CLOUDM0N
Repository intelligence

mudler/LocalAI

GitHub

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

CLOUDM0N decision
REVIEW BEFORE ADOPTION
Trust REVIEW · 10/100
Good fit if

Teams whose requirements match this repository’s core capability.

Watch out for

Review deployment and security evidence before production adoption.

Practical intelligence

What matters before you adopt it

Best for
Teams whose requirements match this repository’s core capability.
Main trade-offs
Review deployment and security evidence before production adoption.
Trust & CVEs

Security evidence without the noise

Trust remains a decision signal; CVEs and scanner evidence explain what is driving the risk.

Security findings
6
CLOUDM0N scanner findings
Critical
0
High
2
Medium
4
Low
0
View trust evidence & security findings▼
Why this score
No trust rationale was stored for this scan.
CLOUDM0N findings
HIGH
Remote download piped or chained into a shell requires manual review. 3 sample match(es) found.
HIGH
Container configuration requests host-level control or isolation bypass. 1 sample match(es) found.
MEDIUM
Dynamic code execution pattern detected. 5 sample match(es) found.
MEDIUM
The project can spawn operating-system processes; review command construction and input handling. 5 sample match(es) found.
MEDIUM
Broad permission or elevated-command pattern detected. 2 sample match(es) found.
MEDIUM
Dockerfile does not end with an explicit non-root USER.
Architecture from code47 modules · 0 edges▼
Structural evidence

Modules and dependency edges extracted from repository code. This is code evidence, not README inference.

Code files
423
Modules
47
Dependency edges
0
Core modules
backend
102 files
core
core utilities
313 files
examples
1 files
scripts
5 files
website
1 files
Dependency flow
No dependency edges were extracted.
Detected languages
Go · JavaScript · Shell · Python · C++ · C · Rust
Detected frameworks
FastAPI · Matplotlib · NumPy · PyTorch
Architecture evidence details
flowchart TD
    %% repo — high-level architecture (DRAFT, refine me)
    n0["backend · backend · 102 files"]
    n1["core · core utilities · 313 files"]
    n2["examples · examples · 1 file"]
    n3["scripts · scripts · 5 files"]
    n4["tests · tests · 1 file"]
    n5["website · 1 file"]
    class n0 api
    class n1 core
    class n2 docs
    class n3 infra
    class n4 test
    classDef api fill:#af7aa1,color:#ffffff,stroke:#8a5f7f
    classDef core fill:#e15759,color:#ffffff,stroke:#b04547
    classDef docs fill:#9d7660,color:#ffffff,stroke:#7c5d4c
    classDef infra fill:#b35c00,color:#ffffff,stroke:#8f4a00
    classDef test fill:#499894,color:#ffffff,stroke:#397975
Agent handoff
Use with any agent
JSON API
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