All Documents
3,528 documents available
RAG System Documentation
Documents a full RAG pipeline using MongoDB text search and Gemini for AI answers from user-uploaded study materials.
🚀 Vectro+ Visual Demo Guide
Walks through embedding compression, quantization, search, and benchmarking commands for the Vectro+ CLI tool.
AI DevOps Copilot — ARCH.md
Defines the architecture for an AI-driven DevOps copilot that ingests signals, detects anomalies, correlates incidents, performs RCA, and automates remediation.
Hallucination Guard - System Documentation & Literature Review
Documents a hallucination detection system with literature review, architecture, and methodology for LLM output verification.
plan
Maps a full-stack AI learning platform with Next.js 15, PostgreSQL, Gemini API, and RAG across 8 implementation phases.
Software Requirements Specification (SRS)
Defines functional and non-functional requirements for a RAG-based corporate knowledge assistant with citation and hallucination guardrails.
CricOracle
Plans a RAG system that answers cricket law questions by crawling MCC rules, embedding them, and retrieving relevant chunks before querying an LLM.
四、随机化 SVD
Teaches randomized SVD through three concrete applications: word vector projection, video background removal, and topic modeling.
Partie 2 : Pipeline RAG
Guides a student through forking, cloning, Dockerizing, and running a RAG chatbot with Streamlit, ChromaDB, and Google Gemini.
LokulMem — Product Requirements Document
Defines the full specification for a browser-native, zero-server memory library that gives LLMs persistent, inspectable user knowledge with decay and contradiction handling.
Implementation Plan: Ethnobotany Vectorized Database
Lays out an 11-week plan to build a semantic search engine for ethnobotany literature using RAG, vector embeddings, and multi-LLM chat.
Technical Book Rack RAG — Implementation Plan
Plans a 10-phase fork of a PDF RAG system into a technical-book RAG with concept-aware chunking and book metadata.
GhostWriter Complete Setup Guide
Walks through setting up a full-stack app with a Go backend, React frontend, and iOS client, including Docker, database, and push notifications.
PRD — NoiseCancel v2: Multi-Platform Feed Intelligence
Plans a multi-platform social feed scraper with semantic dedup, AI digest, and Flutter archive view.
deep-cuts — Media Intelligence Pipeline
Defines a pipeline that ingests YouTube shows and podcasts, transcribes them, runs LLM analysis, stores results with semantic search, and generates infographic cards per episode.
DinAI - RAG AI Chatbot Project Plan
Plans a four-phase RAG chatbot project, starting with a sequential web scraper for savollar.islom.uz and PostgreSQL/pgvector storage.
WARP.md
Documents a Docker-based Django development environment for testing PostgreSQL extensions (PostGIS, TimescaleDB, pgVector) with Python 3.14 and uv.
Sovereign Order Intelligence - Complete Documentation
Documents a full-stack supply chain AI platform with local LLM, vector store, web search, and agentic RAG workflow.
Contextify - Implementasyon Planı
Defines a multi-phase plan for a local AI agent memory system with Go MCP server, PostgreSQL+pgvector, Ollama embeddings, and a web UI.
LO AI Sandbox Application
Documents a Spring Boot RAG application with pgvector, MCP travel services, and a Streamlit UI for document management and travel planning.
The Simpsons Episode Database - Technical Plan
Plans a full-stack app that transcribes Simpsons episodes, creates searchable embeddings, and provides a web interface for semantic search and clip creation.
Intelligent Document Query Platform — GitHub-ready Low-Level Design (LLD)
Provides a copy-ready low-level design for a serverless document query platform with vector search and LLM integration.
Contextinator v2.0 - Complete Usage Guide
Documents a Rust-powered CLI and Python library for fast filesystem operations plus an optional RAG pipeline for semantic code search with ChromaDB and OpenAI embeddings.
HPC (High Performance Computing) bookmarks
Curates 200+ links to HPC resources: CFD codes, spectral methods, GPU solvers, multigrid libraries, and Fortran compiler projects.