From 80af58dfd0a0100f050ae0aeae6d56a2c2603d7b Mon Sep 17 00:00:00 2001 From: thekoc Date: Tue, 2 May 2023 22:35:08 +0800 Subject: [PATCH] Updated examples --- .gitignore | 2 +- README.md | 30 +++++++++- examples/chatgtp/add_tags.py | 47 +++++++++++++++ examples/chatgtp/expand_content.py | 69 +++++++++++++++++++++++ examples/chatgtp/requirements.txt | 5 ++ examples/document_analysis/word_cloud.py | 58 +++++++++++++++++++ images/add_tags_contextual_menu.png | Bin 0 -> 173387 bytes images/after_expansion.png | Bin 0 -> 951812 bytes images/api_key_prompt.png | Bin 0 -> 145781 bytes images/before_expansion.png | Bin 0 -> 733349 bytes images/generated_tags.png | Bin 0 -> 955257 bytes 11 files changed, 209 insertions(+), 2 deletions(-) create mode 100644 examples/chatgtp/add_tags.py create mode 100644 examples/chatgtp/expand_content.py create mode 100644 examples/chatgtp/requirements.txt create mode 100644 examples/document_analysis/word_cloud.py create mode 100644 images/add_tags_contextual_menu.png create mode 100644 images/after_expansion.png create mode 100644 images/api_key_prompt.png create mode 100644 images/before_expansion.png create mode 100644 images/generated_tags.png diff --git a/.gitignore b/.gitignore index 16b60e6..c7984b5 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,6 @@ __pycache__/ *.spec dist/ build/ +*.dtBase2/ *.egg-info/ -examples/ docs/ \ No newline at end of file diff --git a/README.md b/README.md index d94a889..2ded1ca 100644 --- a/README.md +++ b/README.md @@ -20,10 +20,12 @@ tell application "DEVONthink 3" end tell ``` -Many of the APIs are generated with help of ChatGTP 3.5 from the AppleScript dictionary of DEVONthink 3. +Many of the APIs are generated by ChatGTP from the DEVONthink's AppleScript dictionary. The Applescript bridging part is inspired by [py-applescript](https://github.com/rdhyee/py-applescript). +Notes used as examples are imported from [The Blue Book](https://github.com/lyz-code/blue-book), a personal wiki shared by [lyz-code](https://github.com/lyz-code). + ## Installation ```bash @@ -60,6 +62,32 @@ record = dtp3.create_record_with({ }, inbox) ``` +## Work With ChatGTP + +### Add Tags to Selected Records Using ChatGTP + +Put the script into `~/Library/Application Scripts/com.devon-technologies.think3/Contextual Menu` and run it from contextual menu in DEVONthink (The record must be in selected state). + +![add_tags_contextual_menu](images/add_tags_contextual_menu.png) + +And voilà, the tags are added based on contents automatically. + +![generated_tags](images/generated_tags.png) + +Note: You are required to have an [API key](https://platform.openai.com/account/api-keys) from OpenAI. The first time you run the script, a prompt will ask you to enter key. + +![api_key_prompt](images/api_key_prompt.png) + +The key will be store in Incoming group for DEVONthink (usually `Inbox`). You can see the file `__openai_api_key__` generated there. You can move it to other opened database but don't change it's name. + +### Auto Writing / Summarizing Using ChatGTP + +This script lets you to insert `<>` into your text and then generate the text based on the token. + +![before_expansion](images/before_expansion.png) + +![after_expansion](images/after_expansion.png) + ## Documentation Unlike many other API wrapper projects, PyDT3 is well documented thanks to the detailed AppleScript dictionary by DEVONthink team and the code generation ability of ChatGTP. diff --git a/examples/chatgtp/add_tags.py b/examples/chatgtp/add_tags.py new file mode 100644 index 0000000..e39479b --- /dev/null +++ b/examples/chatgtp/add_tags.py @@ -0,0 +1,47 @@ +import os +import openai +import sys +import json +import re + +sys.path.insert(0, '.') +from pydt3 import DEVONthink3 + +dtp = DEVONthink3() +def get_api_key(): + result = dtp.search("name==__openai_api_key__") + if result: + api_key = result[0].plain_text + else: + response = dtp.display_dialog("Please enter your OpenAI API key", "") + api_key = response["textReturned"] + dtp.create_record_with({ + "name": "__openai_api_key__", + "type": "txt", + "plain text": api_key, + }) + + return api_key + +def generate_tags(content) -> list[str]: + completion = openai.ChatCompletion.create( + model="gpt-3.5-turbo", + messages=[ + {"role": "user", "content": f"Generate the tags for the following content. Tags should be concise and accurate and no more than 10. output the tags directly seperateted by ',':\n {content}"}, + ] + ) + response = completion.choices[0]['message']['content'] + print(response) + return [tag.strip() for tag in response.split(",")] + + +def add_tags_to_selected_records(): + records = dtp.selected_records + for recod in records: + tags = generate_tags(recod.plain_text) + recod.tags = tags + + +if __name__ == '__main__': + openai.api_key = get_api_key() + add_tags_to_selected_records() \ No newline at end of file diff --git a/examples/chatgtp/expand_content.py b/examples/chatgtp/expand_content.py new file mode 100644 index 0000000..9d2ca7b --- /dev/null +++ b/examples/chatgtp/expand_content.py @@ -0,0 +1,69 @@ +import os +import openai +import sys +import json +import re + +sys.path.insert(0, '.') +from pydt3 import DEVONthink3 + +dtp = DEVONthink3() +def get_api_key(): + result = dtp.search("name==__openai_api_key__") + if result: + api_key = result[0].plain_text + else: + response = dtp.display_dialog("Please enter your OpenAI API key", "") + api_key = response["textReturned"] + dtp.create_record_with({ + "name": "__openai_api_key__", + "type": "txt", + "plain text": api_key, + }) + + return api_key + + +def expand_content(content) -> str: + system = '''You are a skillful writer. Replace the angle brackets you see with the content you generated. Outputs should follow the hints in angle brackets. \n + + eg. + + User: "Today I watched a famous British movie <>. Its's written by <>. It's about <>. I like it very much. + + AI: {"Movie Name": "The Godfather.", "Author": "Mario Puzo", "Plot": "a mafia family"} + "''' + + completion = openai.ChatCompletion.create( + model="gpt-3.5-turbo", + messages=[ + {"role": "user", "content": system,}, + {"role": "user", "content": content,}, + {"role": "assistant", "content": "Okay, I'll gie the answer in json format.",}, + + ] + ) + print(completion.choices) + response = completion.choices[0]['message']['content'] + results = json.loads(response) + print("=======", results) + for key in results: + content = re.sub(f'<<{key}>>', f'=={results[key]}==', content, count=1) + return content + +def expand_current_record(): + retry_count = 3 + record = dtp.think_windows[0].content_record + + for _ in range(retry_count): + try: + record.plain_text = expand_content(record.plain_text) + break + except json.decoder.JSONDecodeError as e: + print(e) + print("retrying...") + continue + +if __name__ == '__main__': + openai.api_key = get_api_key() + expand_current_record() \ No newline at end of file diff --git a/examples/chatgtp/requirements.txt b/examples/chatgtp/requirements.txt new file mode 100644 index 0000000..120b607 --- /dev/null +++ b/examples/chatgtp/requirements.txt @@ -0,0 +1,5 @@ +pydt3==0.0.1 +pyobjc-core==9.1.1 +pyobjc-framework-AppleScriptKit==9.1.1 +pyobjc-framework-AppleScriptObjC==9.1.1 +openai==0.27.6 \ No newline at end of file diff --git a/examples/document_analysis/word_cloud.py b/examples/document_analysis/word_cloud.py new file mode 100644 index 0000000..7bd4ef0 --- /dev/null +++ b/examples/document_analysis/word_cloud.py @@ -0,0 +1,58 @@ +import jieba +from wordcloud import WordCloud +import random +import matplotlib.pyplot as plt + +from pydt3 import DEVONthink3 + +ignore_words = """function return var value if else for while break continue switch case default element object key array https component"""\ + .split() + +def generate_wordcloud(text, output_file='wordcloud.png'): + # 对文本进行分词 + word_list = list(jieba.cut(text)) + text = '' + for word in word_list: + if len(word) <= 2 or word in ignore_words: + continue + text += word + ' ' + + # 创建词云对象 + wc = WordCloud( + background_color='white', + width=800, + height=600, + max_words=200, + max_font_size=100, + random_state=42 + ) + + wc.generate(text) + + wc.to_file(output_file) + + plt.imshow(wc, interpolation='bilinear') + plt.axis('off') + plt.show() + +if __name__ == '__main__': + texts = [] + dtp3 = DEVONthink3() + db = dtp3.ext.db_by_name('blue-book') + contents = db.contents + print(len(contents)) + sampled_records = random.sample(db.contents, min(40, len(db.contents))) + names = [] + texts = [] + for record in sampled_records: + if record.type == 'picture': + continue + if 'newsletter' in record.location: + continue + name = record.name + names.append(name) + texts.append(name) + texts.append(record.rich_text.splitlines()[0]) + + samples = texts + generate_wordcloud(' '.join(samples), 'wordcloud.png') \ No newline at end of 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