Anthropic’s new Citations feature on the Claude API allows AI models to provide detailed references to source documents, enhancing accountability and reducing hallucinations. This feature is available on Claude 3.5 Sonnet and Haiku, supporting applications like document summarization and customer support.
Anthropic has recently introduced a groundbreaking feature called Citations on its Claude API. This innovation aims to significantly enhance the trustworthiness of AI-generated responses by allowing models to cite specific source documents. The Citations feature is designed to address a critical challenge in AI: verifying the origins of generated information.
With Citations, developers can now add source documents to the context window, and when querying the model, Claude automatically cites claims in its output that are inferred from those sources. This approach simplifies development workflows by eliminating the need for complex prompts that often led to inconsistent performance and significant time investment in prompt engineering and testing.
Internal evaluations show that Citations improves recall accuracy by up to 15% compared to custom implementations. The feature supports Claude 3.5 Sonnet and Haiku on both Anthropic’s API and Google Cloud’s Vertex AI platform. This integration is particularly useful in applications like document summarization, complex Q&A, and customer support, where accuracy and transparency are paramount.
For instance, Thomson Reuters is deploying Claude with Citations to power its CoCounsel legal AI reference platform. This integration boosts trust and reduces hallucination risks in legal and tax advisory services. The Citations feature also processes documents by breaking them into chunks, such as sentences, which are then passed to the AI alongside the user query, ensuring responses cite specific content.
1. What is the Citations feature on the Claude API?
The Citations feature allows AI models to provide detailed references to source documents, enhancing accountability and reducing hallucinations.
2. Which models support the Citations feature?
The Citations feature supports Claude 3.5 Sonnet and Claude 3.5 Haiku.
3. How does the Citations feature work?
Developers add source documents to the context window, and when querying the model, Claude automatically cites claims in its output that are inferred from those sources.
4. What are the benefits of using the Citations feature?
It improves recall accuracy by up to 15%, simplifies development workflows, and reduces the risk of hallucinations.
5. Are there any notable users of the Citations feature?
Yes, Thomson Reuters is using the Citations feature to power its CoCounsel legal AI reference platform.
The introduction of the Citations feature on the Claude API marks a significant step towards enhancing the trustworthiness of AI-generated responses. By providing detailed references to source documents, this feature addresses a critical challenge in AI and is expected to bolster Claude’s appeal among developers seeking robust, accountable AI integrations.
+ There are no comments
Add yours