I am a Senior Technical Architect from India with over 18 years of experience in Java, Spring, microservices, and AWS. I am passionate about crafting scalable solutions and contributing to...
Learn MoreRecent comments
Mahendra Rao B
Building a Spring Boot CRUD...Nice article, thanks for sharing. Aasawari Sahasrabuddhe.
All 0 Likes
MongoDB as a Vector Database for AI Agents-MongoDB
Table of Contents Why should you use MongoDB for building AI agents?Understanding AI agentsBuilding a multi-agent application with MongoDBStep 1: Creating a vector search indexStep 2: Creating the TripStep 3: Induce a disruptionStep 4: Replanning Step 5: The Memory agents make ...
Table of Contents Pre-requisitesRelational MigratorMigrating the data from the PostgreSQL schema to MongoDBAnalysing the Postgres schemaCreating mappings to generate the equivalent MongoDB schemaMigrating the data into MongoDBCode generation with Relational MigratorBuilding Spring Boot applicationExamples of aggregation pipelinesConclusionImagine this: You’re working …
Table of Contents Relationships in databasesOne-to-one relationshipOne-to-many relationshipMany-to-many relationshipRelational vs. document databasesPostgres implementation with JavaMongoDB implementation with JavaScalability and performanceMigration considerationsRethinking schema designReplacing joins with aggregationsConclusionApplication and system designs have always been considered the most essential step in application development. …
All 2 Comments
Mahendra Rao B
• 1 year agoNice article, thanks for sharing. Aasawari Sahasrabuddhe.