{"repo":"gabrielkoo/chatgpt-faq-slack-bot","free":true,"listed":false,"github":"https://github.com/gabrielkoo/chatgpt-faq-slack-bot","clone":"git clone https://github.com/gabrielkoo/chatgpt-faq-slack-bot.git","description":"A user-trainable Knowledge Base / FAQ Slack Bot on AWS SAM based on ChatGPT and Embeddings.","language":"Python","stars":21,"topics":["aws","chatgpt","serverless","slack","openai","sam","kbqa","knowledge-base","aws-lambda","chatbot"],"license":"MIT","category":"ai-agents","readme_excerpt":"chatgpt-faq-slack-bot UPDATE [2024-07-17] : I have created another repo with similar functionality but with all AWS services only. Though it requires more experience on e.g. AWS VPC and Amazon Aurora's query editor, but it should be more robust and scalable than the solution in this repo. Do take a look! gabrielkoo/self-learning-rag-it-support-slackbot. --- The bot uses ChatGPT to answer based on your own FAQ database, while allowing users to submit new articles into it with a Slash Command, so that it can answer with new knowledge immediately , as it updates the model on the fly in the cloud ! Read my dev.to article below to know more about why and how I created this solution! I have also included a pricing estimate on the cost breakdown of using this solution (it's at US$0.009 per question as of Apr 2023 pricings). https://dev.to/aws-builders/enhance-your-slack-workspace-with-a-user-trainable-chatgpt-integrated-faq-bot-2pj3 Example A sample dataset is included in the ./sample data directory, and it's built based on Wikipedia pages on the Disney+ series \"The Mandalorian\". So it does know who is Grogu: But doesn't know who I am: So I can submit a new article to the bot: And now the bot knows how to answer my question: Background Since ChatGPT's API became available in 2023 Mar, the world has been of great hype on building a lot of great integrations around it. Two of these integrations are especially appealing to me: 1. Combing Embedding Search with ChatGPT to build a FAQ eng","default_branch":null,"files":null,"tree":[],"storefront":"/r/gabrielkoo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/gabrielkoo/chatgpt-faq-slack-bot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}