Welcome to our latest tutorial video, where I introduce an exciting development in the world of chatbots. In this video, I unveil a chatbot called PrivateGPT, built using the powerful tech stack of Langchain, ChromaDB, and Open Source LLM, all seamlessly integrated into a Streamlit chat interface.
PrivateGPT is an advanced chatbot that leverages the capabilities of Langchain, a cutting-edge library for generative AI tasks. By incorporating Langchain into my chatbot, I unlock its powerful language generation and understanding abilities, allowing PrivateGPT to engage in meaningful and context-aware conversations with users.
Additionally, I utilize ChromaDB, a versatile vector store and database, to efficiently store and retrieve vectors associated with various conversation elements. This integration ensures that PrivateGPT can access relevant information quickly, resulting in faster response times and a more dynamic conversational experience.
To enhance the conversational capabilities of PrivateGPT, I integrate an Open Source LLM (Language Model) that enables the chatbot to perform question answering tasks. This feature allows PrivateGPT to understand and respond to user queries in a more precise and accurate manner, providing valuable information and insights.
The chat interface is built using Streamlit, a powerful framework for creating interactive web applications with Python. With the Streamlit chat interface, users can easily interact with PrivateGPT, asking questions, seeking advice, or engaging in casual conversations. The intuitive and user-friendly interface ensures a seamless and enjoyable experience for users.
Join me in this tutorial video as I guide you through the process of building your own chatbot, PrivateGPT, using the Langchain, ChromaDB, and Open Source LLM tech stack, and integrating it into a Streamlit chat interface. Discover how to create a conversational AI system that can understand, respond, and engage with users in a private and personalized manner. Let’s unlock the potential of PrivateGPT and revolutionize the way we interact with chatbots.
AI Anytime’s GitHub: https://github.com/AIAnytime
Pre-requisite Video: https://www.youtube.com/watch?v=rIV1EseKwU4&t=1569s
ChromaDB: https://www.trychroma.com/
Langchain: https://docs.langchain.com/docs/components/chains/llm-chain
#langchain #ai #python
