Explore AI Solutions
At AI Python Solutions, we provide open-source Python scripts to empower businesses and individuals with secure, cost-effective AI solutions. Our tools leverage locally installed Large Language Models (LLMs) and cloud database migration strategies to automate tasks, ensure data privacy, and drive innovation. Explore our resources below to learn about AI’s impact, access our scripts, and implement advanced solutions tailored to your needs.
AI Insights
- The AI Revolution: Past Achievements and Future Transformations (2022–2030) – Discover how AI has reshaped industries and what to expect in the next five years, with insights into banking, insurance, retail, and more.
- Building AI Infrastructure: A Comprehensive Guide – Learn how to design and deploy AI infrastructure for large and small companies, leveraging cloud platforms and best practices.
- Microsoft’s Guidelines for Responsible AI on Azure – Discover Microsoft’s principles and practices for building ethical AI solutions on Azure, with examples.
- Leveraging Free Locally Installed LLMs for AI Applications – Learn why locally installed LLMs offer unmatched security, customization, and cost efficiency, with practical guidance on getting started.
- Professionally Used AI Tools and Integration – Discover top AI tools, their professional applications, and how to integrate them into powerful agent tools.
Python AI Solutions Scripts
- Generate Text Summaries from Files Using Locally Installed LLMs – Create concise summaries of text documents with a Python script powered by local LLMs.
- Detect Inconsistencies in Files Using Locally Installed LLMs – Identify discrepancies in documents using a Python script with local LLMs.
- Document-Based Chatbot Powered by Locally Installed LLMs – Build a chatbot that answers questions based on provided documents using local LLMs.
- Chatbot for Azure PostgreSQL Database Using Locally Installed LLMs – Query and interact with Azure PostgreSQL databases through an AI-powered chatbot.
- Chatbot for OCI Oracle Database Using Locally Installed LLMs – Engage with OCI Oracle databases using a chatbot driven by local LLMs.
- Meeting Scheduler Chatbot Using Azure and DeepSeek API – Schedule and query meetings with a web-based chatbot powered by Azure and DeepSeek API.
- Real-Time Sales Data Analytics Pipeline on Azure – Build a data pipeline for real-time sales analytics using Azure Data Factory, Synapse, Databricks, and more.
- Train a Simple Linear Regression Model on Azure – Train and deploy a linear regression model using Azure Machine Learning with a free account.
- Machine Learning Algorithms for Industry on Azure – Explore commonly used ML algorithms with Python scripts for training on Azure, including Linear Regression, Random Forest, CNN, and more.
- Clean and Transform Data with PySpark on Azure – Implement a batch ETL pipeline using PySpark on Azure for large-scale data processing in a medallion architecture.
Cloud Database Migration
- Migrating Oracle Exadata to Azure: A Comprehensive Guide – A detailed guide for seamlessly migrating Oracle Exadata databases to Azure.
- Zero Downtime Migration Automation Script – Automate Oracle database migrations with minimal disruption using this Python script.
- Data Validation Script for Oracle Exadata Migration – Ensure data integrity during Oracle Exadata migrations with this validation script.
- Server Failure Prediction Using Azure AI Foundry and GPT-4o-mini – Predict server failures with a Python script leveraging Azure AI Foundry and OpenAI’s GPT-4o-mini LLM.
Visit our GitHub repository to access these scripts and start building your AI and migration solutions today.