Blockchain Development with Hyperledger Firefly
Explore Hyperledger Firefly, an open-source platform simplifying blockchain application development for safe and scalable solutions. Learn about Hyperledger's suite of enterprise-grade frameworks and tools.
Aries VCX: Introduction to Decentralized Identity Framework - March 30, 2023
Explore Aries VCX, a framework for building decentralized identity solutions. Learn about its features, capabilities, and potential applications in enterprise-grade blockchain deployments.
Enabling CBDC and FinTech Use Cases with Hyperledger Iroha
Explore Soramitsu's blockchain solutions for CBDCs and fintech, including Hyperledger Iroha's role in enabling financial inclusion and cross-border payments.
Building Production Copilots - Part 2
Explore UI paradigms, design patterns, and challenges of production copilot systems embedded in SaaS applications leveraging LLMs and generative AI models.
It Worked When I Prompted It - Challenges in LLM Production Deployment
Explore challenges and solutions for deploying LLMs in production, covering design patterns, vector databases, reliability enhancement, and cost management strategies.
Create a Contextual Chatbot with LLM and Vector Database in 10 Minutes
Learn to build a contextual chatbot using LLM and vector database, exploring embedding, search, and answer generation with Langchain.
Unleashing Code Completion with LLMs - Learning from Building Code Suggestions
Explore code completion with LLMs, covering model selection, infrastructure, evaluation, and cost considerations. Gain insights into building effective AI-assisted coding tools.
Considerations and Optimizations for Deploying Open Source LLMs at Your Company
Explore best practices for secure, reliable, and scalable open-source LLM deployments in enterprise settings.
Preemption Chaos and Optimizing Server Startup for LLMs in Production - Part 2
Optimize GPU costs and improve uptime by leveraging preemptible instances for LLM services, overcoming challenges and maximizing savings.
MLOps LLM Stack Hackathon Winner - Visualizing MLOps Community Trends
Explore MLOps community trends through interactive tools visualizing Slack message content, presented by open-source contributor and LangChainGo maintainer Travis Cline.
Unlocking Real-World LLM Use Cases - Techniques for Accurate Results
Explore real-world LLM applications, overcome limitations, and leverage techniques like RAG to ground results. Learn to bridge LLMs with enterprise Gen AI apps using vector-supported databases.
Evaluating LLMs for AI Risk - Techniques for Red Teaming Generative AI
Explore cutting-edge techniques for red-teaming generative AI and building validation engines to probe models for security, ethics, and safety issues. Learn a framework to manage AI risk across the model lifecycle.
The State of Open Source AI: Deployment Engines, Licenses, and Hardware
Explore the latest in open-source AI: deployment challenges, evolving licenses, and hardware advancements. Gain insights into project maintenance, permissive architectures, and improving software portability for AI development.
Navigating via Retrieval Evaluation to Demystify LLM Wonderland
Explore retrieval evaluation's crucial role in LLM applications, focusing on its impact on response quality. Delve into the link between retrieval accuracy and answer quality, emphasizing thorough evaluation methods.
Fine-Tuning LLMs: Helix for Text and Image AI Models
Explore Helix for fine-tuning text and image AI using open-source models. Learn about challenges in creating a fine-tuning service platform from a software infrastructure expert.
Building Conversational AI Agents with Voice
Discover tips for creating conversational AI agents with voice, focusing on user experience. Learn from a Deepgram product manager about building effective speech-to-text interactions.
Solving LLM Data Problems with Vector Databases - Part 2
Explore vector databases' role in LLM apps, focusing on solving data issues and democratizing access to this technology for efficient billion-scale vector search.
Enabling Defense Missions with Local LLMs - Part 2
Explore LeapfrogAI, an open-source toolkit for deploying and managing LLMs in sensitive, regulated environments, addressing challenges in defense missions and air-gapped systems.
Taming AI Product Development Through Test-driven Prompt Engineering
Explore test-driven development's crucial role in prompt engineering for AI systems. Learn to create reliable, predictable AI products through effective TDD practices.
Building a Python-Centric Feature Platform to Power Production AI Applications
Explore Tecton's journey in developing a Python-based platform for powering large-scale real-time AI applications. Learn about reliable solutions for productionizing AI using only Python skills.
Productionizing Health Insurance Appeal Generation - AI in Production
Explore fine-tuning models for health insurance appeals, cloud resource utilization, and on-premises Kubernetes deployment. Learn about unexpected challenges in server setup and graphics card installation.