Cerebras¶

from sentimatrix import Sentimatrix
from sentimatrix.config import SentimatrixConfig, LLMConfig

config = SentimatrixConfig(
    llm=LLMConfig(
        provider="cerebras",
        model="llama3.1-70b",
        api_key="your-cerebras-key"  # Or set CEREBRAS_API_KEY
    )
)

async with Sentimatrix(config) as sm:
    summary = await sm.summarize_reviews(reviews)

LLMConfig(
    provider="cerebras",
    model="llama3.1-70b",
    api_key="your-key",           # Or CEREBRAS_API_KEY env var
    temperature=0.7,
    max_tokens=4096,
    timeout=30,
)

import time

async with Sentimatrix(config) as sm:
    start = time.time()

    # Process 100 reviews
    results = await sm.analyze_batch(reviews[:100])

    elapsed = time.time() - start
    print(f"Processed 100 reviews in {elapsed:.2f}s")
    print(f"Rate: {100/elapsed:.1f} reviews/sec")