Infinity

Open Source

LLM Inference Updated Feb 15, 2026

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Compared with 16 other LLM Inference agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Pricing not publicly listed.

🎯 Use Cases

Generating embeddings for search and retrieval applications Enhancing NLP pipelines with local embedding models Privacy-sensitive applications requiring offline embedding generation Custom AI workflows needing embedder integration

⚖️ Pros & Cons

✅ Pros

Self-hostable for greater control and privacy
Open-source and free to use
Optimized for performance in embedding tasks

❌ Cons

Requires technical expertise to deploy and manage
Limited to text-embedding tasks (not a general-purpose LLM)
May lack the scalability of cloud-based solutions

Overview

Infinity is a Python-based tool designed for efficient text-embedding inference, enabling users to generate embeddings locally or in a self-hosted environment. It focuses on high performance and ease of integration with existing workflows.

Problem It Solves

It provides a lightweight, self-hostable solution for running text-embedding models without relying on external API services.

Target Audience: Developers and teams working with llm inference 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 Infinity, 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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