All Documents
30 documents available
prompt-context-retrieval
title: Just-in-Time Context Retrieval
Static Hosting Performance
Explores performance bottlenecks in GitHub zip retrieval and evaluates caching strategies for edge-hosted static sites.
Efficient Content Retrieval
Documents a 20x performance improvement over PostgreSQL's built-in ts_headline by precomputing TSVECTOR and word arrays and using setweight/ts_filter.
Papers
Lists 100+ papers on deep learning for image retrieval and hashing, each with links and brief metadata.
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.
开放领域问答中的密集段落检索
Explains dense passage retrieval for open-domain QA and provides a code template using Simple Transformers to train a DPR model.
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.
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.
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.
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
Explains synchronous and asynchronous retrieval from a SQLite database using DBFlow's query language and transaction system.
enhancement-16: Remote Allow-List Retrieval
Proposes adding remote URL retrieval, cryptographic verification, and JSON-based allow-lists to Keylime's tenant tool.
Bitswap Retrieval
Explains how to configure and run booster-bitswap alongside boostd to serve Filecoin retrievals over the Bitswap protocol in two modes.
Retrieval
Fits linear and nonlinear ephemerides to exoplanet transit times using nested sampling, then compares Bayesian evidence to detect hidden planets.
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.
RETRIEVAL.md — Memory Scan Protocol
Defines a five-step internal memory retrieval protocol that surfaces results only in LiveHud gauges, never as visible logs.
Error Context Retrieval
Retrieves stored error patterns before build/test commands execute, letting Claude anticipate and avoid known failures.
Retrieving Records in ApiResource
Documents how to retrieve records via ID, conditions, scopes, and includes in an ApiResource client-server setup.
PRD: Historical Retrieval System
Defines a system that records past agent actions and injects relevant successes and failures into new sessions to avoid repeated mistakes.
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.
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.
Retrieving content with Kubo
Explains how to configure a local Kubo node to retrieve IPFS content through a guppy gateway with a TLS proxy.