All Documents
3,528 documents available
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.
003 - Phase 1: Basic Retrieval and Activation
Implements BFS activation spreading, cosine similarity search, and bridge discovery for a cognitive memory retrieval subsystem.
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.
COSMIC Command Line Interface
Documents every command, option, and workflow for the COSMIC CLI tool used to chunk documents with configurable pipeline stages.
TODO — PKM Bridge
Lists 28 open tasks for maintaining a personal knowledge management bridge between a custom app and MCP interfaces.
Vietnamese RAG Implementation Plan
Defines a plan for building a Vietnamese RAG system with token-aware chunking, embedding, and FastAPI endpoints.
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.
CLAUDE.md
Guides Claude Code to understand a SvelteKit portfolio site deployed to Cloudflare Pages with development commands and architecture.
AoC Puzzle Description and Input Data
Configures HTTP requests to fetch Advent of Code puzzle descriptions and input data from the official website.
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.
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.
General Usage
Documents Active Directory's range retrieval for LDAP attributes with many values, providing a helper class to page or fetch all values.
AI Agent Development Notes
Documents an AI agent's architecture, bugs, and design decisions for a RAG + plugin system built with Express and TypeScript.
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.
WARP.md
Guides WARP terminal AI on commands, architecture, and models for a legal document summarization tool using RAG and transformers.
🛠️ 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.
📈 AlphaInsight Pro - Final Year Project Demo
Describes a production-deployed financial RAG demo app with PDF processing, semantic search, and AI Q&A via a Bloomberg-style terminal UI.
Periodic Key & Certificate Retrieval for KMP
Proposes automatic periodic refresh of keys and certificates in Ratify's KMP resources via a configurable requeue interval.
llm-hallucination-survey
Curates a structured bibliography of 100+ papers on LLM hallucination, organised by evaluation, source, and mitigation.
Context Retrieval & RAG
Describes how an agent retrieves context from memory layers and injects it into LLM prompts with citation markers.
RALM_Survey
Catalogs over 100 papers on retrieval-augmented language models, organized by definition, retriever, LM, enhancement, data source, and application.
extend_retrieval
Explains how to customise Terrier's retrieval pipeline, weighting models, matching strategies, and query expansion, plus code snippets for index access.