infra(ai): consolidate fleet Ollama consumers onto GX10 VIP 10.0.57.201

Repoints fc-chat, fc-ttsreader, knowledge, fc-llm-bridge (off the slow edge1
Pi5 10.0.57.17) and intranet (off the reimaged BLUEJAY-AI test laptop
10.0.56.132) to the GX10 (DGX Spark / GB10) Ollama over the PROD MetalLB VIP
10.0.57.201. GX10 serves gemma3:12b/gemma3:4b/qwen2.5:1.5b/nomic-embed-text/
llama3.2:1b on local NVMe, warm-pinned (keep_alive=-1).

fc-chat default model qwen2.5-coder:7b -> gemma3:12b (the coder model won't
pull reliably on the GX10; gemma3:12b is the warm fleet default + a better
general-chat model). Other consumers keep their exact models. Inline comments
referencing edge1/BLUEJAY-AI are now historical; the values are the GX10 VIP.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

apps/fc-chat/fc-chat.yaml

@@ -34,10 +34,10 @@ data:
   # proved Chat pods time out reaching 10.0.56.20:11434. Keep generation and
   # behavior-rule checks on the cluster-routable edge1 endpoint until that route
   # is fixed; choose models that edge1 actually hosts.
-  FlowerCore__AI__OllamaBaseUrl: "http://10.0.57.17:11434"
+  FlowerCore__AI__OllamaBaseUrl: "http://10.0.57.201:11434"
-  FlowerCore__AI__DefaultModelName: "qwen2.5-coder:7b"
+  FlowerCore__AI__DefaultModelName: "gemma3:12b"
-  ChatOptions__BehaviorRuleEngine__OllamaBaseUrl: "http://10.0.57.17:11434"
+  ChatOptions__BehaviorRuleEngine__OllamaBaseUrl: "http://10.0.57.201:11434"
-  ChatOptions__BehaviorRuleEngine__FallbackOllamaBaseUrl: "http://10.0.57.17:11434"
+  ChatOptions__BehaviorRuleEngine__FallbackOllamaBaseUrl: "http://10.0.57.201:11434"
   ChatOptions__BehaviorRuleEngine__ModelName: "gemma3:4b"
   FlowerCore__AI__Memory__UseSharedIndexingAdapter: "true"
   FlowerCore__AI__Memory__UseOllamaEmbeddings: "true"

apps/fc-llm-bridge/fc-llm-bridge.yaml

@@ -166,7 +166,7 @@ spec:
                   optional: true
             # Shared.Chat — Ollama (edge1 Pi 5 + AI HAT+, matches bridge default)
             - name: FlowerCore__Chat__OllamaBaseUrl
-              value: "http://10.0.57.17:11434"
+              value: "http://10.0.57.201:11434"
             - name: FlowerCore__Chat__HttpTimeout
               value: "00:05:00"
             # Shared.Chat — Anthropic

apps/fc-ttsreader/fc-ttsreader.yaml

@@ -605,7 +605,7 @@ spec:
             - name: TtsReader__Transcription__TimeoutSeconds
               value: "300"
             - name: TtsReader__Ollama__BaseUrl
-              value: "http://10.0.57.17:11434"
+              value: "http://10.0.57.201:11434"
             - name: TtsReader__Ollama__DefaultModel
               value: "gemma3:4b"
             - name: TtsReader__Ollama__TimeoutSeconds

apps/intranet/intranet.yaml

@@ -92,7 +92,7 @@ spec:
             # down. Bulk embed runs in the background; /health does not depend on it.
             # Memory: feedback_pi5_nomic_embed_slow.
             - name: IntranetSearch__OllamaBaseUrl
-              value: "http://10.0.56.132:11434"
+              value: "http://10.0.57.201:11434"
             # Notes docs corpus IS now mounted at /srv/flowercore-notes (see the
             # notes-corpus-clone initContainer + notes-corpus-sync sidecar), so the
             # IntranetSearch indexer is ENABLED. First-boot bulk embed of the corpus

apps/knowledge/knowledge.yaml

@@ -168,7 +168,7 @@ spec:
             # need a separate ingestion lane that can opt into the
             # workstation GPU when present.
             - name: FlowerCore__Ollama__BaseUrl
-              value: "http://10.0.57.17:11434"
+              value: "http://10.0.57.201:11434"
             - name: FlowerCore__Mcp__ApiKey__Key
               valueFrom:
                 secretKeyRef: