Advanced AI Agents
Available
AG2 Adaptive Research Team
Multi-Agent Hierarchical Collaboration•Advanced
A Streamlit app that blends agent teamwork with agent-enabled routing and fallback, built entirely on AG2..
Technology Index / 110 Projects
Streamlit AI Projects & Architectures
Explore open-source implementations leveraging Streamlit for agent tool use, vector indexing, evaluation, and LLM orchestration.
Advanced AI Agents
Available
AI Competitor Intelligence Agent Team
Multi-Agent Hierarchical Collaboration•Intermediate
The AI Competitor Intelligence Agent Team is a powerful competitor analysis tool powered by Firecrawl and Agno's AI Agent framework. This app helps businesses analyze their competitors by extracting structured data from competitor...
Advanced AI Agents
Available
AI Domain Deep Research Agent
Autonomous ReAct Agent Loop•Intermediate
An advanced AI research agent built using the Agno Agent framework, Together AI's Qwen model, and Composio tools. This agent helps users conduct comprehensive research on any topic by generating research questions, finding answers...
Advanced AI Agents
Available
AI Email GTM Reachout Agent
Autonomous ReAct Agent Loop•Intermediate
An intelligent, fully automated B2B outreach system that discovers companies, finds decision makers, researches company intelligence, and generates personalized cold emails using AI agents.
Advanced AI Agents
Available
AI Financial Coach Agent with Google ADK
Autonomous ReAct Agent Loop•Intermediate
The AI Financial Coach is a personalized financial advisor powered by Google's ADK (Agent Development Kit) framework. This app provides comprehensive financial analysis and recommendations based on user inputs including income,...
Game Playing Agents
Available
AI Game Design Agent Team
Interactive Game Reasoning Agent•Advanced
The AI Game Design Agent Team is a collaborative game design system powered by AG2(formerly AutoGen)'s AI Agent framework. This app generates comprehensive game concepts through the coordination of multiple specialized AI agents, each...
Advanced AI Agents
Available
AI Health & Fitness Planner Agent ️️
Autonomous ReAct Agent Loop•Intermediate
The AI Health & Fitness Planner is a personalized health and fitness Agent powered by Agno AI Agent framework. This app generates tailored dietary and fitness plans based on user inputs such as age, weight, height, activity level,...
Advanced AI Agents
Available
AI Legal Agent Team
Multi-Agent Hierarchical Collaboration•Intermediate
A Streamlit application that simulates a full-service legal team using multiple AI agents to analyze legal documents and provide comprehensive legal insights. Each agent represents a different legal specialist role, from research and...
Advanced AI Agents
Available
AI Mental Wellbeing Agent Team
Multi-Agent Hierarchical Collaboration•Advanced
The AI Mental Wellbeing Agent Team is a supportive mental health assessment and guidance system powered by AG2(formerly AutoGen)'s AI Agent framework. This app provides personalized mental health support through the coordination of...
Advanced AI Agents
Available
AI Product Launch Intelligence Agent
Multi-Agent Hierarchical Collaboration•Intermediate
A streamlined intelligence hub for Go-To-Market (GTM) & Product-Marketing teams. Built with Streamlit + Agno (GPT-4o) + Firecrawl, the app turns scattered public-web data into concise, actionable launch insights.
Advanced AI Agents
Available
AI Real Estate Agent Team
Multi-Agent Hierarchical Collaboration•Intermediate
The AI Real Estate Agent Team is a sophisticated property search and analysis platform powered by specialized AI agents with Firecrawl's extract endpoint. This application provides comprehensive real estate insights, market analysis,...
Advanced AI Agents
Available
AI Recipe & Meal Planning Agent
Autonomous ReAct Agent Loop•Intermediate
An intelligent meal planning agent built with Agno that helps you discover recipes, analyze nutrition, estimate costs, and create weekly meal plans based on your ingredients and dietary preferences.
