CAP LLM Plugin helps developers create tailored Generative AI based CAP applications:
- Without exposing confidential data to LLM by anonymizing sensitive data leveraging SAP HANA Cloud Data Anonymization.
- Seamlessly generate vector embeddings via SAP AI Core.
- Easily retrieve Chat Completion response via SAP AI Core.
- Efforlessly perform similarity search via SAP HANA Cloud Vector engine.
- Simplified single RAG (retrieval-augmented generation) retrieval method powered by SAP AI Core and SAP HANA Cloud Vector Engine.
Feature | Details |
---|---|
Seamlessly anonymize sensitive data using a variety of SAP HANA Cloud's anonymization capabilities | Effortlessly anonymize sensitive data within a CAP application by employing a single @anonymize annotation using a diverse range of SAP HANA Cloud's anonymization algorithms, including but not limited to: |
Effortlessly replace the anonymized data within the LLM response with genuine information | Given that the data provided to the LLM consists of anonymized information, the CAP LLM plugin ensures a seamless replacement of anonymized content within the LLM response with the corresponding authentic data. |
Feature | Details |
---|---|
Embedding generation via SAP AI Core | Easily connect to embedding models via SAP AI Core and generate embeddings seamlessly |
Similarity search | Leverage the SAP HANA Cloud's Vector engine to perform similarity search via CAP LLM Plugin |
Chat LLM Access via SAP AI Core | Simple access to LLM models via SAP AI Core with simplified method for chat completion |
Streamlining RAG retrieval | Single method to streamline the entire RAG retrieval process leveraging SAP AI Core and SAP HANA Cloud Vector Engine |
For API documentation for the CAP LLM plugin, check api-documentation.md under folder docs.
For how to use Anonymization with CAP LLM plugin, check anonymization-usage.md under folder docs.
For sample use cases leveraging CAP LLM Plugin, refer to SAP Samples.
This project is provided "as-is" with no expectation for major changes or support.