Python

#ai-agents #ai #llm +5 more

Python 13 min read

Tool-Using AI Agents: Web Search, Code Execution & API Integration

Build powerful AI agents with real-world tools. Learn to integrate web search, execute code safely, work with files, and connect to external APIs using LangGraph.

#multi-agent #crewai #langgraph +5 more

Multi-Agent Systems: Build AI Teams with CrewAI & LangGraph

Master multi-agent orchestration with CrewAI and LangGraph. Build specialized AI teams that collaborate, delegate tasks, and solve complex problems together.

#langgraph #ai-agents #ai +4 more

LangGraph Deep Dive: Build AI Agents as State Machines

Master LangGraph for building production AI agents. Learn state graphs, conditional routing, cycles, and persistence patterns with hands-on examples.

#ollama #local-llm #ai-agents +5 more

Local LLMs with Ollama: Build AI Agents with Zero API Costs

Run AI agents 100% locally with Ollama. Learn to set up Llama 3.2, Mistral, and DeepSeek, then build production-ready agents that work offline with full privacy.

#ai-agents #production #langsmith +5 more

Production AI Agents: Observability, Evaluation & Deployment

Deploy AI agents to production with confidence. Learn monitoring with LangSmith, evaluation strategies, security best practices, and scalable deployment patterns.

#fine-tuning #llm #ai +3 more

Fine-Tuning LLMs: Complete Guide to Custom AI Models

Learn to fine-tune large language models for your use case. Master LoRA, QLoRA, dataset preparation, and deploy custom models with OpenAI and Hugging Face.

Dec 10, 2024 Read more

RAG Applications: Build AI with Your Own Data

Master Retrieval-Augmented Generation for LLM applications. Learn document processing, embeddings, vector search, and build production RAG systems.

#rag #llm #ai +3 more

Dec 9, 2024 Read more

#python #fastapi #api +3 more

FastAPI Tutorial: Build Modern Python APIs

Master FastAPI for building high-performance Python APIs. Learn async endpoints, validation, authentication, database integration, and deployment.

Dec 4, 2024 Read more

#python #huggingface #transformers +3 more

Hugging Face Transformers: Complete Python Tutorial

Master Hugging Face Transformers for NLP tasks. Learn text classification, named entity recognition, question answering, and fine-tuning models.

#fastapi #python #file-upload +4 more

FastAPI Tutorial Part 14: File Uploads and Storage

Handle file uploads in FastAPI. Learn form data, file validation, cloud storage integration with S3, and serving static files.

#fastapi #python #celery +4 more

Python 4 min read

FastAPI Tutorial Part 11: Background Tasks and Celery

Handle long-running operations in FastAPI. Learn built-in BackgroundTasks, Celery integration, task queues, and async processing patterns.

#fastapi #python #crud +3 more

FastAPI Tutorial Part 7: CRUD Operations - Build a Complete REST API

Build production-ready CRUD APIs with FastAPI. Learn RESTful patterns, pagination, filtering, bulk operations, and best practices for real-world applications.

#fastapi #python #dependency-injection +3 more

FastAPI Tutorial Part 5: Dependency Injection - Share Logic Across Endpoints

Master FastAPI dependency injection for clean, reusable code. Learn database sessions, authentication, pagination, and complex dependency chains.

FastAPI Tutorial Part 20: Building a Production-Ready API

Build a complete production-ready FastAPI application. Combine all concepts into a real-world e-commerce API with authentication, database, and deployment.

#fastapi #python #error-handling +4 more

FastAPI Tutorial Part 8: Error Handling and Exceptions

Master error handling in FastAPI. Learn custom exceptions, global handlers, validation errors, and building user-friendly error responses.

#fastapi #python #sqlalchemy +4 more

Python 10 min read

FastAPI Tutorial Part 6: Database Integration with SQLAlchemy

Connect FastAPI to databases using SQLAlchemy. Learn ORM models, relationships, migrations with Alembic, and async database operations.

FastAPI Tutorial Part 1: Introduction and Setup - Build Modern Python APIs

Start your FastAPI journey with this comprehensive guide. Learn installation, create your first API, understand async Python, and explore automatic documentation.

#fastapi #python #jwt +4 more

FastAPI Tutorial Part 9: JWT Authentication - Secure Your API

Implement JWT authentication in FastAPI. Learn token generation, password hashing, OAuth2 flows, refresh tokens, and protecting API endpoints.

#fastapi #python #middleware +3 more

FastAPI Tutorial Part 13: Middleware and Lifecycle Events

Master FastAPI middleware for request processing. Learn custom middleware, CORS, request logging, and application lifecycle events.

#fastapi #python #openapi +4 more

FastAPI Tutorial Part 19: OpenAPI and API Documentation

Create professional API documentation with FastAPI. Learn OpenAPI customization, Swagger UI, ReDoc, and documentation best practices.

FastAPI Tutorial Part 2: Path and Query Parameters - Complete Guide

Master FastAPI path and query parameters. Learn parameter validation, type conversion, optional parameters, and advanced patterns for building flexible APIs.

#fastapi #python #performance +4 more

Python 2 min read

FastAPI Tutorial Part 17: Performance and Caching

Optimize FastAPI performance with caching, async operations, connection pooling, and profiling. Build blazing-fast APIs.

#fastapi #python #rbac +4 more

FastAPI Tutorial Part 10: Role-Based Access Control (RBAC)

Implement RBAC in FastAPI. Learn user roles, permissions, scopes, and granular access control for secure multi-tenant applications.

#fastapi #python #pydantic +4 more

FastAPI Tutorial Part 3: Request Bodies and Pydantic - Data Validation Mastery

Master Pydantic models in FastAPI. Learn request body validation, nested models, custom validators, and advanced data handling for robust APIs.

#fastapi #python #docker +4 more

Python 2 min read

FastAPI Tutorial Part 16: Docker and Deployment

Deploy FastAPI applications to production. Learn Docker containerization, Docker Compose, cloud deployment, and production best practices.

FastAPI Tutorial Part 4: Response Models and Status Codes - Control Your API Output

Learn to control FastAPI responses with response models, status codes, and headers. Master data filtering, multiple response types, and proper HTTP semantics.

#fastapi #python #security +4 more

Python 2 min read

FastAPI Tutorial Part 18: API Security Best Practices

Secure your FastAPI application against common vulnerabilities. Learn input validation, rate limiting, CORS, and OWASP security patterns.

#fastapi #python #testing +4 more

FastAPI Tutorial Part 15: Testing Your API

Write comprehensive tests for FastAPI applications. Learn pytest, TestClient, database testing, mocking, and test-driven development patterns.

#fastapi #python #websockets +3 more

Python 4 min read

FastAPI Tutorial Part 12: WebSockets - Real-Time Communication

Build real-time features with FastAPI WebSockets. Learn bidirectional communication, chat systems, live updates, and broadcasting patterns.

#celery #task-queue #python +3 more

Celery Task Queue: Complete Python Background Jobs Guide

Master Celery for Python background task processing. Learn task queues, scheduling, monitoring, error handling, and build scalable async workflows.

Python 13 min read

Model Context Protocol (MCP): Build Custom AI Tool Integrations

Master MCP to connect Claude and other LLMs to external tools, databases, and APIs. Complete guide with Python and TypeScript examples for building MCP servers.

#mcp #claude #ai +5 more

#vector-database #embeddings #ai +3 more

Vector Databases Explained: Essential Guide for AI Applications

Learn vector databases for AI and ML applications. Compare Pinecone, Chroma, Weaviate, and build semantic search with embeddings.

Python 31 min read

Build Your First MCP Server in Python: Connect Claude to Any API

Learn to build a Model Context Protocol (MCP) server from scratch. Create a GitHub MCP server that lets Claude interact with repositories, issues, and pull requests.

#ai #mcp #claude +4 more

#python #machine-learning #ai +2 more

Getting Started with Machine Learning in Python: A Practical Guide

Learn machine learning fundamentals with Python. Build your first ML models using scikit-learn with hands-on examples for classification, regression, and real-world predictions.

Dec 1, 2024 Read more

#python #langchain #llm +3 more

LangChain Tutorial: Build AI Applications with Python

Master LangChain for building LLM-powered applications. Learn chains, agents, memory, RAG, and integrate with OpenAI, HuggingFace, and vector databases.

Dec 1, 2024 Read more

#sqlalchemy #orm #python +3 more

SQLAlchemy 2.0: Complete Python ORM Guide

Master SQLAlchemy 2.0 for Python database operations. Learn ORM, async support, relationships, migrations, and build robust data layers.

Dec 1, 2024 Read more

#python #pytorch #deep-learning +3 more

Deep Learning with PyTorch: Complete Beginner's Guide

Learn deep learning with PyTorch from scratch. Build neural networks, CNNs, RNNs, and train models for image classification and NLP tasks.

Nov 30, 2024 Read more

#python #asyncio #async +3 more

Python AsyncIO: Master Asynchronous Programming

Learn Python async/await for concurrent programming. Master coroutines, tasks, event loops, and build high-performance async applications.

Nov 29, 2024 Read more

#rate-limiting #api #security +3 more

API Rate Limiting: Complete Implementation Guide

Master API rate limiting for production systems. Learn token bucket, sliding window, Redis-based limiting, and protect your APIs from abuse.

Nov 28, 2024 Read more

#grpc #microservices #python +3 more

gRPC with Python: Build High-Performance Microservices

Master gRPC for Python microservices. Learn Protocol Buffers, streaming, authentication, and build efficient inter-service communication.

