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Smart NPC

The Smart NPC demonstrates using Gemini-1.5-Flash to generate NPC dialogues while maintaining the character personality, storyline and scene settings thorughout the conversation.

Players are expected to achieve an objective of the scene, Gemini simulate involving NPCs to respond to the player while implicitly guiding the player toward the objective.

Baseball simulation demo game

This example using the concept of LLM powered Smart NPC in a baseball simulation game, where the player plays the coach of a baseball team. The NPC which powered by the LLM provides tactics suggestions to the player.

Applicaiton Flow

Smart NPC API flow

Game flow

Database Tables

Database Tables

Configurations

It also holds SQL queries for the framework itself in sql section.

  • const.py determines if the game uses Google for Games Quick Start as the LLM backend. Update the USE_QUICK_START to False to invoke Gemini 2.0 API directly.

Deploy the Application

  • Deploy the application
cd $CUR_DIR/examples/smart-npc

export PROJECT_ID=$(gcloud config list --format 'value(core.project)' 2>/dev/null)

find . -type f -name "*.template.yaml" -exec \
  bash -c "template_path={}; sed \"s:your-unique-project-id:${PROJECT_ID:?}:g\" < \${template_path} > \${template_path/%.template.yaml/.yaml} " \;

skaffold run
  • Create database and ingest data

Use your PostgreSQL client of choice, execute SQL scripts to create database tables and insert data to the tables.