GraphCanon updated 4w · GitHub synced 4w
Decision brief
Raga LLM-Hub is a Python-based framework for evaluating large language models, enforcing guardrails, and ensuring security during the operation of these models.
Good fit when
- When you need to conduct detailed evaluations on large language models and require specific methods to enforce guardrails and maintain security within your application or environment.
- Ideal if your project requires a dedicated framework that integrates well with Python environments for LLM operations, evaluation, and monitoring.
Avoid when
- If you are working in an environment where the use of Python is not feasible or desired, as Raga LLM-Hub's functionality is deeply integrated within Python.
- Avoid using if your primary need does not include guardrails enforcement and security features for LLMs, since Raga LLM Hub emphasizes these aspects.
- Pricing:
- unknown - Pricing information is not specified; it operates under a unique licensing model which may or may not have restrictive terms for commercial use.
- Requirements:
- Requires Python installation and environment to set up.; Installation is straightforward through pip but the broader dependencies should be checked as per project requirements.
Observed Jul 12, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Dormant (687d since push)
- As of 4w
- Provenance
- Not a fork · Organization account
- As of 4w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install raga-llm-hubHow it fits your stack(1)
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Evidence and technical details
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Overview
Raga LLM Hub is a Python-based framework designed to evaluate large language models (LLMs), enforce guardrails, and ensure security in the context of LLM operations.
Capability facts
- Languages
- python
Source: github.language+pyproject.toml · Jul 29, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 29, 2026)
python -m pip install raga-llm-hubSource link
Tags
README
Install Raga LLM Hub
pip install raga-llm-hub
---
# Install Raga LLM Hub
python -m pip install raga-llm-hub
For agents
This page has a .md twin and JSON over the API.