9 MODEL FAMILIES · ONE API

Career-native AI, not general-purpose AI wearing a career theme

CareerLM, CareerEmbed, CareerScore, CareerAgent, CareerVoice, CareerVision, CareerVideo, CareerWebAPI, and CSVM Auto — 9 independent model families purpose-built for career intelligence, each with its own scoped API key. Real endpoints, real streaming, real SDKs.

Get your API key → Read the Quickstart
quickstart.py
pip install careerstudiomax-cstm2

from cstm2 import CSTM2Client

client = CSTM2Client(api_key="cstm_lm_...")

result = client.careerlm.chat(
    messages=[{"role": "user",
               "content": "Write a cover letter opener"}]
)
print(result["choices"][0]["message"]["content"])
# real streaming, real errors, real per-family key isolation

9 real model families

Every family is a separate, independently-keyed model — a CareerEmbed key never touches CareerLM, and vice versa. Pick the ones you need.

cstm_lm_
CareerLM
Chat, streaming chat, and text generation grounded in career intelligence — cover letters, resume bullets, negotiation scripts.
cstm_em_
CareerEmbed
Embeddings, similarity scoring, and job-matching — turn resumes and job descriptions into comparable vectors.
cstm_sc_
CareerScore
Deterministic resume/candidate scoring, single or batch — the same scoring engine the main platform uses.
cstm_ag_
CareerAgent
A real ReAct agent that runs multi-step career tasks and job searches, streamed step-by-step.
cstm_vc_
CareerVoice
Voice synthesis for interview practice and career-coaching audio.
cstm_vi_
CareerVision
Image analysis — headshots, whiteboard photos, document scans relevant to a career context.
cstm_vd_
CareerVideo
Video analysis, animation, photo-animation, and cinematic generation — real async job status endpoints included.
cstm_wb_
CareerWebAPI
Live web search synthesis scoped to career/market questions, streamed as it's found.
cstm_au_
CSVM Auto
Deterministic router that picks the right CSTM-2 family for a request automatically — no manual routing logic needed.

SDKs in every major language

Same real API surface, same auth scheme, in whichever stack you're already using.

Python ✓ live on PyPI JavaScript/TypeScript ✓ live on npm Go Ruby PHP Java Rust C# / .NET Swift Kotlin Dart Elixir