For embedded engineers

Read the datasheet so you don't have to.

Drop a sensor datasheet. Chipr extracts a verified register map, you check it, and it generates a cited, working C driver that's never hallucinated.

See how it works

The problem

Sensor datasheets weren't written for code.

Register maps sit in dense tables, bitfields are scattered across sections, and the init sequence is buried in prose. Every new chip means hours of manual cross-referencing before a single line of driver code exists.

bmi270-datasheet.pdf · 62 pages
Register map buried in table 4.7 (p. 41–56)
Bitfield resets scattered across 3 sections
Init sequence described in prose, not steps

Hours of manual cross-referencing, per chip.

How it works

Four steps, one trust checkpoint.

Drop the PDF and Chipr streams the extraction live. You verify the register map, the one point a human checks the model's work, then generate a header, driver, and cited init sequence in one pass.

  1. Upload
    Drop the PDF
    1/4
  2. Extract
    Streamed, page by page
    2/4
  3. Verify
    You correct the map
    3/4
  4. Generate
    Deterministic C output
    4/4

Technical advantage

The model reads. Templates write.

The LLM is confined to producing a register map, validated against a strict schema. All C output comes from pure, deterministic template functions, so it's reproducible, testable, and can't invent a register that isn't there.

the trust boundary
Model output
Register map JSON only
Validation
Strict Zod schema
Code generation
Pure template functions
Citations
Every field → datasheet page

Why trust it

The model reads. It never writes the driver.

Chipr confines the LLM to one job: turning a datasheet into a validated data structure. Everything downstream is deterministic, tested, and cited back to its source.

50+
unit tests covering schema, sanitization, and codegen
3
providers behind one interface: Anthropic, OpenAI, Gemini
0
lines of generated C written by the model itself

Bring your own API key, never stored or logged, sent only with your own request.

Bring a datasheet. Leave with a driver.

Free to try with the Gemini demo path, no signup required.

View source