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Perplexity: Sonar Deep Research
perplexity/sonar-deep-researchsearch
Sonar Deep Research is a research-focused model designed for multi-step retrieval, synthesis, and reasoning across complex topics. It autonomously searches, reads, and evaluates sources, refining its approach as it gathers information.
Price in / out
Context / Max output
128K / 115K
Released
Mar 7, 2025
Additional rates
Thinking
Search · every request
Parameters
messagesrequiredmax_tokensoptional · alias max_completion_tokensstreamtrue · falseproviderrouting: order · only · ignore · sortstream_options{"include_usage": true}Fine-tuning · 5
temperature0–2top_p0–1top_koptionalfrequency_penalty−2…2presence_penalty−2…2How to use via API
from openai import OpenAI
client = OpenAI(base_url="https://api.mixen.ai/v1", api_key="mxn-...")
resp = client.chat.completions.create(
model="perplexity/sonar-deep-research",
messages=[{"role": "user", "content": "Привет"}],
temperature=0.7,
max_tokens=1024,
stream=False,
)
print(resp.choices[0].message.content)
# Стриминг: stream=True — ответ приходит чанками
for chunk in client.chat.completions.create(
model="perplexity/sonar-deep-research",
messages=[{"role": "user", "content": "Привет"}],
stream=True,
):
print(chunk.choices[0].delta.content or "", end="", flush=True)