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---
language:
- en
pretty_name: "quickb-kb"
tags:
- quickb
- text-chunking
- 1K<n<10K
task_categories:
- text-generation
- text-retrieval
task_ids:
- document-retrieval
library_name: quickb
---
# quickb-kb
Generated using [QuicKB](https://github.com/AdamLucek/quickb), a tool developed by [Adam Lucek](https://huggingface.co/AdamLucek).
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: 2,807
- Average chunk size: 50.7 words
- Source files: 10
### 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 |