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AI PDF Extraction in Python: A Working Guide
A practical walkthrough of AI PDF extraction in Python covering setup, structured extraction with LLMs, key settings, and a production workflow pattern.
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LoRA Fine TuningTutorial: GPU Free Setup Guide
A practical LoRA fine tuning tutorial that runs on free GPU tiers like Colab and Kaggle, with real code, real settings, and an honest look at the trade-offs.
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Vision AI Tutorial: A Practical Guide to Image Analysis APIs
A hands-on walkthrough of Vision AI image analysis APIs covering setup, authentication, working examples, key settings, and where these tools deliver value.
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AI Data Extraction: A Practical Structured Output Tutorial
Learn how to extract structured data from documents using AI, with real setup steps, API calls, and workflow patterns.
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ChatGPT Custom Instructions Tutorial for Power Users
A practical walkthrough of ChatGPT custom instructions for power users, covering setup, key settings, workflows, and honest limitations.
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Claude Projects Tutorial: Build a Working Knowledge Base
A practical walkthrough of Claude Projects covering setup, custom instructions, document ingestion, and the settings that actually matter for production use.
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Continue.dev Tutorial: Real VSCode AI Coding Setup
A hands-on Continue.dev tutorial covering real VSCode setup, configuration, and a working AI coding workflow you can ship today.
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Fine-Tuning LLM Tutorial: A Beginner's Practical Guide
A hands-on walkthrough of fine-tuning LLMs, from setup and first training run to settings that matter and where the approach breaks down.
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Gemini API Tutorial for Beginners Using Google AI
A practical walkthrough of the Gemini API covering setup, authentication, first calls, key parameters, and real workflow patterns for production use.
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Modal Serverless GPU Tutorial for AI Workloads
A hands-on Modal serverless GPU tutorial for AI. Real setup steps, runnable code, and the settings that actually matter when you ship ML workloads.
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LiteLLM Tutorial: A Unified Interface for Every LLM API
A practical walkthrough of LiteLLM covering setup, routing, fallbacks, and the patterns that matter when you need one client across many model providers.
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Ollama API Integration Tutorial for Local LLM Apps
Run open-weight LLMs locally through the Ollama REST API. Setup, real API calls, key settings, and a production routing pattern.
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Voice AI Tutorial: Build Speech to Text in Production
A practical walkthrough of voice AI for speech to text. Real API calls, real config, and where the technology holds up in production work.
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Build an AI Customer Support Chatbot From Scratch
A working walkthrough of AI Support Bot covering setup, retrieval configuration, embedding tricks, and the places it breaks.
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AI Email Automation with n8n: A Practical Guide
Build a real AI-powered email automation workflow in n8n with SMTP setup, IMAP triggers, LLM parsing, and production-ready patterns.
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AI Report Gen: A Practical Setup and Workflow Guide
A hands-on AI automated report generation tutorial covering setup, auth, first working example, key settings, and real workflow patterns for AI Report Gen.
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n8n Claude AI Workflow Complete Tutorial
A practical walkthrough of building production Claude workflows in n8n, from setup to first automation to the settings that actually matter.
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AI Lead Scoring with Python and n8n: A Practical Guide
Build a working AI lead scoring pipeline using Python for the model layer and n8n for orchestration. Real setup steps, real configs, no fluff.
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Aider Tutorial: A Practical Guide to Git-Native AI Coding
A hands-on Aider tutorial covering setup, real commands, key settings, and a workflow pattern for using this terminal-based AI pair programmer with git.
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Braintrust Evals Tutorial for LLM Testing
A practical walkthrough of Braintrust evals for LLM testing, covering setup, scoring, datasets, and production tracing.
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Cline VSCode Tutorial: Setting Up an AI Coding Agent
A hands-on walkthrough of Cline, the VSCode AI coding agent, covering setup, real examples, settings, and where it actually works.
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ElevenLabs Tutorial: Voice Cloning From Setup to Production
A working guide to the ElevenLabs API covering authentication, voice cloning, key settings, and practical workflows for production use.
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Document QA Tutorial: Build a Working Setup From Scratch
A hands-on walkthrough of Document QA covering setup, authentication, a runnable first example, and the settings most people skip.
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Make and OpenAI Tutorial: Build Real Automation Workflows
A practical walkthrough of Make and OpenAI covering setup, authentication, real workflow examples, and the settings that matter for production use.
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Zapier OpenAI Integration Tutorial: A Real Walkthrough
A practical walkthrough of connecting Zapier to OpenAI, from authentication to yourfirst working automation.
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AI Evaluation Tutorial: Build LLM Evals From Scratch
A hands-on walkthrough of AI Evals, the framework for systematically testing LLM outputs, with real setup steps and a runnable first example.
