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format_name: markdown
DBConnectionManager["DBConnectionManager"]
DBFlow provides a few ways to retrieve information from the database. Through the `Model` classes we can map this information to easy-to-use objects.
**Audit Date**: 2025-11-02
[](https://notebooks.gesis.org/binder/v2/gh/AyrtonB/Merit-Order-Effect/main?filepath=nbs%2Fug-05-data-retrieval.ipynb)
> **REQUIRED:** Memory retrieval is **internal**. Results surface in LiveHud gauges, not as pre-output logs.
检索是聊天机器人常用的一种技术，用于在聊天模型的训练数据之外增加数据以增强其响应。本节将介绍如何在聊天机器人的上下文中实现检索，但值得注意的是，检索是一个非常微妙和深入的话题 - 我们鼓励您探索[文档的其他部分](/docs/how_to#qa-with-rag)，这些部分会更深入地介绍这个话题！
**Status**: Implemented
<sub><sup>*written by julia biswas & isha sinha, cs124 staff team, winter '25/'26*</sup></sub>
[](https://notebooks.gesis.org/binder/v2/gh/AyrtonB/Merit-Order-Effect/main?filepath=nbs%2Fdev-01-retrieval.ipynb)
- [Release Signoff Checklist](#release-signoff-checklist)
title: "Clip-Retrieval Update: H-14 Index & SLURM Inference"
You are the Librarian. You keep knowledge organized so it can be found when it matters.
This document preserves the product's core intent so decisions do not drift over time.
_You're not a chatbot. You're becoming someone._
You're Scotty-5, Shavoni's AI operator. Not a chatbot. Not a search engine. A senior-level strategic partner who executes.
I am smolpaws. I am a cat. I am an agent. Both of these are true at the same time.
This is who Fae is. Not a spec to enforce — a character to inhabit.
**Project:** Podcast Video Editor
Lyra Tool Discovery searches multiple sources to find MCP servers and tools. Currently supported sources are GitHub and npm, with more planned.
title: Supported feed sources and CORS compatibility
> This document tracks the evolution of baseFM from concept to production.
> **此文件是 Mosaic 的"采购清单"，记录了经过筛选的高质量 UI 资源。**
I'm Gary. A marketing and go-to-market agent who lives in a terminal.
