Empowering Real Estate
and
Private Equity Professionals
Tailored for industry-specific challenges, RESTATX enables professionals to drive innovation, optimize investments, and streamline collaboration in a competitive market.
Streamline Transactions, Mitigate Risks, and Enhance Compliance with AI
Automate workflows, ensure transparency, analyze market trends, and meet regulatory standards effortlessly using AI-powered tools for proactive decision-making and robust compliance management. Simplify complex transactions and achieve seamless business operations with cutting-edge technology.
Private
Equity
Transformative Financial Data Management
Centralized Portfolio Management: Manage data and investments with clarity and confidence. Accelerate Due Diligence: Intelligent automation reduces the time to close deals, unlocking value faster. Data-Driven Decisions: RESTATX transforms complex financial data into actionable insights.
RAG-LLM
Solution
Overview
Query Understanding
The RAG-LLM solution utilizes a dual encoder approach BERT and FAISS to process queries. BERT generates high-quality embeddings, capturing semantic meaning for accurate context retrieval and Faiss enables fast similarity searches, providing instant access to relevant information.
Context Retrieval
BERT is used to generate high-quality embeddings from both documents and market data. Utilizing Faiss, HNSW, or Annoy for high-speed indexing, enabling fast and scalable similarity searches for Large Language Models (LLMs). HNSW supports real-time queries, while Faiss optimizes large-scale searches.
Contextualized Responses
Hugging Face’s transformer models (e.g., GPT, T5) work with retrieved context to produce specific, accurate, and context-rich responses or document summaries. This generation-based approach allows users to access precise answers to complex queries, reducing review time and supporting decision-making.