All Documents
3,528 documents available
CLAUDE.md
Guides Claude Code to understand a SvelteKit portfolio site deployed to Cloudflare Pages with development commands and architecture.
AGENTS.md
Documents an MCP server for Cairo documentation with Gemini embeddings, Qdrant vector search, and four MCP tools.
Technical Documentation - NanoScope
Documents the architecture, RAG pipeline, fine-tuning process, and performance metrics of a Chrome extension for AI-powered bookmark management and text manipulation.
AoC Puzzle Description and Input Data
Configures HTTP requests to fetch Advent of Code puzzle descriptions and input data from the official website.
AIM AIE 6 Certification Challenge: AI-Driven Blog Chat Component
Proposes an AI chat assistant for a technical blog, covering problem definition, data collection, chunking, embedding fine-tuning, and evaluation results.
General Usage
Documents Active Directory's range retrieval for LDAP attributes with many values, providing a helper class to page or fetch all values.
Basic Parameter Retrieval
Documents three functions for creating a TOML parameter dictionary and retrieving values, with name maps, tagging, and struct integration.
MagicChecklists Build Process
Documents a React build pipeline inside a WordPress plugin, covering dev, production, and distribution workflows.
Greppy - Product Requirements Document
Defines requirements for a local semantic code search tool that returns results in under 10ms via a single Rust binary.
WARP.md
Guides WARP terminal AI on commands, architecture, and models for a legal document summarization tool using RAG and transformers.
Contextual Retrieval
Exposes two Go functions that prepend a short LLM-generated context to each document chunk before retrieval, improving search accuracy.
Building Reliable RAG System with Semantic Double-Pass Merging and Hybrid Search
Describes a RAG system using semantic double-pass merging, hybrid BM42 search, and ColBERT reranking for improved retrieval accuracy.
BGData 2.4.1
Lists changes across six releases of the BGData R package for genomic data analysis.
Getting historical raw context information
Documents the HTTP REST API for querying historical raw context information from the STH component, including pagination, date filtering, and CSV export.
🛠️ Complete Setup Guide
Walks through setting up an Intelligent Multi-Stage RAG Chatbot with Snowflake Cortex from scratch, covering permissions, document processing, search services, and local environment.
TODO — PKM Bridge
Lists 28 open tasks for maintaining a personal knowledge management bridge between a custom app and MCP interfaces.
Remove the default Simple handler
Explains four ways to query Sleeper tables: direct Java client, lambda via SQS, websockets, and Athena SQL, with JSON query examples.
Markdown VDB — Technology Decisions
Justifies each Rust crate choice for a markdown vector database, linking requirements to specific libraries.
GitHub MCP Server — Project Plan & Changelog
Documents 12 MCP tools, a RAG pipeline, and a modular package structure for a GitHub MCP server project.
Context Retrieval & RAG
Describes how an agent retrieves context from memory layers and injects it into LLM prompts with citation markers.
RAGAS
Guides using the RAGAS library to evaluate RAG pipelines and generate synthetic test sets, with fixes for local LLM usage.
extend_retrieval
Explains how to customise Terrier's retrieval pipeline, weighting models, matching strategies, and query expansion, plus code snippets for index access.
Periodic Key & Certificate Retrieval for KMP
Proposes automatic periodic refresh of keys and certificates in Ratify's KMP resources via a configurable requeue interval.
BRD — Legal Document Generation Agent
Defines business requirements for a legal document generation agent using RAG to assemble pre-approved clauses with zero hallucination.