← Back to Projects
P-004Production RAG Chatbot
Build a production-ready RAG chatbot with vector search, reranking, and cost optimization. Deploy with real-time streaming responses.
⏱️ 9h – 12h 35m⭐ 500 XP📂 rag
Skills
Vector embeddingsSemantic searchRerankingQuery optimizationCost tracking
Tech Stack
Next.jsPineconeOpenAIVercel
Deploy To
🚀 Vercel🚀 AWS🚀 Local Docker
What You'll Learn
- ✓Implement hybrid search (keyword + semantic)
- ✓Add metadata filtering and query rewriting
- ✓Optimize costs from $10k/mo to $2k/mo
- ✓Deploy with monitoring and analytics