): images[marker] for marker in image_markers}, + ) + expanded_chapter_text = re.sub( + r"【(\d+)】", + lambda m: f"【{all_markers[int(m.group(1))]}】", + expanded_chapter_text, ) figures = llm.get_figures( - re.sub(r"【(\d+)】", lambda m: f"【{image_markers.index(marker)}】" if (marker := all_markers[int(m.group(1))]) in image_markers else "", expanded_chapter_text), - [images[marker] for marker in image_markers]) + re.sub( + r"【(\d+)】", + lambda m: f"【{image_markers.index(marker)}】" + if (marker := int(m.group(1))) in image_markers + else "", + expanded_chapter_text, + ), + [images[marker] for marker in image_markers], + ) - return expanded_chapter_text, {image_markers[marker]: title for marker, title in figures.items()} + return expanded_chapter_text, { + image_markers[marker]: title for marker, title in figures.items() + } def index( transcript: list[SpeechEvent], + images: list[Path], llm: LanguageModel, max_tokens: int = 4096, temperature: float = 0.5, chunk_size_tokens: int = 2048, chapter_size_words: int = 1024, + num_image_samples_per_chapter: int = 6, lang: str | None = None, ) -> Content: text = render({i: event.text for i, event in enumerate(transcript)}) - paragraphs = get_paragraphs(text, llm, max_tokens, temperature, chunk_size_tokens, lang=lang) - - try: - title, summary = llm.get_meta(paragraphs, max_tokens=max_tokens, temperature=temperature, lang=lang) - except Exception: - title, summary = "Missing Title", "Missing Summary" - - try: - chapters = get_chapters(paragraphs, llm, chapter_size_words=chapter_size_words, chunk_size_tokens=chunk_size_tokens, temperature=temperature, lang=lang) - except Exception: - chapters = {0: "All Content"} - - return Content( - title=title, - summary=summary, - passages=paragraphs, # NOTE: we should experiment and settle on passage vs. paragraph - transcript=transcript, - chapters=chapters, + paragraphs = get_paragraphs( + text, llm, max_tokens, temperature, chunk_size_tokens, lang=lang + ) + + title, summary = llm.get_meta( + paragraphs, max_tokens=max_tokens, temperature=temperature, lang=lang ) + chapters = get_chapters( + paragraphs, + llm, + chapter_size_words=chapter_size_words, + chunk_size_tokens=chunk_size_tokens, + temperature=temperature, + lang=lang, + ) + + if images: + with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor: + text_and_figures = list( + executor.map( + lambda chapter: expand_and_add_figures( + chapter[1][1], + images, + llm, + num_image_samples=num_image_samples_per_chapter, + ), + assemble_chapters(chapters, paragraphs).items(), + ) + ) + + return Content( + title=title, + summary=summary, + passages=paragraphs, # NOTE: we should experiment and settle on passage vs. paragraph + transcript=transcript, + chapters=chapters, + text=[text for text, _ in text_and_figures], + figures={ + marker: (caption, images[marker]) + for _, figures in text_and_figures + for marker, caption in figures.items() + }, + ) + else: + return Content( + title=title, + summary=summary, + passages=paragraphs, + transcript=transcript, + chapters=chapters, + text=["\n\n".join(paragraphs) for paragraphs in assemble_chapters(chapters, paragraphs).values()], + ) rewrite_examples = { diff --git a/platogram/types.py b/platogram/types.py index 9cdc610..f1f80a6 100644 --- a/platogram/types.py +++ b/platogram/types.py @@ -1,5 +1,6 @@ -from typing import Literal from pathlib import Path +from typing import Literal + from pydantic import BaseModel @@ -26,5 +27,7 @@ class Content(BaseModel): chapters: dict[int, str] passages: list[str] transcript: list[SpeechEvent] + text: list[str] + figures: dict[int, tuple[str, str]] | None = None images: list[str] | None = None origin: str | None = None diff --git a/samples/images/image_0.png b/samples/images/image_0.png new file mode 100644 index 0000000000000000000000000000000000000000..bab61ceece0578fb54196a4615143eb17fe411c3 GIT binary patch literal 224105 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