awesome-ai-apps

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

21 articles 11.7k View on GitHub ↗
21 articles
Creating Multi-Agent Research Crews with Specialized Roles: CrewAI and Agno Patterns Explained

Build powerful multi-agent research crews with CrewAI and Agno. Leverage specialized agents for search, analysis, and writing to generate comprehensive, hallucination-resistant reports.

tutorial
May 6, 2026
Building Healthcare Voice Agents for Appointment Booking: A Complete Pipecat Implementation

Build a healthcare voice agent for appointment booking using Pipecat, Cartesia, and Nebius LLM. Discover how to handle audio streaming, slot checking, and intelligent escalations for a production ready solution.

how-to-guide
May 6, 2026
Using Browser Automation with AI Agent Frameworks: A Complete Implementation Guide

Learn browser automation with AI agent frameworks. Implement complex web browsing tasks using natural language instructions and the browser-use framework with LLMs.

how-to-guide
May 6, 2026
Building AI Agents that Query Databases Using Natural Language: A Modular Guide

Learn to build AI agents that query databases using natural language with LangChain and Qwen-4.5-Air. Explore the Arindam200/awesome-ai-apps repository for a modular guide.

how-to-guide
May 6, 2026
Creating Model Routing with RouteLLM for Cost Optimization in Agents

Optimize agent costs with RouteLLM. Automatically route queries between GPT-4o-mini and Nebius Llama-3.1 based on complexity, saving money without sacrificing quality.

how-to-guide
May 6, 2026
Implementing Web Search Tools for AI Agents: LiveKit, Pydantic‑AI, and Firecrawl Examples

Learn to implement web search tools for AI agents using LiveKit, Pydantic-AI, and Firecrawl. This guide covers async function decoration and agent construction for live search capabilities.

how-to-guide
May 6, 2026
Building Memory-Enabled AI Agents Using Memori: Implementation Guide with awesome-ai-apps

Build memory enabled AI agents with Memori v3. Ingest data, query stored memories with LLMs, and ground responses in historical context. Implement today.

how-to-guide
May 6, 2026
Using OpenAI Structured Output with Pydantic Models for Agents: A Complete Guide

Learn to use OpenAI structured output with Pydantic models for agents. Enforce type safe LLM responses with this complete guide. Effortlessly validate and access typed Python objects.

how-to-guide
May 6, 2026
How to Create Streamlit UIs for AI Agents: A Production Pattern from Real-World Code

Create production ready Streamlit UIs for AI agents using a six layer architecture. Learn from real world code and dozens of reference implementations.

how-to-guide
May 6, 2026
Implementing Multi-Agent Orchestration with Workflow Patterns: Strands and Temporal Examples

Learn to implement multi-agent orchestration using workflow patterns like Strands. Decompose complex AI tasks into deterministic pipelines with this guide.

how-to-guide
May 6, 2026
Building GitHub MCP Agents for Repository Analysis: A Complete Guide

Build GitHub MCP agents for repository analysis using Agno with MCPTools and a Nebius LLM. Query issues, pull requests, and metadata using natural language in this complete guide.

how-to-guide
May 6, 2026
Using Qdrant and LanceDB with Agent Knowledge Bases: Implementation Guide for Agno Agents

Learn how to integrate Qdrant and LanceDB with agent knowledge bases. This guide covers document chunking, OpenAI embeddings, and vector similarity search for Agno agents.

how-to-guide
May 6, 2026

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