Innovating with Open Generative AI - Llama Models and AI Chatbot Development
Explore open generative AI and Llama models' impact. Learn to build AI chatbots with LangChain, leverage the Llama ecosystem, and deploy AI responsibly using Purple Llama components.
Building Chatbots with Microsoft Power Virtual Agents - A Step-by-Step Tutorial
Master no-code chatbot development with Microsoft Power Virtual Agents through hands-on guidance in building intelligent conversational bots, automating tasks, and managing customer interactions effectively.
Deploying Large Language Models on Kubernetes Environments for Intelligent Applications
Master the deployment of Large Language Models on Kubernetes, enabling intelligent applications with chatbots for documentation interaction and operational tasks like anomaly detection.
PDL: A Declarative Language for Smarter and Faster LLM Programming
Discover how PDL revolutionizes prompt programming with a declarative YAML-based approach, enabling modular, reusable patterns for enhanced LLM interactions and sophisticated application development.
Improving Sales and Customer Experience Using Chatbots for Hotel Booking Recommendations
Discover how to leverage chatbots and language models to enhance hotel bookings, improve customer experience, and boost sales through controlled information flow and personalized recommendations.
AI Chats: The Conundrums of Business Integration
Explore challenges and solutions for integrating AI chatbots in business, focusing on practical implementation and overcoming common obstacles.
Building Chatbots with Retrieval-Augmented Generation Techniques
Explore advanced techniques for building chatbots using retrieval-augmented generation, focusing on biomedical applications and improving search capabilities.
Relevance in the Age of Generative Search - Haystack US 2023 Keynote
Explore the integration of generative AI in search, covering strategies, code examples, and the balance between AI capabilities and traditional relevance techniques for accurate results.
Relevance in the Age of Generative Search - Haystack US 2023 Keynote
Explore strategies for integrating generative AI and language models into search applications, balancing accuracy and relevance while leveraging new capabilities in the evolving search landscape.
Why RAG Projects Fail and How to Make Yours Succeed
Explore common pitfalls in RAG projects and learn strategies to ensure success. Gain insights on project organization, execution, and overcoming challenges in implementing chatbots and QA systems.
Prompt Engineering - Chat with Confidence and Build AI Solutions
Discover best practices for prompt engineering, learn to chat confidently with LLMs, and explore AI solution examples in this introductory-level talk.
Building RAG Systems with Mixed Numeric and Text Data - Workshop
Learn to build high-performing RAG systems by combining numeric and text data embeddings. Explore efficient retrieval techniques for LLMs and improve chatbot performance using an HR policy example.
Practical Applications of Generative AI: Building a Chatbot for Document Q&A
Explore Retrieval Augmented Generation to build chatbots that answer questions about unseen documents, leveraging the power of Generative AI and Large Language Models.
Integrating the Gemini API in Android - Android Build Time
Explore integrating Gemini API in Android apps. Learn about chatbot personas, user engagement, and leveraging GenAI features like summarization, multimodal capabilities, and function calling.
The Value of AI-Powered Conversational Agents in Digital Strategy - Part 1
Explore the role of AI-powered conversational agents in retail banking, focusing on their impact on client interactions and digital strategy success.
3 Ways to Make a Custom AI Assistant: RAG, Tools, and Fine-tuning
Explore three methods to create custom AI assistants using OpenAI: GPTs, Assistants API, and Fine-tuning API. Learn to build a YouTube comment responder through practical demonstrations.
Building a Chatbot with Unify - Webinar 01
Learn to build an interactive ChatBot using Unify, exploring Synchronous and Asynchronous clients and integrating with various LLMs for dynamic AI conversations.
Curate Training Data via Labeling Functions - 10 to 100x Faster
Accelerate data labeling for AI models using programmatic techniques. Learn to capture SME knowledge, improve label accuracy, and explore real-world use cases in banking, pharma, and healthcare.
Is RAG All You Need? A Look at the Limits of Retrieval Augmented Generation
Explore RAG's strengths and limitations in LLMs, examining its effectiveness for different applications and discussing alternative approaches for improved output quality.
Conversation Simulator: A Real Life Case Leveraging OpenAI's API for Crisis Text Line
Explore a conversation simulator leveraging OpenAI's API for crisis response training, reducing anxiety for new responders and enhancing support for people in crisis.
Drupal DXP Meets AI: Unlocking the Full Potential of Digital Experiences
Explore AI integration with Drupal DXP to enhance personalization, chatbots, analytics, and content management. Learn best practices, challenges, and strategies for leveraging AI in digital experiences.