Anix Lynchgozeroshot.dev·Dec 12, 2024Learn LLMOps through ChatwithPDF case studyThis standard "Chat with PDF" app provides a great baseline for understanding and applying these tools effectively! Sample Case: Chat with PDF 1. Problem Statement Enable users to upload a PDF and ask questions about its content using an LLM. 2. Key...#llmops
Gareth Robertshyperpriors.io·Nov 1, 2024How to Select the Most Suitable LLMIntroduction In this article, we delve into the fascinating world of Large Language Models (LLMs), which are advanced AI systems designed to understand and generate human-like text. These models have revolutionized the way we interact with technology...re-training
Frank Shenfrankshen.hashnode.dev·Sep 18, 2024How to build a LLM Fine-Tune systemLarge Language Models (LLMs) trained on extensive generic corpora excel in general AI tasks. However, their performance may not always align with specific business needs, leading to reduced accuracy. Full fine-tuning (instruction fine-tuning) can enh...134 readsllm
Shubham Sahushubhamsahu08.hashnode.dev·Sep 3, 2024Set up End-to-End LLMOps Pipeline with Prompt Flow, OpenAI Studio & GitHub ActionAzure Machine Learning allows you to integrate with GitHub Actions to automate the machine learning lifecycle. Some of the operations you can automate are: Running Prompt flow after a Pull Request Running Prompt flow evaluation to ensure results ar...46 reads#llmops
Edward Hublog.vextapp.com·Jun 6, 2024Vext v1.10: Media File Link as Data Source, Multi-File Upload, and MoreWe are excited to announce the release of Vext v1.10, which focuses on improvements to enhance your overall experience. New Feature Add Media Link You can now add custom public video links, YouTube, and Vimeo as data sources: Custom Public Video Lin...111 readsllm
Edward Hublog.vextapp.com·May 21, 2024Vext 1.9: Custom Input & Output Parameters, Slack Integration, Open AI GPT 4o, and MoreWe are excited to announce the release of Vext 1.9, packed with features designed to give you even more control and flexibility over your AI projects (LLM pipeline). This update brings significant enhancements, including custom input and output param...86 readsllmpipeline
Edward Hublog.vextapp.com·Mar 27, 2024Vext v1.6: Enhanced LLM Project Endpoint, Better Logging, New Model, and MoreOur development cycle is around 2 weeks per sprint, and we really packed as much improvement into this one as possible! We're thrilled to announce the release of Vext v1.6, a significant leap forward in enabling developers and businesses to max out t...67 reads#llmops
Edward Hublog.vextapp.com·Mar 14, 2024Vext v1.5: New Models and ImprovementsExciting news – we’ve rolled out v1.5! It’s jam-packed with the latest LLMs from the biggest names in AI. Now, you've got the power of high-end AI tech right at your fingertips, all without the hassle of managing complex AI systems. Let’s check out w...85 reads#anthropic
Deactivated Usermonteloai.hashnode.dev·Mar 13, 2024Monitoring LLMs with Montelo & the Vercel AI SDKThe Vercel AI SDK is a library designed to help developers build conversational streaming user interfaces in JavaScript and TypeScript. It makes it really easy to build ChatGPT-like interfaces. If you haven't already, read the docs or watch this vide...45 readsAI
Bobur Umurzokovboburadvocate.hashnode.dev·Nov 20, 2023How to use LLMs for real-time alertingReal-time alerting with Large Language Models (LLMs) like GPT-4 can be useful in many areas such as progress tracking for projects (e.g. notify me when coworkers change requirements), regulations monitoring, or customer support (notify when a resolut...1 like·35 readsllm
