SaaS Platform & Enterprise Knowledge RAG โ— Live Production Deployment ๐Ÿ”’ you-fyi.onrender.com

you.fyi Workspace

API-First Knowledge Workspace & Semantic Kit Retrieval Platform

<350ms
Semantic Search Across 50k Assets
99.98%
Factual Retrieval Precision
API-First
Headless Developer Architecture
SOC2
Ready Workspace Partitioning
Operational Challenge

The Enterprise Problem & Core Constraints

Modern distributed enterprises maintain knowledge across fragmented silos (Notion, Google Docs, GitHub, Figma), resulting in employees wasting up to 20% of their workweek simply searching for internal resources.

Architectural Solution

AxonFlow AI architected you.fyi: an API-first knowledge workspace where assets are organized into modular, collaborative 'Kits'. Powered by PostgreSQL and pgvector, you.fyi allows employees to query enterprise knowledge in natural language with sub-second semantic retrieval.

Verified Impact

Quantified Business ROI

Streamlined knowledge onboarding for 3 enterprise client organizations, cutting new hire ramp-up times from 3 weeks down to 4 days while unifying over 150,000 corporate documents.

โœ“ Includes 6-Month Free Post-Launch SLA Warranty & Full Code Ownership
System Engineering

Multi-Tier Production Architecture

Modular 'Kit' Architecture

Organizes heterogeneous assets (PDFs, URLs, markdown notes, code snippets) into permission-isolated collaborative collections.

Hybrid pgvector Indexing

Generates dense vector embeddings using text-embedding-004 and stores them in PostgreSQL with IVFFlat / HNSW vector indexing.

Headless REST & GraphQL APIs

Allows enterprise developers to query workspace kits programmatically from internal CLI tools, Slack bots, and CI/CD pipelines.

Collaborative Live Updates

Real-time presence and multi-user editing with optimistic UI updates and instant conflict resolution.

Technology Stack

Enterprise Technical Specifications

Backend ArchitecturePython 3.12, FastAPI, SQLAlchemy 2.0, Celery Task Queue
Database & VectorPostgreSQL 16 with pgvector extension, Redis for session cache
Frontend InterfaceReact, TypeScript, Tailwind CSS, Monaco Code Editor
Container & CloudDocker multi-stage container deployment on Render Cloud Platform
Security & AuthJWT authentication, Role-Based Access Control, AES-256 GCM encryption
Production SLA6-Month Free Post-Launch SLA Warranty & 99.99% Uptime SLA
Interactive Runtime Telemetry

Live Production Application Preview

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๐Ÿ”’ https://you-fyi.onrender.com/ui/
LIVE
you.fyi Workspace Live Runtime Preview Poster
Verified Live Deployment  ยท  P95 <400ms  ยท  99.98% SLA
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Need a Custom System Built with This Architecture?

AxonFlow AI takes enterprise software from initial architectural scoping to live production deployment with guaranteed uptime SLAs and complete code ownership.