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Nappai Documentation

Deepseek

Deepseek is a component designed to generate text using Deepseek language models. It simplifies the process of interacting with the Deepseek API, allowing users to generate text based on specific configurations they provide.

Relationship with Deepseek API

Deepseek is directly connected to the Deepseek API, which it uses to access various language models. This connection allows users to select a model and generate text according to their needs, leveraging the capabilities of Deepseek’s language models.

Inputs

  • Max Tokens: Sets the maximum number of tokens to generate. Use 0 for unlimited tokens.
  • Model Kwargs: Provides additional arguments for the model to customize its behavior.
  • Model Name: Allows selection of the specific Deepseek model to use for text generation.
  • Temperature: Controls the randomness of the generated text, with lower values producing more deterministic results.
  • Seed: Ensures reproducibility of results by setting a specific starting point for the text generation process.
  • Credential: Required to access the Deepseek API securely.

Outputs

The primary output of the Deepseek component is a configured ChatOpenAI object. This object can be used to make API calls to Deepseek and retrieve generated text, which can then be integrated into various workflows.

Usage Example

Imagine you are creating a chatbot for customer service. You can use Deepseek to generate responses based on customer queries by selecting an appropriate model and setting the desired temperature for response variability.

Templates

Currently, there are no specific templates where the Deepseek component is pre-configured. Users can integrate it into their custom workflows as needed.

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  • NVIDIA Rerank: Reorders documents using NVIDIA’s API.
  • YouTube Transcripts: Extracts spoken content from YouTube videos.
  • Calculator: Performs basic arithmetic operations.
  • Serp Search API: Calls the Serp Search API for search results.

Tips and Best Practices

  • Use the Max Tokens input to control the length of generated text and manage API usage.
  • Adjust the Temperature setting to balance between creativity and coherence in text generation.
  • Ensure your Credential is valid and secure to maintain access to the Deepseek API.

Security Considerations

Ensure that your API credentials are kept secure and not shared publicly to prevent unauthorized access to the Deepseek API.