Evaluating AI Agents: A Comprehensive Guide to Reliable Assessment
This post was co-authored with Karan Singh, Head of Partnerships at LangChain.
Understanding the Challenges of...
Comprehensive Observability for Large Language Models in Production with Amazon SageMaker AI Inference
Understanding the Importance of Observability in LLM Deployment
Two Dimensions of LLM Observability:...
Building an Azerbaijani Language Model: Optimizing Training with Open Source Tools and AWS
Acknowledgments
Introduction to the Challenge
Solution Overview
Stage 1: Tokenizer Development
Stage 2: Continued Pre-training (CPT)
Stage...
Enhancing Accuracy in AI-Generated Responses: A Guide to Hallucination Detection in Retrieval Augmented Generation (RAG) Systems
Understanding Hallucinations in AI: The Need for Robust Detection...
Securing Workload Automation: Risks, Best Practices, and Real-World Insights
This heading encapsulates the content's focus on the security vulnerabilities and best practices related to workload...
Safeguarding Generative AI: Combatting Indirect Prompt Injections with Amazon Bedrock
Ensuring Security and Reliability in AI Interactions
Understanding Indirect Prompt Injection: Risks and Implications
Strategies for Mitigating...
Understanding Workload Automation (WLA) Migration: Best Practices and Vendor Approaches
In this section, we explore the critical aspects of migrating to modern workload automation solutions,...
Exploring the Receptive Field of Deep Convolutional Networks: From Human Vision to Deep Learning Architectures
In this article, we delved into the concept of receptive...
Building a Scalable Retrieval Augmented Generation (RAG) Data Pipeline on LangChain with AWS Glue and Amazon OpenSearch Serverless
Large language models (LLMs) are revolutionizing the...
Debugging, Logging, and Schema Validation in Deep Learning: A Comprehensive Guide
Have you ever found yourself stuck on an error for way too long? It...
Optimizing Model Training with Amazon SageMaker: A Guide to Choosing the Right Option for Your Business
Customizing Foundation Models with Amazon SageMaker: A Cost-Effective Solution
In...