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AI Spreadsheet Automation Tutorial: A Practical Walkthrough
Learn how to set up AI spreadsheet tools, run your first automation, and tune the settings that actually matter for production work.
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AI Web Scraping with Python: A Practical Walkthrough
A hands-on guide to AI web scraping in Python covering setup, a working example, the settings that matter, and where this approach helps versus falls apart.
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Cursor Rules Tutorial: Setting Up .cursorrules
A practical walkthrough of Cursor Rules, .cursorrules setup, and how to use them to control AI behavior in your editor.
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Helicone Tutorial: LLM Observability for Production Apps
A working walkthrough of Helicone as an LLM proxy covering setup, authentication, real code examples, and the settings most teams miss.
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Langfuse Tutorial: LLM Observability and Tracing Setup
Practical Langfuse tutorial covering setup, SDK integration, trace capture, prompt management, and evaluation workflows for production LLM apps.
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NotebookLM Tutorial: A Real Research Workflow Walkthrough
A practical NotebookLM tutorial covering source-grounded research workflows, audio overviews, and how to slot it into a real work setup.
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Qdrant Vector Database Tutorial: Real Developer Walkthrough
A hands-on Qdrant vector database tutorial covering setup, first working example, the settingsmost people skip, and a practical production workflow pattern.
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Text to Speech AI Tutorial with ElevenLabs
Build a working text to speech pipeline using the ElevenLabs API. Authentication, settings, real use cases, and workflow patterns for production work.
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LLM Streaming Responses in Python: A Practical Guide
A working walkthrough of streaming LLM responses in Python with the OpenAI SDK, covering setup, code, settings, and production patterns.
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Vercel AI SDK Tutorial: Building React Apps with Streaming
A hands-on Vercel AI SDK tutorial for React apps. Setup, streaming chat, tool calling, and production patterns that actually work.
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Windsurf IDE Tutorial: Real AI Coding Setup
A working guide to Windsurf's agentic IDE, covering auth, first project, settings that matter, and a real workflow pattern for daily use.
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AI SDK Next.js Tutorial: Build a Chat App Step by Step
A practical walkthrough for building a streaming chat app with Vercel AI SDK and Next.js, from setup to deployment.
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Anthropic Batch API Tutorial: Real Cost Savings Walkthrough
A practical walkthrough of the Anthropic Batch API with concrete examples, real cost numbers, and a workflow pattern you can copy for non-urgent AI workloads.
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AWS Bedrock tutorial: setup Claude from scratch
A practical walkthrough of AWS Bedrock covering setup, authentication, your first Claude API call, key parameters, and where Bedrock fits in real workflows.
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Fireworks AI Tutorial: Fast Inference for Production
Ahands-on walkthrough of Fireworks AI covering setup, authentication, your first API call, and the settings that actually matter for production inference.
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Google Vertex AI: Using the Gemini API in Production
A practical walkthrough of Google Vertex AI covering setup, authentication, the Gemini API, and how to deploy it in real production workflows.
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HuggingFace Inference API Tutorial: A Practical Walkthrough
A hands-on guide to the HuggingFace Inference API covering setup, authentication, your first call, key parameters, and where it fits in production.
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Build a Multi-Agent AI System: A Practical Tutorial
A hands-on walkthrough for building a multi-agent AI system with CrewAI, covering setup, first example, and the settings that actually matter.
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Reranking for RAG: A Practical Accuracy Guide
A hands-on walkthrough of reranking for RAG systems. Setup, real code, the settings that actually move retrieval accuracy, and where reranking helps or hurts.
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Semantic Search in Python: A Hands-On Build Guide
A practical walkthrough for building semantic search with Python, covering embeddings, vector stores, and a real working example you can run today.
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Together AI Tutorial: Open Source Models via API
A practical Together AI tutorial covering setup, authentication, and a first working API call to open source models with real configs.
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LLM Tool Use Function Calling Tutorial
A hands-on walkthrough of LLM tool use and function calling, from schema design to production patterns, with runnable examples and honest tradeoffs.
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AI Agent Memory: Building Persistent Context Systems
A working walkthrough of persistent AI agent memory, from setup to real production patterns, for developers who have heard of it but never built with it.
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Anthropic Prompt Caching: A Practical Setup Guide
A hands-on walkthrough of Anthropic prompt caching with real API examples, cache breakpoint logic, cost math, and a workflow you can ship this week.
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Azure OpenAI Tutorial Setup Guide for Beginners
Step-by-step Azure OpenAI tutorial for beginners covering real setup, authentication, and your first working API call.
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Chroma Vector Database Tutorial for Python Developers
A hands-on walkthrough of setting up Chroma in Python, running your first embedding pipeline, and integrating it into a real retrieval workflow.
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LangGraph Tutorial: Building Stateful AI Agents
Practical LangGraph tutorial for building stateful agents with real code examples. Covers setup, state management, conditional routing, and production patterns.
