Tilores Identity RAG FAQs

Question 1

What is Tilores Identity RAG?

Accepted Answer

Tilores Identity RAG is a system that connects to LLMs to search, unify, and retrieve customer data scattered across multiple source systems. It allows LLMs to access accurate and unified customer data for answering queries or providing context for subsequent unstructured data queries.

Question 2

How does Tilores Identity RAG improve LLM performance?

Accepted Answer

Tilores Identity RAG improves LLM performance by providing realtime fuzzy search capabilities that handle misspellings and inaccuracies, unifying scattered customer data from different sources, and enabling rapid retrieval of structured customer data. This allows LLMs to provide more accurate and context-aware responses.

Question 3

What challenges does Tilores Identity RAG address?

Accepted Answer

Tilores Identity RAG addresses challenges faced by LLMs in retrieving information from structured customer data, including scattered data sources, difficulties in finding customer data when search terms are not an exact match, and the complexity of unifying customer records.

Question 4

How does Tilores Identity RAG handle data unification?

Accepted Answer

Tilores Identity RAG unifies scattered customer data from different source systems using fuzzy matching, even when attributes aren't identical. Each unified customer record can hold hundreds of connected records, which can be queried by the LLM.

Question 5

Is Tilores Identity RAG easy to integrate?

Accepted Answer

Yes, Tilores Identity RAG offers rapid go-live with a LangChain integration and data connectors. It uses managed and distributed infrastructure to scale customer data with your LLM.

Question 6

What are the key features of Tilores Identity RAG?

Accepted Answer

Key features of Tilores Identity RAG include fuzzy search capabilities, data unification across multiple sources, rapid retrieval of structured customer data, and the ability to build dynamic customer profiles at query time.

Tilores Identity RAG Howto

More Information

How to Use Tilores Identity RAG