Ringkasan Integrasi

import litellm
import os

os.environ["NEOSANTARA_API_KEY"] = "nsk_..."

# Panggil model via provider resmi neosantara/
response = litellm.completion(
    model="neosantara/deepseek-v4.1-flash",
    messages=[{"role": "user", "content": "Jelaskan arsitektur agentic loop."}]
)
print(response.choices[0].message.content)

from langchain_openai import ChatOpenAI
import os

llm = ChatOpenAI(
    model="gemini-3.8-flash",
    openai_api_base="https://api.neosantara.xyz/v1",
    openai_api_key=os.environ["NEOSANTARA_API_KEY"]
)

response = llm.invoke("Jelaskan arsitektur agentic loop.")
print(response.content)

# Arahkan base URL Anthropic ke gateway Neosantara
export ANTHROPIC_BASE_URL="https://api.neosantara.xyz/anthropic"
export ANTHROPIC_API_KEY="nsk_your_api_key_here"

# Jalankan coding agent
claude