Welcome to Knowledge-Base, an innovative Slack bot designed to revolutionize how you interact with your personal information. Developed as a submission for the Supabase Launch Week 8 Hackathon 🚀, Knowledge-Base is a powerful tool that indexes webpages and engages in intelligent conversations to provide you with the most relevant information at your fingertips.
Knowledge-Base offers a seamless user experience by efficiently indexing webpages and employing cutting-edge AI techniques to comprehend and respond to user queries. By integrating the pg_vector extension and harnessing the power of the Language Model (LLM) from OpenAI's GPT-3, this Slack bot takes information retrieval to new heights.
With Knowledge-Base, you have the ability to index entire websites or individual webpages. By employing the sitemap of a website, the bot can comprehensively index web content. Alternatively, you can manually index specific webpages, ensuring you have control over the information you need.
Engage in natural conversations with Knowledge-Base to retrieve the information you seek. Simply send a message to the bot, and it will employ the indexed data to find the most relevant webpages. This dynamic interaction is powered by advanced AI techniques that ensure accuracy and speed.
Using Knowledge-Base is a breeze. Add the bot to your Slack workspace with a simple click, and you're ready to start benefiting from its capabilities. The installation process is straightforward, and once integrated, you'll have a valuable tool at your disposal.
When you provide Knowledge-Base with a webpage or sitemap URL, it skillfully embeds and stores the content in its database. Utilizing the pg_vector extension, it creates vectors that represent both the content and your messages. This allows the bot to determine the most relevant information based on your query.
The selected information is then fed to the Language Model (LLM), which generates contextually appropriate responses. This unique blend of advanced technologies ensures that you receive accurate, coherent, and personalized information.
Knowledge-Base is built upon a robust tech stack that includes:
Knowledge-Base is just the beginning. We have exciting plans for its expansion, including:
This remarkable project was brought to life by the collaborative efforts of:
Knowledge-Base redefines how you access and interact with information. With its powerful indexing capabilities, intelligent chat interface, and cutting-edge technology stack, it's not just a Slack bot; it's your ultimate information navigator. Experience the future of information retrieval today!