Articles - Page 4

RAG Optimization Techniques: Proven Patterns, Anti-Patterns, and Practical Tips

22-Jun-2025

RAG Optimization Techniques: Proven Patterns, Anti-Patterns, and Practical Tips

Comprehensive guide to improving Retrieval-Augmented Generation (RAG) systems with actionable strategies, common mistakes to avoid, and expert best practices for robust AI applications.

Unified AI Data Architecture for Legal Research: How PostgreSQL, PgVector, and Apache AGE Power Next-Gen Copilots

15-Jun-2025

Unified AI Data Architecture for Legal Research: How PostgreSQL, PgVector, and Apache AGE Power Next-Gen Copilots

A detailed breakdown of the architecture behind the GraphRAG Legal Cases project using Azure Database for PostgreSQL, Apache AGE, and advanced AI/ML services. Learn how vector search, semantic ranking, and graph-based retrieval are combined to deliver high-quality legal research solutions at scale.

Test results for local running LLMs using Ollama AMD Ryzen 7 8745HS

29-May-2025

Test results for local running LLMs using Ollama AMD Ryzen 7 8745HS

Local LLMs Benchmark data on GPU: AMD Ryzen 7 8745HS 16/64 Gb RAM

How to Run LLMs Locally: A Complete Step-by-Step Guide

27-May-2025

How to Run LLMs Locally: A Complete Step-by-Step Guide

Unlock the power of AI on your own hardware with this comprehensive guide to running large language models (LLMs) locally. Learn about privacy, hardware requirements, quantization, and practical tools like LM Studio and Ollama for private, cost-effective, and customizable AI.