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AWS query performance redshift storage organisation
The technicalities 10 min read

How does storage organisation affect query performance?

Despite great efforts to separate interface from the implementation (like SQL), the pesky details always come up important when deploying to production, either when performance…

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Obtaining value from GDPR with solutions that work for your bottom line.

How to waste money in the cloud

TantusData, the game changer by Clutch

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airflow DAG dependencies data pipelines job orchestration
The technicalities 7 min read

Passing information between DAGs in Airflow.

There are data pipelines where you must pass some values between tasks – not complete datasets, but ~ kilobytes. This can be managed even within…

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AI Implementation Business Strategy ChatGPT LLM ROI on AI
Big Data ouTDo 8 min read

LLMs can make your business soar or sink, so tread carefully.

Explore AI's impact on business; key steps for a strategic approach to LLMs, ensuring ROI & privacy.

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Chatbot Development Conversational AI Custom LLM Integration LLM Nvidia NeMo-Guardrails
The technicalities min read


Building a dedicated chatbot is both challenging and dangerous. At company X, the model should talk about X’s offer and, ideally, nothing else to save…

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ChatBot LangChain LLM RAG Self-Query
The technicalities 7 min read

What if the data is too large for the LLM context?

Navigating Large Data with LLM: Splitting, Context, and Self-Query Solutions

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ChatBot ChatGPT Embeddings LLM RAG
The technicalities 9 min read

What Data Format is suitable for LLM?

LLM's Frontier: The Data Format Issue

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cloud projects code duplication Git branches scalability
The technicalities 9 min read

Terraform: multiple environments

Why terraform? When one starts a new project, there is a high probability that the project will be placed in the cloud. Having a…

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