update search api

search/architecture.md

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+Indexing and full text search
+
+# Search Service
+
+Store and search JSON records. The Search API provides full indexing and text search.
+
+Powered by [OpenSearch](https://opensearch.org/).
+
+Search for a given word or phrase in a particular field of a record. Combine multiple with either `AND` or `OR` boolean operators to create complex queries.
+
+## Usage
+
+Records are indexed  using the `/search/index` endpoint. Record fields are automatically indexed with no need to define which fields to index ahead of time. Records are logically grouped in to `indexes` so you may have an index for customers and one for products. Once records are inserted you are ready to search, simple as that.
+
+## Search query language
+
+The search API supports a simple query language to let you get to your data quickly without having to learn a complicated language. 
+
+The most basic query looks like this
+
+```sql
+key == 'value'
+```
+
+where you specify a key and a value to find. For example you might want to look for every customer with first name of John
+
+```sql
+first_name == 'John'
+```
+
+String values support single or double quotes. 
+
+Values can also be numbers 
+
+```sql
+age == 37
+```
+
+or booleans
+
+```sql
+verified == true
+```
+
+You can search on fields that are nested in the record using dot (`.`) as a separator 
+
+```sql
+address.city == 'London'
+```
+
+The API also supports wildcard `*` matching to enable scenarios like autocomplete.
+
+```sql
+first_name == 'Joh*'
+```
+
+In addition to equality `==` the API support greater than or equals `>=` and less than or equals `<=` operators
+
+```sql
+age >= 37
+age <= 37
+```
+
+Simple queries can be combined with logical `and` 
+
+```sql
+first_name == "John" AND age <= 37
+```
+
+or logical `or`
+```sql
+first_name == "John" OR first_name == "Jane"
+```
+
+If combining `and` and `or` operations you will need to use parentheses to explicitly define precedence
+
+```sql
+(first_name == "John" OR first_name == "Jane") AND age <= 37 
+```