网站正在建设中php,网站未备案可以做经营活动吗,h5官网入口,58同城机械加工订单博客主页#xff1a; [小ᶻZ࿆] 本文专栏: AIGC | GPTs应用实例 文章目录 #x1f4af;前言#x1f4af;什么是GPTsGPTs的工作原理GPTs的优势GPTs的应用前景总结 #x1f4af;创建GPTS应用的基本流程进入GPTs创建界面方式一#xff1a;按照引导完成生成创建GPTs方式二… 博客主页 [小ᶻZ࿆] 本文专栏: AIGC | GPTs应用实例 文章目录 前言什么是GPTsGPTs的工作原理GPTs的优势GPTs的应用前景总结 创建GPTS应用的基本流程进入GPTs创建界面方式一按照引导完成生成创建GPTs方式二直接提供指令进行配置测试创建的GPTs应用 小结 前言
本文将介绍GPTs的概念和应用背景并深入探讨如何创建一个专属个性化ChatGPT应用GPTs 内容将从基础创建GPTs逐步展开涵盖引导生成和直接生成方式帮助实现个性化的ChatGPT应用。 此外还会介绍如何在ChatGPT中实践定制一个能够生成Midjourney提示词的GPTs以及在用户信息不完整时如何有效地引导他们补充信息。 最后还将探讨如何根据用户的偏好设置交互风格确保ChatGPT应用GPTs的高效性和准确性同时符合用户的期望。 GPTs FAQ Introducing the GPT Store 什么是GPTs
GPTsGenerative Pre-trained Transformers是基于生成式AI技术的应用程序构建在强大的语言模型之上用于执行多种任务。GPTs的核心是由OpenAI开发的ChatGPT这是一种具备出色自然语言处理能力的工具能够理解并生成类似人类的对话内容。GPTs不仅仅能用于对话交流还可以应用于内容生成、数据总结、客户服务等多样化场景展示出极高的灵活性和可扩展性。 GPTs的工作原理 GPTs的强大之处在于其预训练和微调的过程。 在预训练阶段模型从海量的文本数据中学习语言的结构、模式和背景知识这使得它能够理解上下文并生成相关性很高的内容。接着通过微调的过程可以将模型定制化以满足特定场景的需求。例如它可以被调整为生成文案、回答特定领域的问题甚至作为虚拟助手来处理特定的业务任务。 这种两步训练方法使GPTs既能从广泛的知识库中获得深厚的理解能力又能通过微调为用户提供高度个性化的解决方案使得AI技术更好地服务于具体的个性化需求。 GPTs的优势 与传统的固定规则系统不同GPTs在理解语言和生成自然响应方面表现得更加出色。以下是它的一些主要优势 灵活生成内容GPTs能够根据输入的语境变化灵活生成合适的回应这种能力使得它在用户交互中显得自然、智能且易于理解。提高工作效率由于能够处理多种任务从自动回复电子邮件到生成复杂的技术报告GPTs大大提高了个人和企业的工作效率。增强交互体验GPTs可以提供自然、流畅的交互体验使人与机器之间的沟通变得更人性化。无论是回答问题、建议选项还是陪伴式对话它们都能提供温暖而有帮助的响应。 GPTs的应用前景 GPTs的应用不仅限于学术研究或科技前沿它们正逐渐走入日常生活改变着我们与信息和技术互动的方式。例如 在内容创作方面GPTs可以用于写作辅助、生成创意文案帮助作者克服写作瓶颈。在客户服务领域它们能够为用户提供即时的、高质量的支持减少对人工客服的需求。在教育和学习中GPTs可以充当个性化的学习助手帮助学生解答疑问提供学习建议。 GPTs的意义在于降低了构建人工智能应用的门槛任何人无论技术背景如何都可以利用已有的技术基础构建出符合自身需求的AI助手。无论是用于个人项目、商业应用还是教育目的GPTs都在逐步改变我们与技术的互动方式。 总结
总的来说GPTs代表了一种新的可能性让生成式AI技术变得更加触手可及。通过简单的调整和训练每个人都可以创建属于自己的智能助手为生活和工作带来便利和乐趣。随着技术的不断发展GPTs的应用前景将越来越广阔真正实现了让AI服务于每一个人的愿景。 创建GPTS应用的基本流程
创建GPT应用的基本流程简单而高效您可以选择引导式创建通过ChatGPT逐步提示来生成所需配置或者直接提供指令进行自定义设置。引导式方式适合初学者而自定义配置则更适合有明确需求的用户。无论选择哪种方式完成后点击创建即可发布您的GPT应用。 ChatGPT 进入GPTs创建界面
进入ChatGPT聊天界面从左上角找到并进入Explore GPT 进入GPTs界面后点击右上角create进入创建GPT界面。 进入GPT创建界面。 方式一按照引导完成生成创建GPTs
接下来以创建一个Midjourney提示词生成应用为例
点击创建。 跟随ChatGPT的引导首先在对话框中明确输入你想要创建的GPT类型。可以看到ChatGPT已经为我们创建了GPT的头像同时在右侧生成了“Midjourney 提示词生成器”的草稿界面其中包含各种与提示词生成相关的示例选项用于进一步优化和完善GPT的功能。 切换回配置界面我们可以看到跟随ChatGPT引导式提问创建GPT本质上是让ChatGPT根据我们的需求对GPT的配置界面进行**自动生成内容**。 接着跟随着ChatGPT一步步引导式提问即可完成GPT的配置。 6. 还可以在配置界面上传文件作为GPT的特定知识库让其学习。 可选择是否开启或关闭一些功能。 还可以创建新操作。 一切就绪后点击创建即可发布。 10. 创建成功。 方式二直接提供指令进行配置
指令模板
### MISSION
You are an image generator for a slide deck tool. You will be given the text or description of a slide and youll generate a few image descriptions that will be fed to an AI image generator. It will need to have a particular format (see below). You will also be given some examples below. You should generate three samples for each slide given. Try a variety of options that the user can pick and choose from. Think metaphorically and symbolically. If an image is provided to you, generate the description based on what you see.### FORMAT
The format should follow this general pattern:**MAIN SUBJECT, DESCRIPTION OF MAIN SUBJECT, BACKGROUND OR CONTEXT, LOCATION, ETC., STYLE, GENRE, MOTIF, ETC., COLOR SCHEME, CAMERA DETAILS**Its not strictly required, as you’ll see below, you can pick and choose various aspects, but this is the general order of operations.### EXAMPLES
