Otavio Santana
Software Engineer | Software Architect | Speaker | Writer| Book Author | Consultant | Staff Engineer | Mentor | Open Source Committer| Java Champion
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Introduction to Retrieval-Augmented Generation with Java and MongoDB
Table of Contents PrerequisitesStep 1: Generate the ProjectStep 2: Create the ServiceStep 3: Create the producersStep 4: Define ResourcesConclusionModern organizations store large volumes of information in documents, databases, internal platforms, support systems, policies, and operational tools. However, having data does ...
Table of Contents PrerequisitesStep 1: Generate the ProjectStep 2: Generate the domain classesStep 3: Defining the AI layer over MongoDB integrationStep 4: Showing the result with UIStep 5: Execute the applicationConclusionArtificial Intelligence has swiftly evolved from a niche research topic …
Table of Contents PrerequisitesStep 1: Create the entitiesStep 2: Creating CommandStep 3: Create QueryConclusionIn enterprise environments, projects often begin with a simple structure: one model, one service, and one document, using a single class and data transfer object for both …
Table of Contents PrerequisitesStep 1: Create the project structureStep 2: Create the test infrastructureStep 3: Generate our first scenario testConclusionWhen we face software development, the biggest mistake is about delivering what the client wants. It sounds like a cliché, but …
Table of Contents PrerequisitesStep 1: Create the entitiesExplanation of annotations:Step 2: Create a database containerStep 3: Generate our first DDTConclusionAs applications expand, the complexity of the rules they enforce also increases. In many systems, these rules are embedded within the …
Table of Contents PrerequisitesStep 1: Create the Product entityStep 2: Create the ServiceStep 3: Expose the Camera APIStep 4: Build and run the applicationStep 5: Test the APIConclusionVirtual threads have become one of the most popular resources in Java and …
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