Overview
The Agent node integrates the power of Large Language Models directly into your business processes. Whether you need to summarize a lengthy report, translate a document, or draft a response email, the Agent can perform the task automatically. It is designed to prevent "hallucinations" via strict grounding in your documents.
Capabilities
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Prompt Designer
A rich, versioned UI for crafting and testing efficient prompts.
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Extensive Tool Library
Execute real-world actions with hundreds of pre-built functions for sending notifications, creating Jira tickets, and more.
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Grounded & Structured Outputs
Ensures all answers and actions are strictly derived from document context while enforcing precise output formats for reliable, downstream-ready results.
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Archive & Web Search
Seamlessly retrieve information from your internal archives or perform internet searches to enrich reasoning.
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Multi-Document Reasoning
Work across several documents at once to compare, summarize, extract, and cross-reference information in a single agentic task.
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Conversational Interface Anywhere
Add an in-flow chat UI or connect your Slack, Google Chat, or WhatsApp to interact with the Agent. Guide the model conversationally until you reach the exact output you need.
Benefits
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Gain Trustworthy AI
Ensure all AI-generated content and actions are grounded in the source document, providing verifiable, auditable results.
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Free Up Human Experts
Allow your team to delegate repetitive cognitive tasks and focus on strategic work and customer-pleasing initiatives.
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Automate Cognitive Work
Automate tasks like drafting emails, summarizing reports, and making rule-based judgments that previously required human thought.
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Predictable & Controlled LLM Spend
Get full transparency into model usage with built-in budgeting, alerts, and rate-limit safeguards to prevent unexpected costs.
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Cost Optimization
Route simple tasks to cheap local models and complex reasoning to premium APIs.
FAQ
The Agent node provides three critical advantages:
- Grounding: It's natively integrated with your document's structure, providing auditable results.
- Action: It uses "Tools" to execute tasks in external systems, turning it from a text generator into an action-taker.
- Flow Integration: It's a seamless part of a larger Papyri flow, built for enterprise-grade automation.
Yes. The Agent node is model-agnostic. You can easily configure it to call your own locally-hosted or private cloud LLM endpoints, allowing you to leverage your proprietary AI investments within the secure and structured Papyri ecosystem.