docs: searchable encryption

README.md

@@ -583,7 +583,7 @@ CREATE TABLE users (
 > The `eql_v2_encrypted` type is a [composite type](https://www.postgresql.org/docs/current/rowtypes.html) and each ORM/client has a different way of handling inserts and selects.
 > We've documented how to handle inserts and selects for the different ORMs/clients in the [docs](./docs/reference/working-with-composite-types.md).
 
-Read more about [how to search encrypted data](./docs/how-to/searchable-encryption.md) in the docs.
+Read more about [how to search encrypted data](./docs/reference/searchable-encryption.md) in the docs.
 
 ## Identity-aware encryption
 

docs/concepts/searchable-encryption.md

@@ -1,5 +1,8 @@
 # Searchable encryption
 
+> [!NOTE]
+> If you are looking for a reference guide on how to search encrypted data with Protect.js, [click here](../reference/searchable-encryption.md).
+
 Protect.js supports searching encrypted data, which enables trusted data access so that you can:
 
 1. Prove to your customers that you can track exactly what data is being accessed in your application.

docs/reference/searchable-encryption-postgres.md

@@ -4,31 +4,330 @@ This reference guide outlines the different query patterns you can use to search
 
 ## Table of contents
 
-- [Before you start](#before-you-start)
-- [Query examples](#query-examples)
+- [Prerequisites](#prerequisites)
+- [What is EQL?](#what-is-eql)
+- [Setting up your schema](#setting-up-your-schema)
+- [Search capabilities](#search-capabilities)
+  - [Exact matching](#exact-matching)
+  - [Free text search](#free-text-search)
+  - [Sorting and range queries](#sorting-and-range-queries)
+- [Implementation examples](#implementation-examples)
+  - [Using Raw PostgreSQL Client (pg)](#using-raw-postgresql-client-pg)
+  - [Using Supabase SDK](#using-supabase-sdk)
+- [Best practices](#best-practices)
+- [Common use cases](#common-use-cases)
 
-## Before you start
+## Prerequisites
 
-You will have needed to [define your schema and initialized the protect client](../../README.md#defining-your-schema), and have [installed the EQL custom types and functions](../../README.md#searchable-encryption-in-postgresql).
+Before you can use searchable encryption with PostgreSQL, you need to:
 
-The below examples assume you have a schema defined:
+1. Install the [EQL custom types and functions](https://github.com/cipherstash/encrypt-query-language?tab=readme-ov-file#installation)
+2. Set up your Protect.js schema with the appropriate search capabilities
 
-```ts
-import { csTable, csColumn } from '@cipherstash/protect'
+> [!WARNING]
+> The formal EQL repo documentation is heavily focused on the underlying custom function implementation. 
+> It also has a bias towards the [CipherStash Proxy](https://github.com/cipherstash/proxy) product, so this guide is the best place to get started when using Protect.js.
 
