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AI Drive

AI Drive - Opulent documentation

AI Drive

Your intelligent knowledge base — documents that understand themselves

What is AI Drive?

AI Drive is Opulent's document intelligence system. It doesn't just store your files — it understands them. Upload any document and AI Drive automatically extracts meaning, creates searchable embeddings, and enables retrieval-augmented queries across your entire knowledge base.

Think of it as giving your documents a memory and a voice.

How It Works

1. Ingestion

Drop files into AI Drive and the system automatically:

  • Parses content from PDFs, Word docs, text files, and more
  • Extracts structured data from tables and forms
  • Handles multi-page documents and large files
  • Organizes content into logical chunks for retrieval

2. Embedding Generation

Every document is converted into a vector embedding — a numerical representation of its meaning. This enables:

  • Semantic search (find "financial reports" even if the file says "Q4 earnings")
  • Cross-document reasoning
  • Similarity comparisons between documents

3. Retrieval Pipeline

When you query your knowledge base:

  1. Your query is embedded using the same model
  2. The system finds the most semantically similar chunks
  3. Results are ranked by relevance and freshness
  4. The agent uses this context to answer your question

This is retrieval-augmented generation (RAG) — combining your documents with AI reasoning.

Capabilities

Multi-Modal Understanding

AI Drive processes:

  • Text documents and PDFs
  • Spreadsheets and tables
  • Presentations
  • Code repositories
  • Meeting transcripts

Continuous Learning

As you add more documents:

  • The knowledge graph grows more powerful
  • Cross-references emerge automatically
  • The system becomes better at answering complex queries

Source Attribution

Every answer includes citations:

  • Which documents were used
  • Which sections are relevant
  • Confidence scores for each claim

Use Cases

Internal Knowledge Base

Upload company docs, policies, and specs. Team members ask questions and get answers backed by source material.

Customer Support

Feed AI Drive your product docs, FAQs, and support tickets. Agents answer customer questions with verified information.

Research Repository

Upload papers, articles, and findings. Query across your entire library to surface relevant insights.

Contract Analysis

Upload contracts and legal documents. Ask questions like "what are the payment terms?" and get answers with section citations.

Integration

AI Drive connects with:

  • Your file storage (local, S3, Google Drive, Dropbox)
  • Opulent's agent system for context-aware responses
  • Webhooks for automated document processing
  • APIs for programmatic ingestion and querying