A step by step guide on how to create your own knowledge base embedding, from prep knowledge data to retrieval augmented generation

Links
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⏱ Timestamps
0:00 What is Knowledge embedding?
4:21 Core business use cases
5:52 Step1 Prep knowledge data
6:25 Step2 Create embedding
8:34 Step3 Similarity search
9:55 Step4 Retrieval augmented generation (RAG)
12:23 Step5 Deploy
14:49 No code alternatives


About Me
My name is Jason Zhou, a product designer who shares interesting AI experiments & products. Email me if you need help building AI apps! [email protected]

#gpt #autogpt #ai #artificialintelligence #tutorial #stepbystep #openai #llm #langchain #largelanguagemodels #largelanguagemodel #bestaiagent #chatgpt #embedding #openaiembeddings #wordembeddings