Explore ArticlesAllProduct UpdatesTutorialsCustomer StoriesTips & ResourcesWeb Scraping with n8n: 8 Powerful Workflow TemplatesLearn how to build robust web scraping automations with n8n workflow templates that extract data from any website without coding using Firecrawl's AI-powered engine.By Bex TuychievAugust 11, 2025Building AI Applications with Kimi K2: A Complete Travel Deal Finder TutorialLearn how to build and deploy a Travel Deal application using Kimi K2, Groq Cloud, Firecrawl API, and Gradio. Complete tutorial with code examples and deployment guide.By Abid Ali AwanAug 5, 2025Building a PDF RAG System with LangFlow and FirecrawlLearn how to build a complete Retrieval Augmented Generation (RAG) system for PDF documents using LangFlow's visual workflow and Firecrawl's document processing capabilities. This tutorial covers PDF collection, vector storage, and creating an interactive document search interface.By Bex TuychievJuly 22, 2025LangFlow Tutorial: Building Production-Ready AI Applications With Visual WorkflowsLearn how to build AI applications visually using LangFlow's drag-and-drop interface. This tutorial covers creating RAG systems, multi-agent workflows, and custom components without extensive coding, plus deploying your AI solutions as production-ready APIs.By Bex TuychievJuly 6, 2025LangGraph Tutorial: Build a Startup Idea Validator with Interactive UILearn how to create a powerful startup validation agent that analyzes market landscapes, community sentiment, and technical feasibility using LangGraph's agent framework with a responsive Streamlit interface.By Bex TuychievJune 27, 2025How to use Firecrawl with n8n for web automationLearn how to integrate Firecrawl's web scraping capabilities with n8n's workflow automation platform without dealing with the complexity of traditional web scraping.By Bex TuychievJune 12, 2025Generating Images from Website Content with Imagen 4 & Gemini 2.5 FlashA technical guide to combining Firecrawl, Google's Gemini 2.5 Flash, and Imagen 4 (via Fal.ai) in a Next.js application to transform website content into unique images.By Dev DigestMay 23, 2025Building Multi-Agent Systems With CrewAI - A Comprehensive TutorialLearn how to create powerful multi-agent systems using CrewAI's role-based architecture to build a functional ChatGPT clone with specialized AI workers.By Bex TuychievMay 17, 2025Web Scraping Change Detection with FirecrawlLearn how to build a wiki monitoring system that tracks changes on web pages and intelligently identifies which content has been updated using Firecrawl's change detection capabilities.By Bex TuychievMay 2, 2025Comprehensive Guide to Building AI Agents Using Google Agent Development Kit (ADK)Learn how to build powerful multi-agent systems with Google's ADK framework that can search the web, generate images, and perform complex tasks through a simple conversational interface.By Bex TuychievMay 1, 2025MCP vs. A2A Protocols: What Developers Need to Know About AI's New PlumbingUnderstanding the distinction between Model Context Protocol (MCP) and Agent2Agent Protocol (A2A) - two emerging standards for connecting AI to the outside world and enabling AI systems to collaborate.By Caleb PefferApril 25, 2025Fine-tuning Llama 4 on a Custom Dataset With Transformers And FirecrawlLearn how to fine-tune Llama 4 on a custom dataset using Unsloth and Firecrawl to improve model performance for specific tasks.By Bex TuychievApr 24, 2025The Best Open Source Frameworks For Building AI Agents in 2025Discover the top open source frameworks for building powerful AI agents with advanced reasoning, multi-agent collaboration, and tool integration capabilities to transform your enterprise workflows.By Bex TuychievApril 23, 2025FastMCP Tutorial: Building MCP Servers in Python From ScratchThe best guide on the internet for building custom MCP servers in Python using FastMCP to enhance AI capabilities for your specific workflows.By Bex TuychievApril 13, 202515 Best Open-Source RAG Frameworks in 2025Discover the top open-source retrieval-augmented generation frameworks that enhance LLM capabilities with external knowledge retrieval for more accurate and contextual AI responses.By Bex TuychievApril 8, 2025Best Open-source Web Scraping Libraries in 2025Comprehensive comparison of leading web scraping tools including Firecrawl, highlighting AI-powered solutions, traditional methods, and how to choose the right library for your data extraction needs.By Bex TuychievApril 7, 2025Top 9 Browser Automation Tools for Web Testing and Scraping in 2025Comprehensive comparison of the best browser automation frameworks including Selenium, Playwright, Puppeteer, and Cypress for web testing, data extraction, and workflow automation with implementation guides.By Bex