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QP

AskQP

Not a chatbot.
Autonomous Intelligence.
Lives on your machine.

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Ask QP:
Meet QPPlans from $49/mo · Local-first by default.
< 20 min
To first insight
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Zero
Exposure
No one sees your data
∞
AI workflows
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Nothing stored, nothing trained on

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Tell AskQP what you do. It builds the workspace.

Files on the left. Your work in the middle. AI on the right. The apps you’ve been juggling — finally one product.

For researchers · scientists · founders · big-thinking pros

AskQP · Oncology Research
Local
📝introduction.mdedited 2m ago● unsaved

CRISPR-Cas9 delivery in solid tumors

A review of lipid nanoparticle and viral vector approaches, with implications for clinical translation in pediatric oncology.

Background

Targeted gene editing has progressed rapidly since the first clinical trials in 2019. Despite proven efficacy in liquid tumors, solid-tumor delivery remains the central bottleneck. 7 papers cited

The field has converged on three primary delivery modalities: AAV vectors, lentiviral systems, and lipid nanoparticles. Each comes with tradeoffs in payload capacity, immunogenicity, and tropism.

1,247 words · 5 min readCapsule sealed 14:02

Replaces

Microsoft Office · Google Docs · ChatGPT · Gemini · Adobe Acrobat · Notion · and the dozen tabs you never close.

The platform

One workspace. Complete control.

Project workspaces, AI workflows, a private knowledge base, and a tamper-proof audit trail. All running on your hardware.

Document defense

Your documents can attack your AI.

Hidden prompts. Jailbreak payloads. Invisible Unicode. Modern documents are loaded weapons. AskQP’s Membrane screens every file before it touches your Vault.

  1. Normalize

    Unicode + character-set cleanup. Strip invisible markers.

  2. Detect

    Pattern-match for prompt injection, jailbreak, hidden text.

  3. Fence

    Suspect content isolated in render-only mode.

  4. Quarantine

    Hostile blocked

    Hostile files blocked from Vault. Capsule sealed.

membrane scan
$ qp vault ingest research-papers/*.pdf
→ Normalize
14 files, character-set normalized
→ Detect
⚠ paper-7.pdf: hidden Unicode tag chars (3 sequences)
⚠ paper-7.pdf: instruction-shaped text in metadata
→ Fence
paper-7.pdf isolated, render-only mode
→ Quarantine
✗ Blocked from Vault. Audit Capsule sealed.
→ Indexed
✓ 13 files cleared, ready for RAG.

Capabilities

Ask for anything. Get real work back.

Ask QP for a research report, a project scaffold, a compliance review, a fact-checked analysis. Get finished work, not suggestions.

Intelligence

Local models first.
Cloud when you choose.

Your models run locally by default. Need more power? Cloud picks up seamlessly. You choose, per request.

Local-First

Priority routing on your hardware

GPU-accelerated inferenceYour hardware, full speed
High-throughput servingParallel requests, zero queue
Lightweight modelsRun on laptops, no GPU needed

Zero cost · Zero latency · Complete privacy

Cloud Overflow

Opt-in failover, always seamless

Frontier reasoningThe best models, on demand
Search-augmented AIReal-time web grounding
Edge inferenceLow-latency global routing

Circuit breakers · Health caching · Auto-recovery

The Vault

Your knowledge. Indexed.

Drop in PDFs, code, spreadsheets, images. QP indexes everything into a private, searchable knowledge base scoped to your project.

25+ formats — PDFs, Word docs, code, spreadsheets, images, and more

Hybrid search — Finds what you mean, not just what you typed

Trust tiers — Control exactly what your AI can see and cite

Auto-versioning — Every change tracked with automatic version history

vault pipeline
$ qp vault ingest contract.pdf
→ Extract
47 pages, 12,340 tokens extracted
→ Chunk
512-token windows, 50 overlap
→ Embed
768-dim vectors → local index
→ Index
✓ Searchable. Trust: WORKING.
Ready for RAG in 2.3s

Your infrastructure

Your files stay on your machine.
Always.

Data Stays Local

Your files live on your device. Cloud GPU memory is wiped after every request.

Air-Gap Ready

Works without internet. Classified environments, secure facilities, anywhere.

Future-Proof Crypto

Post-quantum signatures on every record. Resistant to attacks that don't exist yet.

Data Classification

Tag data by sensitivity. Confidential files never touch cloud inference.

QP

Your expertise.
Amplified.

Your files. Your hardware. Your rules. Ask QP.

See pricing