Advanced AI Agents
Available
AI Recruitment Agent Team
Multi-Agent Hierarchical Collaboration•Intermediate
A Streamlit application that simulates a full-service recruitment team using multiple AI agents to automate and streamline the hiring process. Each agent represents a different recruitment specialist role - from resume analysis and...
Advanced AI Agents
Available
AI Research Planner & Executor Agent with Google's Interactions API
Autonomous ReAct Agent Loop•Intermediate
A streamlined multi-phase research agent built with Google's Interactions API that demonstrates stateful conversations, model mixing, background execution, and automatic infographic generation.
Advanced AI Agents
Available
AI Services Agency
Autonomous ReAct Agent Loop•Intermediate
An AI application that simulates a full-service digital agency using multiple AI agents to analyze and plan software projects. Each agent represents a different role in the project lifecycle, from strategic planning to technical...
Voice AI Agents
Available
AI Speech Trainer Agent
Real-Time Streaming Voice Pipeline•Intermediate
AI Speech Trainer is an AI-powered multi-agent, multimodal public speaking coach that listens to how you speak, watches how you express, and evaluates what you say - helping you become a confident public speaker.
Advanced AI Agents
Available
AI Startup Insight with Firecrawl FIRE-1 Agent
Autonomous ReAct Agent Loop•Intermediate
An advanced web extraction and analysis tool built using Firecrawl's FIRE-1 agent + extract v1 endpoint and the Agno Agent framework to get details of a new startup instantly! This application automatically extracts structured data from...
Advanced AI Agents
Available
AI System Architect Advisor with R1
Autonomous ReAct Agent Loop•Intermediate
An Agno agentic system that provides expert software architecture analysis and recommendations using a dual-model approach combining DeepSeek R1's Reasoning and Claude. The system provides detailed technical analysis, implementation...
Advanced AI Agents
Available
AI Teaching Agent Team
Multi-Agent Hierarchical Collaboration•Intermediate
A Streamlit application that brings together a team of specialized AI teaching agents who collaborate like a professional teaching faculty. Each agent acts as a specialized educator: a curriculum designer, learning path expert, resource...
Advanced AI Agents
Available
Codebase Migration & Refactor Planner (LangGraph)
Multi-Agent Hierarchical Collaboration•Advanced
An AI-powered multi-agent codebase migration assistant built with LangGraph and Streamlit that plans file-by-file refactoring tasks, performs human-in-the-loop (HITL) risk review, fans out parallel refactoring workers, and aggregates...
RAG Tutorials & Pipelines
Available
Deep Research Agent with OpenAI Agents SDK and Firecrawl
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A powerful research assistant that leverages OpenAI's Agents SDK and Firecrawl's deep research capabilities to perform comprehensive web research on any topic and any question.
Advanced AI Agents
Available
DevPulseAI Multi-Agent Signal Intelligence
Multi-Agent Hierarchical Collaboration•Intermediate
A reference implementation demonstrating how to build a multi-agent pipeline that aggregates technical signals from multiple sources, scores them for relevance, assesses risks, and synthesizes an actionable intelligence digest.
Advanced AI Agents
Available
GPT-OSS Advanced Critique & Improvement Loop
Autonomous ReAct Agent Loop•Intermediate
A Streamlit app demonstrating the "Automatic Critique + Improvement Loop" pattern using GPT-OSS via Groq. This demo implements an iterative quality improvement process.
Advanced AI Agents
Available
Multimodal AI Coding Agent Team with o3-mini and Gemini
Multi-Agent Hierarchical Collaboration•Intermediate
An AI Powered Streamlit application that serves as your personal coding assistant, powered by multiple Agents built on the new o3-mini model. You can also upload an image of a coding problem or describe it in text, and the AI agent will...
RAG Tutorials & Pipelines
Available
Multimodal AI Design Agent Team
Multi-Agent Hierarchical Collaboration•Intermediate
A Streamlit application that provides comprehensive design analysis using a team of specialized AI agents powered by Google's Gemini model. This application leverages multiple specialized AI agents to provide comprehensive analysis of...
