Beyond Vector Search: Building High-Precision Hybrid RAG Pipelines
Learn how to build high-performance RAG pipelines using hybrid search, Reciprocal Rank Fusion (RRF), and LLM reranking to boost retrieval accuracy.
Tag llm
PentestGPT: Revolutionizing Automated Penetration Testing with LLMs
Discover how PentestGPT uses a multi-module architecture to solve context drift in automated penetration testing and boost performance by 228%.
Mastering Codebase Context with Code2Prompt
Stop manually copying code. Use Code2Prompt to transform entire repositories into structured, token-optimized prompts for ChatGPT and AI agents.
Mastering Repomix: The Ultimate Tool for Packing Codebases for AI
Learn how to use Repomix to pack your entire codebase into a single, AI-optimized file for Claude, ChatGPT, and more. Boost LLM context efficiency.
Headroom: The High-Performance Compression Layer for AI Agents
Stop wasting tokens on logs and JSON. Learn how Headroom compresses agent context locally to slash LLM costs without losing reasoning capabilities.
Streaming Massive MoE Models: Running DeepSeek-V4 in RAM
Learn how to run 284B parameter MoE models like DeepSeek-V4 on consumer hardware by streaming weights from NVMe storage using pure C.
Orchestrate Local LLM Clusters with NVIDIA Personal AI Router (PAIR)
Orchestrate local LLM workloads across a network. NVIDIA PAIR enables mixed-OS clusters and automatic engine setup for distributed AI workflows.
PXA the Set-and-Forget LLM Engine for Pascal and Volta
Stop wrestling with manual LLM tuning. PXA is a set-and-forget engine for Tesla P100, V100, and 1080 Ti. Run massive MoE models on legacy hardware.
Lemonade 11.5.0: Mastering Intelligent Model Routing and AI Workflows
Discover Lemonade 11.5.0: New intelligent model routing policies, server-side job engines, ModelScope support, and MCP client capabilities for local AI.
Anthropic Cybersecurity Skills: A Massive Library for AI Security Agents
Bridge the security talent gap using a massive library of 817 structured cybersecurity skills for AI agents, mapped to MITRE and NIST frameworks.