-export const protectedUsers = csTable('users', {
-  email: csColumn('email').equality().freeTextSearch().orderAndRange(),
+## What is EQL?
+
+EQL (Encrypt Query Language) is a set of PostgreSQL extensions that enable searching and sorting on encrypted data. It provides:
+
+- Custom data types for storing encrypted data
+- Functions for comparing and searching encrypted values
+- Support for range queries and sorting on encrypted data
+
+When you install EQL, it adds these capabilities to your PostgreSQL database, allowing Protect.js to perform operations on encrypted data without decrypting it first.
+
+> [!IMPORTANT]
+> Any column that is encrypted with EQL must be of type `eql_v2_encrypted` which is included in the EQL extension.
+
+## Setting up your schema
+
+Define your Protect.js schema using `csTable` and `csColumn` to specify how each field should be encrypted and searched:
+
+```typescript
+import { protect, csTable, csColumn } from '@cipherstash/protect'
+
+const schema = csTable('users', {
+  email: csColumn('email_encrypted')
+    .equality()        // Enables exact matching
+    .freeTextSearch()  // Enables text search
+    .orderAndRange(),  // Enables sorting and range queries
+  phone: csColumn('phone_encrypted')
+    .equality(),       // Only exact matching
+  age: csColumn('age_encrypted')
+    .orderAndRange()   // Only sorting and range queries
+})
+```
+
+## The `createSearchTerms` function
+
+The `createSearchTerms` function is used to create search terms used in the SQL query.
+
+The function takes an array of objects, each with the following properties:
+
+| Property | Description |
+|----------|-------------|
+| `value` | The value to search for |
+| `column` | The column to search in |
+| `table` | The table to search in |
+| `returnType` | The type of return value to expect from the SQL query. Required for PostgreSQL composite types. |
+
+**Return types:**
+
+- `eql` (default) - EQL encrypted payload
+- `composite-literal` - EQL encrypted payload wrapped in a composite literal
+- `escaped-composite-literal` - EQL encrypted payload wrapped in an escaped composite literal
+
+Example:
+
+```typescript
+const term = await protectClient.createSearchTerms([{
+  value: 'user@example.com',
+  column: schema.email,
+  table: schema,
+  returnType: 'composite-literal'
+}, {
+  value: '18',
+  column: schema.age,
+  table: schema,
+  returnType: 'composite-literal'
+}])
+
+if (term.failure) {
+  // Handle the error
+}
+
+console.log(term.data) // array of search terms
+```
+
+> [!NOTE]
+> As a developer, you must track the index of the search term in the array when using the `createSearchTerms` function.
+
+## Search capabilities
+
+### Exact matching
+
+Use `.equality()` when you need to find exact matches:
+
+```typescript
+// Find user with specific email
+const term = await protectClient.createSearchTerms([{
+  value: 'user@example.com',
+  column: schema.email,
+  table: schema,
+  returnType: 'composite-literal' // Required for PostgreSQL composite types
+}])
+
+if (term.failure) {
+  // Handle the error
+}
+
+// SQL query
+const result = await client.query(
+  'SELECT * FROM users WHERE email_encrypted = $1',
+  [term.data[0]]
+)
+```
+
+### Free text search
+
+Use `.freeTextSearch()` for text-based searches:
+
+```typescript
+// Search for users with emails containing "example"
+const term = await protectClient.createSearchTerms([{
+  value: 'example',
+  column: schema.email,
+  table: schema,
+  returnType: 'composite-literal'
+}])
+
+if (term.failure) {
+  // Handle the error
+}
+
+// SQL query
+const result = await client.query(
+  'SELECT * FROM users WHERE email_encrypted LIKE $1',
+  [term.data[0]]
+)
+```
+
+### Sorting and range queries
+
+Use `.orderAndRange()` for sorting and range operations:
+
+> [!NOTE]
+> When using ORDER BY with encrypted columns, you need to use the EQL v2 functions if your PostgreSQL database doesn't support EQL Operator families. For databases that support EQL Operator families, you can use ORDER BY directly with encrypted column names.
+
+```typescript
+// Get users sorted by age
+const result = await client.query(
+  'SELECT * FROM users ORDER BY eql_v2.ore_block_u64_8_256(age_encrypted) ASC'
+)
+```
+
+## Implementation examples
+
+### Using Raw PostgreSQL Client (pg)
+
+```typescript
+import { Client } from 'pg'
+import { protect, csTable, csColumn } from '@cipherstash/protect'
+
+const schema = csTable('users', {
+  email: csColumn('email_encrypted')
+    .equality()
+    .freeTextSearch()
+    .orderAndRange()
 })
+
+const client = new Client({
+  // your connection details
+})
+
+const protectClient = await protect({
+  schemas: [schema]
+})
+
+// Insert encrypted data
