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Library / Chatbots & Messaging Bots

Chatbots & Messaging Bots

Chat with DeepSeek V3 and R1 Models Quick Start

When a chat message arrives, an agent answers using DeepSeek V3 or R1 reasoning through the DeepSeek API, with Ollama and OpenAI-compatible examples.

What it does

# Your First DeepSeek API Call The DeepSeek API uses an API format compatible with OpenAI. By modifying the configuration, you can use the OpenAI SDK or softwares compatible with the OpenAI API to access the DeepSeek API. https://api-docs.deepseek.com/ ## Configuration Parameters | Parameter | Value | |-----------|--------| | base_url | https://api.deepseek.com | | api_key | https://platform.deepseek.com/api_keys | ## Important Notes - To be compatible with OpenAI, you can also use https://api.deepseek.com/v1 as the base_url. Note that the v1 here has NO relationship with the model's version. - The deepseek-chat model has been upgraded to DeepSeek-V3. The API remains unchanged. You can invoke DeepSeek-V3 by specifying model='deepseek-chat'. - deepseek-reasoner is the latest reasoning model, DeepSeek-R1, released by DeepSeek. You can invoke DeepSeek-R1 by specifying model='deepseek-reasoner'.

The steps

  1. When chat message received
  2. AI Agent
  3. DeepSeek
  4. Window Buffer Memory
  5. Basic LLM Chain2
  6. Ollama DeepSeek
  7. DeepSeek JSON Body
  8. DeepSeek Raw Body

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