NikhilSaiEppa / AI_Chat_Bot

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.

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