crewAIInc / crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
https://crewai.com
MIT License
21.23k stars 2.95k forks source link

the result of Full blog post by official demo is too short and meaningless ,how to optimize it #571

Closed alexhmyang closed 2 months ago

alexhmyang commented 6 months ago

the result of Full blog post by official demo is too short and meaningless ,how to optimize it


In the fast-paced world of technology, AI continues to make incredible advancements that shape our future. One of the most significant developments in recent years is the rise of multimodal AI, which combines different modes of input such as text, images, and audio to create a more holistic understanding of data. This approach allows AI systems to process information in a way that mimics human perception, opening up new possibilities for applications in various industries.

Another key trend in AI is the shift towards smaller language models and open-source platforms. These smaller models are more efficient and accessible, making AI technology more widely available to developers and businesses. The open-source nature of these models encourages collaboration and innovation, leading to accelerated progress and democratizing AI capabilities.

Generative AI has also seen groundbreaking advancements, with the technology becoming increasingly useful for non-tech individuals. This type of AI can create new content, such as images, videos, and text, based on input data. From art generation to content creation, generative AI is revolutionizing how we interact with technology and unleashing creativity in ways previously unimaginable.

As we look towards the future, the convergence of retrieval-augmented generation and agentic AI promises even more exciting possibilities. These technologies enable AI systems to interact more naturally with users, offering personalized experiences and solutions. The pace of innovation in machine learning and AI shows no signs of slowing down, and the implications for society are profound.

In conclusion, the recent advancements in AI, from multimodal capabilities to generative models, are reshaping our world in ways we could only dream of before. As we embrace these technologies, we must also consider the ethical implications and ensure that AI is used responsibly for the betterment of humanity. The future is bright with possibilities, and AI is at the forefront of driving innovation and progress for generations to come.


above is by gpt3.5


Exploring the AI Frontier: Transformative Technologies in 2024

Welcome to the future of technology, where Artificial Intelligence (AI) isn't just a tool but a transformative force across industries! From generative AI revolutionizing content creation to AI-driven cybersecurity protecting our data, 2024 marks a pivotal year where AI technologies make significant leaps forward.

The Rise of Generative AI

Imagine a world where AI helps design your medications, crafts your next favorite song, or even drafts your emails. That's the promise of generative AI, which is now going mainstream. In healthcare, generative AI expedites drug discovery and tailors treatments to individual genetic profiles, revolutionizing personalized medicine. In the entertainment sector, it’s behind the scenes, creating music, videos, and games—pushing the boundaries of creativity. Meanwhile, in retail, this technology predicts shopping trends and manages inventories, personalizing your shopping experience like never before. Generative AI is not just about enhancing productivity; it's about opening new avenues for innovation and delivering experiences tailored just for you.

AI-Powered Cybersecurity: A Robust Shield

As digital threats grow more sophisticated, AI in cybersecurity has become our digital sentinel. In 2024, AI's role in cybersecurity is more crucial than ever, with a market that's projected to grow exponentially. AI enhances real-time threat detection and automates responses to security incidents, making cybersecurity proactive rather than reactive. From securing national security data to protecting personal information, AI-driven solutions are on the front lines, defending against cyber threats with unprecedented efficiency.

AI-Driven Automation: Reshaping Industries

Automation powered by AI is not just about robots taking over repetitive tasks. It's about transforming industries by enhancing efficiency and creating new opportunities for human creativity. In manufacturing, AI-driven robots handle complex assemblies, making production lines faster and safer. In logistics, AI optimizes routes and inventory, ensuring that your packages arrive just in time while reducing operational costs. This wave of automation is reshaping how businesses operate, offering both challenges and opportunities in the workforce landscape.

Looking Ahead: The Impact of AI on Society

As we venture deeper into 2024, the integration of AI into daily life and across sectors underscores a critical need for robust AI ethics and legislation. The ongoing conversation around AI and data privacy, along with the development of ethical guidelines, is crucial to ensuring that AI benefits society while minimizing risks such as bias and privacy infringement.

