PinnedBuild a Customer Support Assistant with Llama3.1Use LLM Agents and Amazon Bedrock to Solve Customer Queries with AI: A Guide to Building and Deploying a Support Assistant with Llama3.1Aug 19, 2024Aug 19, 2024
PinnedHow to Build an Intelligent QA Chatbot on your data with LLM or ChatGPTWelcome to the world of intelligent chatbots empowered by large language models (LLMs)!Jul 2, 20234Jul 2, 20234
PinnedHow to make a Recommender System Chatbot with LLMsMake a session based apparel recommender system chatbot based on open source large language models or openai ChatGPTNov 13, 20233Nov 13, 20233
Neural Networks and LLMs for Time Series ForecastingHarnessing Deep Learning and LLMs to Predict the Future with Time Series DataMay 2May 2
LLM Cache: The Secret Weapon You’re OverlookingDiscover how LLM Caching can supercharge your AI performance and slash response times by up to 80%!Jul 28, 2024Jul 28, 2024
Deploy LLM with vLLM on SageMaker in only 13 lines of codeEffortless deployment of HuggingFace models in production on SageMaker endpoint with streaming output.Jul 11, 20241Jul 11, 20241
Use Sentence Transformers in AWS Lambda with EFSA simple method for generating sentence embeddings for your applications using SentenceTransformer in AWS Lambda with EFS.May 12, 2024May 12, 2024
How to Productionize Large Language Models (LLMs)Understand LLMOps, architectural patterns, how to evaluate, fine tune & deploy HuggingFace generative AI models locally or on cloud.Mar 27, 20246Mar 27, 20246
Deploy Kubernetes cluster on AWS EC2 instancesBootstrap single control plane cluster on EC2 instance using kubeadm. Latest version with fix for ‘pod sandbox changed’ error.Dec 22, 20237Dec 22, 20237
Streamline AI/ML Project Documentation on Jupyter notebook & ReadTheDocsAutomate Jupyter Notebook Conversion with Sphinx on ReadTheDocs and never worry about documentation againSep 17, 2023Sep 17, 2023
