### Installation Guide

Source: https://docs.pinecone.io/models/llama-text-embed-v2

Instructions for installing the Pinecone client library for Python and Node.js.

```APIDOC
## Installation

### Python
```shell
pip install --upgrade pinecone
```

### JavaScript
```shell
npm install --upgrade pinecone
```
```

--------------------------------

### Python SDK Installation and Usage

Source: https://docs.pinecone.io/models/pinecone-rerank-v0

Instructions for installing the Pinecone Python SDK and a code example for initializing the client and performing a rerank operation.

```APIDOC
## Python SDK Installation and Usage

### Installation
Install the Pinecone client library using pip:

```bash
pip install -U pinecone-client
```

### Initialization and Rerank Example

This example demonstrates how to initialize the Pinecone client and use the rerank functionality.

```python
from pinecone import Pinecone

pc = Pinecone(api_key="YOUR_API_KEY")

query = "Tell me about Apple's products"

results = pc.inference.rerank(
    model="pinecone-rerank-v0",
    query=query,
    # Add your documents here, for example:
    # documents=[
    #     {"id": "doc1", "text": "Apple announced the new iPhone 15..."},
    #     {"id": "doc2", "text": "The latest MacBook Pro features..."},
    #     {"id": "doc3", "text": "Google released its new Pixel phone..."}
    # ]
)

print(results)
```

### Parameters for `pc.inference.rerank`:

- **model** (str): The name of the rerank model to use (e.g., \"pinecone-rerank-v0\").
- **query** (str): The query used to generate the initial search results.
- **documents** (list of dicts, optional): A list of documents to rerank. Each document should have an \"id\" and \"text\". If not provided, the rerank operation might expect results from a prior search.
- **top_k** (int, optional): The number of top results to return.
- **sparse_values** (dict, optional): Sparse vector values for the query.
- **dense_values** (list of float, optional): Dense vector values for the query.

### Response Structure:

The `results` object will contain a list of reranked documents, typically including their IDs and new scores indicating their relevance to the query.
```

--------------------------------

### Environment Setup and Basic Usage

Source: https://docs.pinecone.io/guides/manage-data/restore-an-index

This section demonstrates how to set up necessary environment variables and provides a basic example of interacting with the API.

```APIDOC
## Environment Variables and Basic API Interaction

### Description
This example shows how to set up your Pinecone API key and a backup ID as environment variables, followed by a basic API call.

### Method
GET (Illustrative - actual method may vary based on specific API endpoint)

### Endpoint
`/api/v1/llms/full-text` (Illustrative)

### Parameters
#### Environment Variables
- **PINECONE_API_KEY** (string) - Required - Your Pinecone API key.
- **BACKUP_ID** (string) - Required - An identifier for backup purposes.

### Request Example
```shell
PINECONE_API_KEY="YOUR_API_KEY"
BACKUP_ID="your_backup_id"
```

### Response
#### Success Response (200)
- **message** (string) - A success message from the API.
- **data** (object) - The result of the LLM interaction.

#### Response Example
```json
{
  "message": "Successfully processed request.",
  "data": {
    "response": "This is the LLM's response to your query."
  }
}
```

### Error Handling
- **401 Unauthorized**: Invalid API key.
- **400 Bad Request**: Malformed request or missing parameters.
- **500 Internal Server Error**: Server-side issue.
```

--------------------------------

### CLI - Quickstart

Source: https://docs.pinecone.io/integrations/genkit

A quick guide to getting started

--------------------------------

### Java Quickstart Class with Main Method

Source: https://docs.pinecone.io/guides/get-started/quickstart

This snippet defines the basic structure of a Java class named 'Quickstart'. It includes the standard 'public static void main(String[] args)' method, which serves as the entry point for the application. The method is declared to throw an 'ApiException', indicating potential error handling for API interactions.

```java
public class Quickstart {
    public static void main(String[] args) throws ApiException {
        // Application logic will be here
    }
}
```

