How does Tilores Identity RAG improve LLM performance?

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.

What challenges does Tilores Identity RAG address?

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.

Is Tilores Identity RAG easy to integrate?

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.

What are the key features of Tilores Identity RAG?

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

Q: How does Tilores Identity RAG handle data unification?

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.

WebsiteFree TrialLarge Language Models (LLMs)AI Customer Service Assistant AI Knowledge Management

Tilores Identity RAG is a platform providing customer data search, unification, and retrieval services for large language models (LLMs), using real-time fuzzy search technology to deliver accurate, relevant, and unified customer data responses.

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Updated:Nov 9, 2024

What is Tilores Identity RAG

Tilores Identity RAG is an innovative solution designed to enhance the capabilities of large language models (LLMs) by providing efficient access to unified customer data. It addresses the challenges LLMs face when dealing with structured customer information scattered across multiple sources. By combining sophisticated identity resolution techniques with the power of LLMs, Tilores Identity RAG enables data scientists to create more intelligent, context-aware AI applications, particularly in areas such as customer service, fraud prevention, and compliance.

Key Features of Tilores Identity RAG

Tilores Identity RAG is a platform providing customer data search, unification, and retrieval services for large language models (LLMs). It uses real-time fuzzy search technology to handle spelling errors and inaccurate information, delivering accurate, relevant, and unified customer data responses. The system connects to multiple source systems, unifies scattered customer data, and enables LLMs to use this unified data for answering queries or as context for subsequent unstructured data queries.

Fuzzy Search: Utilizes real-time fuzzy search technology to handle misspellings and inaccuracies, ensuring accurate and relevant customer data retrieval.

Data Unification: Unifies scattered customer data from different source systems using fuzzy matching, even when attributes aren't identical.

LLM Integration: Seamlessly integrates with LLMs through LangChain, allowing them to access and utilize unified customer data for query responses.

Scalable Infrastructure: Offers managed and distributed infrastructure to scale customer data processing alongside LLM growth.

Real-time Dynamic Profiling: Builds dynamic customer profiles at query time, providing LLMs with access to up-to-date unified customer data.

Use Cases of Tilores Identity RAG

Voter fraud detection: Use Tilores Identity RAG to unify and retrieve voter data to detect fraudulent activities in the U.S.

Company registration information queries: Quickly retrieve company registration information through the API provided by Tilores Identity RAG in the U.K.

CRM data deduplication: Utilize Tilores Identity RAG to unify customer data in CRM systems and reduce duplicate records.

KYC and AML compliance: Leverage Tilores Identity RAG for real-time customer data monitoring and compliance checks in financial services.

Pros

Improves LLM accuracy with unified and real-time customer data

Handles misspellings and inaccuracies through fuzzy search

Scales easily with managed infrastructure

Offers quick integration through LangChain and data connectors

Cons

May require initial setup and configuration for data sources

Potential privacy concerns when unifying customer data from multiple sources

How to Use Tilores Identity RAG

Connect data sources: Connect Tilores to your internal customer data sources that are scattered across multiple systems.

Configure fuzzy matching: Set up fuzzy matching rules in Tilores to unify customer data, even when attributes aren't identical across sources.

Integrate with your LLM: Use the Tilores LangChain integration to connect Tilores to your large language model.

Query unified customer data: Use your LLM to query Tilores and retrieve unified customer data in real-time to answer queries or provide context.

Develop your LLM application: Create your LLM application leveraging the unified customer data from Tilores for more accurate and context-aware responses.

Tilores Identity RAG FAQs

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.

Official Posts

How to Use Tilores Identity RAG: Enhance Your LLM

Tilores Identity RAG Review: Revolutionizing LLM Data Retrieval

Analytics of Tilores Identity RAG Website

Tilores Identity RAG Traffic & Rankings

11.3K

Monthly Visits

#2349355

Global Rank

#24597

Category Rank

Traffic Trends: Sep 2024-Nov 2024

Tilores Identity RAG User Insights

00:00:37

Avg. Visit Duration

1.6

Pages Per Visit

51.56%

User Bounce Rate

Top Regions of Tilores Identity RAG

US: 26.11%

IT: 17.57%

GB: 10.06%

IN: 9.59%

DE: 9.45%

Others: 27.23%

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