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Vikas Singh
Vikas Singh

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๐๐ž๐ฌ๐ญ ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐ž๐ฌ ๐Ÿ๐จ๐ซ ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐  ๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ง ๐€๐–๐’

#rag #aws #ai #gpt3

Building generative AI applications requires ๐‘๐‘Ž๐‘™๐‘Ž๐‘›๐‘๐‘–๐‘›๐‘” โ„Ž๐‘–๐‘”โ„Ž-๐‘ž๐‘ข๐‘Ž๐‘™๐‘–๐‘ก๐‘ฆ, ๐‘๐‘œโ„Ž๐‘’๐‘Ÿ๐‘’๐‘›๐‘ก ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก๐‘  ๐‘ค๐‘–๐‘กโ„Ž ๐‘‘๐‘Ž๐‘ก๐‘Ž ๐‘๐‘Ÿ๐‘–๐‘ฃ๐‘Ž๐‘๐‘ฆ ๐‘Ž๐‘›๐‘‘ ๐‘ ๐‘’๐‘๐‘ข๐‘Ÿ๐‘–๐‘ก๐‘ฆ.

Managing data privacy and mitigating security risks are crucial when handling proprietary data with foundation models (FMs).

๐‚๐ก๐š๐ฅ๐ฅ๐ž๐ง๐ ๐ž๐ฌ:
โ€ข ๐ธ๐‘›๐‘ ๐‘ข๐‘Ÿ๐‘–๐‘›๐‘” โ„Ž๐‘–๐‘”โ„Ž-๐‘ž๐‘ข๐‘Ž๐‘™๐‘–๐‘ก๐‘ฆ, ๐‘Ž๐‘๐‘๐‘ข๐‘Ÿ๐‘Ž๐‘ก๐‘’ ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก๐‘ 
โ€ข ๐‘€๐‘Ž๐‘›๐‘Ž๐‘”๐‘–๐‘›๐‘” ๐‘‘๐‘Ž๐‘ก๐‘Ž ๐‘๐‘Ÿ๐‘–๐‘ฃ๐‘Ž๐‘๐‘ฆ ๐‘Ž๐‘›๐‘‘ ๐‘ ๐‘’๐‘๐‘ข๐‘Ÿ๐‘–๐‘ก๐‘ฆ
โ€ข ๐ป๐‘–๐‘”โ„Ž ๐‘๐‘œ๐‘š๐‘๐‘ข๐‘ก๐‘Ž๐‘ก๐‘–๐‘œ๐‘›๐‘Ž๐‘™ ๐‘๐‘œ๐‘ ๐‘ก๐‘  ๐‘Ž๐‘›๐‘‘ ๐‘Ÿ๐‘’๐‘ ๐‘œ๐‘ข๐‘Ÿ๐‘๐‘’๐‘  ๐‘“๐‘œ๐‘Ÿ ๐‘ก๐‘Ÿ๐‘Ž๐‘–๐‘›๐‘–๐‘›๐‘” ๐‘š๐‘œ๐‘‘๐‘’๐‘™๐‘ 

๐Š๐ž๐ฒ ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง: ๐€๐ฆ๐š๐ณ๐จ๐ง ๐๐ž๐๐ซ๐จ๐œ๐ค
Amazon Bedrock offers a fully managed service providing access to high-performing FMs from AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API.

It allows ๐ช๐ฎ๐ข๐œ๐ค, ๐ฉ๐ซ๐ข๐ฏ๐š๐ญ๐ž ๐œ๐ฎ๐ฌ๐ญ๐จ๐ฆ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง ๐จ๐Ÿ ๐…๐Œ๐ฌ with your data and seamless integration and deployment using AWS tools, eliminating the need to manage infrastructure.

๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ ๐€๐ฉ๐ฉ๐ซ๐จ๐š๐œ๐ก๐ž๐ฌ:
โ€ข ๐‘ƒ๐‘Ÿ๐‘œ๐‘š๐‘๐‘ก ๐ธ๐‘›๐‘”๐‘–๐‘›๐‘’๐‘’๐‘Ÿ๐‘–๐‘›๐‘”:
โ€ข ๐‘๐‘’๐‘Ÿ๐‘œ-๐‘ โ„Ž๐‘œ๐‘ก ๐‘๐‘Ÿ๐‘œ๐‘š๐‘๐‘ก๐‘–๐‘›๐‘”
โ€ข ๐น๐‘’๐‘ค-๐‘ โ„Ž๐‘œ๐‘ก ๐‘๐‘Ÿ๐‘œ๐‘š๐‘๐‘ก๐‘–๐‘›๐‘”
โ€ข ๐ถโ„Ž๐‘Ž๐‘–๐‘›-๐‘œ๐‘“-๐‘กโ„Ž๐‘œ๐‘ข๐‘”โ„Ž๐‘ก ๐‘๐‘Ÿ๐‘œ๐‘š๐‘๐‘ก๐‘–๐‘›๐‘”
โ€ข ๐‘…๐‘’๐ด๐‘๐‘ก
โ€ข ๐ผ๐‘›๐‘ก๐‘’๐‘”๐‘Ÿ๐‘Ž๐‘ก๐‘–๐‘œ๐‘›
โ€ข ๐‘…๐‘’๐‘ก๐‘Ÿ๐‘–๐‘’๐‘ฃ๐‘Ž๐‘™ ๐ด๐‘ข๐‘”๐‘š๐‘’๐‘›๐‘ก๐‘’๐‘‘ ๐บ๐‘’๐‘›๐‘’๐‘Ÿ๐‘Ž๐‘ก๐‘–๐‘œ๐‘›
โ€ข ๐ด๐‘”๐‘’๐‘›๐‘ก๐‘ 

๐Œ๐จ๐๐ž๐ฅ ๐‚๐ฎ๐ฌ๐ญ๐จ๐ฆ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง:
โ€ข ๐น๐‘–๐‘›๐‘’-๐‘ก๐‘ข๐‘›๐‘–๐‘›๐‘”
โ€ข ๐ถ๐‘œ๐‘›๐‘ก๐‘–๐‘›๐‘ข๐‘’๐‘‘ ๐‘๐‘Ÿ๐‘’-๐‘ก๐‘Ÿ๐‘Ž๐‘–๐‘›๐‘–๐‘›๐‘”
โ€ข ๐‘…๐‘’๐‘ก๐‘Ÿ๐‘Ž๐‘–๐‘›๐‘–๐‘›๐‘” ๐‘œ๐‘Ÿ ๐‘ก๐‘Ÿ๐‘Ž๐‘–๐‘›๐‘–๐‘›๐‘” ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘ ๐‘๐‘Ÿ๐‘Ž๐‘ก๐‘โ„Ž

๐‘Š๐‘Ž๐‘›๐‘ก ๐‘ก๐‘œ ๐‘™๐‘’๐‘Ž๐‘Ÿ๐‘› ๐‘š๐‘œ๐‘Ÿ๐‘’ ๐‘‘๐‘’๐‘ก๐‘Ž๐‘–๐‘™๐‘  ๐‘Ž๐‘๐‘œ๐‘ข๐‘ก ๐‘’๐‘Ž๐‘โ„Ž ๐‘”๐‘’๐‘›๐‘’๐‘Ÿ๐‘Ž๐‘ก๐‘–๐‘ฃ๐‘’ ๐ด๐ผ ๐‘Ž๐‘๐‘๐‘Ÿ๐‘œ๐‘Ž๐‘โ„Ž, ๐‘๐‘œ๐‘š๐‘š๐‘’๐‘›๐‘ก ๐‘๐‘’๐‘™๐‘œ๐‘ค

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