Reranking and API-based system prompt configuration in AI Search
Improve result accuracy with reranking and dynamically control AI Search responses by setting system prompts in API requests.
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Improve result accuracy with reranking and dynamically control AI Search responses by setting system prompts in API requests.
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This is the PyTorch machine learning framework codebase. These instructions help AI agents navigate and contribute effectively.
guidelines mentioned in .github/CONTRIBUTING.rst to know how to contribute to this project. The
Always approach every task as a senior software engineer and senior developer would. Provide the best possible output with professional-grade quality, architectural thinking, and expert guidance.
Author: Andrei Vintila
Personal Guidelines
This is a multi-stage TypeScript project for analyzing Perplexity AI SPA static assets and generating:
**Default Target Branch: When creating pull requests, always target the `develop` branch by default.** We follow the git flow pattern where features are merged to `develop` first, and then `develop` is merged to `main` for releases.
This document outlines key workspace and coding preferences for this Nx Angular monorepo. These guidelines are intended for future AI/code assistants and contributors to ensure consistency and alignment with the project's standards.
This project is an **e-commerce website for selling printed t-shirts**, built with **Next.js (App Router)** and **TypeScript**.
- The package `<package_name>` is a Python Project located in the folder `<package_name>-folder`.
**Always reference these instructions first for context about this repository.**
**Production-ready multi-provider AI orchestration platform** built with FastAPI and React. Routes AI requests to OpenAI, Anthropic, Google, xAI with intelligent provider selection, automatic fallback, cost tracking, and authentication.
- The script `<script_name>` is a Python python project within the workspace.
This is a **FoundryVTT spell animation collection** designed specifically for a **custom RPG system** using the Sequencer module. This is NOT a generic D&D 5e project - all spells must comply with specific custom game rules.
Include SYSTEM-MODE.md rules for all engineering tasks.
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DuckDice Bot is a professional automation toolkit for DuckDice.io with **web (NiceGUI)** and legacy desktop (Tkinter) interfaces. The **primary interface is the NiceGUI web application** (gui/app.py). Safety, clarity, and predictability are the highest priorities.
This file serves as the central source of truth for all project-related rules, coding standards, workflow guidelines, architectural decisions, references, documentation structures, and best practices. All AI coding assistants interacting with this project MUST adhere to the guidelines outlined in th
* Prioritize **minimal scope**: only edit code directly implicated by the failing test.
- Class names use PascalCase (e.g., MyClass).
A modern, embeddable podcast player that loads multiple podcasts from a master RSS feed. Features dark/light themes, custom dropdown UI, modal player overlay, and PHP proxy for CORS-free embedding anywhere.
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