Parallel Python

parallelpython.com

Parallel Python is an open-source, cross-platform Python module designed to enable parallel execution of Python code on SMP systems and clusters. It overcomes the Global Interpreter Lock (GIL) limitation by utilizing processes and inter-process communication to facilitate job-based parallelization with features such as dynamic load balancing, fault tolerance, and automatic resource discovery.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch Parallel Python mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Parallel Python",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]