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AI Assistant

Eyesotope includes Tako, a built-in AI assistant that can analyze your farm data, answer questions, generate reports, and provide actionable recommendations — all in a real-time streaming chat interface.

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Accessing the AI Assistant

1. Navigate to AI in the left sidebar
2. The chat interface opens with a conversation panel on the left and the chat area on the right
3. Click New to start a fresh conversation, or select a previous one from the sidebar

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What Can Tako Do?

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Chat Interface

The chat interface features a modern two-row input design:

• Top row — Text input area (auto-expanding, supports multiline)
• Bottom row — Toolbar with action buttons:
  • 🌐 Web — Toggle web research on/off
  • ✨ Pro — Toggle deep reasoning mode
  • 📎 Attach — Upload files (images, PDFs, text, CSV)
  • ➤ Send — Send your message

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Real-Time Streaming

Responses stream in real-time, token by token, with a phased status indicator:

1. Thinking… — The AI is processing your request
2. Calling tools… — The AI is querying your farm data (with a live tool count)
3. Processing results… — Tool results are being analyzed
4. Generating response — The answer is streaming in with a smooth fade-in effect

After the response completes, a meta row shows the model used, token count, duration, and number of tools called. Click the Debug button to expand detailed diagnostics.

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@Mentions — Tag Your Farm Data

Type @ anywhere in the message to open the mention picker. You can tag specific farm entities to give Tako precise context:

• @Fields — Tag a specific field by name
• @Contracts — Reference a contract
• @Equipment — Reference equipment
• @Deliveries — Tag a delivery
• @Inputs — Reference an inventory item
• @Seeds — Reference a seed variety
• @Seasons — Tag a season
• @Partners — Reference a partner

Tagged entities are passed as structured context to the AI, enabling more precise and relevant answers.

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File Attachments

Attach files to your messages for analysis:

• Supported formats — JPEG, PNG, WebP, GIF, PDF, plain text (.txt), CSV
• Limits — Up to 3 files per message, 10 MB each
• Upload methods:
  • Click the 📎 Attach button
  • Drag and drop files onto the chat area
  • Paste images from your clipboard (Ctrl+V / Cmd+V)

When images are attached, Tako uses a specialized vision model to analyze photos, extract text via OCR, and identify objects. PDFs and text files are automatically parsed and their content is included in the conversation.

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Web Research

Toggle the 🌐 Web button to enable web research. When active, Tako searches the internet before responding, providing:

• Current market prices and agricultural news
• Up-to-date pest and disease management practices
• Weather forecasts and climate advisories
• Regulatory and compliance information

Web research results are automatically integrated into the AI’s response as additional context.

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Deep Reasoning (Pro Mode)

Toggle the ✨ Pro button to activate deep reasoning mode. This triggers a two-stage analysis pipeline:

1. Stage 1 — The standard AI agent gathers your farm data using tools
2. Stage 2 — A specialized reasoning model performs deeper analysis on the gathered data

Deep reasoning is ideal for complex questions like:

• “Analyze the profitability trend of my wheat fields over the last 3 seasons”
• “What are the risk factors for my current crop plan?”
• “Compare my operational efficiency with best practices”

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Conversation History

All conversations are automatically saved and accessible from the sidebar:

• Sidebar — Toggle the conversation list with the menu button
• Search — Find previous conversations quickly
• Delete — Remove conversations you no longer need
• Resume — Click any conversation to continue where you left off

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Example Questions

• “What is the total area of all my wheat fields?”
• “Show me the operations planned for this season”
• “Which equipment has been used the most this month?”
• “What’s my current inventory of fertilizers?”
• “Summarize the deliveries for the past quarter”
• “Analyze the NDVI trends for @Field Name over the last 6 months”
• “What’s the weather forecast for my farm this week?” (with web research enabled)
• “Review this soil analysis report” (with PDF attached)

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AI Credits

The AI assistant uses a credit-based system:

• Each farm has an AI credit balance
• Credits are consumed per interaction (based on tokens used)
• Your current balance is shown in the user dropdown (top-right corner)
• Credit balance is color-coded:
  • Green — More than 100 credits remaining
  • Yellow — 20–100 credits remaining
  • Red — Fewer than 20 credits remaining

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Debug Panel

After each response, click Debug to see detailed information: A detailed Tool Log shows each tool call with its success/failure status, latency, and output size.

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Access

The AI module is typically available to Admins only by default, but farm administrators can grant AI access to any member from the Teams page under module access settings.