yt:channel:AIQY251avaMv7bBv5PCo-A AIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2017-05-10T22:22:00+00:00 yt:video:L7V_woT8mbQ L7V_woT8mbQ UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-08-28T05:04:35+00:00 2026-07-18T23:53:50+00:00 Build AI-Powered Apps Faster with Langflow You’ve seen the headlines: AI is transforming industries, creating new opportunities, and disrupting the status quo. The real question is, how will you harness it? Your moment to innovate is here, and with Langflow, you can turn ideas into AI-powered applications faster than ever. In this livestream, we’ll show you how Langflow’s intuitive, visual environment empowers you to design, connect, and deploy complex AI workflows, no advanced coding required. You’ll see how to combine LLMs, retrieval-augmented generation (RAG), APIs, and custom logic into solutions that can drive real change in your organization or project. You’ll learn: --How to rapidly prototype and iterate AI-powered workflows --Ways to integrate data, APIs, and custom logic into your AI apps --Best practices for going from proof of concept to production with Langflow Whether you’re a developer, product innovator, or business leader, this is your chance to lead the change. Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs yt:video:x76QZRuC__8 x76QZRuC__8 UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-08-21T05:01:57+00:00 2026-07-25T01:13:29+00:00 MCP for Developers: Visual AI with MCP, Langflow & IBM Tools Join us for a livestream on accelerating AI development using the Model Context Protocol (MCP) and Langflow, a visual orchestration tool built for developers. When you're building agents with MCP, managing tools across different MCP servers, each with its own authentication, things can get messy fast. This session shows how combining Langflow with the new IBM MCP Composer helps streamline that sprawl into a lightweight, developer-friendly workflow. We’ll walk through how to visually compose, test, and deploy MCP servers using Langflow, and how to integrate IBM’s AI tools via MCP without the friction of heavy infrastructure. You’ll get a first look at MCP Composer, a new open-source tool for building AI pipelines with reusable components and open standards. During this session, you’ll learn: How to use Langflow to visually compose, test, and deploy MCP servers with minimal setup. Ways to integrate IBM-provided AI tools available via MCP into your workflows for enhanced functionality. How to secure your MCP flows using OAuth 2.0, API keys, and other developer-friendly authentication mechanisms. Why the open MCP stack is a game changer for developers looking to contribute to a scalable, interoperable AI ecosystem. Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs Chapters: 00:00:00 Introduction _________ yt:video:jwGAeqeORnM jwGAeqeORnM UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-07-23T04:52:22+00:00 2026-05-04T23:17:48+00:00 Build Real-Time GenAI Product Recs that Boost Cart Size Retail is one of the most obvious industries for generative AI to make a big impact. Leveraging Gen AI with huge data sets in real-time opens up a wide range of highly nuanced and personalized customer interactions. Combining user behavior data and vector embeddings is how developers serve up relevant, personalized suggestions in real-time. This livestream will reveal the building blocks of creating instant recommendations with GenAI, and show you how vector search enables this kind of precision and speed when building retail and e-commerce applications. During this session, you’ll learn to: --Drive additional product sales and views with Gen AI-driven recommendations. --How to generate vector embeddings for your product data set. --Work vector search into your e-commerce channel. LIVESTREAM RESOURCES: Rethinking Retail Data Architecture for the AI Era: https://dtsx.io/3IVH7gG Free Astra Account: https://dtsx.io/3GMdpKB GitHub: Ecommerce https://dtsx.io/417Fz9D GitHub: Hugging Face Embeddings: https://dtsx.io/45ewsGB Blog: GenAI in Retail: https://dtsx.io/3IDNKnT Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs yt:video:_6VQ1LyjqBk _6VQ1LyjqBk UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-07-11T17:20:32+00:00 2026-04-30T04:30:41+00:00 Vibe Coding Tip: Let Your AI Agent Manage Your To-Do List! #vibecoding Keep your dev workflow clean and organized with this smart Vibe Coding tip: use your AI agent to manage a todo file! ✅ It’s like pair programming… with a project manager. #VibeCoding #AIAgent #DeveloperTools #Productivity #Markdown Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs Chapters: 00:00:00 Introduction _________ yt:video:vfLWe136N6A vfLWe136N6A UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-07-10T05:10:29+00:00 2026-07-28T15:24:12+00:00 Connect the Dots in Your RAG Pipeline with Graph RAG and GraphRetriever You’ve built a GenAI app using RAG, but your answers still feel shallow, especially when users ask questions that require context from multiple documents. The problem isn’t your vector search. The problem is that your documents are disconnected. Join us for a practical walkthrough of GraphRetriever, a lightweight approach to Graph RAG that enriches LLM responses with structured context, without needing a knowledge graph or graph database. In this session, you’ll learn: --Why basic vector search misses the full picture --How to use metadata to