Advanced AI Agents
Available
Resume & Job Matcher
Autonomous ReAct Agent Loop•Intermediate
This app allows you to upload a Resume and a Job Description, then uses an LLM to: A great tool for job seekers to optimize resumes for each application.
Advanced AI Agents
Available
Trust-Gated Multi-Agent Research Team
Multi-Agent Hierarchical Collaboration•Intermediate
Build a multi-agent research pipeline where every AI agent must pass a trust verification before participating, and every action is recorded in a hash-chained audit trail that is independently verifiable.
LLM Apps with Memory
Available
ai_customer_support_agent
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Qdrant as the...
Advanced AI Agents
Available
ai_email_gtm_outreach_agent
Multi-Agent Hierarchical Collaboration•Intermediate
An end-to-end, multi-agent Streamlit app that automates B2B outreach using GPT-5 and Exa. It discovers relevant companies, finds the right contacts (Founder's Office, GTM/Sales leadership, Partnerships/BD, Product Marketing), researches...
Advanced AI Agents
Available
ai_fraud_investigation_agent
Autonomous ReAct Agent Loop•Intermediate
An AI-powered autonomous fraud investigation agent that cross-references childcare provider licensing records against physical building data to detect anomalies. The agent uses public data — Cook County property records, Illinois DCFS...
Advanced AI Agents
Available
ai_journalist_agent
Autonomous ReAct Agent Loop•Intermediate
This Streamlit app is an AI-powered journalist agent that generates high-quality articles using OpenAI GPT-4o. It automates the process of researching, writing, and editing articles, allowing you to create compelling content on any...
RAG Tutorials & Pipelines
Available
ai_meeting_agent
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
This Streamlit application leverages multiple AI agents to create comprehensive meeting preparation materials. It uses OpenAI's GPT-4, Anthropic's Claude, and the Serper API for web searches to generate context analysis, industry...
Advanced AI Agents
Available
ai_movie_production_agent
Autonomous ReAct Agent Loop•Intermediate
This Streamlit app is an AI-powered movie production assistant that helps bring your movie ideas to life using Claude 3.5 Sonnet model. It automates the process of script writing and casting, allowing you to create compelling movie...
Advanced AI Agents
Available
ai_personal_finance_agent
Autonomous ReAct Agent Loop•Intermediate
This Streamlit app is an AI-powered personal finance planner that generates personalized financial plans using OpenAI GPT-4o. It automates the process of researching, planning, and creating tailored budgets, investment strategies, and...
Advanced AI Agents
Available
llm_router_app
Autonomous ReAct Agent Loop•Intermediate
This Streamlit application demonstrates the use of RouteLLM, a system that intelligently routes queries between different language models based on the complexity of the task. It provides a chat interface where users can interact with AI...
Advanced AI Agents
Available
local_chatgpt_clone
Autonomous ReAct Agent Loop•Intermediate
cd awesome-llm-apps/advancedtoolsframeworks/localchatgptclone 4. Expose the Llama-3 model as an OpenAI API by starting the server in LM Studio.
Advanced AI Agents
Available
multi_agent_researcher
Multi-Agent Hierarchical Collaboration•Intermediate
This Streamlit app empowers you to research top stories and users on HackerNews using a team of AI assistants with GPT-4o. cd advancedaiagents/multiagentapps/multiagentresearcher.
Framework Crash Courses
Available
6.1 Agent Lifecycle Callbacks
Autonomous ReAct Agent Loop•Beginner
61agentlifecyclecallbacks/ ├── agent.py # Agent with lifecycle callbacks ├── app.py # Streamlit web interface └── README.md # This file.
Framework Crash Courses
Available
6.2 LLM Interaction Callbacks
Autonomous ReAct Agent Loop•Beginner
62llminteractioncallbacks/ ├── agent.py # Agent with LLM interaction callbacks ├── app.py # Streamlit web interface └── README.md # This file.
Framework Crash Courses
Available
Tutorial 1: Your First OpenAI Agent
Autonomous ReAct Agent Loop•Beginner
An OpenAI agent is a programmable AI assistant that can: Think of it as creating a smart function that uses AI to handle complex tasks.
