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Talk2Doc

Your documents, intelligently organized. Ask questions, find answers, and let AI understand your entire knowledge base.

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RAG
Retrieval Augmented Generation
AI
Multi-Agent System
HNSW
Vector Search Engine
100%
Open Source
Features

Everything your documents need

A complete document management platform with AI-powered search, automatic conversion, and intelligent organization.

📚

Multi-Library System

Organize documents across isolated workspaces with hierarchical folders, category-based classification, and flexible tagging.

🤖

Semantic Search

Ask questions in natural language. Vector embeddings and HNSW indexing find the most relevant documents instantly.

🔧

Auto-Conversion

Upload PDF, DOCX, PPTX, XLSX or images. They are automatically converted to searchable Markdown via Docling AI.

💬

AI Chat

Converse with your documents using a multi-agent AI system. Search, analyze, and get answers grounded in your data.

☁️

Cloud Integration

Connect Nextcloud, OneDrive, or other cloud storage. Import and sync documents seamlessly into your libraries.

🔒

Granular Permissions

Role-based access control per library, row-level security, and bottom-up permission inheritance for full data isolation.

How it works

Three steps to knowledge

From raw documents to AI-powered answers in minutes.

1

Upload

Drag and drop your documents into organized libraries and folders.

2

Transform

Documents are auto-converted to Markdown and indexed with vector embeddings.

3

Ask

Search semantically or chat with AI agents that understand your entire knowledge base.

Built with

Modern technology stack

Enterprise-grade infrastructure powering intelligent document management.

Frappe Framework 🐙MariaDB + FULLTEXT 🚀LEANN / HNSW 🧠Sentence Transformers 📄Docling API 🤖OpenAI / Anthropic 🔌WebSocket Real-time ☁️Nextcloud / OneDrive

Ready to talk to your documents?

Start organizing, searching, and understanding your knowledge base today.

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