Cohere
Quickly integrate Cohere's enterprise-grade NLP models into your applications. This pack guides you from API key setup to performing your first text embedding, enabling search, generation, and classification capabilities.
5 Steps
- 1
Get Your Cohere API Key: Register on the Cohere platform and obtain your API key from the dashboard. This key authenticates your requests.
- 2
Install the Cohere SDK: Use pip to install the official Cohere Python SDK in your development environment.
- 3
Initialize the Cohere Client: Import the `cohere` library and initialize the client with your API key. For security, store your API key as an environment variable (e.g., `COHERE_API_KEY`).
- 4
Generate Text Embeddings: Use the `embed` endpoint to convert text into numerical vectors, essential for semantic search and retrieval. Specify an `input_type` for optimal results.
- 5
Explore Other Capabilities: Refer to the Cohere documentation for advanced usage, including text generation (`generate`), classification (`classify`), and summarization, leveraging different models.
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