AI agents need access to the web.
The problem is that web search APIs can be expensive, limited, or complicated to integrate.
SIMURG Search gives AI agents a simple way to access web search for free.
What is SIMURG?
SIMURG is an open-source protection layer for LLMs.
It monitors model generation and detects when the output starts going wrong, such as repetition loops, language drift, garbage output, or other decoding failures. When corruption is detected, SIMURG can stop the generation and retry it before the bad output reaches the user.
SIMURG also includes a web search layer that allows agents to retrieve real information from the internet and use it for grounding before answering.
SIMURG Search
With SIMURG Search, your AI agent can search the web, retrieve sources, and use the results to verify information instead of relying only on the model's memory.
It is designed to be simple:
pip install simurg
Then you can use the built-in web search directly from your agent.
Why use it?
Free web search for AI agents
Open source
Simple installation
Real-time web information
Useful for local, quantized and self-hosted models
SIMURG combines generation protection with web grounding, giving AI agents a simple way to become more reliable.
Get Started
Install SIMURG:
pip install simurg
GitHub repository:
https://github.com/doofzoff/SIMURG
If your AI agent needs web access without adding another complicated infrastructure layer, give SIMURG Search a try.
Top comments (0)