metadata

language:
  - en
pretty_name: quickb-kb
tags:
  - quickb
  - text-chunking
  - n<1K
task_categories:
  - text-generation
  - text-retrieval
task_ids:
  - document-retrieval
library_name: quickb

quickb-kb

Generated using QuicKB, a tool developed by Adam Lucek.

QuicKB optimizes document retrieval by creating fine-tuned knowledge bases through an end-to-end pipeline that handles document chunking, training data generation, and embedding model optimization.

Chunking Configuration

Chunker: RecursiveTokenChunker
Parameters:
- chunk_size: 400
- chunk_overlap: 0
- length_type: 'character'
- separators: ['\n\n', '\n', '.', '?', '!', ' ', '']
- keep_separator: True
- is_separator_regex: False

Dataset Statistics

Total chunks: 526
Average chunk size: 57.8 words
Source files: 1

Dataset Structure

This dataset contains the following fields:

text: The content of each text chunk
source: The source file path for the chunk
id: Unique identifier for each chunk