Extra Credit

Cohere

Official docs outline

12 sections
  1. Cohere platform overview

    Command, Embed, and Rerank model families and the platform's building blocks.

  2. Models

    Available Command, Embed, Rerank, and Aya models and their capabilities.

  3. Chat API

    Messages, roles, preambles, and streaming with the v2 chat endpoint.

  4. Tool use

    Defining tools, multi-step tool use, and agentic behavior.

  5. Structured outputs

    Constraining responses to JSON schemas.

  6. Retrieval augmented generation

    Grounding generation in documents with citations.

  7. Embeddings

    Embed models, input types, and embedding use for search and classification.

  8. Rerank

    Reranking search results to improve relevance.

  9. Prompt engineering

    Writing effective prompts for Command models.

  10. Fine-tuning

    Customizing models on your own data.

  11. Deployment options

    Cohere platform, cloud providers, and private deployment.

  12. Rate limits and errors

    API key types, throttling, and error handling.

Each section links to the official page. Titles and summaries by Extra Credit; the docs belong to their authors.

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