TuychievApril 1, 2025Top 7 AI-Powered Web Scraping Solutions in 2025Discover the most advanced AI web scraping tools that are revolutionizing data extraction with natural language processing and machine learning capabilities.By Bex TuychievMarch 28, 2025Fine-tuning Gemma 3 on a Custom Web Dataset With Firecrawl and Unsloth AILearn how to efficiently fine-tune Google's Gemma 3 language model on your custom dataset using Firecrawl for data collection and Unsloth AI for optimization.By Bex TuychievMar 26, 202515 Best MCP Servers You Can Add to Cursor For 10x ProductivityDiscover the top 15 Model Context Protocol (MCP) servers that can supercharge your development workflow in Cursor and other AI-powered IDEs.By Bex TuychievMarch 25, 2025Building an Open-Source Project Monitoring Tool with Firecrawl and StreamlitLearn how to create a tool that monitors trending GitHub repositories and sends notifications to Slack using Firecrawl and Streamlit.By Bex TuychievMar 19, 2025Converting Entire Websites into Agents with Firecrawl's LLMs.txt Endpoint and OpenAI Agents SDKLearn how to transform any website into an interactive conversational agent by combining Firecrawl's LLMs.txt endpoint with OpenAI Agents SDK.By Bex TuychievMar 17, 2025Building a Local Deep Research Application with Firecrawl and StreamlitLearn to build a web research tool that explores sources, synthesizes information, and provides comprehensive answers with citations using Firecrawl's new Deep Research endpoint and Streamlit.By Bex TuychievMarch 12, 2025Modern Tech Stack for Retrieval Augmented Generation (RAG)Learn about the essential components and tools for building effective RAG systems that enhance LLM capabilities with external knowledge retrieval, including when to build from scratch versus using existing solutions.By Bex TuychievMar 10, 2025How to Build a Client Relationship Tree Visualization Tool in PythonBuild an application that discovers and visualizes client relationships by scraping websites with Firecrawl and presenting the data in an interactive tree structure using Streamlit and PyVis.By Bex TuychievMar 7, 2025LLM API Engine: How to Build a Dynamic API Generation Engine Powered by FirecrawlBuild a dynamic API generation engine that transforms web data into structured APIs using natural language instead of code.By Bex TuychievFeb 26, 2025Building a Clone of OpenAI's Deep Research with TypeScript and FirecrawlBuild an open-source alternative to OpenAI's Deep Research using TypeScript, Firecrawl, and LLMs.By Bex TuychievFeb 24, 2025How to Create Custom Instruction Datasets for LLM Fine-tuningA comprehensive guide to creating instruction datasets for fine-tuning LLMs, including best practices and a practical code documentation example.By Bex TuychievFeb 18, 2025Fine-tuning DeepSeek R1 on a Custom Instructions DatasetLearn how to fine-tune DeepSeek R1 language models using custom instruction datasets.By Bex TuychievFeb 18, 2025Building an Intelligent Code Documentation RAG Assistant with DeepSeek and FirecrawlA guide to building a documentation assistant that uses DeepSeek and RAG to intelligently answer questions about any documentation website.By Bex TuychievFeb 10, 2025Automated Data Collection - A Comprehensive GuideA comprehensive guide to building robust automated data collection systems using modern tools and best practices.By Bex TuychievFeb 2, 2025Building an AI Resume Job Matching App With Firecrawl And ClaudeBuild an AI-powered job matching system that automatically scrapes job postings and matches them to your resume using Claude, Firecrawl, and Streamlit.By Bex TuychievFeb 1, 2025Scraping Company Data and Funding Information in Bulk With Firecrawl and ClaudeLearn how to scrape company and funding data from Crunchbase using Firecrawl and Claude.By Bex TuychievJan 31, 2025Mastering the Extract Endpoint in FirecrawlLearn how to use Firecrawl's extract endpoint to automatically gather structured data from any website using AI.By Bex TuychievJan 23, 2025How to Build a Bulk Sales Lead Extractor in Python Using AILearn how to build an AI-powered sales lead extraction tool in Python that automatically scrapes company information from websites.By Bex TuychievJan 12, 2025Building a Trend Detection System with AI in TypeScript: A Step-by-Step GuideBuild an automated trend detection system in TypeScript that monitors content, analyzes it with AI, and sends Slack alerts.By Bex TuychievJan 11, 2025How to Build an Automated Competitor Price Monitoring System with PythonLearn how to build an automated price monitoring system in Python to track and compare competitor prices across e-commerce sites.By Bex TuychievJan 6, 2025BeautifulSoup4 vs. Scrapy - A Comprehensive Comparison for Web Scraping in PythonA comprehensive comparison of BeautifulSoup4 