Similar Wallet

This project is used to find similar wallets based on the Annoy Index.

How to use

1. Install the requirements

poetry install

2. Create sample data via Annoy Index

• similar_wallets.ann – Annoy Index file length of item vector that will be indexed = 5 and metric="euclidean". For example:
  • wallet_index – Wallet index
  • balance – Wallet balance
  • overall_transaction_count – Wallet transaction count
  • last_month_transaction_count – Wallet transaction count in last month
  • nft_count – Wallet nft count
  • rank – Wallet rank
• map.csv – Map file with wallet_index and wallet_name

3. Run the script

poetry run python app/main.py

4. Test the script

# {address} is the wallet address. For example – 0xbab41d6486f8fd63d2ca790818a11756b0579894
# {n} is the number of similar wallets. For example – 3
curl -X GET http://127.0.0.1:8000/annoy/{address}?n={n}