AI-Powered Retrieval-Augmented Generation (RAG) Chatbot by Venu MakkaAI-Powered Retrieval-Augmented Generation (RAG) Chatbot by Venu Makka

AI-Powered Retrieval-Augmented Generation (RAG) Chatbot

Venu Makka

Data Scientist

Data Scraper

AI Developer

AWS

LangChain

Python

Technologies & Tools Used: Python, LangChain, GPT-3, Amazon Bedrock, ChromaDB, AWS, Prompt Engineering

Description: Designed and developed a state-of-the-art RAG chatbot capable of providing accurate, data-driven responses by integrating structured and unstructured knowledge sources. The system utilized embeddings to enhance information retrieval and accuracy.

Client Benefit: Automated complex customer support tasks, reducing response time by 80%, improving operational efficiency, and enhancing customer satisfaction.

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Posted Nov 21, 2024

Designed and developed a state-of-the-art RAG chatbot capable of providing accurate, data-driven responses by integrating structured and unstructured knowledge

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