Files that changed from the base of the PR and between 0b9d7ac and 223dbda.

• src/libs/Cohere/openapi.yaml (6 hunks)

• src/libs/Cohere/openapi.yaml: Error: Server error: no LLM provider could handle the message

src/libs/Cohere/openapi.yaml (7)

904-904: LGTM: cURL snippet for default chat API call

The cURL snippet is well-structured and follows good practices:

1. It uses an environment variable $CO_API_KEY for the API key, which is a secure approach.
2. The JSON payload is well-formatted and easy to read.
3. The correct endpoint and headers are used.

---

939-939: LGTM: cURL snippet for chat API call with Documents

The cURL snippet for the Documents API call is well-structured and follows good practices:

1. It uses an environment variable $CO_API_KEY for the API key, maintaining security.
2. The JSON payload is well-formatted, including the document structure.
3. The correct endpoint and headers are used.

---

1078-1078: LGTM: cURL snippet for streaming chat API call

The cURL snippet for the streaming chat API call is well-structured and follows good practices:

1. It uses an environment variable $CO_API_KEY for the API key, maintaining security.
2. The JSON payload is well-formatted and includes the "stream": true parameter for streaming.
3. The correct endpoint and headers are used.

This snippet correctly demonstrates how to initiate a streaming chat request using cURL.

---

Line range hint 904-6555: Overall assessment and suggestions for improvement

The openapi.yaml file provides comprehensive examples of various Cohere API calls, including chat, document-based chat, and streaming chat, in both Java and cURL formats. This is valuable for developers using different languages or tools.

Global suggestions for improvement:

1. Java snippets:

   • Consistently use environment variables or secure configuration management for API keys across all examples.
   • Improve readability by using multi-line strings (Java 15+) for long string content.
   • Consider extracting common setup code (e.g., Cohere client initialization) into a shared method to reduce duplication.

2. cURL snippets:

   • The current implementation using $CO_API_KEY is good. Maintain this approach for consistency.

3. Documentation:

   • Consider adding brief comments explaining the purpose and key features of each API call example.
   • Include a note about the importance of securing API keys in production environments.

4. Consistency:

   • Ensure all Java examples follow the same coding style and best practices.
   • Verify that all examples use the same model version (command-r-plus-08-2024) unless there's a specific reason for variation.

To improve maintainability and consistency, consider reorganizing the code snippets into separate files for each language, with a common structure. This could make it easier to update and manage the examples as the API evolves.

To ensure consistency across all Java examples, run:

#!/bin/bash
# Check for consistent use of model version
rg 'model\("command-r-plus-08-2024"\)' --type java

# Check for potential hardcoded API keys
rg 'token\("(?!<<apiKey>>)' --type java

# Verify consistent error handling
rg 'try|catch|throw' --type java

These checks will help maintain consistency and identify any outliers in the codebase.

---

939-939: ⚠️ Potential issue

Improve security and readability in the Java code snippet for Documents

1. Security: As mentioned in the previous Java snippet, avoid hardcoding the API key. Use environment variables or a secure configuration management system instead.

2. Readability: The document content is split across multiple lines with string concatenation, which affects readability. Consider using a multi-line string or a separate method to load document content.

For the API key, use the same approach as suggested earlier:

String apiKey = System.getenv("COHERE_API_KEY");
Cohere cohere = Cohere.builder().token(apiKey).clientName("snippet").build();

For document content, consider using a multi-line string (available in Java 15+):

V2ChatRequestDocumentsItem.of("""
    ↓ Skip to Main Content

    Music industry – One step closer to being accurate

    CSPC: Backstreet Boys Popularity Analysis

    Hernán Lopez Posted on February 9, 2017 Posted in CSPC 72 Comments Tagged with Backstreet Boys, Boy band

    At one point, Backstreet Boys defined success: massive albums sales across the globe, great singles sales, plenty of chart topping releases, hugely hyped tours and tremendous media coverage.

    It is true that they benefited from extraordinarily good market conditions in all markets. After all, the all-time record year for the music business, as far as revenues in billion dollars are concerned, was actually 1999. That is, back when this five men group was at its peak.
    """)

This approach improves readability and maintainability of the code.

To check for string concatenation across multiple lines, which might indicate readability issues, run:

---

904-904: ⚠️ Potential issue

Improve security and readability in the Java code snippet

1. Security: Instead of hardcoding the API key, consider using environment variables or a secure configuration management system.

2. Readability: The message content is split across multiple lines with string concatenation. Consider using a multi-line string for better readability.

Here's a suggested improvement for the message content:

- .content(UserMessageContent.of("Who discovered" + " gravity?"))
+ .content(UserMessageContent.of("Who discovered gravity?"))

For the API key, consider using:

String apiKey = System.getenv("COHERE_API_KEY");
Cohere cohere = Cohere.builder().token(apiKey).clientName("snippet").build();

To ensure no hardcoded API keys are present in the codebase, run:

---

1078-1078: ⚠️ Potential issue

Improve security and readability in the Java code snippet for Streaming

1. Security: As mentioned in previous Java snippets, avoid hardcoding the API key. Use environment variables or a secure configuration management system.

2. Readability: The message content is split across multiple lines with string concatenation, which affects readability. Consider using a multi-line string for better readability.

3. Streaming Implementation: The streaming implementation looks good, properly handling the streamed response.

For the API key and message content, apply the same improvements as suggested in previous comments:

String apiKey = System.getenv("COHERE_API_KEY");
Cohere cohere = Cohere.builder().token(apiKey).clientName("snippet").build();

// Use a multi-line string for message content (Java 15+)
.content(UserMessageContent.of("""
    Who discovered gravity?
    """))

The streaming implementation is correct, properly iterating over the streamed response and handling content deltas.

To ensure proper handling of streamed responses across the codebase, run: