Semantic search specializes in determining which relevant documents or passages should be fed into a given RAG model based on user’s query. These techniques working in unison allow users to rapidly search through diverse knowledge bases and receive informative responses. Semantic search with RAG integration can provide tremendous productivity benefits at a relatively low cost.
Read MoreThere is a lot of talk about AI being used to help individual coders inside their development environments. Now we are seeing AI tools for reviewing pull requests. Is this the same thing? No. Even though these newer tools use the same underlying technology, a pull request to be reviewed by the team is its own institution in software development, one that is primarily about engineering, yet it involves human considerations.
Read MoreWith so many choices, what kinds of questions must be answered before making a choice?
Here are a few:
What type of model best suits our specific needs?
How much would it cost for all phases of development, enhancement, and operation?
Has the training it has gone through relevant to our business?
Do we have to do additional training of this model?
How secure would our data be if we added it to the model?
How will errors and other unacceptable outputs be managed?
How can we integrate this into our larger architecture?
Here are some of the key highlights for AI/ML practitioners from ODSC East 2024: Navigating the Frontiers of LLMs, Generative AI, and Data Engineering.
Read MoreBreak down monoliths into MVPs for successful modernization projects. Don’t let perfect be the enemy of good; Strive for progress over perfection as you plan and execute these projects.
Read MoreIn recent years, OKTA has been very popular as a preferred solution for integrating security into web applications. A notable observation is the abundance of code examples available online for authentication purposes, whereas resources for authorization are comparatively scarce. In this article, I aim to outline the steps involved in utilizing OKTA's Active Directory integration specifically for authorization purposes.
Read MoreA data-ready enterprise organization achieves enhanced decision-making capabilities, operational efficiency, and innovation through optimized data utilization across all levels of the business. These capabilities may also lead to new and innovative products or services.
Read MoreJust about every programmer has given Generative AI a try in their development environment by this point, whether out of curiosity or fear. The hype around this technology is shouting at us everywhere. “BEWARE CODERS! You will be replaced by AI (you may escape if you subscribe to my paid newsletter.)”
Read MoreA modernization project needs lots of new documentation to keep everyone working productively and with good velocity. It will not be the same as the documentation that is there for existing systems. But if it can be done quickly, iteratively, and with purpose, the effort is far more likely to achieve its goals.
Read MoreAdopting containerization is a key strategy for supporting business agility. Containerization will enable your organization to accelerate its software development and delivery, empower its developers, enhance security, and reduce costs. Containerization will also prepare your team for the future, as it will facilitate migration to the cloud and reduce friction in adoption of new technologies and innovations.
Read MoreThe most serious modernization challenges have one thing in common: they do not go away by themselves.
Read MoreIn this blog post, we will navigate the lifecycle of bespoke software solutions, from their in-house inception or re-implemented modernization to their eventual cloud migration, addressing risks, and supporting stakeholders.
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