In conclusion, AI in 2024 is not just a series of technological advancements; it's a paradigm shift in how we interact with technology, impacting everything from the pills we take to the way we shop and protect our personal information. As AI continues to evolve, it promises to bring more profound changes, driving innovation and presenting new challenges and opportunities. Stay tuned, and keep engaging with technology wisely and creatively!


this is by gpt4.

they all both too brief and low of information, compare to the result of crawl, the final blog lose a lot of data and information. so how to optimize it?

theCyberTech commented 6 months ago

Change your task description to tell it to be longer

Free-Radical commented 6 months ago

This has to do with "Prompt Engineering". Fundamentally you need to be as descriptive as possible about the expected results. A rule of thumb seems to be: spend ~1 hour to get the initial request/prompt as good as you can. Keep in mind effective prompts will be different for different models.

alexhmyang commented 6 months ago

I use prompts from https://github.com/majacinka/crewai-experiments and the following result is still useless, so where is wrong?

Final Answer:

Sure! Here is detailed information about the latest AI projects like Acumos AI, ChatGPT, Jasper, Wordtune, and Generative AI:

  1. Acumos AI: Acumos AI is an open-source platform that aims to make AI models more accessible and reusable. It provides a marketplace for sharing AI models, making it easier for developers to collaborate and build innovative AI applications.

  2. ChatGPT: ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 language model and is designed to generate human-like responses in natural language conversations. ChatGPT is widely used in chatbots, customer support systems, and other applications that require natural language understanding.

  3. Jasper: Jasper is an AI project developed by Facebook that focuses on improving the accessibility of AI models for mobile devices. It aims to reduce the computational resources required to run AI models on smartphones and other low-power devices, making AI more accessible to a wider range of users.

  4. Wordtune: Wordtune is an AI-powered writing assistant that helps users improve their writing by providing suggestions for more effective and engaging language. It uses machine learning algorithms to analyze the context of a sentence and suggest alternative wording or phrasing that can enhance the clarity and impact of the text.

  5. Generative AI: Generative AI refers to a class of AI models that are capable of generating new content, such as images, text, or music, based on input data. These models are often used in creative applications, such as art generation, music composition, and content creation.

By incorporating information about these AI projects into the blog post drafts, we can provide readers with a deeper understanding of the latest trends and advancements in AI technology. This will help enhance the technical insights, conciseness, and engagement level of the content, making it more informative and valuable to our audience.


image

image

theCyberTech commented 6 months ago

Have you refined the prompt?

alexhmyang commented 6 months ago

Have you refined the prompt?

yes, do you have a good example? can you share the result?

theCyberTech commented 6 months ago

No I don't, a prompt that works for somebody else may not work for you, this is an iterative process where you refine the prompt till you get the output you want.

Start by looking at the task descriptions, you can even use ChatGPT to help you refine...

alexhmyang commented 6 months ago

No I don't, a prompt that works for somebody else may not work for you, this is an iterative process where you refine the prompt till you get the output you want.

Start by looking at the task descriptions, you can even use ChatGPT to help you refine...

this should be a product help us get valuable information everyday, we need just run it and get good blog result. but now it seems not ready for use.

Free-Radical commented 6 months ago

Its not a "product" yet, its version 0.28, which means its under beta dev, at best. You're on Github Bro not App Store. Be thankful that you can use tech like this for nothing. Its not like you paid anything. And if its not "ready for use" you're supposed to help it become "ready for use" , that's the whole concept of posting this code for everyone to play with. Its a "community" effort.

alexhmyang commented 6 months ago

Its not a "product" yet, its version 0.28, which means its under beta dev, at best. You're on Github Bro not App Store. Be thankful that you can use tech like this for nothing. Its not like you paid anything. And if its not "ready for use" you're supposed to help it become "ready for use" , that's the whole concept of posting this code for everyone to play with. Its a "community" effort.


sure, do you have a good result?

theCyberTech commented 6 months ago

I dont see a crewai Issue here

github-actions[bot] commented 3 months ago

This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 5 days.

github-actions[bot] commented 2 months ago

This issue was closed because it has been stalled for 5 days with no activity.