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Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

AWS Machine Learning

This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data. Navigate to the AWS Secrets Manager console and find the secret -api-keys. Import the API schema from the openapi_schema.json file that you downloaded earlier. Download all three sample data files.

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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning

simple_w_condition Movie In 2016, which movie was distinguished for its visual effects at the oscars? Amazon Bedrock APIs make it straightforward to use Amazon Titan Text Embeddings V2 for embedding data. simple Music Can you tell me how many grammies were won by arlo guthrie until 60th grammy (2017)? get("message", {}).get("content")

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Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

AWS Machine Learning

The end-user sends their natural language queries to the NL2SQL solution using a REST API. Amazon API Gateway is used to provision the REST API, which can be secured by Amazon Cognito. When the workflow is complete, the result is provided as a response to the REST API request.

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Customizing coding companions for organizations

AWS Machine Learning

This benefits enterprise software development and helps overcome the following challenges: Sparse documentation or information for internal libraries and APIs that forces developers to spend time examining previously written code to replicate usage. Inadvertent use of deprecated code and APIs by developers.

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The Company that Hacks Together: June 2016 Hackathon

Talkdesk

Right on the heels of our release of Talkdesk for Slack, one of the hackathon teams created the Talkdesk Messenger Bot using Facebook’s new messenger API. The post The Company that Hacks Together: June 2016 Hackathon appeared first on Talkdesk. Winner: Best Overall Hack.

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Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy

AWS Machine Learning

The following is an example of the metadata file content: { "metadataAttributes" : { "tag" : "project EVE", "year" : 2016, "team": "ninjas" } } The metadata filtering feature of Knowledge Bases for Amazon Bedrock is available in AWS Regions US East (N. Metadata can be string, number, or Boolean. Virginia) and US West (Oregon).

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Using CSAT Scores in Bonus Structure and Review Discussions at Argeweb

Nicereply

NPS and CSAT have been an important performance indicator for Argeweb since 2016, but the tools they have used in the past were developed and maintained by their own development team. The main factors Argeweb focused on were price , API access , and also GDPR compliance. “We

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