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cambridge-as-a-level-biology-vector-db
banyaroo/cambridge-as-a-level-biology-vector-db
cambridge-as-a-level-biology-vector-db is a machine learning model from banyaroo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This repository contains a serialized vector database (knowledge index) built from the Cambridge International AS and A Level Biology Coursebook (Fourth Edition) by Mary Jones, Richard Fosbery, Jennifer Gregory, and D…
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Updated Aug 21, 2026
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.faiss3.1 MB · 75%
At a glance
- License
- mit
- Access
- Public
- Created
- Aug 21, 2026
- Updated
- Aug 21, 2026
- SHA
- caf4783e
Model card
From the Hugging Face model README
Cambridge AS and A Level Biology Vector Database
This repository contains a serialized vector database (knowledge index) built from the Cambridge International AS and A Level Biology Coursebook (Fourth Edition) by Mary Jones, Richard Fosbery, Jennifer Gregory, and Dennis Taylor.
It is specifically designed for Retrieval-Augmented Generation (RAG) pipelines, educational AI assistants, and semantic search applications targeting advanced biology concepts.
Dataset Specifications
- Source Material: Cambridge International AS and A Level Biology Coursebook (Fourth Edition)
- Authors: Mary Jones, Richard Fosbery, Jennifer Gregory, Dennis Taylor
- Embedding Model Used:
google/embeddinggemma-300m
Configuration & Chunking Strategy
- Chunking Technique: Docling's HybridChunker
- Chunk Size: 256 tokens
- Database Format: FAISS
License & Fair Use Notice
This vector database contains mathematical transformations (embeddings) of copyrighted text from the Cambridge International AS and A Level Biology Coursebook.
- This asset is shared strictly for non-commercial educational research purposes under Fair Use guidelines.
- If you are the copyright holder of the source text and wish to request removal, please open an issue in this repository.
- License
- mit
- Created
- Aug 21, 2026
- Updated
- Aug 21, 2026