chore: update and fix qdrant helm/image version. adjust values for fakeembedder

Author: a-klos

infrastructure/rag/Chart.yaml

@@ -13,7 +13,7 @@ dependencies:
   version: "0.8.0"
   condition: features.langfuse.enabled
 - name: qdrant
-  version: 0.9.1
+  version: 1.12.6
   repository: "https://qdrant.github.io/qdrant-helm"
   condition: features.qdrant.enabled
 - name: minio

infrastructure/rag/templates/_backend_helpers.tpl

@@ -41,6 +41,10 @@
 {{- printf "%s-ollama-embedder-configmap" .Release.Name | trunc 63 | trimSuffix "-" -}}
 {{- end -}}
 
+{{- define "configmap.fakeEmbedderName" -}}
+{{- printf "%s-fake-embedder-configmap" .Release.Name | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+
 {{- define "configmap.ragClassTypesName" -}}
 {{- printf "%s-rag-class-types-configmap" .Release.Name | trunc 63 | trimSuffix "-" -}}
 {{- end -}}

infrastructure/rag/templates/backend/configmap.yaml

@@ -109,6 +109,15 @@ data:
 ---
 apiVersion: v1
 kind: ConfigMap
+metadata:
+  name: {{ template "configmap.fakeEmbedderName" . }}
+data:
+  {{- range $key, $value := .Values.backend.envs.fakeEmbedder }}
+  {{ $key }}: {{ $value | quote }}
+  {{- end }}
+---
+apiVersion: v1
+kind: ConfigMap
 metadata:
   name: {{ template "configmap.chatHistoryName" . }}
 data:

infrastructure/rag/templates/backend/deployment.yaml

@@ -114,6 +114,8 @@ spec:
               name: {{ template "configmap.stackitEmbedderName" . }}
           - configMapRef:
               name: {{ template "configmap.ollamaEmbedderName" . }}
+          - configMapRef:
+              name: {{ template "configmap.fakeEmbedderName" . }}
           - configMapRef:
               name: {{ template "configmap.chatHistoryName" . }}
           - secretRef:

infrastructure/rag/values.yaml

@@ -95,7 +95,8 @@ backend:
       STACKIT_VLLM_BASE_URL: https://api.openai-compat.model-serving.eu01.onstackit.cloud/v1
     database:
       VECTOR_DB_COLLECTION_NAME: rag-db
-      VECTOR_DB_URL: http://rag-qdrant:6333
+      VECTOR_DB_LOCATION: http://rag-qdrant:6333
+      VECTOR_DB_VALIDATE_COLLECTION_CONFIG: false
     retriever:
       RETRIEVER_THRESHOLD: 0.3
       RETRIEVER_K_DOCUMENTS: 10
@@ -138,6 +139,8 @@ backend:
     ollamaEmbedder:
       OLLAMA_EMBEDDER_MODEL: "bge-m3"
       OLLAMA_EMBEDDER_BASE_URL: "http://rag-ollama:11434"
+    fakeEmbedder:
+      FAKE_EMBEDDER_SIZE: 386
     reranker:
       RERANKER_K_DOCUMENTS: 5
       RERANKER_MIN_RELEVANCE_SCORE: 0.001
@@ -460,3 +463,7 @@ ollama:
       runs:
         - llama3.2:3b-instruct-fp16
         - bge-m3
+
+qdrant:
+  image:
+    tag: v1.12.6