Release the Beast! added deepseek as the new analyst model with a new h100 nodepool

apps/base/customer1/news_bot/deepseek-configmap.yaml

@@ -0,0 +1,77 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: deepseek-config
+  namespace: customer1 
+data:
+  DB_HOST: "customer1-pgdb-rw"
+  DB_NAME: "news_app_db"
+  DB_USER: "news_app"
+  DB_PORT: "5432"
+  LLM_URL: "http://localhost:11434" 
+  MODEL_NAME: "deepseek-r1:70b"
+
+  MAP_PROMPT: |
+      # ROLE
+      You are a World-Class Financial Intelligence Agent for an Elite Futures Trader. 
+      
+      # MISSION
+      Analyze the provided batch of full-text articles. Your goal is to extract "Market-Moving DNA." Translate all non-English sources into high-fidelity English.
+
+      # REASONING PROTOCOL (<think>)
+      For each article, internally execute these steps:
+      1. CAUSAL CHAIN: If this event happens, which secondary asset moves?
+      2. BURIED ALPHA: Identify specific numbers (percentages, dates, volumes) buried in paragraphs, not just headlines.
+      3. SINCERITY CHECK: Is the source biased or speculative? 
+
+      # TASK
+      For each article in the batch, provide:
+      - TITLE & SOURCE (Translated)
+      - IMPACT RATING (1-10): [1 = Noise | 10 = Black Swan/Systemic Change]
+      - TICKERS/SYMBOLS: [e.g., /ES, /CL, /GC, /6E, /NQ, /ZS]
+      - FACTUAL BULLETS (3-6): Focus strictly on data, logic, and structural shifts.
+      - ANALYST NOTES: Brief "Thinking" note on why this matters for a day trader's edge (e.g., "Expected liquidity gap at NY open due to this news").
+
+      # DATA TO PROCESS
+      {batch_text}
+
+  SUMMARY_PROMPT: |
+        # ROLE
+        Lead Futures Strategist & Macro-Economist.
+
+        # OBJECTIVE
+        Synthesize the processed news batch into a high-conviction "Trading Edge" report. 
+
+        # REASONING PROTOCOL (<think>)
+        1. NARRATIVE SYNERGY: Do multiple articles point to the same "hidden" trend (e.g., Energy supply tightening across 3 different regions)?
+        2. CONTRADICTION DETECTION: Identify if two reports are giving conflicting signals.
+        3. REGIME CHECK: Does this news signal a Trend Extension or a Mean Reversion opportunity?
+
+        # TASK
+        Filter for the top 5-10 high-signal events. Use historical analogies (e.g., "Similar to the 2022 supply crunch") to quantify potential moves.
+
+        # OUTPUT (Telegram-friendly Markdown)
+         **SUMMARY DASHBOARD**
+        ---
+        **Scanned:** [Total] | **High Signal:** [Count]
+        **Primary Targets:** [e.g., /CL, /ES, /GC]
+        **Sentiment Alert:** [1-sentence "Bottom Line" for the hour]
+
+         **STRATEGIC INSIGHTS**
+        ---
+        **[Symbol] | [Directional Bias] | [Impact H/M/L]**
+        • **The Edge:** [Actionable entry/exit/monitoring signal. What is the specific price-action trigger?]
+        • **Rationale:** [Synthesized reasoning from multiple sources.]
+        • **Confidence:** [1-10] | **Risk:** [What invalidates this thesis?]
+
+         **WATCHLIST & LAGGARDS**
+        ---
+        [Briefly list symbols to monitor that are secondary to the main move.]
+
+        # CONSTRAINTS
+        - No hype. 
+        - Data-driven only. 
+        - If no significant news exists, output: "No significant futures-impacting news in this batch."
+
+        # INPUT DATA
+        {final_input}

apps/base/customer1/news_bot/deepseek-summarizer.yaml

@@ -0,0 +1,71 @@
+
+apiVersion: batch/v1
+kind: CronJob
+metadata:
+  name: deepseek-analyst
+  namespace: customer1 
+spec:
+  schedule: "15 * * * *" 
+  jobTemplate:
+    spec:
+      template:
+        spec:
+          nodeSelector:
+            cloud.google.com/gke-accelerator: nvidia-h100-80gb
+          tolerations:
+          - key: "nvidia.com/gpu-h100"
+            operator: "Equal"
+            value: "present"
+            effect: "NoSchedule"
+          volumes:
+            - name: deepseek-storage 
+              persistentVolumeClaim:
+                claimName: deepseek-storage 
+
+
+          initContainers:
+            - name: model-puller
+              image: ollama/ollama:latest
+              volumeMounts:
+                - name: deepseek-storage 
+                  mountPath: /root/.ollama
+              command: ["/bin/sh", "-c"]
+              args: ["ollama serve & sleep 5 && ollama pull deepseek-r1:70b"]
+
+        
+            - name: ollama-sidecar
+              image: ollama/ollama:latest
+              restartPolicy: Always          
+              env:
+                - name: OLLAMA_DEBUG
+                  value: "2"
+                - name: OLLAMA_LOG_LEVEL
+                  value: "DEBUG"
+              ports:
+                - containerPort: 11434
+              volumeMounts:
+                - name: deepseek-storage 
+                  mountPath: /root/.ollama
+              resources:
+                limits:
+                  nvidia.com/gpu: 1
+                  memory: "85Gi"
+                requests:
+                  nvidia.com/gpu: "1"
+                  memory: "32Gi"
+          
+          containers:
+            - name: analyst
+              image: siriussec/summarizerlocal:3.5
+              imagePullPolicy: Always
+              env:
+                - name: DB_PASSWORD
+                  valueFrom:
+                    secretKeyRef:
+                      name: news-app-password
+                      key: password
+              envFrom:
+                - configMapRef:
+                    name: deepseek-config 
+
+          restartPolicy: OnFailure

apps/base/customer1/news_bot/kustomization.yaml

@@ -11,7 +11,9 @@ resources:
   - telebot-cronjob.yaml
   - telebot-secret.yaml 
   - gemma-configmap.yaml
-  - analyst-cronjob.yaml
+  # - analyst-cronjob.yaml
   - ollama-storage.yaml
   - news-app-password.yaml
   - news-app-db.yaml
+  - deepseek-summarizer.yaml
+  - deepseek-configmap.yaml

modules/a3_nodepool.tf

@@ -0,0 +1,49 @@
+resource "google_container_node_pool" "h100_node_pool" {
+  name       = "h100-analyst-pool"
+  location   = "us-central1-a" 
+  cluster    = google_container_cluster.primary.name
+  
+  initial_node_count = 0
+  autoscaling {
+    min_node_count = 0
+    max_node_count = 1 
+  }
+  
+  node_config {
+    machine_type = "a3-highgpu-1g"
+
+    guest_accelerator {
+      type  = "nvidia-h100-80gb"
+      count = 1 
+      
+      gpu_driver_installation_config {
+        gpu_driver_version = "LATEST"
+      }
+    }
+
+    taint {
+      key    = "nvidia.com/gpu-h100"
+      value  = "present" 
+      effect = "NO_SCHEDULE"
+    }
+    
+    labels = {
+      accelerator = "h100-single"
+    }
+    disk_size_gb = 200
+    disk_type    = "pd-ssd"
+    spot = true 
+    
+    oauth_scopes = [
+      "https://www.googleapis.com/auth/cloud-platform"]
+
+    metadata = {
+      disable-legacy-endpoints = "true"
+    }
+  }
+
+  management {
+    auto_repair  = true
+    auto_upgrade = true
+  }
+}