All Documents
3,528 documents available
SQLite Vector Extension – API Reference
Documents every SQL function and virtual table in the sqlite-vector extension for vector search and quantization.
Project Summary
Summarises an ASRR system that builds a private search engine, conversational analyst, and GCP implementation strategist across three phases.
CMU Advanced NLP Assignment 2: End-to-end NLP System Building
Guides students through building a retrieval-augmented generation system for Pittsburgh/CMU question answering, from data collection to report writing.
1. Clone repository
Introduces a multi-agent financial research platform with 7 agents, a LangGraph pipeline, and a dashboard.
Setup Guide
Walks through installing Ollama, copying plugin files, registering routers, and configuring the Ask AI plugin for Backstage.
🤖 n8n AI Agent Mastery Course 2025
Serves as the main README for an n8n course repository, listing 10+ AI agent workflow projects with links to YouTube tutorials and Docker setup instructions.
Evaluation commands
Defines a 6-phase implementation plan for adding SerpAPI tools, model selection, custom scorers, workflow enhancements, agent instruction improvements, and frontend integration to a governed RAG multi-agent system.
Interactive Flashcards TUI - Implementation Roadmap
Maps a five-phase build plan for a terminal flashcard app with AI, document support, and RAG features.
Development Diary
Tracks development of a document similarity server with FastAPI, Typer CLI, and sentence embeddings, listing completed phases and usage examples.
📚 RAG with Mistral - Technical Documentation
Documents a RAG system that retrieves local document context and generates answers using Mistral via Ollama.
Biomedical RAG Chat Pipeline: End-to-End Flow
Describes a 10-step RAG pipeline for biomedical Q&A using Qdrant, PostgreSQL/pgvector, and Groq Llama 3.3-70b.
Meeting Intelligence CLI - Architecture & Implementation
Documents a hybrid RAG pipeline that extracts grounded sentences before generating answers with a small LLM, reducing hallucination in real-time audio Q&A.
DESIGN.md
Documents design patterns, code structures, and integration strategies for an audio generation system with voice cloning and multi-speaker dialogue.
WeightedRAG Setup Guide
Walks through setting up the WeightedRAG pipeline: data prep, chunking, embedding, indexing, and retrieval evaluation.
ConvexCourse Files Documentation
Documents the full file tree and architecture of a Convex-based learning platform with AI, voice, and admin tools.
Setup Guide
Walks through installing dependencies, configuring environment variables for AI and vector database providers, and running the dev server for a RAG chatbot project.
CLAUDE.md
Guides Claude Code through an offline RAG project, listing Makefile commands, architecture files, and configuration details for local LLM inference.
TreeDex — Comprehensive Documentation
Documents the architecture, API, and internals of a tree-based, vectorless RAG framework available in Python and Node.js.
Development Notes - AI Agent Server
Documents the development process, bugs, agent routing logic, and technical highlights of an AI agent server built with Express.js.
MCP Fact-Check Design Document (Enhanced)
Designs an MCP server that validates claims against official MCP specs using embeddings and semantic search.
CLAUDE.md
Guides Claude Code to understand a SvelteKit portfolio site deployed to Cloudflare Pages with development commands and architecture.
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.
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.
General Usage
Documents Active Directory's range retrieval for LDAP attributes with many values, providing a helper class to page or fetch all values.