--------------------------------

### Estuary Pinecone Connector Setup (JavaScript)

Source: https://docs.pinecone.io/integrations/estuary

This JavaScript code defines a React component for a primary and secondary call to action, likely used for guiding users to get started with the Estuary Pinecone connector. It includes props for defining the href and label for each button.

```javascript
const PrimarySecondaryCTA = () => null;
function _createMdxContent(props) {
 const _components = {
 a: "a",
 p: "p",
 ..._provideComponents(),
 ...props.components
 };
 return _jsxs(_Fragment, {
 children: [_jsxs(_components.p, {
 children: [_jsx(_components.a, {
 href: "https://estuary.dev/",
 children: "Estuary"
 }), " builds real-time data pipelines that focus on moving data from sources to destinations with millisecond latency. It supports integrations with hundreds of systems including databases, warehouses, SaaS products and streaming solutions."]
 }), "\n", _jsx(_components.p, {
 children: "The Pinecone connector for Estuary enables users to source from these systems and push data to Pinecone, for an always up-to-date view. It incrementally updates source data to ensure that minimal credits are used when reaching out to get embeddings from providers prior to pushing them to Pinecone."
 }), "\n", _jsx(_components.p, {
 children: "Estuary’s Pinecone connector enables a variety of use cases like enabling LLM-based search across your organizations data and building intelligent recommendation systems. It can be set up in 5 minutes, without any engineering effort to maximize efficiency."
 }), "\n", _jsx(PrimarySecondaryCTA, {
 primaryHref: "https://docs.estuary.dev/reference/Connectors/materialization-connectors/pinecone/",
 primaryLabel: "Get started"
 })]
 });
}
function MDXContent(props = {}) {
 const {wrapper: MDXLayout} = {
 ..._provideComponents(),
 ...props.components
 };
 return MDXLayout ? _jsx(MDXLayout, {
 ...props,
 children: _jsx(_createMdxContent, {
 ...props
 })
 }) : _createMdxContent(props);
}
return {
 PrimarySecondaryCTA,
 default: MDXContent
};
```

--------------------------------

### Reference API - Authentication

Source: https://docs.pinecone.io/guides/manage-cost/monitor-usage-and-costs

Endpoints related to API authentication and getting started guides.

```APIDOC
## Reference API - Authentication

### Description
This section covers the API endpoints and guides related to authentication.

### Endpoints
- **/reference/api/authentication** (Maps from various guides and legacy docs)
```

--------------------------------

### Set up Pinecone Client in Go

Source: https://docs.pinecone.io/guides/indexes/pods/migrate-a-pod-based-index-to-serverless

This Go code snippet demonstrates the basic setup for using the Pinecone client. It includes necessary imports for context and logging, and shows how to declare the package and import statements.

```go
package main

import (
	"context"
	"log"
)
```

--------------------------------

### Get Assistant Details

Source: https://docs.pinecone.io/guides/assistant/manage-assistants

This section details how to retrieve information about a specific assistant using its name. It includes environment variable setup and a cURL example.

```APIDOC
## GET /assistant/assistants/{assistant_name}

### Description
Retrieves details for a specific assistant by its name.

### Method
GET

### Endpoint
/assistant/assistants/$ASSISTANT_NAME

### Parameters
#### Path Parameters
- **assistant_name** (string) - Required - The name of the assistant to retrieve.

#### Query Parameters
None

#### Request Body
None

### Request Example
```shell
PINECONE_API_KEY="YOUR_API_KEY"
ASSISTANT_NAME="example-assistant"

curl -X GET "https://api.pinecone.io/assistant/assistants/$ASSISTANT_NAME" \
 -H "Api-Key: $PINECONE_API_KEY" \
```

### Response
#### Success Response (200)
- **id** (string) - The unique identifier of the assistant.
- **name** (string) - The name of the assistant.
- **description** (string) - A description of the assistant.
- **model** (string) - The model used by the assistant.
- **created_at** (string) - Timestamp of when the assistant was created.
- **updated_at** (string) - Timestamp of when the assistant was last updated.

#### Response Example
```json
{
  "id": "asst_abc123",
  "name": "example-assistant",
  "description": "A helpful assistant for Pinecone queries.",
  "model": "gpt-4",
  "created_at": "2023-10-27T10:00:00Z",
  "updated_at": "2023-10-27T10:00:00Z"
}
```
```

--------------------------------

### Example GET Request

Source: https://docs.pinecone.io/reference/api/latest/admin/fetch_api_key

An example of how to make a GET request to the Pinecone API using curl.

```APIDOC
## Example GET Request

### Description
This example demonstrates how to perform a basic GET request to the Pinecone API. Ensure your authentication variables are set.

### Method
GET

### Endpoint
`/your-pinecone-endpoint` (Replace with the actual endpoint)

### Parameters
#### Query Parameters
(No specific query parameters shown in the provided text, but would be listed here if applicable)

#### Request Body
N/A for GET requests.

### Request Example
```shell
curl -X GET \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "Accept: application/json" \
  "https://your-pinecone-host.pinecone.io/your-index/query"
```

### Response
#### Success Response (200)
- **results** (array) - Contains the search results.
- **matches** (array) - List of matching documents.

#### Response Example
```json
{
  "matches": [
    {
      "id": "doc1",
      "score": 0.95,
      "values": [],
      "metadata": {}
    }
  ],
  "namespace": ""
}
```
```

