# retrieval-augmented-generation

> Reference Implementations for the RAG bootcamp

- **URL**: https://www.freshcrate.ai/projects/retrieval-augmented-generation
- **Author**: VectorInstitute
- **Category**: RAG & Memory
- **Latest version**: `v1.0.0` (2025-07-29)
- **License**: Apache-2.0
- **Source**: https://github.com/VectorInstitute/retrieval-augmented-generation
- **Language**: Jupyter Notebook
- **GitHub**: 33 stars, 24 forks
- **Registry**: github
- **Tags**: `jupyter notebook`, `rag`, `retrieval-augmented-generation`

## Description

Reference Implementations for the RAG bootcamp

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `v1.0.0` | 2025-07-29 | Low | ## What's Changed * Updated package dependencies. * Updated version from pre-release to release. |
| `v0.1.0a1` | 2025-06-04 | Low | Initial release of aieng-rag-utils, a Python utility library developed by the Vector Institute to support Retrieval-Augmented Generation (RAG) workflows. This package provides reusable components for data ingestion, preprocessing, embedding, and evaluation, facilitating the development of RAG pipelines.  **Features:** - Document loaders, chunkers and pretty-print - Web Search - Vector store integrations - Query and retrieval helpers - Evaluation and benchmarking tools |

## Citation

- HTML: https://www.freshcrate.ai/projects/retrieval-augmented-generation
- Markdown: https://www.freshcrate.ai/projects/retrieval-augmented-generation.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/retrieval-augmented-generation/deps

_Generated by freshcrate.ai. Indexes github releases for AI-agent ecosystem packages._