+const encryptedData = await protectClient.encryptModel({
+  email: 'user@example.com'
+}, schema)
+
+if (encryptedData.failure) {
+  // Handle the error
+}
+
+await client.query(
+  'INSERT INTO users (email_encrypted) VALUES ($1::jsonb)',
+  [encryptedData.data.email_encrypted]
+)
+
+// Search encrypted data
+const searchTerm = await protectClient.createSearchTerms([{
+  value: 'example.com',
+  column: schema.email,
+  table: schema,
+  returnType: 'composite-literal'
+}])
+
+if (searchTerm.failure) {
+  // Handle the error
+}
+
+const result = await client.query(
+  'SELECT * FROM users WHERE email_encrypted LIKE $1',
+  [searchTerm.data[0]]
+)
+
+// Decrypt results
+const decryptedData = await protectClient.bulkDecryptModels(result.rows)
 ```
 
-> [!TIP]
-> To see an example using the [Drizzle ORM](https://github.com/drizzle-team/drizzle-orm) see the example [here](../../examples/drizzle/src/select.ts).
+### Using Supabase SDK
+
+For Supabase users, we provide a specific implementation guide. [Read more about using Protect.js with Supabase](./supabase-sdk.md).
+
+## Best practices
+
+1. **Schema Design**
+   - Choose the right search capabilities for each field:
+     - Use `.equality()` for exact matches (most efficient)
+     - Use `.freeTextSearch()` for text-based searches (more expensive)
+     - Use `.orderAndRange()` for numerical data and sorting (most expensive)
+   - Only enable features you need to minimize performance impact
+   - Use `eql_v2_encrypted` column type in your database schema for encrypted columns
+
+2. **Security Considerations**
+   - Never store unencrypted sensitive data
+   - Keep your CipherStash secrets secure
+   - Use parameterized queries to prevent SQL injection
+
+3. **Performance**
+   - Index your encrypted columns appropriately
+   - Monitor query performance
+   - Consider the impact of search operations on your database
+   - Use bulk operations when possible
+   - Cache frequently accessed data
+
+4. **Error Handling**
+   - Always check for failures with any Protect.js method
+   - Handle encryption errors aggressively
+   - Handle decryption errors gracefully
+
+## Common use cases
+
+### Combining multiple search conditions
+
+```typescript
+// Search for users with specific email domain and age range
+const terms = await protectClient.createSearchTerms([
+  {
+    value: 'example.com',
+    column: schema.email,
+    table: schema,
+    returnType: 'composite-literal'
+  },
+  {
+    value: '18',
+    column: schema.age,
+    table: schema,
+    returnType: 'composite-literal'
+  }
+])
+
+if (terms.failure) {
+  // Handle the error
+}
+
+const result = await client.query(
+  'SELECT * FROM users WHERE email_encrypted LIKE $1 AND eql_v2.ore_block_u64_8_256(age_encrypted) > $2',
+  [terms.data[0], terms.data[1]]
+)
+```
+
+### Performance optimization
+
+1. **Use appropriate indexes**
+   ```sql
+   CREATE INDEX idx_users_email ON users USING btree (email_encrypted);
+   CREATE INDEX idx_users_age ON users USING btree (eql_v2.ore_block_u64_8_256(age_encrypted));
+   ```
+
+2. **Cache frequently accessed data**
+   ```typescript
+   // Example using Redis
+   const cacheKey = `user:${userId}`
+   let user = await redis.get(cacheKey)
+
+   if (!user) {
+     const result = await client.query('SELECT * FROM users WHERE id = $1', [userId])
+     user = result.rows[0]
+     await redis.set(cacheKey, JSON.stringify(user), 'EX', 3600)
+   }
+   ```
 
-## Query examples
+### Common pitfalls to avoid
 
-TODO: flesh this out (sorry it's not done yet!)
+1. **Don't mix encrypted and unencrypted data when data is encrypted**
+   ```sql
+   -- ❌ Wrong
+   SELECT * FROM users WHERE email = 'user@example.com'
+
+   -- ✅ Correct
+   SELECT * FROM users WHERE email_encrypted = $1
+   ```
 
----
+2. **Don't use ORDER BY directly on encrypted columns**
+   ```sql
+   -- ❌ Wrong
+   SELECT * FROM users ORDER BY email_encrypted
+
+   -- ✅ Correct
+   SELECT * FROM users ORDER BY eql_v2.ore_block_u64_8_256(age_encrypted)
+   ```
 
 ### Didn't find what you wanted?
 

packages/protect/README.md

@@ -583,7 +583,7 @@ CREATE TABLE users (
 > The `eql_v2_encrypted` type is a [composite type](https://www.postgresql.org/docs/current/rowtypes.html) and each ORM/client has a different way of handling inserts and selects.
 > We've documented how to handle inserts and selects for the different ORMs/clients in the [docs](./docs/reference/working-with-composite-types.md).
 
-Read more about [how to search encrypted data](./docs/how-to/searchable-encryption.md) in the docs.
+Read more about [how to search encrypted data](./docs/reference/searchable-encryption.md) in the docs.
 
 ## Identity-aware encryption