§00 B2B web toolBeta

CCAM Search

A search engine for CCAM procedure codes with hybrid scoring: exact match, full-text search, trigram similarity, vector search. For PMSI coders, medical secretariats and health software vendors.

v0.7.1 · May 2026
CCAM library: 12,487 codes
Updates: quarterly
Hosting: OVH · FR · GP
01 Demo

Search. See the scoring.

A static demonstration of the search engine. Real results vary depending on the scoring modes enabled.

§02 Method

Four engines, one score.

Hybrid scoring combines four complementary approaches to find the right procedure, even with imperfect input.

01

EXACT

Exact match

CCAM code, exact label, official alias. Instant result for users who know the code.

02

FTS

Full-text search

PostgreSQL tsvector index, French stemming. Searching "appendix" retrieves all appendectomy procedures.

03

TRIGRAM

Trigram similarity

pg_trgm for typos and spelling variants. "appendectomy" with a typo remains findable.

04

VECTOR

Vector search

On-device embeddings, cosine similarity. Retrieves semantically related procedures even without lexical overlap.

§03 Beta access

One line. One reply.

Beta access is free during the testing phase. We are looking for real users: PMSI coders, medical secretaries, healthcare software developers.

  • REST API + Python · Node.js SDK
  • 12,487 CCAM v75 codes
  • Field feedback expected
  • No commitment

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Do not include any health data or patient data(name, record number, diagnosis…): just describe how you would use it.

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