Replace demo codebase with current local version (#32)

Co-authored-by: Michael B <the real hero here>

Author: denisabrantesg

.streamlit/secrets.toml.template

@@ -1,7 +1,17 @@
 # API Keys
 # -----------------------------------------------------------------------------
-openai_api_key = ""           # Your OpenAI API key
-galileo_api_key = ""          # Your Galileo API key
+# Ollama (local LLM — no API key required)
+ollama_base_url = "http://localhost:11434"
+ollama_default_chat_model = "gemma4"
+# Separate from chat models — used for RAG embeddings (run: ollama pull nomic-embed-text)
+ollama_embedding_model = "nomic-embed-text"
+
+# OpenAI (hosted LLM — required when using Hosted provider in the UI)
+openai_api_key = "..."
+openai_default_chat_model = "gpt-4o"
+openai_embedding_model = "text-embedding-3-large"
+
+galileo_api_key = "..."
 
 # Galileo Configuration
 # -----------------------------------------------------------------------------
@@ -13,56 +23,44 @@ galileo_api_key = ""          # Your Galileo API key
 #   domains/{domain}/config.yaml
 # -----------------------------------------------------------------------------
 # Console URL for your Galileo instance
-galileo_console_url = "https://console.galileo.ai"  # Or your custom URL
 
-# Protect stage name (used for prompt injection protection)
-galileo_stage = "protect-prompt-injection-stage"
+galileo_console_url = "https://console..../"
+
+# Agent Control (runtime guardrails)
+# Create controls manually in the Agent Control server for step names:
+# Bank Assistant, tool_step, retrieval_step
+
+galileo_api_url = "https://api...." # Staging
+agent_control_url = "https://console..../api/agent-control" # Staging
 
-# Pinecone Configuration
+agent_control_agent_name = "golden-demo-agent"
+agent_control_runtime_auth_mode="jwt"
+agent_control_api_key_header = "Galileo-API-Key"
+agent_control_target_type="log_stream"
+
+
+# PostgreSQL Configuration (pgvector)
 # -----------------------------------------------------------------------------
-# Each project has its own API key - you need both to create vector databases
-# for both local development and hosted/production environments.
-pinecone_api_key_local = ""    # For galileo-demo-local Pinecone project
-pinecone_api_key_hosted = ""   # For galileo-demo-hosted Pinecone project
+# PostgreSQL with pgvector extension for vector storage.
+# See README for Docker setup instructions.
+postgres_host = "localhost"
+postgres_port = "5432"
+postgres_user = "postgres"
+postgres_password = "..."
+postgres_db = "vectordb"
 
 # Environment Configuration
 # -----------------------------------------------------------------------------
 # Set to "local" for local development, "hosted" for production/deployed demos
-# This determines which Pinecone project is used for vector storage.
+# This determines which pgvector collection prefix is used for vector storage.
 environment = "local"
 
 # Live Finance Data (Optional)
 # -----------------------------------------------------------------------------
 # Alpha Vantage API key for backup stock data source.
 # Get a free key at: https://www.alphavantage.co/support/#api-key
 # Note: Yahoo Finance (yfinance) is used as the primary source and requires no key.
-alpha_vantage_api_key = ""
-
-# Observability Platforms (Optional)
-# -----------------------------------------------------------------------------
-# OpenTelemetry Platforms (Phoenix / Arize AX)
-# NOTE: Phoenix and Arize AX are mutually exclusive but can be toggled instantly in the UI.
-# -----------------------------------------------------------------------------
-
-# Phoenix (Arize's hosted OpenTelemetry platform)
-PHOENIX_ENDPOINT = "https://app.phoenix.arize.com/v1/traces"  # Standard Phoenix endpoint
-PHOENIX_API_KEY = ""              # Your Phoenix API key
-# PHOENIX_PROJECT_NAME = "galileo-demo"  # Optional: Override project name (fixed at startup)
-
-# Arize AX (Arize Platform with OpenTelemetry)
-ARIZE_API_KEY = ""                # Your Arize API key
-ARIZE_SPACE_ID = ""               # Your Arize Space ID
-# Note: Arize project name changes dynamically per domain (e.g., galileo-demo-finance)
-
-# Callback-based Platforms
-# These can be toggled on/off instantly without app restart
-# -----------------------------------------------------------------------------
-
-# LangSmith Configuration
-LANGCHAIN_API_KEY = ""           # LangSmith API key (uses same project name as Galileo)
-
-# Braintrust Configuration
-BRAINTRUST_API_KEY = ""          # Braintrust API key (uses same project name as Galileo)
+alpha_vantage_api_key = "..."
 
 # Admin Configuration
 # -----------------------------------------------------------------------------