Use any bot you want, makes no difference. Just index your data via the textdb.
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Script: index_text_dataset.py
Purpose: Index a text dataset using textdb for fast retrieval and efficient data access.
Dependencies: pip install textdb
Instructions:
- Set INPUT_FILE and OUTPUT_DB.
- Run: python index_text_dataset.py
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from textdb import TextDB
Path to your input text file (one sample per line)
INPUT_FILE = ‘/path/to/input.txt’
Output directory for textdb index files
OUTPUT_DB = ‘/path/to/output_textdb’
def main():
# 1. Load the dataset
print(f"Loading data from: {INPUT_FILE}")
with open(INPUT_FILE, ‘r’, encoding=‘utf-8’) as f:
lines = [line.rstrip(‘\n’) for line in f]
# 2. Create and build the TextDB index
print(f"Building index at: {OUTPUT_DB}")
db = TextDB(OUTPUT_DB, mode='w')
db.add_all(lines) # Index all samples
db.save() # Persist index to disk
print(f"Indexed {len(lines)} lines. TextDB saved to: {OUTPUT_DB}")
if name == ‘main’:
main()