# Guapo AI - Build AI Apps ## Docs - [Introduction](https://learning.guapo.ai/chatbots-and-agents/introduction.md): Welcome to the home of your new documentation - [Accounts to Follow](https://learning.guapo.ai/community/accounts-to-follow.md): A curated list of AI experts and influencers to follow. - [AI Product Reviews](https://learning.guapo.ai/community/ai-product-reviews.md): A section dedicated to reviews of various AI products. - [Basic AI Concepts](https://learning.guapo.ai/community/basic-ai-concepts.md): An introduction to fundamental AI concepts. - [Bookmarks](https://learning.guapo.ai/community/bookmarks.md): A collection of useful resources and links related to AI. - [Nerdlore and AI Vocab](https://learning.guapo.ai/community/nerdlore-and-ai-vocab.md): A glossary of AI terms and concepts. - [Introduction](https://learning.guapo.ai/evals/introduction.md): Welcome to the home of your new documentation - [Introduction](https://learning.guapo.ai/introduction.md): So, you want to be an AI Engineer, Do Ya? - [Introduction](https://learning.guapo.ai/more/diffusion/introduction.md): Welcome to the home of your new documentation - [NLP](https://learning.guapo.ai/more/natural-language/NLP.md): Text, title, and styling in standard markdown - [Attention Layers](https://learning.guapo.ai/more/natural-language/attention-layers.md): The navigation field in mint.json defines the pages that go in the navigation menu - [Fine Tuning Models](https://learning.guapo.ai/more/natural-language/fine-tuning-models.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Hosting and Sharing Models](https://learning.guapo.ai/more/natural-language/hosting-and-sharing-models.md): The navigation field in mint.json defines the pages that go in the navigation menu - [Training Models](https://learning.guapo.ai/more/natural-language/training-models.md): Reusable, custom snippets to keep content in sync - [Transformer Models](https://learning.guapo.ai/more/natural-language/transformer-models.md): Display inline code and code blocks - [Using Transformers](https://learning.guapo.ai/more/natural-language/using-transformers.md): Add image, video, and other HTML elements - [AI Audio Transcriber](https://learning.guapo.ai/projects/ai-audio-transcriber.md): Develop a tool that transcribes audio files into text using AI models. - [AI Disaster Response Coordinator](https://learning.guapo.ai/projects/ai-disaster-response-coordinator.md): Develop a platform that uses AI to coordinate disaster response efforts, including resource allocation and volunteer coordination. - [AI Emoji Generator](https://learning.guapo.ai/projects/ai-emoji-generator.md): Create a tool that generates custom emojis using AI based on user descriptions and preferences. - [AI Friend](https://learning.guapo.ai/projects/ai-friend.md): Develop an AI friend that engages in conversations and provides companionship to users. - [AI Headshot Generator](https://learning.guapo.ai/projects/ai-headshot-generator.md): Develop a tool that generates professional headshots using AI based on user inputs and preferences. - [AI Medical Diagnosis Chatbot](https://learning.guapo.ai/projects/ai-medical-diagnosis-chatbot.md): Create an AI chatbot that assists healthcare professionals in diagnosing medical conditions based on patient symptoms and medical history. - [AI NPC](https://learning.guapo.ai/projects/ai-npc.md): Create an AI-powered non-player character (NPC) for video games that interacts with players and enhances the gaming experience. - [AI Photo Editor](https://learning.guapo.ai/projects/ai-photo-editor.md): Develop a photo editing tool that uses AI to enhance and transform images based on user inputs. - [AI-Powered Tutor](https://learning.guapo.ai/projects/ai-powered-tutor.md): Develop an AI-powered tutoring system that provides personalized instruction and feedback to students. - [AI Text-Based Adventure Game](https://learning.guapo.ai/projects/ai-text-based-adventure-game.md): Develop an AI-powered text-based adventure game that generates dynamic and engaging storylines based on player choices. - [AI Trip Planner](https://learning.guapo.ai/projects/ai-trip-planner.md): Create a tool that generates personalized trip itineraries using AI based on user preferences and travel data. - [AI Video Transcriber](https://learning.guapo.ai/projects/ai-video-transcriber.md): Develop a tool that transcribes video files into text using AI models. - [API Integration Framework](https://learning.guapo.ai/projects/building-blocks/api-integration-framework.md): Develop a framework for integrating and managing third-party APIs within applications. - [Authentication and Authorization](https://learning.guapo.ai/projects/building-blocks/authentication-and-authorization.md): Develop a system for managing authentication and authorization in applications to ensure security and access control. - [Automated Testing Framework](https://learning.guapo.ai/projects/building-blocks/automated-testing-framework.md): Develop a framework for automated testing of applications, ensuring reliability and robustness. - [CI/CD Pipeline](https://learning.guapo.ai/projects/building-blocks/ci-cd-pipeline.md): Develop a continuous integration and continuous deployment (CI/CD) pipeline to automate the build, test, and deployment processes. - [Cloud Infrastructure Setup](https://learning.guapo.ai/projects/building-blocks/cloud-infrastructure-setup.md): Create a cloud infrastructure setup to deploy and manage applications in the cloud efficiently. - [Containerized Development Environment](https://learning.guapo.ai/projects/building-blocks/containerized-development-environment.md): Create a containerized development environment to ensure consistency and portability across different development setups. - [Data Augmentation Tool](https://learning.guapo.ai/projects/building-blocks/data-augmentation-tool.md): Create a tool that performs data augmentation to enhance training datasets for machine learning models. - [Logging and Monitoring System](https://learning.guapo.ai/projects/building-blocks/logging-and-monitoring-system.md): Create a system for logging and monitoring application performance to ensure reliability and early detection of issues. - [Model Deployment Pipeline](https://learning.guapo.ai/projects/building-blocks/model-deployment-pipeline.md): Create a pipeline for deploying machine learning models into production environments. - [NLP Preprocessing Pipeline](https://learning.guapo.ai/projects/building-blocks/nlp-preprocessing-pipeline.md): Develop a reusable pipeline for preprocessing text data for NLP tasks. - [Real-Time Data Streaming](https://learning.guapo.ai/projects/building-blocks/real-time-data-streaming.md): Develop a system for real-time data streaming and processing to support dynamic applications. - [Scalable Database Setup](https://learning.guapo.ai/projects/building-blocks/scalable-database-setup.md): Develop a scalable database setup to handle large volumes of data efficiently for applications. - [Code Agent for File Generation](https://learning.guapo.ai/projects/code-agent-file-generation.md): Create an AI agent that generates code files based on user specifications and requirements. - [Code Agent for File Upload Processing](https://learning.guapo.ai/projects/code-agent-file-upload-processing.md): Develop an AI agent that processes file uploads and performs various tasks such as data extraction and transformation. - [Code Agent with Pandas](https://learning.guapo.ai/projects/code-agent-pandas.md): Create an AI agent that assists with data analysis and manipulation tasks using Pandas. - [Code Writing Agent](https://learning.guapo.ai/projects/code-writing-agent.md): Create an AI agent that generates code snippets based on user descriptions and requirements. - [Content Creator](https://learning.guapo.ai/projects/content-creator.md): Develop a web app that uses an LLM to generate personalized content based on user inputs. - [Customer Proposal Generator](https://learning.guapo.ai/projects/customer-proposal-generator.md): Develop a tool that generates professional customer proposals based on user inputs and business requirements. - [Customer Support Chatbot](https://learning.guapo.ai/projects/customer-support-chatbot.md): Develop a chatbot for customer support that can handle common queries and escalate complex issues. - [Customer Voice Reddit Scraper and Language Emulator](https://learning.guapo.ai/projects/customer-voice-reddit-scraper-and-language-emulator.md): Develop a tool that scrapes Reddit for customer opinions and emulates their language for business insights. - [Fraud Detection](https://learning.guapo.ai/projects/fraud-detection.md): Develop a system to detect fraudulent transactions in financial data using machine learning. - [Hosting Image Generation Inference API](https://learning.guapo.ai/projects/hosting-image-generation-inference-api.md): Deploy an image generation model as a microservice using Docker and Kubernetes. - [Image Captioning](https://learning.guapo.ai/projects/image-captioning.md): Build an application that generates captions for uploaded images using multimodal AI models. - [Introduction](https://learning.guapo.ai/projects/introduction.md): Welcome to the home of your new documentation - [Knowledge Base Q&A Chatbot](https://learning.guapo.ai/projects/knowledge-base-qa-chatbot.md): Develop a Q&A chatbot that uses RAG to provide answers from a large knowledge base. - [LangChain Email Parser](https://learning.guapo.ai/projects/langchain-email-parser.md): Develop a tool that uses LangChain to parse and analyze emails, extracting key information and insights. - [LangChain Q&A over GraphDB](https://learning.guapo.ai/projects/langchain-qa-over-graphdb.md): Create a Q&A system that uses LangChain to answer questions based on data stored in GraphDB databases. - [LangChain Q&A over SQL](https://learning.guapo.ai/projects/langchain-qa-over-sql.md): Create a Q&A system that uses LangChain to answer questions based on data stored in SQL databases. - [LLM Agent with Tool and Memory](https://learning.guapo.ai/projects/llm-agent-with-tool-and-memory.md): Develop an AI agent that leverages a large language model along with tools and memory for enhanced capabilities. - [LLM as Judge for Evals Braintrust](https://learning.guapo.ai/projects/llm-as-judge-evals-braintrust.md): Develop a system where an LLM evaluates and provides feedback on various submissions as a judge. - [Model Comparison Dashboard](https://learning.guapo.ai/projects/model-comparison-dashboard.md): Build a dashboard to evaluate and visualize the performance of different AI models. - [Multi-Agent Supervisor Chatbot](https://learning.guapo.ai/projects/multi-agent-supervisor-chatbot.md): Develop a supervisor chatbot that coordinates multiple AI agents to perform complex tasks and workflows. - [Multi-Chatbot Simulation](https://learning.guapo.ai/projects/multi-chatbot-simulation.md): Develop a system that simulates interactions between multiple chatbots to study and improve their performance. - [Niche Newsletter Generator](https://learning.guapo.ai/projects/niche-newsletter-generator.md): Create a tool that generates newsletters for specific niches based on curated content and user preferences. - [Personal Finance Assistant](https://learning.guapo.ai/projects/personal-finance-assistant.md): Develop an AI assistant that helps users manage their personal finances, track expenses, and provide budget recommendations. - [Product Roadmap Generator](https://learning.guapo.ai/projects/product-roadmap-generator.md): Develop a tool that generates product roadmaps based on user inputs and business goals. - [Q&A Chatbot with User Feedback Thumbs Button](https://learning.guapo.ai/projects/qa-chatbot-with-user-feedback-thumbs-button.md): Create a Q&A chatbot that allows users to provide feedback on the responses using thumbs up/down buttons. - [Real-Time Image Detection App](https://learning.guapo.ai/projects/realtime-image-detection-app.md): Build a mobile or web application that performs real-time object detection using a pre-trained model. - [Recommendation Engine](https://learning.guapo.ai/projects/recommendation-engine.md): Develop an e-commerce recommendation system that provides personalized product recommendations. - [Semantic Search Engine](https://learning.guapo.ai/projects/semantic-search-engine.md): Create a search engine that uses embeddings to provide semantic search capabilities. - [Slack AI Assistant](https://learning.guapo.ai/projects/slack-ai-assistant.md): Create an AI assistant for Slack that performs various tasks such as fetching information and scheduling meetings. - [Targeted Marketing Campaign](https://learning.guapo.ai/projects/targeted-marketing-campaign.md): Develop a system that delivers personalized advertisements based on user behavior and preferences. - [Task Automation Agent](https://learning.guapo.ai/projects/task-automation-agent.md): Create an AI agent that automates routine tasks based on user inputs. - [Text Summarization](https://learning.guapo.ai/projects/text-summarization.md): Develop a web application that takes long-form text as input and provides a concise summary. - [Text to Speech](https://learning.guapo.ai/projects/text-to-speech.md): Develop a tool that converts text into speech using AI models. - [TTRPG Campaign Generator](https://learning.guapo.ai/projects/ttrpg-campaign-generator.md): Develop a web application that generates campaign ideas and storylines for tabletop role-playing games (TTRPGs). - [TTRPG Character Generator](https://learning.guapo.ai/projects/ttrpg-character-generator.md): Create a web application that generates characters for tabletop role-playing games (TTRPGs) based on user inputs. - [TTRPG DM Chatbot](https://learning.guapo.ai/projects/ttrpg-dm-chatbot.md): Create a chatbot that assists dungeon masters (DMs) in running tabletop role-playing games (TTRPGs). - [Twilio Phone Voice Agent](https://learning.guapo.ai/projects/twilio-phone-voice-agent.md): Create a voice agent that interacts with users over the phone using Twilio and AI models. - [Twilio SMS Agent](https://learning.guapo.ai/projects/twilio-sms-agent.md): Create an SMS agent that interacts with users via text messages using Twilio and AI models. - [V0-like Tailwind UI Generator](https://learning.guapo.ai/projects/v0-like-tailwind-ui-generator.md): Create a tool that generates UI components similar to V0, using Tailwind CSS and user specifications. - [Voice Assistant](https://learning.guapo.ai/projects/voice-assistant.md): Develop a voice assistant that can perform various tasks based on user voice commands. - [Web Browser Automation](https://learning.guapo.ai/projects/web-browser-automation.md): Develop a tool that automates web browser tasks such as form filling, data extraction, and navigation. - [Weekly Newsletter](https://learning.guapo.ai/projects/weekly-newsletter.md): Develop a tool that aggregates and summarizes news articles matching a specific topic and creates and sends a newsletter each week. - [YouTube to TikTok Clip Creator](https://learning.guapo.ai/projects/youtube-to-tiktok-clip-creator.md): Develop a tool that converts YouTube videos into short TikTok clips, optimizing for engagement and virality. - [YouTube Transcript Summarization](https://learning.guapo.ai/projects/youtube-transcript-summarization.md): Develop a web application that summarizes YouTube video transcripts to provide concise overviews. - [Zoom Meeting AI](https://learning.guapo.ai/projects/zoom-meeting-ai.md): Develop a tool that enhances Zoom meetings with AI features such as transcription, summarization, and action item extraction. - [Code as Reasoning](https://learning.guapo.ai/prompt-engineering/advanced-applications/code-as-reasoning.md): Learn how to use code-based prompts to enhance the reasoning capabilities of language models. - [Introduction](https://learning.guapo.ai/prompt-engineering/advanced-applications/introduction.md): An introduction to advanced applications of prompt engineering. - [LLMs that Reason and Act](https://learning.guapo.ai/prompt-engineering/advanced-applications/llms-that-reason-and-act.md): Learn how to design prompts that enable language models to reason and act autonomously. - [LLMs Using Tools](https://learning.guapo.ai/prompt-engineering/advanced-applications/llms-using-tools.md): Learn how to integrate language models with external tools to enhance their capabilities. - [Chatbot and Knowledge Base](https://learning.guapo.ai/prompt-engineering/applied-prompting/chatbot-and-knowledge-base.md): Learn how to design prompts for chatbots and knowledge base applications. - [Introduction](https://learning.guapo.ai/prompt-engineering/applied-prompting/introduction.md): An introduction to applied prompting in AI. - [Multiple Choice Questions](https://learning.guapo.ai/prompt-engineering/applied-prompting/multiple-choice-questions.md): Learn how to design prompts for multiple choice questions in AI applications. - [Solve Discussion Questions](https://learning.guapo.ai/prompt-engineering/applied-prompting/solve-discussion-questions.md): Learn how to design prompts to solve discussion questions in AI applications. - [Assigning Roles](https://learning.guapo.ai/prompt-engineering/assigning-roles.md): Learn how to assign roles to AI models to improve their responses. - [Structuring Data](https://learning.guapo.ai/prompt-engineering/basic-applications/structuring-data.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Writing an Email](https://learning.guapo.ai/prompt-engineering/basic-applications/writing-an-email.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Giving Instructions](https://learning.guapo.ai/prompt-engineering/giving-instructions.md): Learn how to give clear and concise instructions to AI models. - [Chain of Thought](https://learning.guapo.ai/prompt-engineering/intermediate/chain-of-thought.md): Learn how to use chain of thought prompting to improve AI model performance. - [Zero Shot Chain of Thought](https://learning.guapo.ai/prompt-engineering/intermediate/zero-shot-chain-of-thought.md): Learn how to use zero shot chain of thought prompting to achieve complex reasoning with AI models. - [Introduction](https://learning.guapo.ai/prompt-engineering/introduction.md): Welcome to the home of your new documentation - [Prompt Engineering](https://learning.guapo.ai/prompt-engineering/prompt-engineering.md): An introduction to the fundamentals of prompt engineering. - [Prompt Structure](https://learning.guapo.ai/prompt-engineering/prompt-structure.md): Learn how to structure prompts to achieve optimal results from AI models. - [Prompting with ChatGPT](https://learning.guapo.ai/prompt-engineering/prompting-with-chatgpt.md): Learn how to effectively prompt ChatGPT to get desired responses. - [Showing Examples](https://learning.guapo.ai/prompt-engineering/showing-examples.md): Learn how to use examples to guide AI models in generating desired outputs. - [Defensive Measures](https://learning.guapo.ai/prompt-engineering/special-topics/defensive-measures.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Image Prompting](https://learning.guapo.ai/prompt-engineering/special-topics/image-prompting.md): Learn how to design prompts for generating and manipulating images using AI models. - [Indirect Prompt Injection](https://learning.guapo.ai/prompt-engineering/special-topics/indirect-prompt-injection.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Jailbreaking](https://learning.guapo.ai/prompt-engineering/special-topics/jailbreaking.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Prompt Engineering Tools](https://learning.guapo.ai/prompt-engineering/special-topics/prompt-engineering-tools.md): Discover tools and frameworks that facilitate prompt engineering. - [Prompt Injection](https://learning.guapo.ai/prompt-engineering/special-topics/prompt-injection.md): Mintlify gives you complete control over the look and feel of your documentation using the mint.json file - [Prompt Tuning](https://learning.guapo.ai/prompt-engineering/special-topics/prompt-tuning.md): Learn how to fine-tune prompts to optimize AI model performance. - [Reliability](https://learning.guapo.ai/prompt-engineering/special-topics/reliability.md): Learn how to ensure the reliability of prompts and responses in AI applications. ## Optional - [Skill Tree](https://aidev.life/skill-tree) - [Community](https://aidev.life/community) - [Blog](https://aidev.life/blog)