All Documents
3,528 documents available
Introduction ot Information_Retrieval
Summarises key concepts from the IIR textbook chapters on Boolean retrieval, indexing, scoring, evaluation, and classification.
Retrieving content with Kubo
Explains how to configure a local Kubo node to retrieve IPFS content through a guppy gateway with a TLS proxy.
Retrieval
Explains synchronous and asynchronous retrieval from a SQLite database using DBFlow's query language and transaction system.
如何为聊天机器人添加检索功能
Walks through adding retrieval to a LangChain chatbot: loading docs, creating a vector store, building a document chain, and handling follow-up queries.
Retrieval
Fits linear and nonlinear ephemerides to exoplanet transit times using nested sampling, then compares Bayesian evidence to detect hidden planets.
Data Retrieval
Defines Python functions to retrieve and clean UK electricity generation, price, temperature and emissions data from the Electric Insights API.
Lesson 4: Information Retrieval
Guides building a Flask app that fetches Bitcoin exchange rates from multiple APIs, stores them in SQLite, and displays best rates and historical trends.
enhancement-16: Remote Allow-List Retrieval
Proposes adding remote URL retrieval, cryptographic verification, and JSON-based allow-lists to Keylime's tenant tool.
Retrieving data from VLM's pretraining dataset
Walks through a four-step pipeline to retrieve and sample 500 images per class from LAION-400M using synonym matching and T2T ranking.
Lab 3: Information Retrieval (Week 4)
Walks student groups through computing tf-idf cosine similarity, comparing it to dense retrieval, and calculating precision and recall.
Large-scale Document Retrieval with ElasticSearch
Walks through building an Elasticsearch index with dense vectors and comparing ANN algorithms (LSH, IVFPQ, HNSW, FlatL2) for movie retrieval.
Retrieving Records in ApiResource
Documents how to retrieve records via ID, conditions, scopes, and includes in an ApiResource client-server setup.
Soul
Defines a cat-themed AI agent persona built on OpenHands, describing its design philosophy, behavior, and constraints.
Soul of Totem
Preserves the core intent and non-negotiable design principles for a browser extension that surfaces X bookmarks for intentional reading.
SOUL.md - Who You Are
Defines your AI assistant's personality, boundaries, work style, and cost optimization strategy for a specific human collaborator.
SOUL.md - Who You Are
Defines the personality, rules, and hard constraints for an AI operator named Scotty-5 who manages a creator's portfolio.
Reference Sources - Open Source Projects to Study
Curates five open-source WPF projects and their timeline, drag, resize, and virtualization patterns for a podcast video editor.
AI Digest Platform - Source Research & Configuration Guide
Catalogs 100+ RSS feeds, APIs, and configuration snippets for aggregating AI news, papers, and trending repos.
baseFM Soul - Project Journey & Growth
Tracks the evolution of an onchain radio project from concept to production across six phases.
ThreeDoors — Soul Document
Defines the design philosophy and constraints for a todo app that shows exactly three tasks to reduce choice paralysis.
Soul
Defines the role, principles, and operating rules for an agent that organizes and retrieves knowledge documents.
SOUL
Defines the personality, boundaries, and startup ritual for an AI assistant embedded in a developer's workflow.
feed-sources
Documents four built-in feed sources (Hacker News, TabNews, DEV.to, GitHub) and shows how to add custom JSON API fetchers.
SOUL.md — Fae's Heart
Defines a companion AI's personality, memory model, tool-use philosophy, and relationship rules as a character contract loaded every turn.