GT AI OS Community v2.0.33 - Add NVIDIA NIM and Nemotron agents

- Updated python_coding_microproject.csv to use NVIDIA NIM Kimi K2
- Updated kali_linux_shell_simulator.csv to use NVIDIA NIM Kimi K2
  - Made more general-purpose (flexible targets, expanded tools)
- Added nemotron-mini-agent.csv for fast local inference via Ollama
- Added nemotron-agent.csv for advanced reasoning via Ollama
- Added wiki page: Projects for NVIDIA NIMs and Nemotron

scripts/migrations/010_update_model_context_windows.sql

@@ -0,0 +1,167 @@
+-- Migration 010: Update Model Context Windows and Max Tokens
+-- Ensures all models in model_configs have proper context_window and max_tokens set
+
+-- Update models with missing context_window and max_tokens based on deployment configs
+-- Reference: scripts/seed/groq-models.sql and actual Groq API specifications
+
+DO $$
+DECLARE
+    updated_count INTEGER := 0;
+BEGIN
+    -- LLaMA 3.1 8B Instant
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 131072,
+        updated_at = NOW()
+    WHERE model_id = 'llama-3.1-8b-instant'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for llama-3.1-8b-instant', updated_count;
+    END IF;
+
+    -- LLaMA 3.3 70B Versatile
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 32768,
+        updated_at = NOW()
+    WHERE model_id = 'llama-3.3-70b-versatile'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for llama-3.3-70b-versatile', updated_count;
+    END IF;
+
+    -- Groq Compound
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 8192,
+        updated_at = NOW()
+    WHERE model_id = 'groq/compound'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for groq/compound', updated_count;
+    END IF;
+
+    -- Groq Compound Mini
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 8192,
+        updated_at = NOW()
+    WHERE model_id = 'groq/compound-mini'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for groq/compound-mini', updated_count;
+    END IF;
+
+    -- GPT OSS 120B
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 65536,
+        updated_at = NOW()
+    WHERE model_id = 'openai/gpt-oss-120b'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for openai/gpt-oss-120b', updated_count;
+    END IF;
+
+    -- GPT OSS 20B
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 65536,
+        updated_at = NOW()
+    WHERE model_id = 'openai/gpt-oss-20b'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for openai/gpt-oss-20b', updated_count;
+    END IF;
+
+    -- Meta LLaMA Guard 4 12B
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 1024,
+        updated_at = NOW()
+    WHERE model_id = 'meta-llama/llama-guard-4-12b'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for meta-llama/llama-guard-4-12b', updated_count;
+    END IF;
+
+    -- Meta LLaMA 4 Maverick 17B
+    UPDATE model_configs
+    SET context_window = 131072,
+        max_tokens = 8192,
+        updated_at = NOW()
+    WHERE model_id = 'meta-llama/llama-4-maverick-17b-128e-instruct'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for meta-llama/llama-4-maverick-17b-128e-instruct', updated_count;
+    END IF;
+
+    -- Moonshot AI Kimi K2 (checking for common variations)
+    UPDATE model_configs
+    SET context_window = 262144,
+        max_tokens = 16384,
+        updated_at = NOW()
+    WHERE model_id IN ('moonshotai/kimi-k2-instruct-0905', 'kimi-k2-instruct-0905', 'moonshotai/kimi-k2')
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for moonshotai/kimi-k2-instruct-0905', updated_count;
+    END IF;
+
+    -- Whisper Large v3
+    UPDATE model_configs
+    SET context_window = 0,
+        max_tokens = 0,
+        updated_at = NOW()
+    WHERE model_id = 'whisper-large-v3'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for whisper-large-v3', updated_count;
+    END IF;
+
+    -- Whisper Large v3 Turbo
+    UPDATE model_configs
+    SET context_window = 0,
+        max_tokens = 0,
+        updated_at = NOW()
+    WHERE model_id = 'whisper-large-v3-turbo'
+    AND (context_window IS NULL OR max_tokens IS NULL);
+
+    GET DIAGNOSTICS updated_count = ROW_COUNT;
+    IF updated_count > 0 THEN
+        RAISE NOTICE 'Updated % records for whisper-large-v3-turbo', updated_count;
+    END IF;
+
+    RAISE NOTICE 'Migration 010 completed: Updated model context windows and max tokens';
+END $$;
+
+-- Display updated models
+SELECT
+    model_id,
+    name,
+    provider,
+    model_type,
+    context_window,
+    max_tokens
+FROM model_configs
+WHERE provider = 'groq' OR model_id LIKE '%moonshot%' OR model_id LIKE '%kimi%'
+ORDER BY model_id;