Last verified: October 10, 2026 DeepSeek V4.1 Flash is DeepSeek’s current Flash model route for the API. For new API code, the model name you should normally use is deepseek-flash, not deepseek-v4-flash or deepseek-v4-flash-vision-exp. DeepSeek’s official release note says V4.1…
You can use DeepSeek with Codex directly by configuring DeepSeek as a custom model provider. Codex remains the coding-agent client that reads your repository, proposes edits, and runs tools under its permission controls. Supported model requests go to DeepSeek through…
Last Reviewed: October 14, 2026 DeepSeek and Qwen are both strong model ecosystems, but they fit different requirements. DeepSeek is the more focused choice when you want a compact first-party API lineup, native Responses and Anthropic API compatibility, extremely inexpensive…
Last reviewed: October 16, 2026 DeepSeek Tool Calls let a DeepSeek model request a structured function call in the Chat Completions API, while your application validates, executes, and returns the real tool result. That separation is the key idea: the…
Last verified: October 17, 2026 If you searched for a DeepSeek Python SDK, the documented starting point for normal DeepSeek API calls is the openai Python package configured with a DeepSeek API key, DeepSeek’s base_url, and a current DeepSeek model…
Last verified: October 7, 2026 DeepSeek vs Grok is not a simple chatbot-versus-chatbot comparison. DeepSeek can mean the DeepSeek app, DeepSeek Web, the DeepSeek API, current model IDs such as deepseek-flash and deepseek-v4-pro, or open-weight model releases. Grok can mean…
Last reviewed: October 10, 2026 DeepSeek vs Meta AI is not a simple chatbot-versus-chatbot comparison. DeepSeek can mean the DeepSeek app, DeepSeek Web, the DeepSeek API, current hosted model IDs such as deepseek-flash and deepseek-v4-pro, or open-weight model releases. Meta…
Last verified: October 7, 2026 DeepSeek API error codes tell you whether a failed request is caused by request formatting, authentication, billing, invalid parameters, rate limits, server errors, or server overload. The most important rule is simple: do not retry…
Last verified: October 10, 2026 DeepSeek vs Llama is not a simple model-versus-model comparison. DeepSeek can mean a hosted API, a consumer app, or open-weight checkpoints such as DeepSeek-V4.1-Flash, DeepSeek-R1, and the smaller R1 distills. Llama usually means Meta’s open-weight…
Last reviewed: October 10, 2026 DeepSeek JSON Output helps a DeepSeek model return a JSON string instead of a natural-language answer. In Chat Completions, enable it with response_format={“type”:”json_object”}, explicitly ask for JSON in the prompt, show the expected shape, and…