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AI - Supercharge Programmability Unveiling the power of AI and ML Man looking at AI Innovations https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/AI-man-looking-at-code.jpg Artificial Intelligence (AI) has emerged as a transformative technology of our era and has begun reshaping our life and work, offering numerous AI use cases across industries. Cisco already harnesses AI-powered capabilities across its product and customer service portfolio and is leading innovation for AI-ready infrastructure. Here, you can find information about Cisco products that utilize machine learning technologies. We discuss topics regarding Predictive AI, Generative AI, and AI API of Cisco solutions and third-party organizations. link-to Stay in touch #registerform-stay-in-touched Cisco AI and ML #ciscoaiml Cisco AI Assistants #ciscoaiassistants Generative AI #generativeai

contentaiml LLMs and Predictive AI Generative vs Predictive AI: Differences & Use-Cases Look inside the “black-box” AI and understand when to use generative AI and predictive AI algorithms. Watch https://www.youtube.com/watch?v=wuRvYoDZlYI sss https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/gen-vs-predictive.png Cisco AI Assistant API In this stream, we will overview Cisco AI Assistant API. Discover how to integrate Cisco AI Assistant for Security with AI Agent or use it in your apps. Watch https://www.youtube.com/watch?v=eCVq5nAasO0 sss https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/Cisco-AI-Assistant-API.png New AI-Driven Semantic Search and Summarization at DevNet This post explores the capabilities of our new Semantic Search and Summarization feature, which can transform your information discovery and synthesis workflows. Read https://blogs.cisco.com/developer/new-ai-driven-semantic-search-and-summarization sss https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/AI-Cisco-security.png responsibleai Responsible AI Responsible AI Principles Cisco Principles for Responsible Artificial Intelligence. Read https://www.cisco.com/c/dam/en_us/about/doing_business/trust-center/docs/cisco-responsible-artificial-intelligence-principles.pdf sss https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/AI-robot-and-woman.jpg The Cisco Responsible AI Framework Security by Design / Human Rights by Design / Privacy by Design for personal data and consequential decisions. Read https://www.cisco.com/c/dam/en_us/about/doing_business/trust-center/docs/cisco-responsible-artificial-intelligence-framework.pdf sss https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/AI-framework-on-hands.jpg

What's New in AI c2-t1 Featured NVIDIA AI Enterprise and NIM In this stream, the discussion will focus on NVIDIA AI Enterprise and NIM inference microservices. Video link-up Watch https://www.youtube.com/watch?v=5pLmRtgLrv8 _blank Using Retrieval-Augmented Generation to make domain-specific agents This video discussed Retrieval-Augmented Generation and how to create domain-specific LLM agents. Video link-up Watch https://www.youtube.com/watch?v=Zn9H1RIPt8Y _blank Transforming DevOps with AI and ML: Innovations and Strategies Explore the transformative impact of integrating Artificial Intelligence (AI) and Machine Learning (ML) with DevOps. Video link-up Watch https://www.youtube.com/watch?v=jyvmkXj2o-8 _blank Cisco Launches $1B Global AI Investment Fund Cisco is launching a $1B global investment fund to expand and develop secure, reliable and trustworthy AI solutions Blog link-up Read https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2024/m06/cisco-launches-1b-global-ai-investment-fund.html _blank Top Takeaways from the Cisco Live 2024 DevNet Zone: AI, Programmability, and More See how Cisco DevNet provides the resources and community automation engineers need to leveraging AI when building smarter, more efficient solutions. Blog link-up Read https://blogs.cisco.com/developer/top-developer-takeaways-from-cisco-live-2024-ai-programmability-and-more _blank Which Programming Language to Choose for AI? Python? C++? Java? JavaScript? R? Julia?... As is usually the case, it depends on your context, methods, and use-case which programming language is right for your AI project. Blog link-up Read https://blogs.cisco.com/developer/which-programming-language-to-choose-for-ai-in-2024 _blank How to Get Started Using LLMs in IT and Network Engineering LLMs can be thought of as the engine of Generative AI. See four use cases for using LLMs in applications specific to IT and network engineering. Blog link-up Read https://blogs.cisco.com/developer/how-to-get-started-using-llms-in-it-and-network-engineering _blank Experience Data Center Efficiency with Cisco's Unified Computing System (UCS) ALearn how Cisco's Unified Computing System (UCS) helps you stand at the forefront of data center energy-saving with attributes and design innovations. Blog link-up Read https://blogs.cisco.com/developer/experience-data-center-efficiency-with-ciscos-unified-computing-system-ucs _blank Create your own API & Code Assistant Understanding RAG with Cisco Catalyst Center. Video link-up Watch https://www.youtube.com/watch?v=7U1LZU2jNyw _blank

