Unstructured-IO · Paul-Cornell · Dec 19, 2024 · Dec 12, 2024 · Dec 19, 2024 · Dec 19, 2024
diff --git a/mint.json b/mint.json
@@ -472,7 +472,6 @@
                 "platform/sources/overview",
                 "platform/sources/azure-blob-storage",
                 "platform/sources/confluence",
-                "platform/sources/couchbase",
                 "platform/sources/databricks-volumes",
                 "platform/sources/dropbox",
                 "platform/sources/elasticsearch",
@@ -501,6 +500,7 @@
               "platform/destinations/mongodb",
               "platform/destinations/onedrive",
               "platform/destinations/pinecone",
+              "platform/destinations/postgresql",
               "platform/destinations/qdrant",
               "platform/destinations/s3",
               "platform/destinations/weaviate"
@@ -518,7 +518,6 @@
                   "platform/api/sources/overview",
                   "platform/api/sources/azure-blob-storage",
                   "platform/api/sources/confluence",
-                  "platform/api/sources/couchbase",
                   "platform/api/sources/databricks-volumes",
                   "platform/api/sources/dropbox",
                   "platform/api/sources/elasticsearch",

diff --git a/platform/api/sources/overview.mdx b/platform/api/sources/overview.mdx
@@ -14,7 +14,6 @@ To create a source connector, you must also provide a request body that contains
 For the list of specific settings, see:
 
 - [Azure](/platform/api/sources/azure-blob-storage) (`source_type=azure`)
-- [Couchbase](/platform/api/sources/couchbase) (`source_type=couchbase`)
 - [Confluence](/platform/api/sources/confluence) (`source_type=confluence`)
 - [Databricks Volumes](/platform/api/sources/databricks-volumes) (`source_type=databricks_volumes`)
 - [Dropbox](/platform/api/sources/dropbox) (`source_type=dropbox`)

diff --git a/platform/api/sources/postgresql.mdx b/platform/api/sources/postgresql.mdx
@@ -0,0 +1,30 @@
+---
+title: PostgreSQL
+---
+
+Ingest your files into Unstructured from PostgreSQL.
+
+The requirements are as follows.
+
+import PostgreSQLPrerequisites from '/snippets/general-shared-text/postgresql.mdx';
+
+<PostgreSQLPrerequisites />
+
+To create or change an PostgreSQL source connector, see the following examples.
+
+import PostgreSQLAPIRESTCreate from '/snippets/source_connectors/postgresql_rest_create.mdx';
+import PostgreSQLAPIRESTChange from '/snippets/source_connectors/postgresql_rest_change.mdx';
+
+<CodeGroup>
+    <PostgreSQLAPIRESTCreate />
+    <PostgreSQLAPIRESTChange />
+</CodeGroup>
+
+Replace the preceding placeholders as follows:
+
+import PostgreSQLAPIPlaceholders from '/snippets/general-shared-text/postgresql-api-placeholders.mdx';
+
+<PostgreSQLAPIPlaceholders />
+
+To change a connector, replace `<connector-id>` with the source connector's unique ID. 
+To get this ID, see [List source connectors](/platform/api/overview#list-source-connectors).
diff --git a/platform/connectors.mdx b/platform/connectors.mdx
@@ -13,7 +13,6 @@ The Unstructured Platform supports connecting to the following source and destin
 
 - [Azure](/platform/sources/azure-blob-storage)
 - [Confluence](/platform/sources/confluence)
-- [Couchbase](/platform/sources/couchbase)
 - [Databricks Volumes](/platform/sources/databricks-volumes)
 - [Dropbox](/platform/sources/dropbox)
 - [Elasticsearch](/platform/sources/elasticsearch)
@@ -44,6 +43,7 @@ If your source is not listed here, you might still be able to connect Unstructur
 - [MongoDB](/platform/destinations/mongodb)
 - [OneDrive](/platform/destinations/onedrive)
 - [Pinecone](/platform/destinations/pinecone)
+- [PostgreSQL](/platform/destinations/postgresql)
 - [Qdrant](/platform/destinations/qdrant)
 - [S3](/platform/destinations/s3)
 - [Weaviate](/platform/destinations/weaviate)

diff --git a/platform/destinations/overview.mdx b/platform/destinations/overview.mdx
@@ -28,6 +28,7 @@ To create a destination connector:
    - [MongoDB](/platform/destinations/mongodb)
    - [OneDrive](/platform/destinations/onedrive)
    - [Pinecone](/platform/destinations/pinecone)
+   - [PostgreSQL](/platform/destinations/postgresql)
    - [Qdrant](/platform/destinations/qdrant)
    - [S3](/platform/destinations/s3)
    - [Weaviate](/platform/destinations/weaviate)

diff --git a/platform/destinations/postgresql.mdx b/platform/destinations/postgresql.mdx
@@ -1,46 +1,26 @@
 ---
 title: PostgreSQL 
-description: This page contains the information to store processed data to a PostgreSQL database.
 ---
 
-## Prerequisites
-
-*   PostgreSQL Server Hostname
-
-*   Database Name and Port Number
-
-*   Username and Password for Database Access
-
-
-For more information, please refer to [PostgreSQL documentation](https://www.postgresql.org/docs/).
-
-<Warning>
-
-Ensure that the index schema is compatible with the data you intend to write. If you need guidance on structuring your schema, consult the [Sample Index Schema](/open-source/ingest/destination-connectors/sql#sample-index-schema) for reference.
-</Warning>
-
-## Step-by-Step Guide
-
-![Destination Connector PostgreSQL](/img/platform/Destination-PostgreSQL.png)
-
-1.  **Access the Create Destination Page**. Navigate to the “Destinations” section within the platform’s side navigation menu and click on “New Destination” to initiate the setup of a new destination for your processed data.
-
-2.  **Select Destination Type**. Select **PostgreSQL** destination connector from the `Type` dropdown menu.
-
-3.  **Configure Destination Details**
-
-<Note>
-*   `Name` (_required_): Assign a descriptive name to the new destination connector.
-
-*   `Host` (_required_): Enter the hostname or IP address of the PostgreSQL server.
-
-*   `Database` (_required_): Provide the name of the PostgreSQL database.
-
-*   `Port`: Specify the port number for the PostgreSQL server (default is 5432).
-
-*   `Username`: Input the username for the PostgreSQL database access.
-
-*   `Password`: Enter the password associated with the username.
-</Note> 
-
-4.  **Submit**. Review all the details entered to ensure accuracy. Click ‘Submit’ to finalize the creation of the Destination Connector. The newly completed PostgreSQL connector will be listed on the Destinations dashboard.
+Send processed data from Unstructured to PostgreSQL.
+
+The requirements are as follows.
+
+import PostgreSQLPrerequisites from '/snippets/general-shared-text/postgresql.mdx';
+
+<PostgreSQLPrerequisites />
+
+To create the destination connector:
+
+1. On the sidebar, click **Connectors**.
+2. Click **Destinations**.
+3. Cick **New** or **Create Connector**.
+4. Give the connector some unique **Name**.
+5. In the **Provider** area, click **PostgreSQL**.
+6. Click **Continue**. 
+7. Follow the on-screen instructions to fill in the fields as described later on this page.
+8. Click **Save and Test**.
+
+import PostgreSQLFields from '/snippets/general-shared-text/postgresql-platform.mdx';
+
+<PostgreSQLFields />
diff --git a/platform/sources/overview.mdx b/platform/sources/overview.mdx
@@ -20,7 +20,6 @@ To create a source connector:
 
    - [Azure](/platform/sources/azure-blob-storage)
    - [Confluence](/platform/sources/confluence)
-   - [Couchbase](/platform/sources/couchbase)
    - [Databricks Volumes](/platform/sources/databricks-volumes)
    - [Dropbox](/platform/sources/dropbox)
    - [Elasticsearch](/platform/sources/elasticsearch)

diff --git a/platform/sources/postgresql.mdx b/platform/sources/postgresql.mdx
@@ -0,0 +1,26 @@
+---
+title: PostgreSQL
+---
+
+Ingest your files into Unstructured from PostgreSQL.
+
+The requirements are as follows.
+
+import PostgreSQLPrerequisites from '/snippets/general-shared-text/postgresql.mdx';
+
+<PostgreSQLPrerequisites />
+
+To create the source connector:
+
+1. On the sidebar, click **Connectors**.
+2. Click **Sources**.
+3. Cick **New** or **Create Connector**.
+4. Give the connector some unique **Name**.
+5. In the **Provider** area, click **PostgreSQL**.
+6. Click **Continue**. 
+7. Follow the on-screen instructions to fill in the fields as described later on this page.
+8. Click **Save and Test**.
+
+import PostgreSQLFields from '/snippets/general-shared-text/postgresql-platform.mdx';
+
+<PostgreSQLFields />
diff --git a/snippets/destination_connectors/postgresql_rest_change.mdx b/snippets/destination_connectors/postgresql_rest_change.mdx
@@ -13,7 +13,7 @@ curl --request 'PUT' --location \
         "username": "<username>",
         "password": "<password>",
         "table_name": "<table-name>",
-        "batch_size": "<batch-size>"
+        "batch_size": <batch-size>
     }
 }'
 ```
diff --git a/snippets/destination_connectors/postgresql_rest_create.mdx b/snippets/destination_connectors/postgresql_rest_create.mdx
@@ -15,7 +15,7 @@ curl --request 'POST' --location \
         "username": "<username>",
         "password": "<password>",
         "table_name": "<table-name>",
-        "batch_size": "<batch-size>"
+        "batch_size": <batch-size>
     }
 }'
 ```
diff --git a/snippets/general-shared-text/postgresql-api-placeholders.mdx b/snippets/general-shared-text/postgresql-api-placeholders.mdx
@@ -5,4 +5,6 @@
 - `<username>` (required) - The username.
 - `<password>` (required) - The user's password.
 - `<table-name>` (required) - The name of the table in the database.
-- `<batch-size>` - The maximum number of rows to transmit at a time. The default is `100` if not otherwise specified. 
+- `<batch-size>` - The maximum number of rows to transmit at a time. The default is `100` if not otherwise specified. 
+- `<id-column>` (required, source connector only) - The name of the ID column in the table.
+- For `fields` (source connector only), set one or more `<field>` values, with each value representing the name of a column to process (including the specified `<id-column>` column). The default is all columns if not otherwise specified. 
diff --git a/snippets/general-shared-text/postgresql-platform.mdx b/snippets/general-shared-text/postgresql-platform.mdx
@@ -0,0 +1,12 @@
+Fill in the following fields:
+
+- **Name** (_required_): A unique name for this connector.
+- **Host** (_required_): The host name of the target PostgreSQL instance.
+- **DB Name** (_required_): The name of the target database on the instance.
+- **Port** (_required_): The port number on the instance.
+- **Username** (_required_): The name of the target user with the appropriate access to the instance.
+- **Password** (_required_): The password for the user.
+- **Table Name** (_required_): The name of the target table in the database.
+- **Batch Size**: The maximum number of rows to transmit at a time. The default is `100` if not otherwise specified.
+- **ID Column** (_required_, source connector only): The name of the ID column in the table.
+- **Columns** (_required_, source connector only): A comma separated list of column names to process (including the specified **ID Column** column). The default is all columns if not otherwise specified. 
diff --git a/snippets/general-shared-text/postgresql.mdx b/snippets/general-shared-text/postgresql.mdx
@@ -1,4 +1,7 @@
-The following video shows for example how to get these settings by using [Amazon RDS for PostgreSQL](https://aws.amazon.com/rds/postgresql/):
+- For the [Unstructured Platform](/platform/overview), local PostgreSQL installations are not supported.
+- For [Unstructured Ingest](/ingestion/overview), local and non-local PostgreSQL installations are supported.
+
+The following video shows how to set up [Amazon RDS for PostgreSQL](https://aws.amazon.com/rds/postgresql/):
 
