Now routing through Tor

Search that
never builds
a profile on you.

IntentForge routes queries through Tor — your intent is classified, not surveilled. Open source. Zero tracking. Built on an intent-first architecture that improves through usage without ever touching your data.

Launch IntentForge View Source
2,408 Active Tor Nodes
0 Tracking Cookies
100% Source Available
search.oxiverse.com AES-256 Encrypted
IntentForge search interface
ENC> tor --route --intent --self-heal
THE PROTOCOL

Built for the browser,
not for advertisers.

01

Tor-Routed Queries

Every search request is routed through the Tor network. No single relay knows your IP address and your query at the same time. Traffic exits through independent nodes — your intent, your identity, your data never touch the same circuit.

02

Intent Classification

Traditional search maps keywords. IntentForge maps meaning. Queries are classified by intent category before routing — so results are ranked by actual relevance, not by who paid most for your attention.

03

Self-Healing Results

Feedback loops continuously improve search quality. The system learns from which results satisfy your intent and adjusts relevance — without storing your history, without building a profile, without surveillance.

04

48-Byte Vector Index

A custom quantized vector index enables fast in-memory search with minimal storage. Binary quantization compresses embeddings 8x with controlled accuracy trade-off — fast enough to query in real time without compromising intent matching.

AES-256 Data Cipher
12ms Avg. Latency
Next.js 14 Frontend
FastAPI Backend
Qdrant Vector Engine
THE ECOSYSTEM

One enclave. Four modules.
Zero compromise.

01
Active

Privacy Search

IntentForge routes queries through Tor to eliminate tracking while combining results from multiple engines. Intent classification ranks results by meaning, not by who paid most. The self-healing loop improves with each query.

Tor Network Vector Index Intent Engine
Use IntentForge
02
Coming

Intent Affiliates

Query-intent matching surfaces relevant products with zero tracking or advertising cookies. Privacy-respecting affiliate revenue to fund open-source development. No surveillance, no profiling, just intent-aligned recommendations.

Zero Cookies Intent Matching
Affiliate Policy →
03
Coming

Data Autonomy

Total consent management with zero-retention policies. Your data remains yours — always. Full control over what is stored, shared, or processed. GDPR-compliant by architecture, not by afterthought.

Zero-Retention Consent Engine
Privacy Policy →
04
Coming

Open Stack

Built on Next.js 14, FastAPI, and Qdrant. Fully transparent, community-auditable. Every line is open source — the Oxiverse Community License (OCL) v1.0 keeps it that way.

Next.js 14 FastAPI Qdrant
Audit Source Code
OPEN SOURCE
⊘

No Surveillance

No ads. No profiling. No behavioral tracking. Your searches teach the model — they do not become a dossier.

◈

Intent Over Keywords

Results are ranked by what you actually mean, not by keyword density or advertiser bids.

⧫

Open Audit

Source is on Codeberg. Every commit. Every decision. Fork it. Run it. Trust it.

⬡

Privacy by Design

Not a feature bolted on. Architecture-level. Tor routing, zero retention, no cookies by default.

Research

RAVANA v2: Bounded Cognitive Architecture for Alignable AGI

Beyond search, the team published a cognitive architecture paper achieving 94.7% alignment fidelity on ARC benchmarks — using GRACE framework constraints to build inherently safe AI systems.

Read the Paper →
BUILDING THE FUTURE

Four phases.
Infinite possibilities.

Phase 1 — Core Engine

3 / 6 milestones complete

Meta Search Engines
Intent Extraction
Brand Persistence
Caching
Local Indexing
Affiliates
Next
Phase 2 — Ecosystem Expansion

Modules, integrations, and growth.

Intent Affiliates module
Local indexing engine
Developer API
Browser extension
Mobile companion app
Community contribution layer
OWASP security audit
3
Phase 3 — Future Vision

Distributed protocol, global reach.

Distributed node network
Decentralized search protocol
Cross-language intent models
Offline-first architecture
Privacy-respecting analytics layer
4
Phase 4 — Global Domination

When the enclave becomes the default.

Major platform integrations
Institutional adoption
THE ALTERNATIVE

Every search you don't make
on IntentForge is a search
that profiles you.

The search engine isn't a product. It's a statement.
A refusal to treat your curiosity as a commodity.

Start Searching Privately Contribute on Codeberg
Likhith
Likhith
Founder & Developer, Oxiverse
"Technology should empower users, not exploit their data. Every feature is built with one question in mind: does this respect user privacy and autonomy?"