let base_url = std::env::var("OPENAI_BASE_URL").expect("OPENAI_BASE_URL not set");
let key = std::env::var("OPENAI_API_KEY").expect("OPENAI_API_KEY not set");
let client = openai::Client::builder()
    .api_key(key)
    .base_url(base_url)
    .build()
    .unwrap();
let model = client.embedding_model(MINIMAX_M2);
let db = surrealdb::Surreal::new::<Mem>(()).await.unwrap();
let vector = SurrealVectorStore::with_defaults(model, db);

let agent = client
    .agent(MINIMAX_M2_7)
    .preamble("You are a dice rolling AI. Always use tools to roll dice.")
    .tools(tools())
    .temperature(0.7)
    .max_tokens(4096)
    .dynamic_context(3, vector)
    .build();