Here Is What I am Building Great Project Idea [ Strapi Plugin with LangChain, Pinecone and Open Ai ]
#openai #langchain #pinecone #strapi
Here Is What I am Building Great Project Idea [ Strapi Plugin with LangChain, Pinecone and Open Ai ]
In today's video, we're diving into the world of Strapi - the powerful headless CMS revolutionizing front-end development by providing an easy way to create an API and an incredible admin panel.
I will show you what I have been working on, specifically designed to complement Strapi.
Why do I love Strapi? Well, it empowers front-end developers like myself by eliminating the need to construct a complex backend from scratch.
With Strapi, you can have an API with an awesome admin panel, complete with authentication, ready to go in minutes.
One of the highlights of Strapi is the capacity to build custom plugins, allowing you to enhance its functionality and share these features with other instances or publish them on the Strapi marketplace.
In this video, I'll introduce you to my custom plugin, designed to extend Strapi's capabilities to GPT chatbots.
This plugin lets you add specific domain knowledge to your chatbot, enabling it to answer more context-sensitive questions.
To achieve this, I'll demonstrate how to create 'embeddings' - representations of your text data as vectors - and store them in a database, effectively giving your chatbot long-term memory.
My motivation behind this project was to create a seamless, user-friendly way to build chatbots that can answer questions based on specific domain knowledge. Once completed and published on the marketplace,
I'll share the NPM link with you all, encouraging you to fork and build upon it to develop additional AI features you like.
Let me know in the comments what you've been working on lately. If you enjoy the video, please like, share, and subscribe for more updates. I'll see you in the next one!
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Check out my other videos.
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