All Documents
3,528 documents available
Sovereign Order Intelligence - Complete Documentation
Documents a full-stack supply chain AI platform with local LLM, vector store, web search, and agentic RAG workflow.
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.
四、随机化 SVD
Teaches randomized SVD through three concrete applications: word vector projection, video background removal, and topic modeling.
End-of-term exam
Lists NLP and Python topics for an oral exam, with logistics for online Teams sessions.
draft
Describes a permutation-invariant neural network architecture that processes sensory inputs in any order using an attention mechanism.
WARP.md
Documents a RAG service architecture, development commands, and component extension patterns for a medical device troubleshooting tool.
AIAssist API Documentation
Documents a Python library that unifies AI model interactions, data analysis, image processing, and Git repository management via MCP.
Brainy - Smart Bookmark Vault Specification
Specifies a single-user bookmark knowledge base with AI ingestion, hybrid search, knowledge graph, and natural language Q&A.
2Vect in Haskell - Linear algebra of types, 2-Vect,
Explores type-level matrices, monoidal categories, and the Kronecker product to model transition systems and vector spaces in Haskell.
Solution Approach: Intelligent SHL Assessment Recommendation System
Describes a RAG-based system that recommends SHL assessments from natural language queries using FAISS and LLM re-ranking.
Video Search Backend for CMU Database Course
Builds a semantic video search backend that extracts transcripts, generates local embeddings, and stores them in LanceDB for query-time frame extraction.
embedx Specification
Defines an embedding service with an Ollama-compatible HTTP API using Go and Python FastEmbed subprocess with pipe communication.
RAG para Presupuestos de Obra - Plan Tecnico v2.0
Defines a RAG system for Spanish construction budgets, ingesting PDF, TXT, CSV, DOCX, XLSX, and BC3 files to answer price and material queries with fallback market estimates.
Vitamix POC -- Technical Specification
Defines the architecture, services, AI models, and deployment pipeline for an AI content generation platform on AEM Edge Delivery and Google Cloud.
Cross-ISA Semantic Code Embedding: A Complete Implementation Blueprint
Describes how to build a cross-ISA binary embedding system using IR lifting and contrastive learning, with architecture, training, and deployment details.
Graph Matching with Topological Features
Teaches enhanced graph matching by combining spatial distances with node2vec and commute times embeddings, then applying the Hungarian algorithm.
Makemore Notes
Documents a character-level language model walkthrough covering bigram, MLP, backprop, and Wavenet with practical training observations.
QWEN.md - MediaWiki Graph Analysis Platform
Documents architecture, setup, configuration, and conventions for a MediaWiki graph analysis toolkit using embeddings and clustering.
AI Code Agent - Project Documentation
Documents a complete RAG-powered semantic code search and question-answering backend built with FastAPI, PostgreSQL, and OpenAI.
Core principles
Defines 7 Jina AI APIs with endpoints, schemas, examples, and integration rules for building search and classification pipelines.
Word2Vec Embeddings Quiz
Tests understanding of Word2Vec concepts, gensim training, and a product recommender system built on transaction data.
Vector Database Shootout - Functional & Technical Specification
Defines a benchmarking suite to compare performance of five vector databases across embedding models, dimensions, and query patterns.
RAG (Retrieval Augmented Generation) Implementation - Technical Outline
Outlines RAG pipeline components, query translation techniques, indexing strategies, and adaptive systems for combining custom data with LLMs.
WARP.md
Documents the architecture, data model, and development workflow for an AI memory service with MCP bridge integration.