I am a Program Manager for Azure Search and as curiousDog mentioned, yes along with DocumentDB, we also announced Azure Search which is a PaaS based full text search service. We actually leverage ElasticSearch at the core of this service and as chippy says about spatial search, we do have the ability to provide a pretty solid geo-spatial search capability thanks to Elastic Search and Lucene. To nemothekids's point, is it very unlikely that we will offer this as a local (non-hosted) version because we found that although ElasticSearch is awesome, one of the common complaints many admin's have is the complexity around managing systems such as ElasticSearch/SOLR/Lucene at high scale and how difficult it is to implement more advanced search capabilities such as tuning and relevancy. Those are areas we think we can add a lot of value being a fully managed service. Longer term, we think this will also allow us to bring even more value on top of search by adding in other Microsoft technologies. For example, we could tie in Bing Maps to allow you to easily tie in reverse geo-coding right into your search. Or perhaps allow you to leverage Bing's synonym list so that you could allow people to search yet find results that are synonyms to commonly searched words (i.e., user types in shoes, but in your content it is referred to as footwear). Multi-language support is actually one of the big things we want to tackle in the short term and we believe that the NLP from Office will really help jump start us with this.
Liam