Start With Context: Building the Retrieval Core for Agentic Apps

📰 Dev.to AI

Learn to build a robust retrieval core for agentic apps, crucial for scaling AI models in production

intermediate Published 29 Apr 2026
Action Steps
  1. Design a retrieval core using MongoDB as a vector database
  2. Implement a robust filtering system to handle noisy or irrelevant data
  3. Configure the retrieval core to handle high-volume data streams
  4. Test the retrieval core for performance and accuracy
  5. Integrate the retrieval core with your agentic app's planner and orchestrator components
Who Needs to Know This

AI engineers and developers building agentic apps will benefit from this lesson, as it provides a foundation for scalable and reliable model retrieval

Key Insight

💡 A well-designed retrieval core is essential for scaling AI models in production, as it enables efficient and accurate data retrieval

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🚀 Build a robust retrieval core for your agentic apps with MongoDB as a vector database #AI #AgenticApps
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