--------------------------------

### Python SDK Setup and Initialization

Source: https://docs.pinecone.io/guides/assistant/chat-with-assistant

This snippet shows how to install the necessary Pinecone packages and initialize the Pinecone client with your API key.

```APIDOC
## Python SDK Setup and Initialization

### Description
This section guides you through installing the Pinecone Python SDK and its Assistant plugin, and then initializing the Pinecone client with your API key.

### Method
N/A (Setup Instructions)

### Endpoint
N/A (Setup Instructions)

### Parameters
N/A

### Request Example
```python
# To use the Python SDK, install the plugin:
# pip install --upgrade pinecone pinecone-plugin-assistant

from pinecone import Pinecone
from pinecone_plugins.assistant.models.chat import Message

pc = Pinecone(api_key="YOUR_API_KEY")

# Get your assistant.
assistant = pc.assistant.Assistant( assistant_name="my-assistant")
```

### Response
N/A (Setup Instructions)

#### Success Response (200)
N/A

#### Response Example
N/A
```

--------------------------------

### Go Pinecone Client Setup

Source: https://docs.pinecone.io/guides/manage-data/manage-indexes

This Go code snippet shows the necessary imports for the Pinecone client library and defines a main function. It initializes a context and demonstrates basic setup for interacting with Pinecone services. Dependencies include the 'context', 'log', and the specific Pinecone client package.

```go
package main

import (
	"context"
	"fmt"
	"log"
	"github.com/pinecone-io/go-pinecone/v4/pinecone"
)

func main() {
 ctx := context.Background()
}
```

--------------------------------

### Unstructured and Pinecone Integration Example (JavaScript/JSX)

Source: https://docs.pinecone.io/integrations/unstructured

This code snippet demonstrates the integration of Unstructured with Pinecone, highlighting how to load data from various sources into Pinecone for LLM applications. It includes a call to a 'PrimarySecondaryCTA' component for getting started.

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);
}
function _createMdxContent(props) {\n const _components = {\n p: \
```

```javascript
function MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_create
```

--------------------------------

### Java SDK - Start Import Example

Source: https://docs.pinecone.io/guides/index-data/import-data

A practical Java code snippet demonstrating the usage of the Pinecone client library to start an import operation. This example includes necessary imports and the core logic for calling the start import functionality.

```APIDOC
## Java SDK Example: Start Import

### Description
This Java code demonstrates how to use the Pinecone client library to start an import process. It covers setting up the Pinecone client, defining import parameters, and making the API call.

### Method
Java SDK Client Call

### Endpoint
(Internal client method)

### Parameters
(As configured within the Java client)

### Request Example
(See Java code below for parameter configuration)

### Response
(Handled via Java exceptions or return objects)

### Code Example
```java
import io.pinecone.clients.Pinecone;
import io.pinecone.clients.AsyncIndex;
import org.openapitools.db_data.client.ApiException;
import org.openapitools.db_data.client.model.ImportErrorMode;
import org.openapitools.db_data.client.model.StartImportResponse;

public class StartImport {

    public static void main(String[] args) {
        // Initialize Pinecone client (ensure API key and environment are configured)
        Pinecone pinecone = new Pinecone("YOUR_API_KEY", "YOUR_ENVIRONMENT");

        // Get an index object
        AsyncIndex index = pinecone.index("my-index");

        try {
            // Define import parameters
            String storageURI = "s3://my-bucket/data/";
            ImportErrorMode errorMode = ImportErrorMode.RETRY;
            String integrationID = "my-integration-123";

            // Call the start import method
            StartImportResponse response = index.startImport(storageURI, errorMode, integrationID);

            // Process the response
            System.out.println("Import started successfully:");
            System.out.println("Message: " + response.getMessage());
            System.out.println("Import ID: " + response.getImportId());

        } catch (ApiException e) {
            System.err.println("Error starting import:");
            System.err.println("Status code: " + e.getCode());
            System.err.println("Response body: " + e.getResponseBody());
            e.printStackTrace();
        }
    }
}
```
```

--------------------------------

### Initialize Client and Describe Backup in Go

Source: https://docs.pinecone.io/guides/manage-data/back-up-an-index

Demonstrates how to handle initialization errors when creating a Pinecone client and how to invoke the DescribeBackup method to retrieve backup details.

```go
ApiKey: "YOUR_API_KEY",
}

if err != nil {
	log.Fatalf("Failed to create Client: %v", err)
}

backup, err := pc.DescribeBackup(ctx, 
```

--------------------------------

### Initialize Pinecone Client and Create Index

Source: https://docs.pinecone.io/guides/get-started/quickstart

This code shows the standard pattern for initializing a Pinecone client with an API key, checking for errors, and creating an index named 'quickstart-go'. It uses the standard log package for error reporting.

```go
ApiKey: "{{YOUR_API_KEY}}",
}

if err != nil {
	log.Fatalf("Failed to create Client: %v", err)
}

	indexName := "quickstart-go"
index, err := pc.CreateIndexForModel
```