cl-libsvm

Open Source

Common Lisp Updated Feb 15, 2026

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Compared with 4 other Common Lisp agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Free to use under open-source licensing.

🎯 Use Cases

Text classification in Lisp-based NLP applications Image recognition tasks using SVM models Regression analysis for scientific computing Anomaly detection in data streams

⚖️ Pros & Cons

✅ Pros

Direct access to libsvm's robust SVM implementation
Native Common Lisp integration
Lightweight wrapper with minimal dependencies

❌ Cons

Deprecated status means no active maintenance
Limited to libsvm's feature set
Requires familiarity with both Lisp and SVM concepts

Overview

cl-libsvm is a Common Lisp wrapper for the libsvm library, enabling support vector machine (SVM) functionality within Lisp environments. It provides an interface to train and utilize SVM models for classification and regression tasks.

Problem It Solves

It simplifies the integration of SVM-based machine learning into Common Lisp projects, avoiding the need for direct C/C++ bindings to libsvm.

Target Audience: Developers and teams working with common lisp automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are cl-libsvm, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

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FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

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