RAG PIPELINES // VECTOR EMBEDDINGS // CLAUDE & OPENAI
TIMELINE: 2–5 weeksFROM $3,800GenAI & Autonomous Agent Systems
Deterministic, production-ready AI architectures. We don't build toys—we engineer hybrid-search RAG pipelines, tool-calling agents, and custom fine-tuned workflows.
Core Deliverables
✓Hybrid dense + sparse RAG retrieval pipelines
✓Autonomous tool-calling agents & state machines
✓Custom vector embeddings in pgvector and Pinecone
✓Deterministic prompt engineering & evaluation suites
✓Streaming Route Handlers with IP rate limiting
Architectural Guarantees
▸BM25 + cosine similarity hybrid re-ranking with Cohere Rerank models
▸Deterministic guardrails eliminating prompt injection and hallucinations
▸Real-time token streaming with sub-40ms chunk intervals