init

.env

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+JINAAI_APIKEY=jina_61d8f670acbd4eb3922f9b5987b9e7abeX85Efaoe7Rb-idMn_TSFx8IeMlI

.gitignore

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+sample_files/

docker-compose.yaml

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+---
+services:
+  weaviate:
+    command:
+    - --host
+    - 0.0.0.0
+    - --port
+    - '8080'
+    - --scheme
+    - http
+    image: cr.weaviate.io/semitechnologies/weaviate:1.30.1
+    ports:
+    - 8080:8080
+    - 50051:50051
+    volumes:
+    - weaviate_data:/var/lib/weaviate
+    restart: on-failure:0
+    environment:
+      CLIP_INFERENCE_API: 'http://multi2vec-clip:8080'
+      QUERY_DEFAULTS_LIMIT: 25
+      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'true'
+      PERSISTENCE_DATA_PATH: '/var/lib/weaviate'
+      ENABLE_MODULES: 'multi2vec-clip'
+      ENABLE_API_BASED_MODULES: 'true'
+      CLUSTER_HOSTNAME: 'node1'
+  multi2vec-clip:
+    image: cr.weaviate.io/semitechnologies/multi2vec-clip:sentence-transformers-clip-ViT-B-32-multilingual-v1
+    environment:
+      ENABLE_CUDA: '0'
+volumes:
+  weaviate_data:

requirements.txt

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+# colbert-ai[faiss]
+# torch
+# markdown2 
+# tqdm
+
+weaviate-client
+python-dotenv
+fastembed-gpu