Framework Crash Courses
Available
Tutorial 2: Structured Output Agent
Autonomous ReAct Agent Loop•Beginner
Traditional AI responses are unstructured text, making them difficult to process programmatically. Structured outputs solve this by: ┌─────────────────────────────────────────────────────────────┐.
Framework Crash Courses
Available
Tutorial 3: Tool Using Agent
Autonomous ReAct Agent Loop•Beginner
Tools are functions that your agent can call to perform specific tasks. Think of them as the agent's "hands" - they allow the agent to: ┌─────────────────────────────────────────────────────────────┐.
Framework Crash Courses
Available
Tutorial 4: Running Agents
Autonomous ReAct Agent Loop•Beginner
When you call any Runner method, the SDK executes a sophisticated loop that handles the complete agent workflow: ┌─────────────────────────────────────────────────────────────┐.
LLM Apps with Memory
Available
Tutorial 5.1: In-Memory Conversation Agent
Episodic & Long-Term Memory Architecture•Beginner
InMemorySessionService stores session data in your computer's RAM (memory). This means: from google.adk.sessions import InMemorySessionService.
LLM Apps with Memory
Available
Tutorial 5.2: Persistent Conversation Agent
Autonomous ReAct Agent Loop•Beginner
DatabaseSessionService stores session data in a SQLite database file. This means: from google.adk.sessions import DatabaseSessionService ┌─────────────────────────────────────────────────────────────┐.
Framework Crash Courses
Available
Tutorial 6.3: Tool Execution Callbacks
Autonomous ReAct Agent Loop•Beginner
Tool execution callbacks allow you to monitor when agents use tools, track their execution lifecycle, and analyze the results. This provides visibility into how agents interact with external systems and APIs.
Framework Crash Courses
Available
Tutorial 7: Plugins
Autonomous ReAct Agent Loop•Beginner
Plugins in Google ADK are custom code modules that can be executed at various stages of an agent workflow lifecycle using callback hooks. Unlike regular callbacks that are configured on individual agents or tools, plugins are registered...
LLM Apps with Memory
Available
Tutorial 7: Sessions & Memory Management
Episodic & Long-Term Memory Architecture•Beginner
Sessions provide automatic conversation memory that eliminates the need to manually handle .toinputlist() between turns. Think of sessions as a smart conversation database that.
Framework Crash Courses
Available
Tutorial 8: Handoffs & Delegation
Autonomous ReAct Agent Loop•Beginner
Handoffs enable agent specialization and delegation where agents can transfer tasks to other agents with specific expertise. Think of handoffs as a smart routing system that.
Framework Crash Courses
Available
Tutorial 8: Tracing & Observability
Autonomous ReAct Agent Loop•Beginner
Tracing provides comprehensive workflow monitoring that automatically captures every event during agent execution: ┌─────────────────────────────────────────────────────────────┐.
Framework Crash Courses
Available
Tutorial 9.1: Sequential Agents - Business Implementation Plan Generator
Autonomous ReAct Agent Loop•Beginner
Business Topic → SequentialAgent → 4 Sub-agents (Sequential Execution) [Market Research + Web Search] → [SWOT Analysis] → [Strategy] → [Implementation].
Framework Crash Courses
Available
Tutorial 9.2: Loop Agents - Iterative Plan Refiner
Autonomous ReAct Agent Loop•Beginner
Topic → LoopAgent → [Refine Plan] → [Increment Iteration] → [Check Completion] ↑ │ └──────────────────────────── Repeat until stop ─────────┘.
Framework Crash Courses
Available
Tutorial 9.3: Parallel Agents - Market Snapshot Team
Multi-Agent Hierarchical Collaboration•Beginner
According to the ADK docs, Parallel Agents execute their sub-agents concurrently. Each child runs on its own invocation branch but shares the same session.state.
Framework Crash Courses
Available
Tutorial 9: Multi-Agent Orchestration
Multi-Agent Hierarchical Collaboration•Beginner
Multi-agent orchestration enables coordinated AI workflows where multiple specialized agents work together to solve complex problems. Think of orchestration as a conductor leading an orchestra where.
Game Playing Agents
Available
AI 3D PyGame Visualizer with DeepSeek R1
Interactive Game Reasoning Agent•Intermediate
This Project demonstrates R1's code capabilities with a PyGame code generator and visualizer with browser use. The system uses DeepSeek for reasoning, OpenAI for code extraction, and browser automation agents to visualize the code on...
Game Playing Agents
Available
Agent White vs Agent Black: Chess Game
Interactive Game Reasoning Agent•Advanced
An advanced Chess game system where two AI agents play chess against each other using Autogen in a streamlit app. It is built with robust move validation and game state management.
Chat With X Tutorials
Available
The Magician IA Reader: AI-Powered NLP & Tarot Insights
Autonomous ReAct Agent Loop•Intermediate
Welcome to The Magician IA Reader! This project presents a unique application combining the power of Artificial Intelligence with the mystique of tarot reading.
Chat With X Tutorials
Available
chat_with_github
Autonomous ReAct Agent Loop•Intermediate
4. Get your GitHub Access Token.
Chat With X Tutorials
Available
chat_with_gmail
Autonomous ReAct Agent Loop•Intermediate
4. Get your OpenAI API Key.
Chat With X Tutorials
Available
chat_with_pdf
Autonomous ReAct Agent Loop•Intermediate
4. Run the Streamlit App streamlit run chatpdf.py https://github.com/Shubhamsaboo/awesome-llm-apps/assets/31396011/12bdfc11-c877-4fc7-9e70-63f21d2eb977.
RAG Tutorials & Pipelines
Available
chat_with_research_papers
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
This Streamlit app enables you to engage in interactive conversations with arXiv, a vast repository of scholarly articles, using GPT-4o. With this RAG application, you can easily access and explore the wealth of knowledge contained...
RAG Tutorials & Pipelines
Available
chat_with_substack
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
Streamlit app that allows you to chat with a Substack newsletter using OpenAI's API and the Embedchain library. This app leverages GPT-4 to provide accurate answers to questions based on the content of the specified Substack newsletter.
RAG Tutorials & Pipelines
Available
chat_with_youtube_videos
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
LLM app with RAG to chat with YouTube Videos with OpenAI's gpt-4o, mem0/embedchain as memory and the youtube-transcript-api. The app uses Retrieval Augmented Generation (RAG) to provide accurate answers to questions based on the content...
LLM Apps with Memory
Available
adk_career_coach_agent_memory
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit app implements a multi-agent career coaching assistant built with Google's Agent Development Kit (ADK). A career orchestrator agent delegates each question to the right specialist sub-agent (resume, interview practice,...
LLM Apps with Memory
Available
ai_arxiv_agent_memory
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit app implements an AI-powered research assistant that helps users search for academic papers on arXiv while maintaining a memory of user interests and past interactions. It utilizes OpenAI's GPT-4o-mini model for...
LLM Apps with Memory
Available
ai_travel_agent_memory
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit app implements an AI-powered travel assistant that remembers user preferences and past interactions. It utilizes OpenAI's GPT-4o for generating responses and Mem0 with Qdrant for maintaining conversation history.
LLM Apps with Memory
Available
llm_app_personalized_memory
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit app is an AI-powered chatbot that uses OpenAI's GPT-4o model with a persistent memory feature. It allows users to have conversations with the AI while maintaining context across multiple interactions.
RAG Tutorials & Pipelines
Available
local_chatgpt_with_memory
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit application implements a fully local ChatGPT-like experience using Llama 3.1, featuring personalized memory storage for each user. All components, including the language model, embeddings, and vector store, run locally...
LLM Apps with Memory
Available
multi_llm_memory
Episodic & Long-Term Memory Architecture•Intermediate
This Streamlit application demonstrates a multi-LLM system with a shared memory layer, allowing users to interact with different language models while maintaining conversation history and context across sessions.
LLM Optimization & Evaluation
Available
Toonify Token Optimization
LLM Evaluation & Structured Output Pipeline•Intermediate
Reduce LLM API costs by 30-60% using TOON (Token-Oriented Object Notation) format for structured data serialization. This app demonstrates how to use Toonify to dramatically reduce token usage when passing structured data to Large...
MCP AI Agents
Available
Browser MCP Agent
FastMCP Tool Server & Client Protocol•Intermediate
https://github.com/user-attachments/assets/a01e09fa-131b-479a-8df3-2d1a61fd80f3 A Streamlit application that allows you to browse and interact with websites using natural language commands through the Model Context Protocol (MCP) and...
MCP AI Agents
Available
GitHub MCP Agent
FastMCP Tool Server & Client Protocol•Intermediate
A Streamlit application that allows you to explore and analyze GitHub repositories using natural language queries through the Model Context Protocol (MCP).
MCP AI Agents
Available
Multi-MCP Agent Router
FastMCP Tool Server & Client Protocol•Intermediate
A Streamlit app that demonstrates the multi-agent + MCP pattern: specialized AI agents that each connect to different MCP servers to handle domain-specific tasks.
MCP AI Agents
Available
ai_travel_planner_mcp_agent_team
FastMCP Tool Server & Client Protocol•Intermediate
A sophisticated Streamlit-based AI travel planning application that creates extremely detailed, personalized travel itineraries using multiple MCP servers and Google Maps integration. The app uses Airbnb MCP for real accommodation data...
RAG Tutorials & Pipelines
Available
Agentic RAG with GPT-5
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
An agentic RAG application built with the Agno framework, featuring GPT-5 and LanceDB for efficient knowledge retrieval and question answering.
RAG Tutorials & Pipelines
Available
Agentic RAG with Gemini Flash Thinking
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A RAG Agentic system built with the new Gemini 2.0 Flash Thinking model and gemini-exp-1206, Qdrant for vector storage, and Agno (phidata prev) for agent orchestration. This application features intelligent query rewriting, document...
RAG Tutorials & Pipelines
Available
Agentic RAG with LangGraph: AI Blog Search
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
AI Blog Search is an Agentic RAG application designed to enhance information retrieval from AI-related blog posts. This system leverages LangChain, LangGraph, and Google's Gemini model to fetch, process, and analyze blog content,...
MCP AI Agents
Available
Agentic RAG with Reasoning
FastMCP Tool Server & Client Protocol•Intermediate
You'll need the following API keys: streamlit run ragreasoningagent.py 4. Configure API Keys:.
RAG Tutorials & Pipelines
Available
AutoRAG: Autonomous RAG with GPT-4o and Vector Database
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
This Streamlit application implements an Autonomous Retrieval-Augmented Generation (RAG) system using OpenAI's GPT-4o model and PgVector database. It allows users to upload PDF documents, add them to a knowledge base, and query the AI...
RAG Tutorials & Pipelines
Available
Contextual AI RAG Agent
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A Streamlit app that integrates Contextual AI's managed RAG platform. Create a datastore, ingest documents, spin up an agent, and chat grounded on your data.
RAG Tutorials & Pipelines
Available
Corrective RAG Agent
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A sophisticated Retrieval-Augmented Generation (RAG) system that implements a corrective multi-stage workflow using LangGraph. This system combines document retrieval, relevance grading, query transformation, and web search to provide...
RAG Tutorials & Pipelines
Available
Deepseek Local RAG Reasoning Agent
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A powerful reasoning agent that combines local Deepseek models with RAG capabilities. Built using Deepseek (via Ollama), Snowflake for embeddings, Qdrant for vector storage, and Agno for agent orchestration, this application offers both...
RAG Tutorials & Pipelines
Available
Knowledge Graph RAG with Verifiable Citations
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A Streamlit application demonstrating how Knowledge Graph-based Retrieval-Augmented Generation (RAG) provides multi-hop reasoning with fully verifiable source attribution.
RAG Tutorials & Pipelines
Available
Local RAG App with Hybrid Search
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A powerful document Q&A application that leverages Hybrid Search (RAG) and local LLMs for comprehensive answers. Built with RAGLite for robust document processing and retrieval, and Streamlit for an intuitive chat interface, this system...
RAG Tutorials & Pipelines
Available
Math Tutor Agent Agentic RAG with Feedback Loop
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
An open-source agentic RAG system for mathematical problem solving and symbolic reasoning using LLMs and calculation tools.
RAG Tutorials & Pipelines
Available
PharmaQuery
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
PharmaQuery is an advanced Pharmaceutical Insight Retrieval System designed to help users gain meaningful insights from research papers and documents in the pharmaceutical domain.
RAG Tutorials & Pipelines
Available
Qwen 3 Local RAG Reasoning Agent
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
This RAG Application demonstrates how to build a powerful Retrieval-Augmented Generation (RAG) system using locally running Qwen 3 and Gemma 3 models via Ollama. It combines document processing, vector search, and web search...
RAG Tutorials & Pipelines
Available
RAG Agent with Cohere R
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A RAG Agentic system built with Cohere's new model Command-r7b-12-2024, Qdrant for vector storage, Langchain for RAG and LangGraph for orchestration. This application allows users to upload documents, ask questions about them, and get...
RAG Tutorials & Pipelines
Available
RAG Agent with Database Routing
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A Streamlit application that demonstrates an advanced implementation of RAG Agent with intelligent query routing. The system combines multiple specialized databases with smart fallback mechanisms to ensure reliable and accurate...
RAG Tutorials & Pipelines
Available
RAG App with Hybrid Search
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A powerful document Q&A application that leverages Hybrid Search (RAG) and Claude's advanced language capabilities to provide comprehensive answers. Built with RAGLite for robust document processing and retrieval, and Streamlit for an...
RAG Tutorials & Pipelines
Available
Typed Agentic RAG with Pydantic AI
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
This Streamlit app answers questions from uploaded PDFs or a documentation URL. Every response is a validated Answer object with exact source quotes, chunk IDs.
RAG Tutorials & Pipelines
Available
Vision RAG with Cohere Embed-4 ️
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
A powerful visual Retrieval-Augmented Generation (RAG) system that utilizes Cohere's modern Embed-4 model for multimodal embedding and Google's efficient Gemini 2.5 Flash model for answering questions about images and PDF pages.
RAG Tutorials & Pipelines
Available
agentic_rag_embedding_gemma
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
This Streamlit app demonstrates an agentic Retrieval-Augmented Generation (RAG) Agent using Google's EmbeddingGemma for embeddings and Llama 3.2 as the language model, all running locally via Ollama.
RAG Tutorials & Pipelines
Available
llama3.1_local_rag
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
Streamlit app that allows you to chat with any webpage using local Llama-3.1 and Retrieval Augmented Generation (RAG). This app runs entirely on your computer, making it 100% free and without the need for an internet connection.
RAG Tutorials & Pipelines
Available
rag-as-a-service
Hybrid Retrieval Augmented Generation (RAG)•Intermediate
4. Run the Streamlit app streamlit run ragapp.py.
Starter AI Agents
Available
AI Data Analysis Agent
Single-Agent ReAct Tool-Calling Loop•Beginner
An AI data analysis Agent built using the Agno Agent framework and Openai's gpt-4o model. This agent helps users analyze their data - csv, excel files through natural language queries, powered by OpenAI's language models and DuckDB for...
Starter AI Agents
Available
AI Data Visualization Agent
Single-Agent ReAct Tool-Calling Loop•Beginner
A Streamlit application that acts as your personal data visualization expert, powered by LLMs. Simply upload your dataset and ask questions in natural language - the AI agent will analyze your data, generate appropriate visualizations,...
Starter AI Agents
Available
AI Meme Generator Agent - Browser Use
Single-Agent ReAct Tool-Calling Loop•Beginner
The AI Meme Generator Agent is a powerful browser automation tool that creates memes using AI agents. This app combines multi-LLM capabilities with automated browser interactions to generate memes based on text prompts through direct...
Starter AI Agents
Available
Breakup Recovery Agent Team
Single-Agent ReAct Tool-Calling Loop•Beginner
This is an AI-powered application designed to help users emotionally recover from breakups by providing support, guidance, and emotional outlet messages from a team of specialized AI agents. The app is built using Streamlit and Agno,...
RAG Tutorials & Pipelines
Available
Life Insurance Coverage Advisor Agent
Hybrid Retrieval Augmented Generation (RAG)•Beginner
A Streamlit application that helps users estimate the amount of term life insurance they may need and surfaces currently available policy options. The app is powered by the Agno agent framework, uses OpenAI GPT-5 as the LLM, the E2B...
Starter AI Agents
Available
Medical Imaging Diagnosis Agent
Single-Agent ReAct Tool-Calling Loop•Beginner
A Medical Imaging Diagnosis Agent build on agno powered by Gemini 2.0 Flash that provides AI-assisted analysis of medical images of various scans. The agent acts as a medical imaging diagnosis expert to analyze various types of medical...
RAG Tutorials & Pipelines
Available
OpenAI Researcher Agent
Hybrid Retrieval Augmented Generation (RAG)•Beginner
A multi-agent research application built with OpenAI's Agents SDK and Streamlit. This application enables users to conduct comprehensive research on any topic by leveraging multiple specialized AI agents.
Starter AI Agents
Available
Web Scraping AI Agent
Single-Agent ReAct Tool-Calling Loop•Beginner
AI-powered web scraping using ScrapeGraphAI - extract structured data from websites using natural language prompts. This agent runs locally with the open-source scrapegraphai library.
Starter AI Agents
Available
ai_blog_to_podcast_agent
Single-Agent ReAct Tool-Calling Loop•Beginner
This is a Streamlit-based application that allows users to convert any blog post into a podcast. The app uses OpenAI's GPT-4 model for summarization, Firecrawl for scraping blog content, and ElevenLabs API for generating audio.
Starter AI Agents
Available
ai_music_generator_agent
Single-Agent ReAct Tool-Calling Loop•Beginner
This is a Streamlit-based application that allows users to generate music using the ModelsLab API and OpenAI's GPT-4 model. Users can input a prompt describing the type of music they want to generate, and the application will generate a...
Starter AI Agents
Available
ai_startup_trend_analysis_agent
Single-Agent ReAct Tool-Calling Loop•Beginner
The AI Startup Trend Analysis Agent is tool for budding entrepreneurs that generates actionable insights by identifying nascent trends, potential market gaps, and growth opportunities in specific sectors. Entrepreneurs can use these...
Starter AI Agents
Available
multimodal_ai_agent
Single-Agent ReAct Tool-Calling Loop•Beginner
A Streamlit application that combines video analysis and web search capabilities using Google's Gemini 2.5 model. This agent can analyze uploaded videos and answer questions by combining visual understanding with web-search.
Voice AI Agents
Available
Customer Support Voice Agent
Real-Time Streaming Voice Pipeline•Advanced
An OpenAI SDK powered customer support agent application that delivers voice-powered responses to questions about your knowledge base using OpenAI's GPT-4o and TTS capabilities. The system crawls through documentation websites with...
Voice AI Agents
Available
Self-Guided AI Audio Tour Agent
Real-Time Streaming Voice Pipeline•Advanced
A conversational voice agent system that generates immersive, self-guided audio tours based on the user’s location, areas of interest, and tour duration. Built on a multi-agent architecture using OpenAI Agents SDK, real-time information...
Voice AI Agents
Available
voice_rag_openaisdk
Real-Time Streaming Voice Pipeline•Advanced
This script demonstrates how to build a voice-enabled Retrieval-Augmented Generation (RAG) system using OpenAI's SDK and Streamlit. The application allows users to upload PDF documents, ask questions, and receive both text and voice...