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Limitations
Oriol Zertuche avatar
Written by Oriol Zertuche
Updated over a week ago

While Cody AI Bots offer a powerful solution for generating customized responses based on user queries, they do come with certain limitations. Being aware of these boundaries can help you set realistic expectations and make informed decisions when using the platform. In this article, we will discuss some of the limitations of Cody AI Bots, including semantic search, mathematical capabilities, and handling of images and diagrams.

Semantic Search Limitations

Cody AI Bots use semantic search to analyze user queries and generate answers based on the available information. While this approach allows the AI to provide relevant and accurate responses, the generated fragments of information can sometimes be limited in context.

As a result, the AI may occasionally produce answers that lack the desired depth or specificity. This limitation can be mitigated by continuously refining your input documents, ensuring that the AI has access to ample context and information to generate well-rounded responses.

Limited Mathematical Capabilities

Cody AI Bots currently do not have the capability to perform mathematical calculations or work well with tabular data. This means that the AI may struggle to generate accurate answers for queries that require calculations or involve complex numerical data.

If your use case involves mathematical operations or the analysis of tabular data, Cody AI may not be the ideal solution at this time. However, future enhancements to the platform may address these limitations and expand the AI's capabilities in this area.

Inability to Interpret Images and Diagrams

Cody AI Bots are unable to see or interpret images, diagrams, or other visual elements within documents. The AI relies solely on text-based information to generate responses, which can limit its effectiveness when dealing with content that relies heavily on visual elements for context or explanation.

To work around this limitation, consider providing detailed textual descriptions for any images or diagrams in your documents. This will enable the AI to better understand the context of the visual elements and generate more accurate responses based on the available information.

Conclusion

While Cody AI Bots offer a powerful and versatile solution for generating customized responses, it's essential to be aware of their limitations. By understanding the challenges associated with semantic search, mathematical capabilities, and handling of images and diagrams, you can set realistic expectations for the platform and make informed decisions about its suitability for your needs. As the technology continues to evolve, these limitations may be addressed, further enhancing the capabilities and potential applications of Cody AI Bots.

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