In this tutorial, we build and explore the CAI Cybersecurity AI Framework step by step in Colab using an OpenAI-compatible model. We begin by setting up the environment, securely loading the API key, ...
When you type a query into a search engine, something has to decide which documents are actually relevant — and how to rank them. BM25 (Best Matching 25), the algorithm powering search engines like ...
In the expansive world of software development, GitHub has emerged as the go-to platform for code sharing and collaboration, boasting a remarkable community of over 100 million developers. In 2025, ...
Haystack is an open-source framework for building applications based on large language models (LLMs) including retrieval-augmented generation (RAG) applications, intelligent search systems for large ...
With this tutorial, deploy Kibana{: external} using {{site.data.keyword.codeengineshort}}{: external} and connect to your {{site.data.keyword.databases-for-elasticsearch}}{: external} instance. Kibana ...
Grafana needs data to be useful. Phil Hajjar walks you through the process of using a MySQL database as a source for data visualization in Grafana. Grafana is one of the most widely-used interactive ...
Deploying a complex Docker stack isn’t nearly as challenging as you think, at least when Portainer is your GUI of choice. Find out how easy this is with Portainer templates. When you think of ...
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