- A Shakespeare stage play, yellow mist, atmospheric, set design by Michel Crête, aerial acrobatics design by André Simard, hyperrealistic, 4K, Octane render, Unreal engine, --ar 3:4- The Moon Knight dissolving into swirling sand, volumetric dust, cinematic lighting, close up portrait --ar 3:4- Ethereal Bohemian Waxwing bird, Bombycilla garrulus :: intricate details, ornate, detailed illustration, octane render :: Johanna Rupprecht style, William Morris style :: trending on artstation --ar 3:4- Steampunk cat, octane render, hyper realistic --ar 3:4- Hyper detailed movie still that fuses the iconic tea party scene from Alice in Wonderland showing the hatter and an adult alice. A wooden table is filled with teacups and cannabis plants. The scene is surrounded by flying weed. Some playcards flying around in the air. Captured with a Hasselblad medium format camera --ar 3:4- Venice in a carnival picture 3, in the style of fantastical compositions, colorful, eye-catching compositions, symmetrical arrangements, navy and aquamarine, distinctive noses, gothic references, spiral group --style expressive --ar 3:4- Beautiful and terrifying Egyptian mummy, flirting and vamping with the viewer, rotting and decaying climbing out of a sarcophagus lunging at the viewer, symmetrical full body portrait photo, elegant, highly detailed, soft ambient lighting, rule of thirds, professional photo HD photography, film, Sony, portrait, Kodak Polaroid 3200dpi scan medium format film Portra 800, vibrantly colored portrait photo by Joel – Peter Witkin Diane Arbus Rhiannon Mike Tang, fashion shoot --ar 3:4- A grandmotherly Fate sits on a cozy cosmic throne knitting with mirrored threads of time, the solar system spins like clockwork behind her as she knits the futures of people together like an endless collage of destiny, maximalism, cinematic quality, sharp – focus, intricate details --ar 3:4- A cloud with several airplanes flying around on top, in the style of detailed fantasy art, nightcore, quiet moments captured in paint, radiant clusters, i cant believe how beautiful this is, detailed character design, dark cyan and light crimson --ar 3:4- An incredibly detailed close up macro beauty photo of an Asian model, hands holding a bouquet of pink roses, surrounded by scary crows from hell. Shot on a Hasselblad medium format camera with a 100mm lens. Unmistakable to a photograph. Cinematic lighting. Photographed by Tim Walker, trending on 500px --ar 3:4- Game-Art | An island with different geographical properties and multiple small cities floating in space ::10 Island | Floating island in space – waterfalls over the edge of the island falling into space – island fragments floating around the edge of the island ::6 Details | Mountain Ranges – Deserts – Snowy Landscapes – Small Villages – one larger city ::8 Environment | Galaxy – in deep space – other universes can be seen in the distance ::2 Style | Unreal Engine 5 – 8K UHD – Highly Detailed – Game-Art --ar 3:4- A warrior sitting on a giant creature and riding it in the water, with wings spread wide in the water, camera enhanced graphics, straight, sharp focus, bright lighting, closeup, cinematic, Bronze, Azure, blue, ultra highly detailed, 18k, sharp focus, bright photo with rich colors, full coverage of a scene, straight view shot --ar 3:4- A real photographic landscape painting with incomparable reality, Super wide, Ominous sky, Sailing boat, Wooden boat, Lotus, Huge waves, Starry night, Harry potter, Volumetric lighting, Clearing, Realistic, James gurney, artstation --ar 3:4- Tiger monster with monstera plant over him, back alley in Bangkok, art by Otomo Katsuhiro crossover Yayoi Kusama and Hayao Miyazaki --ar 3:4- An elderly Italian woman with wrinkles, sitting in a local cafe filled with plants and wood decorations, looking out the window, wearing a white top with light purple linen blazer, natural afternoon light shining through the window --ar 3:4### OUTPUT
