Advanced RAG System
For Your Documents
Hybrid BM25 + semantic search with automatic indexing. Run fully local for maximum privacy, or connect to Ollama Cloud for larger models — your choice.
Powerful Features. Zero Cloud Lock-in.
Everything you need for intelligent document Q&A, engineered for total privacy, high speed, and local control.
100% Offline Privacy
All inference and embeddings run locally on your hardware. Documents, embeddings, and queries never leave your computer.
Hybrid RAG Search
Fuses BM25 exact keyword matching with dense nomic-embed semantic vectors using Reciprocal Rank Fusion (RRF) for pinpoint accuracy.
Multimodal OCR Ingestion
Instant text extraction from PDFs, Word, Excel, and images (PNG, JPG, TIFF) via built-in Tesseract OCR preprocessing.
AES-256 Encrypted Vault
Cryptographic client-side vault protecting sensitive documents at rest. Only accessible with your private secret key.
Targeted Folder Workspaces
Segment documents into human-readable colored folders. Search targeted directories for up to 70% faster query turnaround.
Conversational Memory & Voice
Remembers recent dialogue for natural multi-turn follow-ups, with hands-free voice speech-to-text and answer readout.
How It Works
Get started in minutes with our simple 3-step process
Upload Documents
Drag and drop your PDFs, Word docs, Excel files, images, or any supported format. OCR automatically extracts text from images and scanned PDFs. Our system indexes everything instantly.
Ask Questions
Type your questions in natural language. Our AI understands context and finds the most relevant information from your documents.
Get Instant Answers
Receive accurate, source-attributed answers in seconds. Export, share, or refine your queries as needed.
Ollama Deployment Options
Run AskMyDocs locally, on the cloud, or as a hybrid — choose the setup that fits your needs
OLLAMA_URL=http://localhost:11434
docker-compose up --build -d
OLLAMA_URL=https://api.ollama.com OLLAMA_API_KEY=ollama_sk_xxxxx
OLLAMA_URL=http://localhost:11434 ENABLE_CLOUD_FALLBACK=true
System Architecture
Advanced RAG pipeline with OCR, hybrid search, intelligent reranking, and automatic indexing
Who Is This For?
Perfect for anyone who works with documents and needs quick, intelligent answers
Researchers
Quickly find information across research papers, journals, and academic documents.
- Literature reviews
- Citation finding
- Data analysis
Students
Study smarter by querying textbooks, lecture notes, and study materials.
- Exam prep
- Assignment help
- Quick lookups
Businesses
Access company knowledge bases, policies, and documentation instantly.
- HR policies
- Product docs
- Training materials
Developers
Navigate technical documentation, API references, and code repositories.
- API docs
- Code examples
- Best practices
Simple, Transparent Pricing
Free and open source. Run it anywhere, anytime.
Free
Perfect for personal use
- Unlimited documents
- All file formats
- 100% local processing
- Community support
- Open source
- Priority support
- Custom integrations
Pro
For teams and businesses
- Everything in Free
- Priority support
- Custom integrations
- Advanced analytics
- Team collaboration
- SSO & SAML
- SLA guarantee
Enterprise
For large organizations
- Everything in Pro
- Dedicated support
- On-premise deployment
- Custom AI models
- Training & onboarding
- Custom SLA
- White-label option
Honest Limitations
We believe in transparency. Here's what you should know before getting started.
Requires Local Hardware
You need a computer with sufficient RAM and CPU to run Ollama and the AI model. Minimum 8GB RAM recommended.
OCR Processing Time
Images and scanned PDFs are processed with OCR, which may take longer than regular text extraction. Processing time depends on image quality and size.
File Size Limits
Individual files are limited to 10MB for optimal performance. Larger files may need to be split.
No Cloud Sync
Since everything is local, there's no automatic sync across devices. You manage your own data.
Get In Touch
Have questions? Want to contribute? We'd love to hear from you.
Contact Information
About the Author
Built with ❤️ by developers who believe in privacy-first AI solutions. We're passionate about making powerful AI tools accessible to everyone without compromising data security.
This project is open source and welcomes contributions from the community. Join us in building the future of private, local AI.
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