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1 | 1 | Javascript and Python apps and demos showcasing how to use MongoDB in GenAI applications.
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2 | 2 |
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3 |
| -| Application | Stack | Description | |
4 |
| -|------------|-------|-------------| |
5 |
| -| Graph RAG Demo | MongoDB Atlas, Python, Node.js, OpenAI | Graph-based RAG implementation demonstrating MongoDB's graph capabilities with hybrid Python/Node.js approach | |
6 |
| -| Local RAG PDF | MongoDB Atlas, Python | Local RAG implementation for PDF processing and querying | |
7 |
| -| Lyric Semantic Search | MongoDB Atlas, Spring AI, Java | Semantic search service for song lyrics with metadata filtering using Spring AI framework | |
8 |
| -| MongoMP | MongoDB Atlas, Next.js 14, Node.js | Music streaming platform with AI-powered recommendations using vector search and real-time tracking | |
9 |
| -| RT Voice TS Store Agent | MongoDB Atlas, Next.js, WebRTC, OpenAI | Voice-controlled e-commerce platform with real-time voice processing and hybrid search | |
10 |
| -| SpringAI Terraform RAG | MongoDB Atlas, Spring Boot, Terraform, OpenAI | RAG application with automated infrastructure setup using Terraform and Spring Boot | |
11 |
| -| Voice OpenAI Rentals Agent | MongoDB Atlas, Python, Flask, OpenAI | Voice interaction agent for real estate listings using vector search and real-time voice processing | |
| 3 | +| Application | Stack | Description | Directory | |
| 4 | +|------------|-------|-------------|-----------| |
| 5 | +| Graph RAG Demo | MongoDB Atlas, Python, Node.js, OpenAI | Graph-based RAG implementation demonstrating MongoDB's graph capabilities with hybrid Python/Node.js approach | [](graph_rag_demo) | |
| 6 | +| Local RAG PDF | MongoDB Atlas, Python | Local RAG implementation for PDF processing and querying | [](local-rag-pdf) | |
| 7 | +| Lyric Semantic Search | MongoDB Atlas, Spring AI, Java | Semantic search service for song lyrics with metadata filtering using Spring AI framework | [](lyric-semantic-search) | |
| 8 | +| MongoMP | MongoDB Atlas, Next.js 14, Node.js | Music streaming platform with AI-powered recommendations using vector search and real-time tracking | [](mongo-mp) | |
| 9 | +| RT Voice TS Store Agent | MongoDB Atlas, Next.js, WebRTC, OpenAI | Voice-controlled e-commerce platform with real-time voice processing and hybrid search | [](RT-voice-ts-store-agent) | |
| 10 | +| SpringAI Terraform RAG | MongoDB Atlas, Spring Boot, Terraform, OpenAI | RAG application with automated infrastructure setup using Terraform and Spring Boot | [](springai-terraform-rag) | |
| 11 | +| Voice OpenAI Rentals Agent | MongoDB Atlas, Python, Flask, OpenAI | Voice interaction agent for real estate listings using vector search and real-time voice processing | [](voice-openai-mongo-rentals-agent) | |
12 | 12 |
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13 | 13 | ## Prerequisites
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14 | 14 | - MongoDB Atlas account with cluster (6.0+ or 7.0+)
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