src/libs/Cohere/openapi.yaml (8)

Line range hint 1-512: Ensure consistent model names across samples and secure API key handling.

The code samples for the "Documents" endpoint look good overall, but there are a few points to consider:

1. In the Java sample, the API key is hardcoded. This is not a secure practice.
2. The Python sample uses model="command-r-plus-08-2024", while the Java and cURL samples use model="command-r". Ensure consistency across samples.
3. The cURL sample uses "message" instead of "content" in the messages structure, unlike the other samples.

Consider the following improvements:

1. Use environment variables or a secure configuration method for API keys in all samples.
2. Standardize the model name across all samples.
3. Update the cURL sample to use "content" instead of "message" in the messages structure.

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892-904: Standardize client initialization and improve security across samples.

The code samples for the default chat endpoint are good, but there are some inconsistencies and areas for improvement:

1. Client initialization differs across languages. TypeScript and Python use ClientV2, while Java uses Cohere.builder().
2. The Java sample includes an additional message in the conversation history, which is not present in other samples.
3. All samples use hardcoded API keys, which is not a secure practice.

Consider the following improvements:

1. Standardize the client initialization method across all samples if possible.
2. Ensure consistency in the conversation history across all samples.
3. Use environment variables or a secure configuration method for API keys in all samples.

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930-939: Standardize document structure and improve security in V2 API samples.

The code samples for the V2 API "Documents" endpoint are good, but there are some inconsistencies and areas for improvement:

1. The TypeScript sample uses a different structure for documents ({ id: '1', data: 'Cohere is the best!' }) compared to the Python and Java samples, which use a more detailed structure.
2. All samples use hardcoded API keys, which is not a secure practice.
3. The Java sample includes much more detailed document content compared to other samples, which may be confusing for users trying to understand the basic usage.

Consider the following improvements:

1. Standardize the document structure across all samples to provide consistent examples.
2. Use environment variables or a secure configuration method for API keys in all samples.
3. Consider simplifying the Java sample's document content to match the level of detail in other samples, or add more detailed examples to the other language samples for consistency.

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1069-1078: Improve consistency and clarity in streaming API samples.

The code samples for the streaming chat endpoint are good, but there are some inconsistencies and areas for improvement:

1. Client initialization differs across languages. TypeScript and Python use ClientV2, while Java uses Cohere.builder().
2. The Java sample includes an additional message in the conversation history, which is not present in other samples.
3. All samples use hardcoded API keys, which is not a secure practice.
4. The cURL sample doesn't clearly demonstrate how to handle the streaming response, which may be confusing for users.

Consider the following improvements:

1. Standardize the client initialization method across all samples if possible.
2. Ensure consistency in the conversation history across all samples.
3. Use environment variables or a secure configuration method for API keys in all samples.
4. Add a comment or example of how to process the streaming response in the cURL sample, similar to how it's shown in the other language samples.

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1194-1203: Standardize client initialization and improve readability in tools API samples.

The code samples for the chat endpoint with tools are comprehensive, but there are some inconsistencies and areas for improvement:

1. Client initialization differs between TypeScript (CohereClientV2) and Python (cohere.Client).
2. All samples use hardcoded API keys, which is not a secure practice.
3. The Java sample uses a more verbose approach to building the request, which may be harder to read compared to the other language samples.

Consider the following improvements:

1. Standardize the client initialization method across all samples if possible.
2. Use environment variables or a secure configuration method for API keys in all samples.
3. Consider simplifying the Java sample's request building process to improve readability, possibly by using a more concise builder pattern or helper methods.

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7662-7674: Update and standardize tokenize API samples.

The code samples for the tokenize endpoint are generally good, but there are some inconsistencies and areas for improvement:

1. The Python samples use model="command-r-plus-08-2024", while the Java sample uses model="command-r-plus-08-2024". Ensure consistency in model names.
2. All samples use hardcoded API keys, which is not a secure practice.
3. The TypeScript sample is outdated, using cohere.init() instead of the newer CohereClient class.

Consider the following improvements:

1. Standardize the model name across all samples.
2. Use environment variables or a secure configuration method for API keys in all samples.
3. Update the TypeScript sample to use the newer CohereClient class and align it with the structure of other language samples.

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7796-7805: Standardize and update detokenize API samples.

The code samples for the detokenize endpoint are generally good, but there are some inconsistencies and areas for improvement:

1. The Python and Java samples use tokens=[8466, 5169, 2594, 8, 2792, 43], while the TypeScript sample uses tokens: [10002, 2261, 2012, 8, 2792, 43]. Ensure consistency in example tokens.
2. All samples use hardcoded API keys, which is not a secure practice.
3. The TypeScript sample is outdated, using the older client initialization method.

Consider the following improvements:

1. Standardize the example tokens across all samples for consistency.
2. Use environment variables or a secure configuration method for API keys in all samples.
3. Update the TypeScript sample to use the newer CohereClient class and align it with the structure of other language samples.

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Line range hint 1-7805: Overall improvements to API documentation with room for standardization

The changes to this file significantly enhance the Cohere API documentation by providing comprehensive code samples for various endpoints and SDKs. The additions cover important features such as chat with documents, streaming, and function calling (tools).

However, there are several areas where the documentation could be further improved:

1. Consistency: Standardize client initialization methods, model names, and example data across all language samples.
2. Security: Replace hardcoded API keys with references to environment variables or secure configuration methods in all samples.
3. Up-to-date samples: Ensure all samples, especially TypeScript, use the latest client initialization methods and API structures.
4. Readability: Consider simplifying verbose code samples (e.g., Java) to improve readability while maintaining functionality.

Addressing these points will result in more consistent, secure, and user-friendly documentation for developers integrating with the Cohere API.

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Review profile: CHILL