Startup Guide
Document Search Overview
Document Search in AIcurate lets you upload, manage, and query documents using AI-powered retrieval techniques. Leveraging RAG (Retrieval-Augmented Generation), you can extract insights from your files without costly fine-tuning or large-scale GPU resources.
How It Works¶
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Upload Documents - Store files via integrations (Google Drive, OneDrive, Slack, Monday.com).
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Select a Document - Choose any uploaded file to analyze with AI.
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Choose an AI Model - Pick from local LLMs or cloud providers (OpenAI, Cohere, Mistral, Groq).
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Query Your Data - Enter natural-language questions to search content.
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Retrieve Responses - Receive accurate, contextual answers in real time.
Documents are automatically processed into embeddings for efficient RAG-based retrieval.
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Integrations¶
- Google Drive - Access and query documents stored in Drive.
- OneDrive - Seamless integration with Microsoft OneDrive.
- Slack - Analyze messages and attachments from Slack channels.
- Monday.com - Connect and retrieve structured docs from your Monday workspaces.
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Supported File Types¶
Documents:
- Word (.docx)
- Text (.txt, .rtf)
Spreadsheets:
- Excel (.xlsx)
- CSV
Presentations:
- PowerPoint (.pptx)
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Scalability¶
- Large Documents: Easily handle files with over 1,000 pages with ease.
- Fast Processing: AI extracts key insights from lengthy contracts and reports.
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Privacy-First AI¶
- On-Premises Processing: All AI runs locally—no cloud dependencies.
- Enterprise-Grade Security: Control embeddings and access logs.
- Secure Retrieval: Data never leaves your infrastructure.
Why Use Document Search?¶
- No Fine-Tuning Needed: Instant AI retrieval, zero training overhead.
- Scalable Retrieval: Query extensive document sets efficiently.
- Custom Data Access: Select specific files for targeted analysis.
- Secure & Private: Maintain full control over your data.