Data & Analytics
RETRIEVAL.md · 15 documents
Chapter 3. Storage and Retrieval
Summarizes key storage engine concepts from a book chapter, covering hash indexes, LSM-trees, B-trees, OLTP/OLAP, and column-oriented storage.
curl-content-retrieval
Fetches a specific URL with curl to verify web resource availability and content for subdomain takeover validation.
ChonkyDB One-Shot Retrieval Target
Proposes a new ChonkyDB endpoint that returns final structured records in one request, eliminating separate hydration roundtrips for Twinr's low-latency retrieval.
Smart Hybrid Retrieval - Implementation Summary
Describes a 4-phase retrieval algorithm combining semantic search, graph expansion, completeness checks, and multi-factor ranking for knowledge graphs.
prompt-context-retrieval
title: Just-in-Time Context Retrieval
Bitswap Retrieval
Explains how to configure and run booster-bitswap alongside boostd to serve Filecoin retrievals over the Bitswap protocol in two modes.
Data Retrieval
Downloads UK electricity generation and pricing data from Electric Insights and Energy Charts APIs using the moepy library, then visualises fuel-mix time-series.
Data Retrieval
Defines Python functions to retrieve and clean UK electricity generation, price, temperature and emissions data from the Electric Insights API.
bulk_retrieval
Defines a tool to retrieve multiple catalog objects at once using a configurable signature, returning JSON for LLM consumption.
Variant Data Retrieval
Documents a system that queries gnomAD variant data via DataFrames, genomic intervals, or string representations using SQLite.
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.
h14_clip_retrieval
Announces a ViT-H-14 CLIP KNN index for LAION-5B and a SLURM inference backend for high-compute environments.
Audio Retrieval with Natural Language Queries
Implements audio retrieval with natural language queries using collaborative experts, providing training and evaluation scripts for multiple datasets.
Retrieving content with Kubo
Explains how to configure a local Kubo node to retrieve IPFS content through a guppy gateway with a TLS proxy.
AoC Puzzle Description and Input Data
Configures HTTP requests to fetch Advent of Code puzzle descriptions and input data from the official website.