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Description
Hi @Shubhamsaboo! 👋
Amazing collection - I've been following this repo and it's become my go-to reference for LLM patterns.
Suggestion
I noticed the RAG section focuses primarily on implementation patterns, but there's a gap around:
- Production cost optimization
- Compliance requirements (HIPAA, GLBA, etc.)
- Edge-native architectures
I've built several production RAG systems addressing these gaps and would love to contribute them to this collection.
What I Can Add
1. Cost-Optimized Production RAG
- Full implementation: Cloudflare Workers AI + Vectorize
- Real cost breakdown: $5-8/month for production workload
- Comparison: vs traditional stack ($200-500/month)
- Production metrics: 500K+ API calls/day, 99.9% uptime
- Article: I Built a Production RAG System for $5/month
- Stats: 1,500+ readers, featured by DEV founder
2. HIPAA-Compliant RAG Architecture
- Edge-native design (zero third-party data exposure)
- Compliance breakdown: What makes it HIPAA-ready
- Real-world context: Why most ChatGPT + n8n tutorials create violations
- Alternative architecture: Self-hosted vs OpenAI BAA approach
- Article: I Found 50+ Companies Accidentally Breaking HIPAA with ChatGPT
- Published: Today
3. MCP Server with Semantic Search
- Production-ready MCP implementation
- Cloudflare Workers + Vectorize integration
- GitHub: 7 forks, actively used in production
- Full observability & analytics patterns
Proposed Structure
I'm thinking either:
Option A: New sections under RAG
📀 RAG (Retrieval Augmented Generation)
...existing content...
💰 Cost-Optimized RAG
🏥 Compliance-Ready RAG
🌍 Edge-Native RAG
Option B: Separate category
💼 Production RAG Patterns
💰 Cost Optimization
🏥 HIPAA Compliance
⚡ Edge Computing
What I'll Provide
- ✅ Clean, documented code
- ✅ README with setup instructions
- ✅ Cost breakdowns (actual production numbers)
- ✅ Architecture diagrams
- ✅ Compliance checklists
- ✅ Links to detailed articles
Why This Matters
From what I've seen:
- Most devs follow tutorials without understanding cost implications
- Compliance is an afterthought (leading to expensive violations)
- Edge-native patterns are underrepresented vs traditional cloud
These examples would fill those gaps with battle-tested, production code.
Timeline
I can have a PR ready within:
- Quick version (code + basic docs): 2-3 days
- Comprehensive version (full docs + diagrams): 1 week
Let me know if this aligns with your vision for the repo! Happy to adjust the approach based on your preferences.
Background: I'm a Cloudflare Workers AI specialist building production systems from Nigeria. Been shipping RAG systems since November, recently crossed 1.5K readers on technical articles.
Looking forward to contributing! 🚀