chore(test): add multimodal embedding test model (#683)

Because

- we are missing multimodal embedding test model

This commit

- add multimodal embedding test model

assets/model-dummy-chat/model.py

@@ -7,7 +7,7 @@
 
 
 @instill_deployment
-class TextGenerationChat:
+class Chat:
     def __init__(self):
         pass
 
@@ -33,4 +33,4 @@ async def __call__(self, request):
         )
 
 
-entrypoint = InstillDeployable(TextGenerationChat).get_deployment_handle()
+entrypoint = InstillDeployable(Chat).get_deployment_handle()

assets/model-dummy-completion/model.py

@@ -7,7 +7,7 @@
 
 
 @instill_deployment
-class TextGeneration:
+class Completion:
     def __init__(self):
         pass
 
@@ -30,4 +30,4 @@ async def __call__(self, request):
         )
 
 
-entrypoint = InstillDeployable(TextGeneration).get_deployment_handle()
+entrypoint = InstillDeployable(Completion).get_deployment_handle()

assets/model-dummy-multimodal-chat/model.py

@@ -7,7 +7,7 @@
 
 
 @instill_deployment
-class TextGenerationChat:
+class MultimodalChat:
     def __init__(self):
         pass
 
@@ -33,4 +33,4 @@ async def __call__(self, request):
         )
 
 
-entrypoint = InstillDeployable(TextGenerationChat).get_deployment_handle()
+entrypoint = InstillDeployable(MultimodalChat).get_deployment_handle()

assets/model-dummy-multimodal-embedding/README.md

@@ -0,0 +1,9 @@
+---
+Task: Embedding
+Tags:
+  - Embedding
+  - Test
+---
+
+# Test repo
+This is a dummy multi-modal embedding model for testing purpose

assets/model-dummy-multimodal-embedding/instill.yaml

@@ -0,0 +1,4 @@
+build:
+  gpu: false
+  python_version: "3.11"  # support only 3.11
+  python_packages:

assets/model-dummy-multimodal-embedding/model.py

@@ -0,0 +1,34 @@
+import time
+from instill.helpers.ray_config import instill_deployment, InstillDeployable
+from instill.helpers import (
+    parse_task_embedding_to_multimodal_embedding_input,
+    construct_task_embedding_output,
+)
+
+
+@instill_deployment
+class MultimodalEmbedding:
+    def __init__(self):
+        pass
+
+    async def __call__(self, request):
+
+        inputs = await parse_task_embedding_to_multimodal_embedding_input(request=request)
+
+        input_len = len(inputs)
+
+        indexes = [list(range(input_len))]
+        created = [[int(time.time())] for _ in range(input_len)]
+        embeddings = [
+            [[0.00001, -0.00001, 0.00002, 0.001230]] for _ in range(input_len)
+        ]
+
+        return construct_task_embedding_output(
+            request=request,
+            indexes=indexes,
+            created_timestamps=created,
+            embeddings=embeddings,
+        )
+
+
+entrypoint = InstillDeployable(MultimodalEmbedding).get_deployment_handle()

assets/model-dummy-text-embedding/model.py

@@ -7,7 +7,7 @@
 
 
 @instill_deployment
-class TextToImage:
+class TextEmbedding:
     def __init__(self):
         pass
 
@@ -31,4 +31,4 @@ async def __call__(self, request):
         )
 
 
-entrypoint = InstillDeployable(TextToImage).get_deployment_handle()
+entrypoint = InstillDeployable(TextEmbedding).get_deployment_handle()