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n8n Claude Integration Tutorial: AI Nodes Setup Guide
Step-by-step walkthrough for connecting Claude to n8n, with real setup steps, working examples, and honest notes on where it works and where it breaks.
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pgvector PostgreSQL Vector Tutorial: A Hands-On Guide
Practical pgvector PostgreSQL vector tutorial covering setup, indexing options, real query examples, and where it fits in production AI workflows.
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LLM Token Management: Reduce Costs and Improve Performance
A practical walkthrough of LLM token management covering counting, caching, prompt optimization, and cost reduction techniques for production AI systems.
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Claude Computer Use API Tutorial: Real Setup and Examples
A practical walkthrough of Claude Computer Use covering the API setup, authentication, a working code example, settings that matter, and honest limits.
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Flowise Tutorial Build No-Code LLM Apps
A hands-on Flowise tutorial walking through setup, first app build, settings that matter, and where this no-code LLM tool fits in real work.
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Gradio tutorial: build working AI demos step by step
Hands-on Gradio tutorial covering a first working demo, the launch parameters most people ignore, and a realistic team workflow for hosting prototypes.
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MCP Servers Tutorial: Claude Setup From Zero to Working
Practical walkthrough of MCP servers with Claude. Real setup steps, working examples, and the settings that actually matter.
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Pinecone Tutorial: Vector Database Setup for Production
A working walkthrough of Pinecone covering setup, first index, embeddings, and the settings that actually matter when you move to production.
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Weaviate Tutorial: Vector Search for Beginners
A hands-on Weaviate walkthrough covering local setup, authentication, your first vector search, and the configuration dials that matter in production.
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Claude API Advanced Tutorial for Developers
A hands-on walkthrough of the Anthropic Claude API covering setup, key parameters, real use cases, and workflow patterns for production work.
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AutoGen Multi-Agent Tutorial for Microsoft Developers
A practical AutoGen tutorial covering setup, multi-agent patterns, and real workflows using Microsoft's framework for LLM orchestration.
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Dify Tutorial: Build LLM Apps on a Visual Platform
A practical walkthrough of Dify covering setup, first working app, key settings to tune, and how teams actually use it in production LLM workflows.
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DSPy Tutorial: LLM Pipelines the Stanford Way
A hands-on walkthrough of DSPy, the Stanford framework for programmatic LLM pipelines. Setup, signatures, modules, optimizers, and a real workflow.
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Build an MCP Server for Claude: A Practical Guide
Learn how to build an MCP server that connects Claude to your data and tools. A practical, step-by-step tutorial for developers.
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OpenAI Batch API Tutorial: Reduce Costs by Half
Practical walkthrough of OpenAI's Batch API covering setup, a working example, the settings that matter, and a production workflow pattern for async jobs.
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Phidata Python Tutorial: Build AI Agents That Actually Work
A practical Phidata tutorial covering setup, real working code, key configuration settings, and where Phidata fits in a Python AI agent stack.
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Chainlit Tutorial: Build a Python Chatbot UI Step by Step
A practical Chainlit tutorial covering setup, first chatbot, key settings, real use cases, and where the Python UI framework falls short.
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CrewAI Tutorial Build a Working Multi-Agent Workflow
Practical CrewAI walkthrough covering setup, a multi-agent example, key settings, and where the framework helps or breaks down in production.
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Groq API Tutorial Fast Inference Setup
A practical walkthrough for setting up the Groq API for fast LLM inference, with real examples and honest limitations.
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LlamaIndex RAG Tutorial Step by Step for Production Use
A hands-on LlamaIndex RAG tutorial step by step covering setup, indexing, retrieval settings, and a runnable first example you can extend.
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Streamlit AI App Tutorial for Beginners
Build your first AI-powered Streamlit app with real working code, auth setup, and deployment patterns that actually work.
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Supabase AI Tutorial Working with pgvector Step by Step
A hands-on Supabase AI tutorial covering pgvector setup, embeddings storage, similarity search, and the settings that actually matter in production.
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Vector Databases Beginners Guide
A practical walkthrough of vector databases for technical teams covering embeddings, similarity search, setup, and production workflow patterns.
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GitHub Copilot Workspace Setup: A Practical Walkthrough
A real walkthrough of GitHub Copilot Workspace covering setup, first project, settings, and where it fits in a developer's actual workflow.
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Notion AI Tutorial: Real Productivity Setup
Walk through Notion AI from setup to daily workflow patterns. Real prompts, real settings, honest limitations for technical professionals.
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Ollama Local Models Tutorial: Setup to First Run
A practical walkthrough for installing Ollama, running your first local model, and integrating it into a real workflow.
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Build AI Agents in 2026: A Practical Tutorial
A hands-on walkthrough for building AI agents in 2026, covering setup, first working example, key settings, and real workflow patterns.
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