and Scrapy to help you choose the right Python web scraping tool.By Bex TuychievDec 24, 202415 Python Web Scraping Projects: From Beginner to AdvancedA comprehensive guide to 15 Python web scraping projects that progress from beginner to advanced skill levels.By Bex TuychievDec 17, 2024How to Deploy Python Web ScrapersLearn how to deploy Python web scrapers using GitHub Actions, Heroku, PythonAnywhere and more.By Bex TuychievDec 16, 2024Why Companies Need a Data Strategy for Generative AILearn why a well-defined data strategy is essential for building robust, production-ready generative AI systems, and discover practical steps for curation, maintenance, and integration.By Eric CiarlaDec 15, 2024Data Enrichment: A Complete Guide to Enhancing Your Data QualityA comprehensive guide to enriching your data quality using modern tools, best practices, and real-world examples.By Bex TuychievDec 14, 2024Building an Automated Price Tracking ToolLearn how to build an automated price tracker in Python that monitors e-commerce prices and sends alerts when prices drop.By Bex TuychievDec 9, 2024Web Scraping Automation: How to Run Scrapers on a ScheduleLearn how to automate web scraping in Python using free scheduling tools to run scrapers reliably in 2025.By Bex TuychievDec 5, 2024How to Generate Sitemaps Using Firecrawl's /map Endpoint: A Complete GuideA comprehensive guide to generating XML and visual sitemaps with Firecrawl's /map endpoint.By Bex TuychievNov 29, 2024How to Use Firecrawl's Scrape API: Complete Web Scraping TutorialLearn how to scrape websites using Firecrawl's /scrape endpoint. Master JavaScript rendering, structured data extraction, and batch operations with Python code examples.By Bex TuychievNov 25, 2024How to Create an llms.txt File for Any WebsiteLearn how to generate an llms.txt file for any website using the llms.txt Generator and Firecrawl.By Eric CiarlaNov 22, 2024Mastering Firecrawl's Crawl Endpoint: A Complete Web Scraping GuideLearn how to use Firecrawl's /crawl endpoint for efficient web scraping. Master URL control, performance optimization, and integration with LangChain for AI-powered data extraction.By Bex TuychievNov 18, 2024Getting Started with OpenAI's Predicted Outputs for Faster LLM ResponsesA guide to leveraging Predicted Outputs to speed up LLM tasks with GPT-4o models.By Eric CiarlaNov 5, 2024Getting Started with Grok-2: Setup and Web Crawler ExampleA detailed guide on setting up Grok-2 and building a web crawler using Firecrawl.By Nicolas CamaraOct 21, 2024OpenAI Swarm Tutorial: Create Marketing Campaigns for Any WebsiteA guide to building a multi-agent system using OpenAI Swarm and Firecrawl for AI-driven marketing strategiesBy Nicolas CamaraOct 12, 2024Using OpenAI's Realtime API and Firecrawl to Talk with Any WebsiteBuild a real-time conversational agent that interacts with any website using OpenAI's Realtime API and Firecrawl.By Nicolas CamaraOct 11, 2024Scraping Job Boards Using Firecrawl Actions and OpenAIA step-by-step guide to scraping job boards and extracting structured data using Firecrawl and OpenAI.By Eric CiarlaSept 27, 2024Build a Full-Stack AI Web App in 12 MinutesBuild a Full-Stack AI Web App in 12 minutes with Cursor, OpenAI o1, V0, Firecrawl & PatchedBy Dev DigestSep 18, 2024How to Use OpenAI's o1 Reasoning Models in Your ApplicationsLearn how to harness OpenAI's latest o1 series models for complex reasoning tasks in your apps.By Eric CiarlaSep 16, 2024How to Use Prompt Caching and Cache Control with Anthropic ModelsLearn how to cache large context prompts with Anthropic Models like Opus, Sonnet, and Haiku for faster and cheaper chats that analyze website data.By Eric CiarlaAug 14, 2024Building Knowledge Graphs from Web Data using CAMEL-AI and FirecrawlA guide on constructing knowledge graphs from web pages using CAMEL-AI and FirecrawlBy Wendong FanAug 13, 2024How to Use OpenAI's Structured Outputs and JSON Strict ModeA guide for getting structured data from the latest OpenAI models.By Eric CiarlaAug 7, 2024Scrape and Analyze Airbnb Data with Firecrawl and E2BLearn how to scrape and analyze Airbnb data using Firecrawl and E2B in a few lines of code.By Nicolas CamaraMay 23, 2024Build a 'Chat with website' using Groq Llama 3Learn how to use Firecrawl, Groq Llama 3, and Langchain to build a 'Chat with your website' bot.By Nicolas CamaraMay 22, 2024Using LLM Extraction for Customer InsightsUsing LLM Extraction for Insights and Lead Generation using Make and Firecrawl.By Caleb PefferMay 21, 2024Build an agent that checks for website contradictionsUsing Firecrawl and Claude to scrape your website's data and look for contradictions.By Eric CiarlaMay 19, 2024🔥Ready to Build?Start scraping web data for your AI apps today.No credit card needed.Get Started
