Beyond AI Vector Database: AI Neural Search on ChatGPT, GPT-4

Beyond AI Vector Database: An alternative approach to using Azure Cognitive Search and Azure OpenAI with GPT-4, ChatGPT.

Simply use a transformer based tokenizer, an embedder, and a similarity calculation to create a domain-specific AI system for information retrieval. A semantic neural search. It also substitutes Langchain completely.

Detailed explanation: The tokenizer is responsible for breaking down the input documents into tokens optimized for a specific domain, such as particle physics. The embedder creates a vector space where the sentences …

ai system azure azure openai beyond chatgpt cognitive cognitive search database gpt gpt-4 information langchain openai retrieval search semantic transformer vector vector database