Fix typo

.gitea/workflows/docker.yml

@@ -1,4 +1,4 @@
-name: Build and Push Docker Image
+name: Build and Push NLP Docker Image
 
 on:
   push:
@@ -9,7 +9,19 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v4
+      - name: Checkout repository with submodules
+        uses: actions/checkout@v4
+        with:
+          submodules: recursive
+          token: ${{ secrets.ACCESS_TOKEN }}
+
+      - name: Initialize submodules
+        run: |
+          git submodule sync --recursive
+          git submodule update --init --recursive
+          git submodule status
+          ls -la src/modules/db
+          ls -la src/modules/redis
 
       - name: Login to Registry
         uses: docker/login-action@v3
@@ -25,7 +37,7 @@ jobs:
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
 
-      - name: Build and Push (multi-arch)
+      - name: Build and Push NLP (multi-arch)
         uses: docker/build-push-action@v6
         with:
           context: .
@@ -34,8 +46,8 @@ jobs:
           build-args: |
             BUILD_IDENTIFIER=${{ steps.vars.outputs.short_sha }}
           tags: |
-            gitea.spilum.net/spilum.net/mtf-nlp:${{ github.ref_name }}-${{ steps.vars.outputs.short_sha }}
+            gitea.spilum.net/spilum.net/mtf-nlp:${{ steps.vars.outputs.short_sha }}
-            gitea.spilum.net/spilum.net/mtf-nlp:${{ github.ref_name }}-latest
+            gitea.spilum.net/spilum.net/mtf-nlp:latest
 
       - name: Log out from registry
         if: always()

src/modules/db

@@ -1 +1 @@
-Subproject commit 484c5bd8e5a5c77ef2c6a20817205de99cbc77ce
+Subproject commit d84f25c7a672b687c7f9c9e78a4c97a5586036b0

src/server.js

@@ -72,28 +72,45 @@ async function classifyIntent(text) {
 
   const INTENTS = await getIntents();
 
-  let best = {
+  let bestIntent = {
     name: "unknown",
     confidence: 0.5,
     matched: null,
+    argument: null
   };
 
   for (const intent of INTENTS) {
     for (const example of intent.examples) {
       const exampleEmbedding = await embed(example);
-      const score = cosineSimilarity(inputEmbedding, exampleEmbedding);
+      const intentScore = cosineSimilarity(inputEmbedding, exampleEmbedding);
 
-      if (score > best.confidence) {
+      if (intentScore > bestIntent.confidence) {
-        best = {
+        bestIntent = {
           name: intent.name,
-          confidence: score,
+          confidence: intentScore,
           matched: example,
+          argument: intent.arguments
         };
       }
     }
   }
 
-  return best;
+  let bestArgumentScore = 0.5
+
+  if (bestIntent.argument) {
+    for (const argument of best.arguments) {
+      const argumentEmbedding = await embed(argument);
+      const argumentScore = cosineSimilarity(inputEmbedding, argumentEmbedding);
+
+      if (argumentScore > bestArgumentScore) {
+        bestArgumentScore = argumentScore;
+
+        bestIntent.argument = argument
+      }
+    }
+  }
+
+  return bestIntent;
 }
 
 async function handleIntent(streamKey, msg) {