All Documents
3,528 documents available
enhancement-16: Remote Allow-List Retrieval
Proposes adding remote URL retrieval, cryptographic verification, and JSON-based allow-lists to Keylime's tenant tool.
Data Retrieval
Defines Python functions to retrieve and clean UK electricity generation, price, temperature and emissions data from the Electric Insights API.
h14_clip_retrieval
Announces a ViT-H-14 CLIP KNN index for LAION-5B and a SLURM inference backend for high-compute environments.
Retrieval
Fits linear and nonlinear ephemerides to exoplanet transit times using nested sampling, then compares Bayesian evidence to detect hidden planets.
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 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.
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.
SKILL-FORGE AUDIT: sop-dogfooding-pattern-retrieval
Audits a skill file for pattern retrieval via vector search, scoring it 7.2/10 and flagging missing scripts, wrong API calls, and incomplete implementation as critical blockers.
Introduction ot Information_Retrieval
Summarises key concepts from the IIR textbook chapters on Boolean retrieval, indexing, scoring, evaluation, and classification.
Audio Retrieval with Natural Language Queries
Implements audio retrieval with natural language queries using collaborative experts, providing training and evaluation scripts for multiple datasets.
bulk_retrieval
Defines a tool to retrieve multiple catalog objects at once using a configurable signature, returning JSON for LLM consumption.
Text Retrieval Benchmark
Runs a text retrieval benchmark using BEIR datasets, measuring recall, precision, NDCG, and MRR without LLM generation.
baseFM Soul - Project Journey & Growth
Tracks the evolution of an onchain radio project from concept to production across six phases.
SOUL.md
Defines a companion AI persona with identity, consent model, refusal templates, memory ethics, and audit rituals for project SOPHY.
Soul
Defines a cat-themed AI agent persona built on OpenHands, describing its design philosophy, behavior, and constraints.
SOUL.md - Who You Are
Defines your AI assistant's personality, boundaries, work style, and cost optimization strategy for a specific human collaborator.
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.
Mosaic 资源索引
Curates a prioritized index of SwiftUI UI resources, design inspiration sources, and reusable style templates for agent-driven project setup.
AI Digest Platform - Source Research & Configuration Guide
Catalogs 100+ RSS feeds, APIs, and configuration snippets for aggregating AI news, papers, and trending repos.
SOUL
Defines the personality, boundaries, and startup ritual for an AI assistant embedded in a developer's workflow.
Discovery Sources
Documents the search sources (GitHub, npm, planned registries) that Lyra Tool Discovery queries to find MCP servers and tools.
feed-sources
Documents four built-in feed sources (Hacker News, TabNews, DEV.to, GitHub) and shows how to add custom JSON API fetchers.
WORKER — The Coder
Defines a coding agent persona with a heartbeat loop, task workflow, and tool access for shipping features in a multi-agent system.
ThreeDoors — Soul Document
Defines the design philosophy and constraints for a todo app that shows exactly three tasks to reduce choice paralysis.