π§ AI Agents with Memory: This project showcases building an AI-powered app where two agents collaborate on software development. β¨
π The Tech Stack: Cursor, Next.js, Shadcn UI, OpenAI’s GPT-4 Mini, and Supabase.
π€ The Agents: A Software Engineer generates code, while a Senior Software Engineer reviews and refines it. Supabase acts as their memory bank.
πΎ Persistent Memory: Agents access past interactions and code, enhancing context, efficiency, and collaboration.
π¨ User Interface: Users input requests, observe agent interactions, and view the evolving code.
π Testing the Memory: Start a coding task, restart the app, and submit a related request. The agents will utilize their memory for context-aware responses.
𧲠Cracking the Code: How to Make Cold Outreach Irresistible
Unlocking Irresistible Cold Outreach π§²
Ditch generic messages! Personalization is key. π Research your prospects, mention specifics, and watch your response rates soar. π
Keep it simple! Use a third-grade reading level and offer value upfront. π Think free guides, discounts, or exclusive tips.
On Instagram? Short and sweet wins! “Hey [Name], love your [Car Model]! Get 25% off your first detail with me. β¨ DM to learn more!”
Remember, one happy client can lead to many more! π Word-of-mouth is powerful.
Ready to transform your outreach? πͺ
π From Idea to App in Minutes: Replit Agent Unleashed πͺ
Replit Agent πͺ empowers anyone to build web apps without coding! π€―
Describe your idea β a color-changing calculator, for example β and Replit Agent’s AI will build it. π
Here’s how it works:
Define your app’s purpose.
Describe it to Replit Agent like you would a friend.
Review suggestions and refine your vision.
Go beyond basic apps with database integration, API connections, and easy deployment. π§°
Ready to unleash your inner innovator? Start building on Replit today! β‘οΈ https://replit.com/
Building Next-Gen Chatbots: π€π¬ LangGraph + assistant-ui
LangGraph and assistant-ui empower developers to build next-gen chatbots. π€π¬ LangGraph provides the intelligence, while assistant-ui crafts the user-friendly interface. Imagine a chatbot writing a poem and you see each word appear instantly β that’s the power of streaming! β‘ Need real-time stock info? π Tool calls allow chatbots to fetch data from external sources. Generative UI displays this data visually, making it easy to understand. π¨ For crucial decisions, human-in-the-loop adds a layer of safety. π§βπ» Ready to build your chatbot? Resources are readily available! π
Continue readingπ Supercharge Your Business: A 6-Point Automation Roadmap
π Supercharge your business with automation! π€ This roadmap, inspired by Riccardo Vandra, reveals how to reclaim your time and skyrocket success. π°
First, stress-test your business. Could it handle doubling overnight? π€ If not, automation can create much-needed structure. ποΈ
Next, identify time-wasting tasks ripe for automation. Think proposal writing, client onboarding, and endless follow-ups. Tools like Make can help! π€
Finally, automate revenue-generating activities like email marketing and sales outreach. Consistency is key! π Tools like Smartlead can help you automate outreach and personalize messaging.
Embrace automation and watch your business thrive! π
π AI is Ripe with Innovation: From Strawberry to Soaring Speeds π€
The AI landscape is changing rapidly. π€ OpenAI’s Strawberry model emphasizes reasoning, enabling complex problem-solving beyond information retrieval. π Meanwhile, Apple Intelligence prioritizes privacy, processing data locally on devices. π The demand for AI is fueling an infrastructure boom, with companies like Nvidia and Groq building powerful hardware. ποΈ AI agents, capable of autonomous task completion, are also on the rise. π€ Open-source models like DeepSeek v2.5 offer accessible AI power for coding and mathematics. π§ Stay informed about these advancements to navigate the future of AI. π€
Continue readingποΈ **Unlocking Invoice Secrets: A Simple Guide to Data Extraction** π΅οΈββοΈ
ποΈ Unlocking Invoice Data: Text vs. Image π΅οΈββοΈ
Extracting data from invoices can be easy or tricky! Text-based invoices often allow simple copy-paste extraction using tools like “Convert a Document to Text” within Make.com. However, image-based invoices (scans or pictures) require advanced multimodal AI π€, which “reads” information from images.
Dumpling AI excels in multimodal AI extraction, making it a powerful tool for this task. Combine it with Make.com for seamless automation!
Effortlessly extract invoice data, ditch manual entry, and free up your time! π
π§²π°π§² Attract Clients & Cash: 3 Side Hustle Secrets for Beginners π§²π°π§²
π§²π° Escape the 9-to-5: 3 Side Hustles for Beginners π°π§²
Ready for financial freedom? These side hustles require minimal investment and leverage automation:
1οΈβ£ Missed Call Magnet: Capture leads for busy businesses with automated text-backs. π Imagine a missed call turning into a “Hey there! π We missed your call, how can we help you today?” message. π₯ Lead saved!
2οΈβ£ Website Wizard: Create websites for local businesses using pre-built templates, even without coding skills! π» Offer a free site as a lead magnet, then upsell maintenance and other services. π
3οΈβ£ AI Assistant: Help businesses automate tasks with an AI employee that answers questions, books appointments, and manages customer interactions across platforms. π Highlight the cost-effectiveness compared to hiring staff.
Ready to start? Check out resources like GoHighLevel for automation and website building. π
Microscopic Robots: The Future of Medicine Powered by Invisible Batteries ππ€π¬
Microscopic robots π€, powered by invisible batteries π, are poised to revolutionize medicine. π¬ These tiny machines, smaller than a human hair, draw oxygen from their surroundings to power themselves, acting like tiny robot lungs! π«
Imagine targeted cancer treatment with minimal side effects, as these robots deliver medication directly to diseased cells. π― This technology also holds promise for non-invasive surgery and real-time health monitoring. π©Ί
Developing these intricate machines presents engineering challenges, requiring collaboration between material scientists, robotics engineers, and computer scientists. π This global effort is paving the way for a future where microscopic allies transform healthcare, making treatments more effective and less invasive. β¨
π The AI Insider: This Week’s Top Trends π€
π The AI landscape is booming! π€ SSI raises $1 Billion, showcasing confidence in their ambitious AI project. π€ Glean secures $260 Million for their AI-powered enterprise search engine, highlighting the demand for efficient data management. π
π§ Breakthroughs in AI models are revolutionizing content creation. DeepSeek v2.5 merges coding and chatbot capabilities, simplifying complex tasks. π»π¬ MiniMax, a Chinese AI, generates stunningly realistic videos from text prompts. π¬
β‘ The race for faster AI is on! π₯ SambaNova challenges Grok and Cerebras with its impressive inference speeds. π Meanwhile, Grok achieves over 500 tokens per second, unlocking possibilities for real-time AI applications. π¨