Nov 26, 2024 Read more

#openai #gpt #api +3 more

OpenAI API with Python: Build AI-Powered Applications

Master the OpenAI API for building AI applications. Learn GPT-4, embeddings, function calling, assistants API, and production best practices.

Nov 26, 2024 Read more

#python #pandas #data-science +3 more

Pandas Tutorial: Complete Guide to Data Analysis in Python

Master Pandas for data analysis. Learn DataFrames, data cleaning, manipulation, grouping, merging, and visualization with practical examples.

Nov 23, 2024 Read more

#python #scikit-learn #machine-learning +3 more

Scikit-Learn Tutorial: Machine Learning with Python

Complete guide to machine learning with scikit-learn. Learn classification, regression, clustering, model evaluation, and building ML pipelines.

Nov 23, 2024 Read more

#whisper #openai #speech-to-text +3 more

OpenAI Whisper API: Audio Transcription and Translation Guide

Master OpenAI's Whisper API for audio transcription. Learn speech-to-text, translation, timestamps, and build production transcription services.

Nov 23, 2024 Read more

#claude #anthropic #api +3 more

Claude AI API: Build Intelligent Applications with Anthropic

Master Claude AI API for building AI applications. Learn chat completions, tool use, vision, streaming, and production best practices.

Nov 22, 2024 Read more

#nlp #spacy #python +3 more

NLP with spaCy: Complete Natural Language Processing Guide

Master natural language processing with spaCy Python. Learn tokenization, NER, POS tagging, text classification, and build NLP pipelines for production.

Nov 22, 2024 Read more

#python #matplotlib #data-visualization +3 more

Matplotlib Tutorial: Complete Guide to Data Visualization in Python

Master data visualization with Matplotlib. Learn to create line plots, bar charts, scatter plots, histograms, and customize your visualizations.

#python #openai #chatgpt +3 more

OpenAI ChatGPT API Tutorial: Build AI Apps with Python

Learn to use OpenAI's ChatGPT API in Python. Build chatbots, generate content, and integrate AI into your applications with practical examples.

#prompt-engineering #ai #llm +3 more

Prompt Engineering: Master the Art of AI Communication

Learn prompt engineering techniques for ChatGPT, Claude, and other LLMs. Master zero-shot, few-shot, chain-of-thought, and advanced prompting strategies.

#speech-recognition #python #whisper +3 more

Speech Recognition in Python: Complete Voice Processing Guide

Build speech recognition applications with Python. Learn speech-to-text, voice commands, audio processing with Whisper, SpeechRecognition, and real-time transcription.

#llama #ollama #local-llm +3 more

Run Llama Locally: Complete Guide to Local LLM Deployment

Deploy Llama and other open-source LLMs locally. Learn Ollama, llama.cpp, quantization, and build private AI applications without cloud APIs.

Nov 20, 2024 Read more

#ai-agents #langchain #autogen +3 more

AI Agents: Build Autonomous Systems with LLMs

Master AI agent development with LangChain and AutoGen. Learn agent architectures, tool use, multi-agent systems, and build autonomous AI applications.

Nov 19, 2024 Read more

#python #numpy #data-science +3 more

NumPy Tutorial: Complete Guide to Numerical Computing in Python

Master NumPy for scientific computing. Learn arrays, mathematical operations, broadcasting, and data manipulation with practical examples.

Nov 19, 2024 Read more

#stable-diffusion #ai #image-generation +2 more

Stable Diffusion: AI Image Generation Guide

Master Stable Diffusion for AI image generation. Learn prompting, ControlNet, LoRA fine-tuning, and build image generation applications.

Nov 18, 2024 Read more

#mlops #machine-learning #devops +3 more

MLOps: Machine Learning Operations Complete Guide

Master MLOps for production ML systems. Learn model versioning, experiment tracking, CI/CD for ML, model serving, and monitoring best practices.

Nov 17, 2024 Read more

#opencv #computer-vision #python +3 more

Computer Vision with OpenCV and Python: Complete Guide

Master computer vision with OpenCV Python. Learn image processing, object detection, face recognition, and build real-world vision applications.

Nov 16, 2024 Read more

#python #nlp #machine-learning +3 more

Natural Language Processing with Python: Complete Guide

Learn NLP fundamentals with Python. Text preprocessing, sentiment analysis, named entity recognition, and building NLP applications with NLTK and spaCy.

Nov 16, 2024 Read more

#python #flask #sqlalchemy +3 more

Building REST APIs with Flask and SQLAlchemy

Complete guide to building REST APIs using Flask, SQLAlchemy for ORM, and Marshmallow for serialization. Includes SQLite and MySQL setup.

Jan 12, 2020 Read more