Parametric RAG（参数化检索增强生成）是一个新的检索增强生成方法，通过将外部知识直接嵌入大型语言模型的参数空间，以提高推理和合成能力。该项目的官方代码库包括完整的实现、预处理的数据集和实验脚本。用户可以通过数据增强模块、生成文档的参数化表示和推理等步骤来测试Parametric RAG的性能。该项目提供了详细的环境安装和数据处理指南，支持多种数据集的使用。
active 2025-01-12 → 2026-09-06 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 603 days from 2025-01-12 to 2026-09-06. Pushes: 21 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 9 total, peak 2 in a day. Comments: 7 total, peak 3 in a day. Stars: 183 total, peak 16 in a day.
- Pushes
- Pull requests
- Issues
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- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| oneal2000 | 24 | 15 | 0 | 5 |
| LittleDinoC | 6 | 6 | 0 | 0 |
| M1zheng | 2 | 0 | 0 | 1 |
| wangxu-1 | 1 | 0 | 0 | 1 |
| passionate11 | 1 | 0 | 0 | 0 |
| Trae1ounG | 1 | 0 | 0 | 0 |
| FxyQwQ | 1 | 0 | 0 | 0 |
| JiaangL | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 183 stars here means stars gained during the window, not the repo's star count.