diff --git a/embeddings/app/main.py b/embeddings/app/main.py
index f0da4eb..27ea6ff 100644
--- a/embeddings/app/main.py
+++ b/embeddings/app/main.py
@@ -1,11 +1,11 @@
 from fastapi import FastAPI
 from clipL14 import router as router_clip
 from minilm import router as router_minilm
-#from finetuned import router as router_finetuned
+from finetuned import router as router_finetuned
 
 app = FastAPI()
 
 app.include_router(router_clip.router, prefix="/clip")
 app.include_router(router_minilm.router, prefix="/minilm")
-#app.include_router(router_finetuned.sbert_router, prefix="/ftbert")
-#app.include_router(router_finetuned.clip_router, prefix="/ftclip")
+app.include_router(router_finetuned.sbert_router, prefix="/ftbert")
+app.include_router(router_finetuned.clip_router, prefix="/ftclip")
diff --git a/embeddings/requirements.txt b/embeddings/requirements.txt
index 56b84c3..3040f9b 100644
--- a/embeddings/requirements.txt
+++ b/embeddings/requirements.txt
@@ -1,4 +1,3 @@
-docarray==0.21.0 # See https://github.com/querqy/chorus/issues/169
 sentence-transformers
 fastapi
 uvicorn[standard]
@@ -6,4 +5,5 @@ gunicorn
 pydantic
 torch
 git+https://github.com/openai/CLIP.git
-finetuner[full]
+finetuner[full]==0.7.8
+docarray[commons]==0.21.0
diff --git a/finetuning/requirements.txt b/finetuning/requirements.txt
index 82d8e9e..8ea65f3 100644
--- a/finetuning/requirements.txt
+++ b/finetuning/requirements.txt
@@ -1,4 +1,4 @@
-finetuner[full]=0.7.8
+finetuner[full]==0.7.8
 docarray[commons]==0.21.0
 click==8.1.3