Generative AI Ethics
Key Considerations in the Age of Autonomous Content- 29292Murphy ≡ DeepGuide
The Urgent Need for Responsible Use of Generative AI
Why scale, personalisation, unclear provenance, and diffusion of AI-generated content require us to act now- 22511Murphy ≡ DeepGuide
How to Measure the Success of Your RAG-based LLM System
Including a new novel method for judging answers with a qualitative score and detailed explanation.- 26758Murphy ≡ DeepGuide
Tackle Complex LLM Decision-Making with Language Agent Tree Search (LATS) & GPT-4o
Enhancing LLM Decision-Making: Integrating Language Agent Tree Search with GPT-4o for Superior Problem Solving- 29878Murphy ≡ DeepGuide
Automated Prompt Engineering: The Definitive Hands-On Guide
Learn how to automate prompt engineering and unlock significant performance improvements in your LLM workload- 21873Murphy ≡ DeepGuide
Building a Multilingual Multi-Agent Chat Application Using LangGraph – Part I
In this 3-part series, learn how to build a RAG-based, multilingual, agentic chat application to streamline tasks at workplaces- 29489Murphy ≡ DeepGuide
Benchmarking Hallucination Detection Methods in RAG
Evaluating methods to enhance reliability in LLM-generated responses.- 22993Murphy ≡ DeepGuide
How I Streamline My Research and Presentation with LlamaIndex Workflows
An example of orchestrating AI workflow with robustness, flexibility and controllability- 21739Murphy ≡ DeepGuide
Key Insights for Teaching AI Agents to Remember
Recommendations on building robust memory capabilities based on experimentation with Autogen's "Teachable Agents"- 21178Murphy ≡ DeepGuide
Generating Images with Stable Diffusion and OnnxStream on the Raspberry Pi
Learn how to use OnnxStream to generate images with Stable Diffusion XL Turbo on the Raspberry Pi!- 28373Murphy ≡ DeepGuide
Cypher Generation: The Good, The Bad and The Messy
Methods for creating fine-tuning datasets for text-to-Cypher generation.- 27153Murphy ≡ DeepGuide
How to Find the Best Multilingual Embedding Model for Your RAG
Optimize the Embedding Space for Improving RAG- 22722Murphy ≡ DeepGuide
The Death of the Static AI Benchmark
Benchmarks are often hailed as a hallmark of success but recent research studies and industry grumblings are casting doubt about their...- 25353Murphy ≡ DeepGuide
The Business Guide to Tailoring Language AI
A Framework for Unlocking Custom LLM Solutions You'll Understand- 28974Murphy ≡ DeepGuide
How To Use Generative AI and Python to Create Designer Dummy Datasets
A Simple Guide for Practical Applications- 23451Murphy ≡ DeepGuide
How to Make the Most Out of LLM Production Data: Simulated User Feedback
A novel approach to use production data to simulate user feedback for testing and evaluating your LLM app.- 27549Murphy ≡ DeepGuide
Building a RAG chain using LangChain Expression Language (LCEL)
Learning the building blocks of LCEL to develop increasingly complex RAG chains- 20664Murphy ≡ DeepGuide
Callbacks and Pipeline structures in LangChain
Learn about the structure of LangChain pipelines, callbacks, how to create custom callbacks and integrate them into your pipelines for...- 25768Murphy ≡ DeepGuide
Meta Llama 3 Optimized CPU Inference with Hugging Face and PyTorch
Learn how to reduce model latency when deploying Meta* Llama 3 on CPUs- 28566Murphy ≡ DeepGuide
The 4 new trendy AI concepts, and their potential in digital products
Prompting, fine-tuning, RAG, and agents- 24605Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag