Transform Datasheets Into
Production-Ready Code

AI-powered platform that extracts structured data from PDF datasheets
and generates driver code in minutes, not hours.

90%
Time Savings
>95%
Accuracy
100%
Open Source

The Problem

⏰

Time-Intensive Integration

Engineers spend 4+ hours manually extracting register maps and electrical specifications from datasheets.

❌

Error-Prone Process

Manual transcription leads to bugs, misconfigurations, and costly debugging cycles.

πŸ“„

Inconsistent Documentation

Datasheet formats vary wildly across manufacturers, making automation difficult.

The SpecWeaver Solution

1

Upload Datasheet

Drop any PDF datasheet into our platform

β†’
2

AI Extraction

Hybrid approach: Pattern matching + LLM processing

β†’
3

Generate Code

Production-ready drivers for multiple platforms

Key Features

⚑

Lightning Fast

Process datasheets in under 30 seconds with our hybrid extraction pipeline combining pattern matching and LLM intelligence.

🎯

High Accuracy

>90% metadata extraction and >95% register map accuracy powered by Claude 3.5 Sonnet with smart caching.

πŸ”§

Multi-Platform

Generate code for Arduino, ESP32, STM32, Raspberry Pi, Rust, Python, and more from a single datasheet.

πŸ’°

Cost Optimized

Only $0.006 per datasheet extraction using intelligent direct extraction + targeted LLM gap-filling.

🌐

Self-Hosted

100% open source infrastructure. Deploy on-premise or cloud with complete data ownership.

πŸ”„

Extensible Templates

Jinja2-based code generation with customizable templates for your specific hardware platforms.

Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Next.js   │────▢│ API Gateway  │────▢│  AI Service β”‚
β”‚  Frontend   β”‚     β”‚  (Express)   β”‚     β”‚  (FastAPI)  β”‚
β”‚  Port 3000  β”‚     β”‚  Port 3001   β”‚     β”‚  Port 8000  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                           β”‚                     β”‚
         β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
         β”‚                                                       β”‚
         β–Ό                         β–Ό                            β–Ό
  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”         β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”            β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
  β”‚  PostgreSQL  β”‚         β”‚    Redis    β”‚            β”‚    MinIO    β”‚
  β”‚   Port 5432  β”‚         β”‚  Port 6379  β”‚            β”‚  Port 9000  β”‚
  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜         β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜            β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                    

Tech Stack

Backend: Python 3.11, FastAPI, SQLAlchemy 2.0
Frontend: Next.js 14, React 18, TypeScript, Material 3
AI/LLM: Claude 3.5 Sonnet, GPT-4o-mini, Gemini Pro
PDF Processing: PyMuPDF, Camelot, Tabula
Database: PostgreSQL 15 with JSONB, pgvector
Storage: MinIO (S3-compatible, self-hosted)

Use Cases

🏭 Hardware Companies

Accelerate driver development for new chip integrations. Reduce engineering hours spent on datasheet parsing.

πŸŽ“ Education

Help students learn embedded systems without getting bogged down in register-level details.

πŸš€ IoT Startups

Rapidly prototype with new sensors and MCUs. Ship MVPs faster with auto-generated drivers.

πŸ”¬ Research Labs

Focus on innovation, not boilerplate. Generate driver code for custom hardware interfaces.

By The Numbers

4 hrs β†’ 30 min
Integration Time Reduction
$0.006
Cost Per Datasheet
6 Services
Lightweight Architecture
850MB
Total Memory Footprint

Ready to Transform Your Workflow?

Join leading hardware companies and research labs using SpecWeaver to accelerate development.