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Context-aware Chatbot using Llama 2 & LanceDB Serverless Vector Database

Building a Real Chatbot with RAG Method

RAG System Image

Experience the future of chatbots with our Context-aware Chatbot powered by Llama 2 and LanceDB. We bring you the convergence of cutting-edge technology and practical use cases, all backed by the versatility of Large Language Models (LLMs).

Explore the Possibilities

With our Chatbot, you can effortlessly engage in meaningful conversations with your data. Whether it's querying documents or seeking information, our chatbot is your intuitive companion.

Leveraging Advanced Techniques

We demonstrate the powerful combination of LangChain and LanceDB alongside the LLM model Llama 2. We leverage RAG (Retrieval Augmented Generation) to achieve this, enabling a truly context-aware chatbot experience.

Get Started with the Colab Walkthrough

Dive into the world of context-aware chatbots by starting with our Colab walkthrough. It's an interactive guide that takes you through the process step by step.

Colab walkthrough - Open In Colab

Learn More in Our Blog

For an in-depth understanding of our chatbot's capabilities and the technologies behind it, read our blog post. It's a comprehensive resource that delves into the intricacies of our approach.

Read the Blog Post

Unlock the future of conversational AI with us. Explore, learn, and engage with our context-aware chatbot.