TrackIt OpenSearch Semantic Search & RAG Accelerator

Modernize Your Search Experience Traditional search often fails to capture user intent. TrackIt’s Accelerator bridges the gap between raw data and AI-readiness. We specialize in deploying production-ready OpenSearch environments designed specifically for Vector Search and Retrieval-Augmented Generation (RAG).

What’s Included:

• Assessment & Architecture: We evaluate your current data footprint and design a scalable OpenSearch architecture (Provisioned or Serverless) tailored to your performance and cost requirements.
• Automated Ingestion (OSI): Implementation of OpenSearch Ingestion (OSI) pipelines to handle real-time vectorization of text and media, removing the need for manual embedding management.
• Hybrid Search Integration: We don't just do vectors; we combine k-NN (k-Nearest Neighbors) with BM25 keyword search to ensure the highest possible relevance scores.
• Enterprise-Grade Security: Full integration with AWS IAM, VPC, and Fine-Grained Access Control (FGAC) to ensure your data remains secure and compliant.
• RAG Optimization: Fine-tuning of Retrieval-Augmented Generation workflows, ensuring your LLM prompts are enriched with the most contextually relevant data chunks.

Key Outcomes:

• Reduced Hallucinations: Ground your LLMs in verified internal data.
• Cost Efficiency: Optimized OCU (OpenSearch Compute Units) management to prevent over-provisioning.
• Faster Time-to-Market: Move from proof-of-concept to production in weeks, not months.