Aqwel AI is a pioneering company at the forefront of artificial intelligence research and development. We deliver innovative AI solutions, research breakthroughs, and cutting-edge technology to empower businesses and advance the field of artificial intelligence.
Where artificial intelligence meets research innovation
We bridge the gap between cutting-edge artificial intelligence and immersive research development, creating innovative solutions that push the boundaries of AI technology and research applications.
We specialize in developing AI-powered research tools, creating intelligent systems that enhance research capabilities, and building innovative solutions that advance the field of artificial intelligence.
We envision a future where AI and research seamlessly integrate to create tools that are not just powerful, but truly intelligent and adaptive.
LinkAI is now Aqwel AI
We've updated our branding to better reflect our focus on AI research and development.
LinkAI â Aqwel AI
Updated visual identity and design
Dedicated to AI research & development
All Python packages remain unchanged
All features and capabilities intact
Same great community and support
We're currently in the process of updating our infrastructure and branding.
Sorry for any inconvenience! Thank you for your patience during this transition.
Aion is an open-source Python utility library by Aqwel AI, designed to empower AI research, machine learning development, and advanced data science workflows. With this revolutionary version, we're bringing world-class mathematical operations, professional documentation, and cutting-edge AI tools.
pip install aqwel-aion
71+ mathematical functions for AI/ML research
Correlation, regression, probability distributions, hypothesis testing
Text embeddings, prompt engineering, code analysis
Automated PDF generation for research papers
Advanced file management, real-time monitoring, Git integration
FFT, convolution, filtering, and frequency analysis
Preprocessing, normalization, feature engineering utilities
Now the most comprehensive AI research library available
175+ mathematical functions for AI/ML research
From data to publication-ready results
96/100 quality score with enterprise-grade reliability
MIT Licensed, Python 3.7+, community-driven innovation
The most comprehensive AI research library ever created
v0.1.7 represents a quantum leap in AI research tools
Track our journey to v0.1.6
Revolutionary AI research library with 175+ functions
Advanced AI models and cloud integration
Enterprise features and AI research platform
import aion
# 𧎠Advanced Mathematics & ML
result = aion.maths.sigmoid([0, 1, -1]) # [0.5, 0.731, 0.269]
correlation = aion.maths.correlation([1,2,3,4], [2,4,6,8]) # 1.0
matrix_det = aion.maths.determinant([[1,2],[3,4]]) # -2.0
# đ AI Embeddings & Similarity
embedding = aion.embed.embed_text("Machine learning research")
similarity = aion.embed.cosine_similarity(vec1, vec2)
# đ Model Evaluation
metrics = aion.evaluate.calculate_classification_metrics(y_pred, y_true)
reg_metrics = aion.evaluate.calculate_regression_metrics(pred, true)
# đ§ Code Analysis
explanation = aion.code.explain_code("def train_model(): pass")
complexity = aion.code.analyze_complexity(source_code)
# đ Professional Documentation
docs = aion.pdf.generate_complete_documentation("my_docs")
api_docs = aion.pdf.create_api_documentation("api_ref.pdf")
# đī¸ File Management & Monitoring
aion.files.create_empty_file("research.txt")
aion.watcher.watch_file_for_changes("data.csv", on_change_callback)
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