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Enterprise RAG Pipelines

Cut down information retrieval time from hours to seconds.

Overview

Your company expertise is buried in thousands of PDFs, emails, and Notion pages. We build secure RAG (Retrieval Augmented Generation) systems that instantly find the exact answer you need, cite the source, and summarize it for you. It's like having a dedicated researcher for every employee.

Our Approach

01

Ingestion Strategy

Handling messy PDFs, tables, and scanned images.

02

Vectorization

Choosing the right embedding model for your specific industry terms.

03

Retrieval Optimization

Tuning chunk sizes and reranking algorithms.

04

UI Deployment

Launching the internal chat portal.

Technology Stack

Qdrant
LlamaIndex
Unstructured.io
Cohere Rerank

Key Benefits

  • Instant Employee Onboarding
  • Zero Knowledge Loss
  • Fact-Based Answers

Ready to transform your business?

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Capabilities

  • Hybrid Search: Combining keyword match with semantic vector search for best results.
  • Citation Engine: Every claim is backed by a clickable link to the source doc.
  • Document Security: Only shows answers from documents the user has permission to see.
  • Active Sync: Automatically updates when you edit the original notion page or file.

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