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Chatbots Case Study

Domain-specific assistants and internal tools for support, sales and ops. Evals, guardrails and RAG done right.

Technologies Used

LLM RAG Automation

Overview

This case study presents the development and implementation of domain-specific chatbot assistants designed for enterprise support, sales operations, and internal tooling. The project emphasizes proper evaluation frameworks, safety guardrails, and effective Retrieval-Augmented Generation (RAG) implementation.

Key Features

  • Multi-domain expertise: Specialized assistants for customer support, sales qualification, and internal operations
  • Robust evaluation framework: Comprehensive testing and performance monitoring
  • Advanced safety guardrails: Content filtering, response validation, and ethical constraints
  • Optimized RAG pipeline: Intelligent document chunking, semantic search, and context management

Detailed implementation details, architecture diagrams, and performance metrics are available upon request for authorized viewers.