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AI responses are streamed in real-time. The assistant message appears gradually as it is being generated instead of waiting for the full response. AI responses are streamed in real-time. The assistant message appears gradually as it is being generated instead of waiting for the full response.
36. Advanced PDF processing pipeline 36. Advanced PDF processing pipeline
pdf_text → extract text from the PDF → AI generates DOCX → app converts DOCX back to PDF pdf_text → extract text from the PDF
→ AI generates DOCX
→ app converts DOCX back to PDF
pdf_image → if PDF Image mode is selected, convert PDF pages to PNG → AI analyzes the image or returns a PNG pdf_image → if PDF Image mode is selected, convert PDF pages to PNG
→ AI analyzes the image or returns a PNG
→ if a PNG is returned, the app converts it into a PDF → if a PNG is returned, the app converts it into a PDF
pdf_image + mixed/image block → extract image blocks from the PDF → AI returns edited PNG pdf_image + mixed/image block
→ app places the new image back into the original PDF at the same position → extract image blocks from the PDF
→ AI returns edited PNG
→ app places the new image back into the original PDF at the same position
pdf_text_image → extract layout as JSON + extract images as PNG pdf_text_image → extract layout as JSON + extract images as PNG
→ AI returns text_replacements JSON (and optionally images) → AI returns text_replacements JSON (and optionally images)
→ app rebuilds the PDF using the original layout with updated text and images → app rebuilds the PDF using the original layout with updated text and images
37. Generated files system 38. Generated files system
AI can return generated files (PDF, DOCX, XLSX, etc.), which are automatically saved in the app cache and displayed in chat with download buttons. AI can return generated files (PDF, DOCX, XLSX, etc.), which are automatically saved in the app cache and displayed in chat with download buttons.
38. Structured file generation protocol 39. Structured file generation protocol
AI responses can include structured file_create blocks, allowing the app to generate real files programmatically without manual parsing. AI responses can include structured file_create blocks, allowing the app to generate real files programmatically without manual parsing.
39. Editable file safety system 40. Editable file safety system
Files can be marked as editable or read-only. AI is strictly prevented from modifying files unless explicit permission is enabled. Files can be marked as editable or read-only. AI is strictly prevented from modifying files unless explicit permission is enabled.
40. Smart PDF type detection 41. Smart PDF type detection
Automatically detects whether a PDF is text-based, image-based, or mixed, and applies the appropriate processing pipeline. Automatically detects whether a PDF is text-based, image-based, or mixed, and applies the appropriate processing pipeline.
41. Mixed PDF layout reconstruction 42. Mixed PDF layout reconstruction
For PDFs containing both text and images, the app extracts layout structure and rebuilds the document after AI modifications. For PDFs containing both text and images, the app extracts layout structure and rebuilds the document after AI modifications.
42. Image-to-PDF auto conversion 43. Image-to-PDF auto conversion
If the AI returns image outputs (e.g., PNG), the app automatically converts them into PDF format when needed. If the AI returns image outputs (e.g., PNG), the app automatically converts them into PDF format when needed.
43. Generated image caching 44. Generated image caching
All generated images are cached locally and can be reused without re-generation. All generated images are cached locally and can be reused without re-generation.
44. AI-returned file handling 45. AI-returned file handling
Supports file outputs returned as base64 or URLs and converts them into downloadable files automatically. Supports file outputs returned as base64 or URLs and converts them into downloadable files automatically.
45. Modular prompt system 46. Modular prompt system
System prompts are divided into selectable blocks, allowing dynamic control over AI behavior without modifying core logic. System prompts are divided into selectable blocks, allowing dynamic control over AI behavior without modifying core logic.
46. Local provider startup automation 47. Local provider startup automation
Local AI providers can be automatically started or stopped using configured commands. Local AI providers can be automatically started or stopped using configured commands.
47. Chat-aware context building 48. Chat-aware context building
The system intelligently builds context using recent messages, summaries, code context, and relevant memory chunks. The system intelligently builds context using recent messages, summaries, code context, and relevant memory chunks.
48. Real-time independent multi-chat streaming 49. Real-time independent multi-chat streaming
Multiple chats can send AI requests simultaneously. Each chat processes, streams, and updates responses independently in real time. Multiple chats can send AI requests simultaneously. Each chat processes, streams, and updates responses independently in real time.
49. Integrated web search 50. Integrated web search
Supports AI-powered web search and current online information retrieval using Tavily. Supports AI-powered web search and current online information retrieval using Tavily.
User -> AI -> if required(User Permission) -> Tavily -> AI -> User User -> AI -> if required(User Permission) -> Tavily -> AI -> User
50. CLI dynamic yes/no input 51. CLI dynamic yes/no input
CLI prompts accept y, yes, n, no, the localized o_Yes / o_No values, and their first letters. CLI prompts accept y, yes, n, no, the localized o_Yes / o_No values, and their first letters.
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