diff --git a/python/pools.py b/python/pools.py
index 50c774b1..f7fdfee1 100644
--- a/python/pools.py
+++ b/python/pools.py
@@ -1,12 +1,18 @@
 import csv
 import json
-
+import os
+import time
+from concurrent.futures import ThreadPoolExecutor, as_completed
 from tqdm import tqdm
 from enum import Enum
 from web3 import Web3
 from typing import Dict, List, Optional
+from random import randint
+from time import sleep
+
+from constants import *  
 
-from constants import *
+RATE_LIMIT = 5  # Limit to 10 requests per second
 
 
 class DexVariant(Enum):
@@ -44,6 +50,14 @@ def cache_row(self):
             self.fee,
         ]
 
+def fetch_events(params, factory_address, v2_factory):
+    sleep(randint(10, 50) / 100.0)  # Adding some jitter to avoid rate-limiting
+    try:
+        events = v2_factory.events.PairCreated.get_logs(fromBlock=params[0], toBlock=params[1])
+        return [(factory_address, event) for event in events]
+    except Exception as e:
+        print(f"Error fetching events: {e}")
+        return []
 
 def load_cached_pools() -> Optional[Dict[str, Pool]]:
     if os.path.exists(CACHED_POOLS_FILE):
@@ -160,11 +174,76 @@ def load_all_pools_from_v2(https_url: str,
 
     return pools
 
+def load_all_pools_from_v2(https_url: str,
+                           factory_addresses: List[str],
+                           from_blocks: List[int],
+                           chunk: int = 100000) -> Dict[str, Pool]:
+    
+    pools = load_cached_pools() or {}
+    v2_factory_abi = json.load(open(ABI_PATH / 'UniswapV2Factory.json', 'r'))
+    erc20_abi = json.load(open(ABI_PATH / 'ERC20.json', 'r'))
+    w3 = Web3(Web3.HTTPProvider(https_url))
+    to_block = w3.eth.get_block_number()
+    decimals: Dict[str, int] = {}
+
+    with ThreadPoolExecutor(max_workers=RATE_LIMIT) as executor:
+        rate_limit_futures = []
+
+        for i in range(len(factory_addresses)):
+            factory_address = factory_addresses[i]
+            from_block = from_blocks[i]
+            v2_factory = w3.eth.contract(address=factory_address, abi=v2_factory_abi)
+
+            block_range = list(range(from_block, to_block, chunk))
+            request_params = [(block_range[i], block_range[i + 1]) for i in range(len(block_range) - 1)]
+
+            for params in request_params:
+                future = executor.submit(fetch_events, params, factory_address, v2_factory)
+                rate_limit_futures.append(future)
+
+        with tqdm(total=len(rate_limit_futures), desc="Processing events", ascii=' =', leave=True) as pbar:
+            for future in as_completed(rate_limit_futures):
+                for factory_address, event in future.result():
+                    args = event.args
+                    token0 = args.token0
+                    token1 = args.token1
+
+                    try:
+                        if token0 in decimals:
+                            decimals0 = decimals[token0]
+                        else:
+                            token0_contract = w3.eth.contract(address=token0, abi=erc20_abi)
+                            decimals0 = token0_contract.functions.decimals().call()
+                            decimals[token0] = decimals0
+
+                        if token1 in decimals:
+                            decimals1 = decimals[token1]
+                        else:
+                            token1_contract = w3.eth.contract(address=token1, abi=erc20_abi)
+                            decimals1 = token1_contract.functions.decimals().call()
+                            decimals[token1] = decimals1
+                    except Exception as _:
+                        continue
+
+                    pool = Pool(address=args.pair,
+                                version=DexVariant.UniswapV2,
+                                token0=args.token0,
+                                token1=args.token1,
+                                decimals0=decimals0,
+                                decimals1=decimals1,
+                                fee=300)
+                    if args.pair not in pools:
+                        pools[args.pair] = pool
+                        cache_synced_pools(pool)
+
+                pbar.update(1)
+
+    return pools
 
 if __name__ == '__main__':
     factory_addresses = [
-        '0xc35DADB65012eC5796536bD9864eD8773aBc74C4',  # Sushiswap V2 (Polygon)
-        '0x5757371414417b8C6CAad45bAeF941aBc7d3Ab32',  # Uniswap V2 (Polygon)
+        '0xc35DADB65012eC5796536bD9864eD8773aBc74C4',
+        '0x5757371414417b8C6CAad45bAeF941aBc7d3Ab32',
     ]
     factory_blocks = [
         11333218,
@@ -172,4 +251,4 @@ def load_all_pools_from_v2(https_url: str,
     ]
 
     pools = load_all_pools_from_v2(HTTPS_URL, factory_addresses, factory_blocks, 100000)
-    print(pools)
+    print(pools)
\ No newline at end of file