Enterprise Agentic RAG
2026Production-grade multi-agent retrieval platform with planner, retriever, and responder agents for distributed multi-step reasoning and conversation memory.
- LangGraph
- LangChain
- FastAPI
- OpenAI
- Portkey
- Qdrant
- Jina AI
- NeMo Guardrails
- Built distributed vector indexing and query pipeline using Qdrant and Jina Embeddings.
- Used NeMo Guardrails for prompt injection and jailbreak protection.
- Integrated Portkey AI Gateway for fault-tolerant LLM fallback routing.
- Built FastAPI services with Redis rate-limiting.
- Added observability through LangSmith and Logfire.
Architecture
Routing
Security
Engineering highlights
- Multi-agent architecture
- Planner Agent
- Retriever Agent
- Responder Agent
- Distributed vector indexing
- Retrieval pipeline
- Conversation memory
- Prompt-injection protection
- Jailbreak protection
- LLM fallback routing
- Rate limiting
- Observability