https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/case-block-bg.svg Artificial Intelligence and Machine Learning true ciscoaiml Cisco AI and ML At Cisco, we acknowledge AI's transformative power in reshaping the future of technology. Through our AI-powered solutions, we strive to empower businesses and individuals to unlock new possibilities and drive innovation. This chapter contains articles, videos, and sites with information on how Cisco products utilize artificial intelligence and machine learning technologies. https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/case-block-1.svg Site Cisco AI Readiness Index Businesses need to be AI-ready in a way that is flexible, scalable, and provides industry-wide interoperability. Cisco set out to understand global artificial intelligence readiness with the AI Readiness Index assessment, which measures the readiness of companies to deploy AI solutions. Go https://www.cisco.com/c/m/en_us/solutions/ai/readiness-index.html _blank Site AI-ready infrastructure Deliver AI-ready infrastructure everywhere—edge, cloud, data center Go https://www.cisco.com/c/en/us/solutions/design-zone/ai-ready-infrastructure.html Article What is AIOps? AIOps has the potential to transform how NetOps and DevSecOps maintain IT infrastructure. Read /articles/what-is-aiops/ Site Webex Collaboration AI Portfolio AI-driven capabilities that enable hybrid work. Go https://www.webex.com/products/collaboration-ai.html Blog Securing AI: Navigating the Complex Landscape of Models, Fine-Tuning, and RAG This blog discusses how attackers might manipulate and compromise AI systems, highlighting potential vulnerabilities and the implications of such attacks on AI implementations. Read https://blogs.cisco.com/security/securing-ai-navigating-the-complex-landscape-of-models-fine-tuning-and-rag ciscoaiassistants Cisco AI Assistants Virtual assistants have become indispensable in our daily lives. These AI-driven assistants employ natural language processing and machine learning algorithms to comprehend and respond to user inquiries. Various Cisco products now feature assistants that utilize generative AI technologies who to help with policy management, answering questions on logs, and cloud native application security. https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/case-block-2.svg Site Cisco AI Assistant for Security Give Your Firewall Admins Superpowers with the Cisco AI Assistant for Security. Go https://www.cisco.com/c/en/us/products/security/artificial-intelligence-ai.html Site Cisco AI Assistant for Webex Introducing the most advanced generative AI-powered platform for hybrid work and customer experience. Go https://www.webex.ai/ Site An intelligent advisor for your cloud Dive deeper into cloud security needs for your environment. Mitigate GenAI security risks through an LLM security protection suite inside Panoptica. Go https://www.panoptica.app/solutions/cloud-native-application-security-solution#genai generativeai Generative AI Generative AI can help network engineers and infrastructure developers increase their efficiency, troubleshoot issues, handle errors, validate config files, and more. One example of this is large language models (LLMs), a subfield of generative AI, which can produce human-like text based on given prompts. However, generative AI tools are not immune to producing incorrect information and can make mistakes through "hallucinations" or "AI bias." https://pubhub.devnetcloud.com/media/ai-topic-hub-new/site/images/case-block-3.svg Video Simplifying network management with GenAI In this live stream Gabi and NetGru will discuss how to use GenAI to simplify network management using your existing automation workflows and enhance network troubleshooting. Watch https://www.youtube.com/watch?v=aqH1UNsICmw Video Understanding All About Large Language Models | Unmasking AI How does a Large Language Model (LLM) work? Find out all about LLM training, inferencing, vectors, tokens and a bit of history of generative AI. Watch https://www.youtube.com/watch?v=_I2BE6H5eoI Learning lab Explore Generative AI Capabilities This Learning Lab describes how you can use LLMs in your work. Learn /learning/labs/explore-generative-ai/explore-generative-ai-capabilities/ Sample Code Open Telemetry Network This code sample is built to showcase how you AI might assist you in troubleshooting network issues. See repo /codeexchange/github/repo/jillesca/CLEUR-DEVNET-3707 Video Observability for LLM applications, stream with Nir Gazit OpenLLMetry LLM Observability, AI Challenges & Security discussed in this stream. Watch https://www.youtube.com/watch?v=H_Y1dqb0TgU Learning lab Mixtral 8x7B and Llama 3 GenAI models with APIs This Learning Lab introduces you to leading open-source and open-access learning models, such as Mixtral 8x7B and Llama 3. Learn /learning/labs/open-source-llms-api/introduction/ Sample Code API Assistant with Cisco Catalyst Center Create your own API Assistant with Cisco Catalyst Center. See repo /codeexchange/github/repo/flopach/create-your-own-api-assistant-cisco-catalyst-center Learning lab Machine Learning for Network Engineers: Part 1 This Learning Lab introduces the foundational concepts of machine learning (ML) in a format suitable for network engineers. Learn /learning/labs/ml-for-network-engineers-part-1 Blog Cisco API Documentations Is Now Adapted for Gen AI Technologies GenAI users need valid data for their prompts or Vector Databases. See how model output can be more accurate when OpenAPI documents are used as a part of a prompt. Read https://blogs.cisco.com/developer/cisco-api-documentations-is-now-adapted-for-gen-ai-technologies

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