 <iframe
 width="560"
@@ -10,19 +13,48 @@ allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; pic
 allowfullscreen
 ></iframe>
 
+The following video shows how to set up [Azure Database for PostgreSQL](https://azure.microsoft.com/products/postgresql):
+
+<iframe
+width="560"
+height="315"
+src="https://www.youtube.com/embed/AsL7MI8b0m4"
+title="YouTube video player"
+frameborder="0"
+allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+allowfullscreen
+></iframe>
+
 import AllowIPAddressRanges from '/snippets/general-shared-text/ip-address-ranges.mdx';
 
-- A PostgreSQL instance. [Install PostgreSQL](https://www.postgresql.org/docs/current/tutorial-install.html). 
-- The host name and port number for the instance. These values are in the `postgresql.conf` file's `listen_addresses` and `port` settings. This file should be on the same machine as the instance. These values might also already be set as environment variables named `PGHOST` and `PGPORT` on the same machine as the instance. 
+- A PostgreSQL instance. 
+
+  - [Create an Amazon RDS for PostgreSQL instance](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_GettingStarted.CreatingConnecting.PostgreSQL.html).
+  - [Create an Azure Database for PostgreSQL server](https://learn.microsoft.com/en-us/azure/postgresql/flexible-server/how-to-deploy-on-azure-free-account).
+  - [Install PostgreSQL locally](https://www.postgresql.org/docs/current/tutorial-install.html). 
+
+- The host name and port number for the instance. 
+
+  - For Amazon RDS for PostgreSQL, learn how to [get the host name and port number](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ConnectToPostgreSQLInstance.html#postgresql-endpoint).
+  - For Azure Database for PostgreSQL, learn how to [get the host](https://learn.microsoft.com/azure/postgresql/flexible-server/quickstart-create-server-portal#connect-to-the-azure-database-for-postgresql-flexible-server-database-using-psql). The port number is `5432`.
+  - For local PostgreSQL installations, these values are in the `postgresql.conf` file's `listen_addresses` and `port` settings. This file should be on the same machine as the instance. These values might also already be set as environment variables named `PGHOST` and `PGPORT` on the same machine as the instance. 
+  - For other installation types, see your PostgreSQL provider's documentation.
+
 - Depending on your network security requirements, you might need to allow access to your instance only from specific IP addresses.
 
   <AllowIPAddressRanges />
 
   To learn how to allow these IP address ranges, see your PostgreSQL provider's documentation, for example with 
-  [Amazon RDS for PostgreSQL](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Overview.RDSSecurityGroups.html).
+  [Amazon RDS for PostgreSQL](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Overview.RDSSecurityGroups.html) or 
+  [Azure Database for PostgreSQL](https://learn.microsoft.com/azure/postgresql/flexible-server/how-to-manage-firewall-portal#create-a-firewall-rule-after-server-is-created).
 
-- A database in the instance. [Create a database](https://www.postgresql.org/docs/current/tutorial-createdb.html).
-- A table in the database. [Create a table](https://www.postgresql.org/docs/current/tutorial-table.html).
+- A database in the instance. 
+
+  - For Amazon RDS for PostgreSQL and Azure Database for PostgreSQL, the default database name is `postgres` unless a custom database name was specified during the instance creation process.
+  - For local PostgreSQL installations, learn how to [create a database](https://www.postgresql.org/docs/current/tutorial-createdb.html).
+  - For other installation types, see your PostgreSQL provider's documentation.
+
+- A table in the database. Learn how to [create a table](https://www.postgresql.org/docs/current/tutorial-table.html).
 
