Skip to main content
HomeCode-alongsArtificial Intelligence (AI)

Building Chatbots with the OpenAI API and Pinecone

Build a chatbot with long term memory using the OpenAI API & PineCone and use it to answer questions about research papers.
Oct 2023
Code along with us onCode Along

Chatbots have been around for years, but it's only with the advent of LLMs and vector databases that it's been possible for most people to create high quality chatbots that provide a pleasant user experience. In this project, you'll build on your skills with GPT, Pinecone and LangChain to create a chatbot that answers questions about research papers. You'll make use of retrieval augmented generation, and learn how to combine this with conversational memory to hold a conversation with the chatbot.

Topics
Related

blog

What is OpenAI's GPT-4o? Launch Date, How it Works, Use Cases & More

Discover OpenAI's GPT-4o and learn about its launch date, unique features, capabilities, cost, and practical use cases.
Richie Cotton's photo

Richie Cotton

6 min

blog

AI Ethics: An Introduction

AI Ethics is the field that studies how to develop and use artificial intelligence in a way that is fair, accountable, transparent, and respects human values.
Vidhi Chugh's photo

Vidhi Chugh

9 min

podcast

The 2nd Wave of Generative AI with Sailesh Ramakrishnan & Madhu Iyer, Managing Partners at Rocketship.vc

Richie, Madhu and Sailesh explore the generative AI revolution, the impact of genAI across industries, investment philosophy and data-driven decision-making, the challenges and opportunities when investing in AI, future trends and predictions, and much more.
Richie Cotton's photo

Richie Cotton

51 min

tutorial

Troubleshooting The No module named 'sklearn' Error Message in Python

Learn how to quickly fix the ModuleNotFoundError: No module named 'sklearn' exception with our detailed, easy-to-follow online guide.
Amberle McKee's photo

Amberle McKee

5 min

tutorial

Phi-3 Tutorial: Hands-On With Microsoft’s Smallest AI Model

A complete guide to exploring Microsoft’s Phi-3 language model, its architecture, features, and application, along with the process of installation, setup, integration, optimization, and fine-tuning the model.
Zoumana Keita 's photo

Zoumana Keita

14 min

tutorial

How to Use the Stable Diffusion 3 API

Learn how to use the Stable Diffusion 3 API for image generation with practical steps and insights on new features and enhancements.
Kurtis Pykes 's photo

Kurtis Pykes

12 min

See MoreSee More