AI Integration Examples

Retrieval-Augmented Generation (RAG)
  • LangChain pipeline and API integrations
  • Llama 3.3: Groq API
  • Embeddings: Hugging Face API
  • Vector and key-value store: MongoDB Atlas
Llama Vision Image Analysis + Camera
  • Llama 4 Scout: Groq Vision API
  • Camera input integration
  • Multimodal inference
LLM One-shot Text Classification
  • LLM API (Llama via Groq)
  • Text classification
  • Fast, scalable inference
Agentic AI with Tool Use
  • LangChain v1 ReAct agent
  • Tool calling with retry middleware
  • Input guardrail
  • SSE streaming responses
  • MongoDB chat session persistence
OpenAI LLM Input Moderation
  • OpenAI Moderation API
  • Real-time input filtering
  • Safe content enforcement