   The table's schema must match the schema of the documents that Unstructured produces. 
   Unstructured cannot provide a schema that is guaranteed to work in all 
@@ -37,6 +69,7 @@ import AllowIPAddressRanges from '/snippets/general-shared-text/ip-address-range
         id UUID PRIMARY KEY,
         record_id VARCHAR,
         element_id VARCHAR,
+        record_id TEXT,
         text TEXT,
         embeddings DECIMAL [],
         parent_id VARCHAR,
@@ -53,8 +86,9 @@ import AllowIPAddressRanges from '/snippets/general-shared-text/ip-address-range
         id UUID PRIMARY KEY,
         record_id VARCHAR,
         element_id VARCHAR,
+        record_id TEXT,
         text TEXT,
-        embeddings vector(384),
+        embeddings vector(3072),
         parent_id VARCHAR,
         page_number INTEGER,
         is_continuation BOOLEAN,
@@ -69,6 +103,16 @@ import AllowIPAddressRanges from '/snippets/general-shared-text/ip-address-range
   - [CREATE TABLE](https://github.com/pgvector/pgvector) for PostrgreSQL with pgvector
   - [Unstructured document elements and metadata](/api-reference/api-services/document-elements)
 
-- A user in the database, and a password for the user. [Create a user](https://www.postgresql.org/docs/current/sql-createuser.html).
-- Database access for the user. [Give database access to a user](https://www.postgresql.org/docs/current/sql-grant.html).
+- A user in the database, and a password for the user. 
+
+  - For Amazon RDS for PostgreSQL, learn how to [create a user](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Appendix.PostgreSQL.CommonDBATasks.Roles.html).
+  - For Azure Database for PostgreSQL, learn how to [create a user](https://learn.microsoft.com/azure/postgresql/flexible-server/how-to-create-users).
+  - For local PostgreSQL installations, learn how to [create a user](https://www.postgresql.org/docs/current/sql-createuser.html).
+  - For other installation types, see your PostgreSQL provider's documentation.
+
+- Database access for the user.
 
+  - For Amazon RDS for PostgreSQL, learn how to [control user access](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Appendix.PostgreSQL.CommonDBATasks.Access.html).
+  - For Azure Database for PostgreSQL, learn how to [control user access](https://www.postgresql.org/docs/current/sql-createuser.html).
+  - For local PostgreSQL installations, learn how to [give database access to a user](https://www.postgresql.org/docs/current/sql-grant.html).
+  - For other installation types, see your PostgreSQL provider's documentation.
diff --git a/snippets/source_connectors/postgresql_rest_change.mdx b/snippets/source_connectors/postgresql_rest_change.mdx
@@ -0,0 +1,24 @@
+```bash REST (Change)
+curl --request 'PUT' --location \
+"$UNSTRUCTURED_API_URL/destinations" \
+--header 'accept: application/json' \
+--header "unstructured-api-key: $UNSTRUCTURED_API_KEY" \
+--header 'content-type: application/json' \
+--data \
+'{
+    "config": {
+        "host": "<host>",
+        "database": "<database>",
+        "port": "<port>",
+        "username": "<username>",
+        "password": "<password>",
+        "table_name": "<table-name>",
+        "batch_size": <batch-size>,
+        "id_column": "<id-column>",
+        "fields": [
+            "<field>",
+            "<field>"
+        ]
+    }
+}'
+```
diff --git a/snippets/source_connectors/postgresql_rest_create.mdx b/snippets/source_connectors/postgresql_rest_create.mdx
@@ -0,0 +1,26 @@
+```bash REST (Create)
+curl --request 'POST' --location \
+"$UNSTRUCTURED_API_URL/destinations" \
+--header 'accept: application/json' \
+--header "unstructured-api-key: $UNSTRUCTURED_API_KEY" \
+--header 'content-type: application/json' \
+--data \
+'{
+    "name": "<name>",
+    "type": "postgres",
+    "config": {
+        "host": "<host>",
+        "database": "<database>",
+        "port": "<port>",
+        "username": "<username>",
+        "password": "<password>",
+        "table_name": "<table-name>",
+        "batch_size": <batch-size>,
+        "id_column": "<id-column>",
+        "fields": [
+            "<field>",
+            "<field>"
+        ]
+    }
+}'
+```