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nitaiaharoni1 / vector-storage

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Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.

javascript open-source npm typescript localstorage local-storage openai semantic-similarity cosine-similarity semantic-search lru-cache vector-similarity vector-search embedding-vectors vector-database vector-similarity-database vector-db vector-similarity-search
  • Updated Nov 11, 2023
  • TypeScript

aws-samples / pace-genai-demos

Star 38

This repository features three demos that can be effortlessly integrated into your AWS environment. They serve as a practical guide to leveraging AWS services for crafting a sophisticated Large Language Model (LLM) Generative AI, geared towards creating a responsive Question and Answer Bot and localizing content generation.

aws chatbot bedrock semantic-search cdk content-generation sagemaker text-image kendra hcls large-language-models llm generative-ai langchain genai embeddings-model amazon-bedrock
  • Updated May 19, 2024
  • TypeScript

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