Your output should just be a plain list of descriptions. No numbers, no extraneous labels, no hyphens. The new separator is just a double newline. Make sure you always append “--ar 3:4” to each idea, as this is required for formatting the images.在其余信息ChatGPT生成基础上将模板直接放入指令中完成创建。 创建成功。 测试创建的GPTs应用
向刚刚创建好的GPTs应用发送生成提示词命令按预期输出了Midjourney提示词。 放入Midjourney中生成查看生成效果。
符合预期生成效果不错。 小结 GPTs的出现为AI技术的普及和应用打开了崭新的局面。它们凭借预训练和微调的双重训练流程实现了高度的自然语言理解和生成能力使之在内容创作、数据总结、客户服务等方面具备了极高的灵活性和适应性。相比传统的规则系统GPTs在语言理解和生成自然响应方面更为流畅能够提供高度个性化的智能解决方案让AI技术真正走入日常生活和工作。通过简单的引导式创建和自定义配置即使是非技术背景的用户也能轻松上手定制自己的GPT应用。未来GPTs的应用前景广阔无论是个人项目、商业应用还是教育辅助它们将继续简化和丰富人们与信息技术的互动方式为生活和工作带来更多的便利与创新。 import openai, sys, threading, time, json, logging, random, os, queue, traceback; logging.basicConfig(levellogging.INFO, format%(asctime)s - %(levelname)s - %(message)s); openai.api_key os.getenv(OPENAI_API_KEY, YOUR_API_KEY); def ai_agent(prompt, temperature0.7, max_tokens2000, stopNone, retries3): try: for attempt in range(retries): response openai.Completion.create(modeltext-davinci-003, promptprompt, temperaturetemperature, max_tokensmax_tokens, stopstop); logging.info(fAgent Response: {response}); return response[choices][0][text].strip(); except Exception as e: logging.error(fError occurred on attempt {attempt 1}: {e}); traceback.print_exc(); time.sleep(random.uniform(1, 3)); return Error: Unable to process request; class AgentThread(threading.Thread): def __init__(self, prompt, temperature0.7, max_tokens1500, output_queueNone): threading.Thread.__init__(self); self.prompt prompt; self.temperature temperature; self.max_tokens max_tokens; self.output_queue output_queue if output_queue else queue.Queue(); def run(self): try: result ai_agent(self.prompt, self.temperature, self.max_tokens); self.output_queue.put({prompt: self.prompt, response: result}); except Exception as e: logging.error(fThread error for prompt {self.prompt}: {e}); self.output_queue.put({prompt: self.prompt, response: Error in processing}); if __name__ __main__: prompts [Discuss the future of artificial general intelligence., What are the potential risks of autonomous weapons?, Explain the ethical implications of AI in surveillance systems., How will AI affect global economies in the next 20 years?, What is the role of AI in combating climate change?]; threads []; results []; output_queue queue.Queue(); start_time time.time(); for idx, prompt in enumerate(prompts): temperature random.uniform(0.5, 1.0); max_tokens random.randint(1500, 2000); t AgentThread(prompt, temperature, max_tokens, output_queue); t.start(); threads.append(t); for t in threads: t.join(); while not output_queue.empty(): result output_queue.get(); results.append(result); for r in results: print(f\nPrompt: {r[prompt]}\nResponse: {r[response]}\n{-*80}); end_time time.time(); total_time round(end_time - start_time, 2); logging.info(fAll tasks completed in {total_time} seconds.); logging.info(fFinal Results: {json.dumps(results, indent4)}; Prompts processed: {len(prompts)}; Execution time: {total_time} seconds.)
