runs - review pending

.env.example

@@ -8,9 +8,16 @@ REDIS_URL=redis://redis:6379
 MEILISEARCH_URL=http://meilisearch:7700
 MEILISEARCH_API_KEY=your_secure_master_key_here
 
-# OpenAI
-OPENAI_API_KEY=sk-your-openai-api-key-here
-OPENAI_MODEL=gpt-4o
+# AI Provider Configuration
+# Option 1: Ollama (Local LLM - DEFAULT, no API costs!)
+USE_OLLAMA=true
+OLLAMA_URL=http://ollama:11434
+OLLAMA_MODEL=gpt-oss:latest
+
+# Option 2: OpenAI (Cloud - requires API key, falls back if Ollama unavailable)
+# Uncomment and set these if you want to use OpenAI as fallback
+# OPENAI_API_KEY=sk-your-openai-api-key-here
+# OPENAI_MODEL=gpt-4o
 
 # Admin Credentials (change these!)
 ADMIN_USERNAME=admin