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The AI Chat Bot project integrates OpenAI's LangChain Agent with RAG technology, offering a user-friendly interface via Streamlit for seamless communication. It serves diverse functions such as customer service and information retrieval, remaining at the forefront of conversational AI through continuous refinement.

NikhilSaiEppa/AI_Chat_Bot

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AI Chot Bot

Description

AI Chot Bot is an innovative chatbot application built using Retrieval Augmented Generation (RAG) technology. The project's core functionality is powered by LangChain Agent, an open-source Language Model equipped with advanced tools. The chat interface is provided by Streamlit, offering users an intuitive and user-friendly way to interact with the chatbot.

Objectives

Interactive Conversations:

Implement a chatbot capable of engaging users in interactive conversations.

Contextual Responses:

Provide contextual responses by leveraging Retrieval Augmented Generation (RAG).

Information Retrieval:

Enable the chatbot to retrieve information, delivering accurate and relevant answers to user queries.

Memory and Personalization:

Maintain a memory of past interactions to remember context and provide personalized responses.

User-Friendly Interface:

Develop a user-friendly interface using Streamlit, ensuring accessibility for users of all technical levels.

Tech Stack

Open AI, Vertex AI, Pinecone, GCP,Prompt Eng, Hugging Face, Langchain, Conversational Buffer Window Memory, Python,Streamlit,MySql

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The AI Chat Bot project integrates OpenAI's LangChain Agent with RAG technology, offering a user-friendly interface via Streamlit for seamless communication. It serves diverse functions such as customer service and information retrieval, remaining at the forefront of conversational AI through continuous refinement.

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