feat: new sparse embedding support and abstractions

docs/examples/pinecone-hybrid.ipynb

semantic_router/encoders/aurelio.py

semantic_router/index/pinecone.py

semantic_router/routers/base.py

semantic_router/routers/hybrid.py

semantic_router/routers/semantic.py

semantic_router/schema.py