Most Popular
3,528 documents
RAG Evaluation Frameworks: Comprehensive Analysis for VERA
Surveys RAG evaluation frameworks and metrics, focusing on grounding verification for a verification engine called VERA.
AI-Generated Short-Form Video Platform
Defines a modular SaaS pipeline that transforms uploaded MP4 videos into polished short-form clips using AI agents and human review.
Session 1 Agenda: Foundations + Setup
Schedules a 110-120 minute teaching session covering tech stack, RAG, knowledge base setup, and agent customization for a multi-agent email system.
Claude Tool Use (Function Calling) Documentation
Teaches how to define and use Claude tool use (function calling) with Python, including schema rules, execution patterns, and best practices.
Devin Triage Playbook
Defines a 7-phase automated triage playbook for Devin to analyze alerts, find root causes, implement fixes, and notify teams.
GitHub Search Tools
Documents five GitHub search endpoints (repositories, code, issues, pull requests, users) with query syntax, examples, and strategies for research and contribution.
MCP Server Specification: Grok Discussion Server
Specifies a production-ready MCP server for multi-turn discussions with Grok-4 AI, including context gathering, baseline generation, and session management.
Topic: Evaluation & Benchmarking
Surveys evaluation and benchmarking for LLMs, covering metrics, methods, pipelines, and trade-offs across offline and online settings.
ArbitragePro Configuration Guide: Complete Setup and Deployment
Guides you through installing, configuring, and deploying a multi-chain Rust arbitrage trading bot across EVM and Solana networks.
AI Agent Platform as a Service — High-Level Design
Defines a vendor-neutral high-level design for a multi-tenant AI agent platform with separate control and runtime planes.
Skill: Google Stitch for Content Visuals (MCP-Integrated)
Defines when and how to use Google Stitch via MCP to generate visual concepts like carousels, banners, and email templates from text prompts.
Python Development Environment Setup with Ruff
Defines a complete Python development environment using Ruff for linting and formatting, with pytest, mypy, pre-commit hooks, and VSCode configuration.
Core principles
Defines 7 Jina AI APIs with endpoints, schemas, examples, and integration rules for building search and classification pipelines.
Claude AI Git Workflow Integration
Recommends using the git-ai-commit CLI tool for AI-generated commit messages instead of manual ones.
Salesforce Lightning Types and Agent Actions Pattern
Documents three undocumented Salesforce patterns for custom Lightning Types, Connect API prompt template calls, and Apex resources in Prompt Builder.
CLAUDE.md
Guides Claude Code with Docusaurus v3 build commands, multi-instance docs architecture, and deployment to GitHub Pages.
Media Handling Playbook - Zyeuté v3
Documents upload, storage, optimization, delivery, and edge-case handling for images, videos, and audio in a social app.
Manage After Effects
Defines 8 action types and a JSON config format to automate After Effects composition building, rendering, and diagnostics from the command line or Python.
📈 Trading RAG Mentor
Answers trading questions using your own video transcripts via a RAG pipeline with ChromaDB, LangChain, and a choice of Groq or Ollama LLMs.
Memory Connector - Application Specification
Specifies a personal memory management system with AI enrichment, offline sync, and cost controls.
Chloe 部署文档
Guides you through deploying an enhanced SillyTavern fork with direct, Docker, and reverse-proxy setups, plus security hardening and troubleshooting.
LLM Judge — Setup & Operations
Explains how to enable and configure a three-tier LLM judge cascade for prompt-injection detection, with shadow-mode rollout and golden-set calibration.
Evaluation Harness (Offline + Online)
Defines a structured process for offline and online evaluation of LLM prompts, models, and retrieval configs using golden, adversarial, and live datasets.
How to Add Resources to Your FastMCP Server
Teaches how to add static and dynamic MCP resources to a FastMCP server, with six ready-to-copy examples for a GitHub crawler.