define edges and relationships at query time --How GraphRetriever connects reviews and movie metadata to answer real-world queries like “What are some good family movies?” This session is based on a real use case using Rotten Tomatoes reviews. You’ll leave with runnable code and a better way to make your RAG pipeline feel smarter. Livestream Resources: Free Astra Account: dtsx.io/3U7f1RW Blog: Graph RAG & Movie Reviews: dtsx.io/4lkMZPa Graph RAG Movie Review Examples: dtsx.io/3IkQfeQ Graph RAG Colab: dtsx.io/44UDbFC Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs _________ yt:video:wB_Li3vfaes wB_Li3vfaes UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-27T06:19:41+00:00 2026-04-30T04:19:56+00:00 Scaling with RAG: How GenAI Powers Real-Time Financial Intelligence See how Bud Financial delivers 10x faster financial data classification using RAG + GenAI. Join our live technical session with Jakub Piotrowski, VP Product at Bud Financial, to learn how leading financial firms are using AI to automate data pipelines, detect fraud in real-time, and deliver personalized customer experiences. You'll learn: Real-world RAG architecture for production financial applications How to scale AI infrastructure for real-time insights Cost reduction strategies from live customer implementations Perfect for: CTOs, CIOs, and Architects building AI-powered financial applications. Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs yt:video:orwfgV78sSQ orwfgV78sSQ UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-26T18:02:15+00:00 2026-04-22T16:24:06+00:00 Vibe Coding Tip: Don’t Let Your AI Agent Take Over 🤖 #shorts #vibecoding In the era of Vibe Coding, your AI agent should be a collaborator — not the boss. It’s tempting to speed through changes, but blindly accepting suggestions can lead to sneaky mistakes. Treat your agent like a coding companion. Stay in the loop, review every change, and keep the conversation going. 💬 More tips: https://www.youtube.com/watch?v=t_mZ84-B-5Y #VibeCoding #AIAgents #DevTips #AICompanion #GenAI #Programming #CodeSmarter Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs Chapters: 00:00:00 Introduction _________ yt:video:IWfLnMP2Jws IWfLnMP2Jws UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-24T19:35:00+00:00 2026-04-28T20:45:01+00:00 Why Frequent Commits Matter in Vibe Coding 🚨 In the era of vibe coding with AI agents, committing your changes early and often isn’t just good practice—it’s essential. Developer advocate David Jones-Gilardi shares a hard-earned lesson: when agents go off the rails, your last commit could be your lifeline. Watch the full video for all 10 of David's tips! https://www.youtube.com/watch?v=t_mZ84-B-5Y #vibecoding #AIagents #devtips #codingbestpractices #Langflow #GenAI Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs _________ yt:video:eNPpblNmeCI eNPpblNmeCI UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-18T16:48:27+00:00 2026-04-30T01:35:34+00:00 Secret to Vibe Coding Success: Break Down Tasks into Milestones Want better results from your AI coding assistant? 🧠 In this quick tip, learn how breaking large tasks into phases and milestones can improve both your workflow and the agent's output. By explicitly prompting the agent to structure its plan, you’ll get more clarity, better execution—and a built-in to-do list to keep things on track. Catch all 10 tips in this video: https://dtsx.io/3TuTAtQ yt:video:e7JruzhEdCE e7JruzhEdCE UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-18T05:24:43+00:00 2026-05-04T20:42:06+00:00 "The Flow" Podcast, Featuring Tavily In our inaugural episode, David and Carter are joined by Eyal Ben Barouch, head of data & AI at Tavily. A developer-focused podcast episode featuring Tavily where we dive into "the web infra for AI agents", code demonstrations including Tavily "crawl", and discussion about where AI agents are succeeding and failing in the industry. We'll also demonstrate using Tavily in Langflow, a low-code visual IDE for building agentic workflows in your applications. yt:video:N9lGgwvoHxg N9lGgwvoHxg UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-12T05:10:07+00:00 2026-06-18T08:55:18+00:00 AI for Financial Services: Succeeding with Agents and RAG Applications Join us for a session on AI foundations in financial services. How do you know you’re ready to deploy AI in production? Financial Services Institutions must consider everything from security and compliance to mission-critical production. Join us to hear how investment firm, Bay Point Advisors, built a secure, AI-powered investor portal that helps answer investors' questions faster and more accurately with custom responses. Even fund managers who had worked with their portfolios for years were surprised to see the insights! During this session, you’ll learn how to: --Evaluate the critical steps to ensure AI deployments in financial services are secure and compliant --Leverage enterprise data sources (like hundreds of PDFs) to build smarter customer-facing applications --Use advanced RAG to deliver custom, accurate answers --Simplify deployment by leveraging a serverless architecture on Azure - cutting down on infrastructure overhead This session is packed with hands-on insights for CTOs and architects who are navigating RAG pipelines, embedding strategies, and real production infrastructure with an eye toward the future. Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs yt:video:i2IbEWn_GOE i2IbEWn_GOE UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-11T05:13:02+00:00 2026-05-29T22:26:44+00:00 Build a Vibe-Coded AI App with Langflow Ever wanted to go from zero to full-stack GenAI - visually and fast? In this livestream, we’re rebuilding a resume generator app (ResumAI but with a twist. We’ll walk through how to use Langflow as the backend and Vibe Coding to wire it up to a modern, lovable frontend. You’ll see how to prototype, connect flows to UIs, and even give the app a design glow-up using tools like Cursor and Lovable. Whether you’re a dev looking to ship faster or just curious how Langflow powers real apps, this is a great one to catch. What you’ll learn: Build and connect Langflow flows as an AI backend Use vibe coding to wire up a working frontend Modernize your UI live—make it clean, usable, and shareable LIVESTREAM RESOURCES: Langflow Discord: https://discord.com/invite/pwJEwqrb Top 10 VIBE CODING TIPS: https://www.youtube.com/watch?v=L4Pe8MMhgsg Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs yt:video:t_mZ84-B-5Y t_mZ84-B-5Y UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-05T19:48:15+00:00 2026-07-07T20:13:21+00:00 Top 10 Vibe Coding Tips for AI-Powered Development Welcome to the era of vibe coding—where AI agents help you build faster, but coding fundamentals matter more than ever. In this episode, David Jones Gilardi, Developer Relations Engineer at DataStax, shares his top 10 tips for coding with AI. Whether you're pair-programming with agents or building GenAI apps, these practices will help you stay in control, write better code, and avoid the common pitfalls of vibe coding. 🔥 What you'll learn: ➡️ Why frequent commits are critical when working with agents ➡️ How to structure code to avoid token overload ➡️ Automating tasks with smart scripting ➡️ Preventing destructive changes with pre-commit testing ➡️ Getting second opinions from different AI models ...and more! 🛠️ Build better with GenAI. Subscribe for more real-world GenAI developer tips. #GenAI #VibeCoding #AIagents #Langflow #DataStax #DevRel #CodingTips Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs ⏱️ Chapters 00:00:00 – Intro: Why vibe coding still needs discipline 00:00:19 – Tip 1: Commit frequently 00:00:57 – Tip 2: Modular code 00:01:36 – Tip 3: Use a to-do list 00:02:18 – Tip 4: Regular code audits 00:02:34 – Tip 5: Pre-commit testing 00:03:07 – Tip 6: Set rules for your agent 00:03:52 – Tip 7: Automate with scripts 00:04:10 – Tip 8: Interact with your agent 00:04:46 – Tip 9: Learn as you go 00:05:17 – Tip 10: Get a second opinion _________ yt:video:EO1FEpN4O_0 EO1FEpN4O_0 UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-06-05T11:02:51+00:00 2026-05-21T19:03:32+00:00 Build a RAG app with Firebase Genkit and Astra DB Interested in building more intelligent chatbots? This session explores how to implement Retrieval-Augmented Generation (RAG) using Firebase Genkit and Astra DB. We'll walk through how Genkit simplifies the process of developing GenAI applications by providing helpful tools for managing models, prompts, indexers, and retrieval. We'll guide you through the essential steps of setting up your application, creating an Astra DB database, and configuring Genkit. You'll see how to bring in web data, set up indexing processes, and use the Genkit interface for testing. We'll then demonstrate how to create a RAG flow to pull relevant information from your database and generate responses using the Gemini 2.0 Flash model. Discover how straightforward it can be to build effective RAG applications with Genkit and Astra DB. During this session, you’ll learn: How to get started with Genkit How to build and test RAG components with Astra DB How to integrate Genkit flows into your application Livestream Resources: Free Astra Account: dtsx.io/3FFZDbR Genkit Docs:https://genkit.dev/ Astra DB plugin for Genkit: dtsx.io/3ZfYKgI Blog - Build a RAG Chat App with Genkit: dtsx.io/3Zh3gf3 Connect with Phil on LI: dtsx.io/4bq4o4N Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs yt:video:xnyawj1mYrE xnyawj1mYrE UCAIQY251avaMv7bBv5PCo-A DataStax Developers https://www.youtube.com/channel/UCAIQY251avaMv7bBv5PCo-A 2025-05-29T04:05:11+00:00 2026-07-22T02:21:06+00:00 Power Hybrid Search + Chat in Your App See how to upgrade your application’s search from basic filters to powerful, meaning-aware discovery. In this interactive code walk-through, you’ll see exactly how to wire up DataStax Astra DB’s Data API, unlock semantic search with $vectorize, combine the best of both worlds with $hybrid, and then drop in a Langflow-powered chatbot for interactive product recommendations - all with minimal code changes. What You’ll See Built Live --Data API Fundamentals – See category-and-tag filtering using simple MongoDB-style queries in Node.js. --Semantic Search with $vectorize – Upgrade your search to understand meaning, freeing your users from pre-defined categories and tags. --Hybrid Search with $hybrid – Fuse semantic similarity and keyword relevance via findAndRerank for precision results. --Drop-In Langflow Chatbot – Embed a conversational layer with just a few lines of code—no heavy refactoring required. Each step is demonstrated using our GitHub repo, so you can clone afterward and repeat every change at your own pace. Additional Resources: - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs