diff --git a/Dockerfile b/Dockerfile
index dc87ab9..3ebe54a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -33,9 +33,8 @@ FROM base as final
 # Copy only the required /venv directory from the builder image that contains mwmbl and its dependencies
 COPY --from=builder /venv /venv
 
-# Working directory is /app
-# Copying data and config into /app so that relative (default) paths in the config work
-# COPY data /app/data
+# Set up a volume where the data will live
+VOLUME ["/data"]
 
 # Using the mwmbl-tinysearchengine binary/entrypoint which comes packaged with mwmbl
-CMD ["/venv/bin/mwmbl-tinysearchengine", "--index", "data/index.tinysearch", "--terms", "data/mwmbl-crawl-terms.csv"]
+CMD ["/venv/bin/mwmbl-tinysearchengine"]
diff --git a/mwmbl/main.py b/mwmbl/main.py
index 68aff11..45f46a3 100644
--- a/mwmbl/main.py
+++ b/mwmbl/main.py
@@ -1,5 +1,6 @@
 import argparse
 import logging
+from pathlib import Path
 
 import pandas as pd
 import uvicorn
@@ -9,17 +10,18 @@ from starlette.middleware.cors import CORSMiddleware
 from mwmbl.crawler.app import router as crawler_router
 from mwmbl.tinysearchengine import search
 from mwmbl.tinysearchengine.completer import Completer
-from mwmbl.tinysearchengine.indexer import TinyIndex, Document
+from mwmbl.tinysearchengine.indexer import TinyIndex, Document, NUM_PAGES, PAGE_SIZE
 from mwmbl.tinysearchengine.rank import HeuristicRanker
 
 logging.basicConfig()
 
 
+TERMS_PATH = Path(__file__).parent.parent / 'resources' / 'mwmbl-crawl-terms.csv'
+
+
 def setup_args():
-    """Read all the args."""
     parser = argparse.ArgumentParser(description="mwmbl-tinysearchengine")
-    parser.add_argument("--index", help="Path to the tinysearchengine index file", required=True)
-    parser.add_argument("--terms", help="Path to the tinysearchengine terms CSV file", required=True)
+    parser.add_argument("--index", help="Path to the tinysearchengine index file", default="/data/index.tinysearch")
     args = parser.parse_args()
     return args
 
@@ -35,8 +37,13 @@ def run():
     """
     args = setup_args()
 
+    try:
+        TinyIndex.create(item_factory=Document, index_path=args.index, num_pages=NUM_PAGES, page_size=PAGE_SIZE)
+    except FileExistsError:
+        print("Index already exists")
+
     # Load term data
-    terms = pd.read_csv(args.terms)
+    terms = pd.read_csv(TERMS_PATH)
     completer = Completer(terms)
 
     with TinyIndex(item_factory=Document, index_path=args.index) as tiny_index:
diff --git a/resources/mwmbl-crawl-terms.csv b/resources/mwmbl-crawl-terms.csv
new file mode 100644
index 0000000..3a61206
--- /dev/null
+++ b/resources/mwmbl-crawl-terms.csv
@@ -0,0 +1,179495 @@
+,term,count
+0,building,1869
+1,announced,2029
+2,connectedremag,2
+3,collaborate,135
+4,pilot,210
+5,magazine,1953
+6,com,127284
+7,endeavor,32
+8,company,3840
+9,g,671
+10,connected,426
+11,dish,94
+12,estate,349
+13,5,2813
+14,networking,261
+15,recently,1702
+16,freedomfi,1
+17,real,2101
+18,blockchain,507
+19,open,4406
+20,wireless,252
+21,health,5312
+22,inappropriate,76
+23,life,3512
+24,asked,1198
+25,seen,1187
+26,www,111910
+27,cry,78
+28,womenshealthmag,5
+29,editor,1850
+30,appropriate,455
+31,write,994
+32,knows,306
+33,times,5133
+34,emotional,186
+35,story,6192
+36,crier,2
+37,guide,1684
+38,period,598
+39,spare,38
+40,infocom,5
+41,programming,1110
+42,fundamental,455
+43,work,6246
+44,gaming,384
+45,org,62285
+46,authors,645
+47,lay,105
+48,time,8389
+49,html,30391
+50,z,254
+51,heart,718
+52,blank,74
+53,machine,1381
+54,joel,124
+55,marc,140
+56,berez,1
+57,group,5172
+58,cc,308
+59,shtml,390
+60,edu,6497
+61,interactive,815
+62,people,10577
+63,gatech,13
+64,pfunk,1
+65,researchers,943
+66,iai,8
+67,diverse,431
+68,artificial,832
+69,research,6834
+70,intelligence,2078
+71,lab,750
+72,vampires,13
+73,image,1238
+74,night,1415
+75,htm,2799
+76,malicious,253
+77,spirits,34
+78,popular,1290
+79,victims,393
+80,dreaming,40
+81,monster,81
+82,science,4347
+83,howstuffworks,604
+84,hunts,16
+85,horrible,49
+86,monsters,33
+87,cloaked,8
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+90,united,4775
+91,like,6302
+92,comes,1390
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+141,biotechnology,41
+142,africa,528
+143,zw,2
+144,senior,736
+145,conduct,401
+146,field,993
+147,tsiko,1
+148,sifelani,1
+149,reignited,13
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