docs resource-class-overview 
AWS Machine Learning - AI
APRIL 8, 2024
It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). Solution overview In this post, we demonstrate how to create a RAG-based application using LlamaIndex and an LLM. LlamaIndex LlamaIndex is a data framework that enables building LLM applications.
CircleCI
JANUARY 18, 2022
Runners function as their own resource class. Your config.yml still defines the pipeline, jobs, and workflows, but instead of using CircleCI’s cloud-based resources like containers and virtual machines, you execute it on your own. Refer to the setup instructions in the CircleCI docs. Be sure to store that token for later.
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CollabNet VersionOne
SEPTEMBER 12, 2018
As you probably already know, the storage cost is dependent on the storage class used. We will use Amazon S3 Standard storage class. You can find more about the storage classes here. Review where we see overview of our configuration and we click Save button to finalize the setup. Now we reach the point 3.Permissions.
AWS Machine Learning - AI
NOVEMBER 22, 2023
You can follow these resources for fine-tuning, domain adaptation, and instruction of foundation models or to build RAG-based applications. The fine-tuning approach, while potent, is resource-intensive, particularly with ever-evolving external data, leading to delayed deployments and increased costs.
The Citus Data
MAY 9, 2023
It’s beneficial for SaaS applications as it allows for efficient resource usage, cost savings, and easier maintenance through simultaneous updates for all tenants. Implements helper classes for Citus, a distributed Postgres extension—and facilitates table distribution during the database migration process. class Country ( models.
Bernd Rucker
MAY 27, 2020
In the meanwhile they run an internal BPM blog, organize their own training classes and manage an annual internal community event where different teams can share best practices. You offer it to your company and provide some resources and help. But how can you get an overview of what is actually running?
AWS Machine Learning - AI
MARCH 28, 2024
Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique.
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