Ideas + AI Agents: The Winning Formula ! BabyAGI and AutoGPTs...

Hey there pioneers ! The future belongs to those with the best ideas, and AI is proving that true! I spent my weekend tinkering with Langchain and Pinecone to build an AI agent that can scrape YouTube comments, translate text, analyze sentiment, store transcripts, and even build personas of the audience.

It's like having an army of super-smart community managers running your YouTube channel 24/7! And get this: the agent can do a semantic search across all transcripts to find related information! When it replies to comments, it's accurate and even matches the user's style (like using "Ciao" and "Grazie" for an Italian user).

All this in just 415 lines of code!

As the FastCompany article in Spotlight notes, "If you could have two ChatGPTs talk to each other, they could talk forever given the right guidance." My own experience with GPT4 confirmed this, as it recommended using the YouTube Persona generator plugin I built a few weeks ago to analyze the audience that would be used by the YouTube Agent!

But let's not forget the concerns that AI like BabyAGI could be used for harm. VC and All In podcast host Chamath Palihapitiya is calling for immediate government regulations, but I believe clearer laws around individual responsibility for damage caused by AI tools would be a better path forward.

In any case, it's time to start learning about this Agent technology!

The future of marketing lies in the hands of those who dare to think outside the box and integrate AI agents to drive success. In a world where creativity and technology work hand-in-hand, the most innovative ideas and the most advanced AI agents will shape the marketing landscape of tomorrow.

By combining your brightest ideas with the power of AI, you can revolutionize your marketing strategy and stay ahead of the competition. Don't just follow the trends - set them, and watch as your AI-enhanced ideas captivate audiences and drive results like never before.

That's why I created the AI Agents LinkedIn group for deep-diving on the subject. Join us here: (Link). Plus, this newsletter will start to focus more on Agents in a dedicated section called...Agents! If the topic becomes too important, I may even create a second newsletter.

Oh, and if you're looking to add some personality to your ride, check out our new styles at StyleMyRide AI. You can transform your car into a Mario Kart or even a Louis Vuitton car! And don't forget about our AI for Marketing course, which has its first live cohort starting on April 19th (sorry, too late to join now!). But you can sign up for the next one on May 17 and learn how to integrate AI into your marketing workflow and create your own YouTube Agent. Sign up here (Link).

TOOLS

Ready to marvel at the latest AI advancements? Check out these Top 9 AI marvels from the past week:

🚘 StyleMyRide: Give your car a fresh new look with AI-powered style advice. Simply upload a photo of your ride and let StyleMyRide work its magic. (Link) . NB: created by me and Taro Koki and Zubair Lutfullah Kakakhel

💸 Sturppy: Create a financial model without any prior expertise in finance, thanks to Sturppy's AI. Share a live link with potential investors or export the entire model to a formatted spreadsheet with just one click. (Link)

📞 Sameday: Answer calls, respond to chats, and follow up with leads just like a salesperson would, all with the help of Sameday's AI. (Link)

🤖 Vossle: Create Web-based augmented reality experiences for your business or agency with Vossle's cloud-based SaaS platform. (Link)

📱 Bricabrac AI: Create responsive app interfaces in under 10 minutes with no coding skills required. Describe the changes you want to make, or simply use the no-code editor. (Link)

🎧 Ai Coustics: Elevate your audio quality to professional-grade with Generative Speech AI. Perfect for podcasting or reducing background noise. (Link)

🎨 Kaiber AI: Bring your visual story ideas to life with Kaiber's state-of-the-art AI generation engine. Customize your vibe from the 4 starting frames that Kaiber generates for you. (Link)

📊 Cognosys: Powered by GPT3.5, AutoGPT is a web-based AutoGPT type service that can help you write code with ease. (Link)

SPOTLIGHT

👉 BabyAGI: How ‘autonomous agents’ are bringing generative AI to the masses. The seminal autonomous agent BabyAGI was created by Yohei Nakajima, a VC and habitual coder and experimenter. He describes BabyAGI as an “autonomous AI agent that contains an AI task manager.” Auto-GPT appears to have even more autonomy. Developed by Toran Bruce Richards,

👉 Auto-GPT is described on GitHub as a GPT-4-powered agent that can search the internet in structured ways. It can create subtasks and launch new agents to complete them. It uses GPT-4 to write its own code, then can “recursively debug, develop and self-improve” the code. Autonomous agents, at this early stage, are mainly experimental. And they have some serious limitations that prevent them from getting what they want from large language models. (Link)

👉 How does BabyAGI actually work? Deep dive part 2 (Link)

👉 Stable Diffusion XL beta! The latest image generation model, now available through API, excels at photorealism & adds many cool features like enhanced face generation, minimal prompts & legible text. Try out #SDXL in @DreamStudioAI now: (Link)

👉 Should brands be transparent when using AI in their marketing? The brilliant video from JACQUEMUS grabbed people's attention, but the event itself didn't happen, it was essentially a playful deepfake. It will be interesting to see if digital transparency rules expand to address generative AI. (Link)

👉 The Role of artificial intelligence in the fashion industry (Link)

👉 Robots need a break: Stressed like the rest of us.. Robot collapses under pressure at exhibition (Link)

AGENTS

👉 Check out this impressive feat by an AI enthusiast who built a YouTube agent in just 2 days using GPT4! (Link)

👉 Microsoft's latest AI research showcases the impressive ability of ChatGPT to convert natural language instructions into executable robot actions. (Link)

👉 Want to explore the world of autonomous agents? Take a look at this comprehensive list of all the #BabyAGI projects compiled by @JayScambler. (Link)

👉 EVAL (Elastic Versatile Agent with Langchain) is an exciting new AI tool that can execute all your requests with ease, similar to the eval method. Simply tell it the results you want, and it will search, code, run, and test the internet itself, returning the final results. (Link)

👉 Curious about how people are using Auto-GPT? Take a look at this Reddit thread to see some interesting examples! (Link)

AMAZING A.I

👉 From healthcare to entertainment, 35 real people share how they are using AI in their lives right now. (Link)

👉 Creative ideas for reducing McDonald's packaging using AI technology are gaining traction. (Link)

👉 Check out this amazing video made using the KaiberAI tool, featuring support for the @nyknicks team! (Link)

👉 The latest Stable Diffusion model with ControlNet is being put to the test, generating impressive results for research purposes. (Link)

👉 This stunning footage is not drone or iPhone footage, but rather a product of AI and machine learning technology. (Link)

👉 The possibilities of robotics and AI technology are on full display with this impressive Kung Fu-inspired illusion. (Link)

👉 Take a look at this amazing film created entirely with Runway's gen2 AI tool, utilizing text-to-video capabilities. (Link)

👉 Discover some of the latest trends in AI technology, including managed retrieval engines, developer monetization with OpenAI plugins, and more in this insightful discussion. (Link)

DISCUSS

👉 The ChatGPT AI's water consumption is becoming a cause for concern. Looks like we've got another 'water-guzzler' on our hands. (Link)

👉 Y Combinator is betting big on sales applications for generative AI, putting it ahead of engineering. Perhaps this means we'll soon have AI-powered salespeople who don't take smoke breaks and work 24/7? (Link)

👉 When it comes to prompt engineering for AI, forget creativity - it's all about emulating writing styles. Just feed it an article or two, ask it to describe the writing style, and then advise it on any improvements to its description. Easy peasy lemon squeezy! (Link)

👉 Forget Lassie, the best LLama-based model so far is here! The Reddit community has spoken. (Link)

LEARN

👉 How I Unleashed the Power of AI to Create Next-Level Animations (Link)

👉 The secret to REALLY easy videos in A1111 (easier than you think) (Link)

👉 Here are my cliff notes from @mlopscommunity's amazing event focused on how to use LLMs effectively in production 🔥 (Link)

👉 langchain in 3 minutes (Link)

👉 Some vectorstore analysis - what do folks like when building for production? (Link)

👉 Communicative Agents for “Mind” Exploration of LLM Society. This paper shows how to put 2 agents in a sandbox with each other and watch them interact. Now implemented in LangChain! (Link)

👉 What defines prompt chaining and what are the essentials of a robust prompt chaining development tool? (Link)

BUILD

🔨 Want to train 10B+ ChatGPT-style models on a single GPU? Check out DeepSpeed-Chat, the latest library from the authors of Microsoft DeepSpeed. (Link)

🔨 Building a PC for running LLMs? Don't miss this discussion on the most important factors to consider. (Link)

WRAPPING UP

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