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Project 01

Protean AI Bot

Intelligent Agentic Bot using RAG architecture with LangChain and MCP server integration.

Software Engineer 2024

Protean AI Bot is an intelligent agentic customer support system built on RAG (Retrieval-Augmented Generation) architecture with LangChain and MCP server integration.

The bot implements semantic search and automated response generation capabilities, creating a sophisticated AI-powered support system that understands context and delivers accurate, relevant answers.

Successfully reduced manual support overhead by 60%, demonstrating significant operational efficiency improvements through advanced AI integration.

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Features

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RAG architecture for context-aware response generation

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MCP server integration for tool use and agentic capabilities

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Semantic search across knowledge bases

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Automated response generation with high accuracy

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60% reduction in manual support overhead

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Tech Stack

LangChain
RAG
MCP
Semantic Search
Python

© 2026 Srthk Pthk

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