Camel AI

from camel.agents import ChatAgent
from camel.models import ModelFactory
from camel.types import ModelPlatformType

model = ModelFactory.create(
    model_platform=ModelPlatformType.SAMBA,
    model_type="Meta-Llama-3.3-70B-Instruct",
    url="https://api.sambanova.ai/v1",
)
agent = ChatAgent(model=model)
print(agent.step("Say hello in five words.").msgs[0].content)

Hello, how are you today?

import os
import sys

from camel.agents import ChatAgent
from camel.models import ModelFactory
from camel.types import ModelPlatformType

if not os.environ.get("SAMBA_API_KEY"):
    sys.exit("Set SAMBA_API_KEY before running this script.")

model = ModelFactory.create(
    model_platform=ModelPlatformType.SAMBA,
    model_type="Meta-Llama-3.3-70B-Instruct",
    url="https://api.sambanova.ai/v1",
)

planner = ChatAgent(
    system_message=(
        "You are a release planner. Given a goal, reply with a numbered plan "
        "of at most four steps. Keep each step to one sentence."
    ),
    model=model,
)
reviewer = ChatAgent(
    system_message=(
        "You are a critical reviewer. Given a plan, name the single riskiest "
        "step and propose one concrete change. Reply in under 80 words."
    ),
    model=model,
)

goal = "Ship a rate limiter for a public REST API."

try:
    plan = planner.step(goal).msgs[0].content
    critique = reviewer.step(plan).msgs[0].content
    revised = planner.step(
        f"Revise your plan using this feedback:\n{critique}"
    ).msgs[0].content
except Exception as exc:
    sys.exit(f"CAMEL request failed: {exc}")

print("PLAN\n", plan)
print("\nREVIEW\n", critique)
print("\nREVISED PLAN\n", revised)

PLAN
 1. Define the rate limit policy and the window granularity.
 ...

REVIEW
 The riskiest step is ... Instead, ...

REVISED PLAN
 1. Define the rate limit policy per API key rather than per IP.
 ...