Meet Pracey: DocForma's Conversational AI Document Chatbot

Reading through dense, multi-page PDFs or industry reports can leave valuable data points buried under walls of text. To bridge the gap between static summaries and active research data extraction, Codicopia LLC has engineered Pracey—a conversational AI document chatbot fully integrated into the DocForma ecosystem.

By combining advanced Large Language Models (LLMs) with live search engine APIs, Pracey functions as an interactive research companion that allows you to query documents, run real-time fact-checks, and synthesize information seamlessly.

1. Contextual Document Workspace Integration

When paired directly with the output of the DocForma Summarizer, Pracey changes how you interact with source material. Instead of manually scanning pages to verify facts or extract metrics, you can interrogate your file structures natively using two flexible methods:

• Direct Chat Queries: Open the workspace panel, select the Pracey icon, and type targeted questions directly regarding your summarized text to receive instant, contextual answers.
• Contextual Text Highlights: Highlight any unfamiliar phrase, name, date, or concept inside your main summary text window to immediately route that exact string to Pracey as an automated research query—no manual typing required.

2. Standalone Web-Connected Research Loops

Pracey also operates as an independent, general-knowledge research utility deployed straight from the platform's primary navigation bar. When launched in standalone mode, the engine bypasses internal document uploads to tackle broad global questions.

The moment you submit an inquiry, Pracey answers conversationally while simultaneously running background algorithms across global web indexes. The platform displays your results across a split-screen viewport utilizing two high-impact tracking folders:

• The Response Tab: Displays the synthesized, AI-generated answer complete with logical explanations and analytical depth.
• The Search Results Tab: Populates a live directory of highly relevant internet hyperlinks and web citations, giving you an immediate path to verify facts or pull secondary sources.

Seamless Synchronization with ClickNotes

To ensure your research momentum translates directly into your drafting pipeline, Pracey is fully connected to the platform’s cloud storage vault. Any high-value excerpt, fact check, text block, or chatbot answer can be tagged and compiled straight to your secure **ClickNotes** file with a single click. This side-by-side note compilation speeds up literature reviews and essay preparation by keeping your references organized in one place.

Ready to transform how you extract knowledge from long-form text? Create your free DocForma account today and start chatting with your documents in seconds.