ci(test_api_server): update workflow

Signed-off-by: Xin Liu <[email protected]>

.github/workflows/test_api_server.yml

@@ -61,11 +61,17 @@ jobs:
           curl --location --remote-name https://github.com/Orange-OpenSource/hurl/releases/download/5.0.1/hurl_5.0.1_amd64.deb
           sudo apt update && sudo apt install ./hurl_5.0.1_amd64.deb
 
-      - name: Install Qdrant
+      - name: Install Qdrant and download snapshot
         run: |
+          # Download Qdrant
           curl -LO https://github.com/qdrant/qdrant/releases/download/v1.11.4/qdrant-x86_64-unknown-linux-musl.tar.gz
           tar -xzf qdrant-x86_64-unknown-linux-musl.tar.gz -C .
           rm qdrant-x86_64-unknown-linux-musl.tar.gz
+
+          # Download snapshot
+          curl -LO https://huggingface.co/datasets/gaianet/paris/resolve/main/paris_768_nomic-embed-text-v1.5-f16.snapshot
+          tar -xzOf paris_768_nomic-embed-text-v1.5-f16.snapshot > default.snapshot
+
           ls -al
 
       - name: Build rag-api-server on linux
@@ -80,12 +86,6 @@ jobs:
           curl -LO https://huggingface.co/second-state/Qwen2-1.5B-Instruct-GGUF/resolve/main/Qwen2-1.5B-Instruct-Q3_K_M.gguf
           curl -LO https://huggingface.co/second-state/Nomic-embed-text-v1.5-Embedding-GGUF/resolve/main/nomic-embed-text-v1.5-f16.gguf
 
-      - name: Start Qdrant
-        run: |
-          nohup ./qdrant  > ./start-qdrant.log 2>&1 &
-          sleep 2
-          cat start-qdrant.log
-
       - name: Start rag-api-server for testing chat completions
         run: |
           nohup $HOME/.wasmedge/bin/wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen2-1.5B-Instruct-Q3_K_M.gguf --nn-preload embedding:GGML:AUTO:nomic-embed-text-v1.5-f16.gguf rag-api-server.wasm --model-name Qwen2-1.5B-Instruct,nomic-embed-text-v1.5 --ctx-size 4096,512 --batch-size 16,512 --prompt-template chatml,embedding --socket-addr 0.0.0.0:8080 > ./start-llamaedge.log 2>&1 &
@@ -100,6 +100,16 @@ jobs:
         run: |
           hurl --test --jobs 1 ./tests/test_embeddings.hurl
 
+      - name: Start Qdrant
+        run: |
+          nohup ./qdrant  > ./start-qdrant.log 2>&1 &
+          sleep 5
+          cat start-qdrant.log
+
+      - name: Import the default.snapshot file to Qdrant
+        run: |
+          curl -s -X POST http://localhost:6333/collections/default/snapshots/upload?priority=snapshot -H 'Content-Type:multipart/form-data' -F '[email protected]')
+
       - name: Stop rag-api-server for testing chat completions
         run: |
           pkill -f wasmedge