Anote

Listen in to Anote - Break Through Tech Team 1A's Presentation on Fine Tuning LLMs (video recording here): https://lnkd.in/eaMM8UTN This presentation focused on developing fine-tuned large language models to extract numerical information from financial data, utilizing private or local LLMs like Llama. This approach incorporates distillation and quantization techniques to enhance runtime performance while maintaining accuracy and security.

Really enjoyed Aisha Ahmad's presentation yesterday. It got me thinking of a future where there could be autonomous AI coding agents, capable of automatically and iteratively generating feature requests, implementing code, and pushing updates to a GitHub repository in a recursive workflow. Enjoyed learning more about multi-agent AI frameworks like CrewAI and AutoGPT, and how they can be used to orchestrate teams of agents to collaborate effectively. For this project, there was a: Product Manager Agent: Identifies and defines new feature requests based on user needs or system analysis. Software Engineer Agent: Implements the code, creates pull requests, and resolves issues autonomously. Engineering Manager Agent: Conducts code reviews, ensures quality compliance, and merges approved changes. There was a demo of the product working in practice. Here is a link to this talk: https://lnkd.in/e58wDJPR

Listen in to Anote - Break Through Tech Team 1B's Presentation on Multimodal RAG Systems (video recording here): https://lnkd.in/e7GpJAgi This presentation introduces a Multimodal Retrieval-Augmented Generation system designed for comprehensive data processing. The system integrates Whisper for audio-to-text transcription, a Residual CNN for image-to-text conversion, and a custom neural network for video-to-text transformation. These multimodal processing capabilities are unified within a chatbot interface, enabling users to upload diverse file formats—including text, image, video, and audio—and receive accurate, context-aware answers to their queries.

Exploring Creativity with Your Digital Twin by 🎗️Hadas Frank Learn how to create a podcast with your own digital twin. In this unique and creative session, Hadas shared how AI unlocks new possibilities for storytelling and self-expression. 📹 Watch the full recording here: https://lnkd.in/eWPH6vQp

Groq’s Secret to 10x Faster LLMs by John Barrus John Barrus shared how Groq is revolutionizing AI with its innovative chip technology. By leveraging SRAM, high-performance chip-to-chip communication, and deterministic execution, Groq’s approach delivers speeds 10 times faster than traditional GPUs. Dive into this session to explore how Groq is transforming AI applications. 📹 Watch the recording here: https://lnkd.in/eWPH6vQp

🌟 Chatbot on 10-Ks 🌟 🎓 Speaker: Soumya Goondla, Product Manager at Anote 📚 Topic: Chatbot on 10-Ks for Financial Analysts Chatbots can revolutionize how financial analysts extract insights from 10-K reports. Soumya Goondla showcases this powerful tool, designed to enhance your financial analysis. 📑 View Slides: https://lnkd.in/gFa3ydwR 🎥 Watch Presentation: https://lnkd.in/gJRjfSxB Transform your financial analysis with AI-powered chatbots. Watch now!

Going from Idea to Product Requirements by Ze'ev Abrams From Idea to Execution in Under 10 Minutes! Ze’ev Abrams demonstrated how AI tools can accelerate the journey from a simple idea to full product documentation. Using Iteraite’s platform, he showcased how to quickly create PRDs, Pitch Decks, Lean Canvases, and User Personas—all with dynamic feedback. 📹 Watch the demo recording here: https://lnkd.in/eWPH6vQp

Evaluations Driving Fine-Tuning by Julian Norton Discover the Power of Real-Time Model Training! Plum is reshaping the way we approach LLM applications. In Julian Norton’s insightful session, he introduced Plum, a developer tool that not only measures quality but also fine-tunes models in real-time to align with business expectations. Learn how optimized data generation is transforming the future of AI👇 📹 Watch the full recording here: https://lnkd.in/eWPH6vQp

🌟 Document Classification 🌟 🎓 Speaker: Catherine Wang, Product Manager at Anote 📚 Topic: Document Classification Example Document classification simplifies data management. Catherine Wang demonstrates a practical example, showing how AI can categorize documents efficiently. 📑 View Slides: https://lnkd.in/gwfUuu6C | 🎥 Watch Presentation: https://lnkd.in/gwvdUd2X Improve your data management with document classification. Watch now!

🌟 Private Chatbot SDK 🌟 🎓 Speaker: Aarya Sangeeth, Machine Learning Engineer at Anote 📚 Topic: Private Chatbot Software Developer Kit The Anote SDK for private chatbots enables developers to build secure communication tools. Aarya Sangeeth presents how this SDK can empower your development projects. 📑 View Slides: https://lnkd.in/gkYgFYb2 | 🎥 Watch Presentation: https://lnkd.in/gQivY5yA Secure your communication projects with the private chatbot SDK. Watch now!