HCX (Hyper Clova X) & GPT & Anthropic Claude & Gemini Pro Vision Generative AI Application
[Generative AI app]
- Scenario: auto review generation, Cloud based Assistant
- Secure Gateway: Nginx based Security Headers add & LLM based Prompt Injection module
- LLM: HCX, GPT, Anthropic Claude, sLLM (Llama 3.1 8B Instruct), Gemini Pro Vision
- Process: RAG, Multimodal RAG
- Advanced RAG: Rerank
- Embedding: OpenAI, Amazon Titan, NCP, HuggingFace (nomic embed text)
- Vector DB: Chroma, FAISS, PGVector, Milvus
- Backend: LangChain
- Frontend: Nginx based Streamlit
- Production & Deployment: LangSmith, RDB (SQLite3)
- TO DO 1: Production Level Vector DB merge
- TO DO 2: LangSmith customizing - token count & price (OpenAI to HCX)