Document Summarization

[hussainnazary2]

🚀 Feature Request: Document Summarization

Description

Add the ability for GGUF Loader to summarize uploaded documents (PDF, DOCX, TXT, etc.) into concise and readable summaries. This would help users quickly grasp the key insights of long documents.

📌 Use Case

• User uploads a document (e.g., 20-page research paper)
• GGUF Loader processes and returns:
  • Bullet-point summary
  • Optional short paragraph summary
  • Possibly a title and topics

🎯 Expected Behavior

• After loading a document, a "Summarize" button appears
• Summary appears in the chat UI or in a dedicated side panel
• Option to regenerate, copy, or export the summary

📂 Suggested Approach

• Use an offline model like Mistral-7B or ERNIE 0.3B
• Use chunking (e.g. 1000 tokens with overlap)
• Run summarization on each chunk, then merge summaries

🧩 Dependencies

• langchain or custom summarizer
• Optional: pdfplumber, docx, unstructured, etc.

📎 Additional Context

This would make GGUF Loader more than a chatbot—it becomes a personal research assistant or reader.

📌 Labels

• enhancement
• summarization
• offline-feature