VOOZH about

URL: https://www.cdata.com/kb/tech/athena-cloud-chatgpt.rst

⇱ Use ChatGPT to Talk to Your Amazon Athena Data via CData Connect AI

Use ChatGPT to Talk to Your Amazon Athena Data via CData Connect AI

👁 Jerod Johnson
Jerod Johnson
Director, Technology Evangelism
Leverage the CData Connect AI Remote MCP Server to enable ChatGPT to securely answer questions and take actions on your Amazon Athena data for you.

ChatGPT is an AI chatbot developed by OpenAI, launched in November 2022. Based on large language models (LLMs), it enables users to refine and steer conversations through natural language processing. ChatGPT's developer mode, available to Plus and Pro subscribers, provides full Model Context Protocol (MCP) support for connecting to external data sources and tools.

CData Connect AI offers a dedicated cloud-to-cloud interface for connecting to Amazon Athena data. The CData Connect AI Remote MCP Server enables secure communication between ChatGPT and Amazon Athena. This allows you to ask questions and take actions on your Amazon Athena data using ChatGPT, all without the need for data replication to a natively supported database. With its inherent optimized data processing capabilities, CData Connect AI efficiently channels all supported SQL operations, including filters and JOINs, directly to Amazon Athena. This leverages server-side processing to swiftly deliver the requested Amazon Athena data.

About Amazon Athena Data Integration

CData provides the easiest way to access and integrate live data from Amazon Athena. Customers use CData connectivity to:

  • Authenticate securely using a variety of methods, including IAM credentials, access keys, and Instance Profiles, catering to diverse security needs and simplifying the authentication process.
  • Streamline their setup and quickly resolve issue with detailed error messaging.
  • Enhance performance and minimize strain on client resources with server-side query execution.

Users frequently integrate Athena with analytics tools like Tableau, Power BI, and Excel for in-depth analytics from their preferred tools.

To learn more about unique Amazon Athena use cases with CData, check out our blog post: https://www.cdata.com/blog/amazon-athena-use-cases.


Getting Started


Step 1: Configure Amazon Athena Connectivity for ChatGPT

Connectivity to Amazon Athena from ChatGPT is made possible through CData Connect AI Remote MCP. To interact with Amazon Athena data from ChatGPT, we start by creating and configuring a Amazon Athena connection in CData Connect AI.

  1. Log into your Connect AI account, click Sources, and then click Add Connection.
    2. 👁 Adding a Connection
  2. Select "Amazon Athena" from the Add Connection panel.
    3. 👁 Selecting a data source
  3. Enter the necessary authentication properties to connect to Amazon Athena.

    Authenticating to Amazon Athena

    To authorize Amazon Athena requests, provide the credentials for an administrator account or for an IAM user with custom permissions: Set to the access key Id. Set to the secret access key.

    Note: Though you can connect as the AWS account administrator, it is recommended to use IAM user credentials to access AWS services.

    Obtaining the Access Key

    To obtain the credentials for an IAM user, follow the steps below:

    1. Sign into the IAM console.
    2. In the navigation pane, select Users.
    3. To create or manage the access keys for a user, select the user and then select the Security Credentials tab.

    To obtain the credentials for your AWS root account, follow the steps below:

    1. Sign into the AWS Management console with the credentials for your root account.
    2. Select your account name or number and select My Security Credentials in the menu that is displayed.
    3. Click Continue to Security Credentials and expand the Access Keys section to manage or create root account access keys.

    Authenticating from an EC2 Instance

    If you are using the CData Data Provider for Amazon Athena 2018 from an EC2 Instance and have an IAM Role assigned to the instance, you can use the IAM Role to authenticate. To do so, set to true and leave and empty. The CData Data Provider for Amazon Athena 2018 will automatically obtain your IAM Role credentials and authenticate with them.

    Authenticating as an AWS Role

    In many situations it may be preferable to use an IAM role for authentication instead of the direct security credentials of an AWS root user. An AWS role may be used instead by specifying the . This will cause the CData Data Provider for Amazon Athena 2018 to attempt to retrieve credentials for the specified role. If you are connecting to AWS (instead of already being connected such as on an EC2 instance), you must additionally specify the and of an IAM user to assume the role for. Roles may not be used when specifying the and of an AWS root user.

    Authenticating with MFA

    For users and roles that require Multi-factor Authentication, specify the and connection properties. This will cause the CData Data Provider for Amazon Athena 2018 to submit the MFA credentials in a request to retrieve temporary authentication credentials. Note that the duration of the temporary credentials may be controlled via the (default 3600 seconds).

    Connecting to Amazon Athena

    In addition to the and properties, specify , and . Set to the region where your Amazon Athena data is hosted. Set to a folder in S3 where you would like to store the results of queries.

    If is not set in the connection, the data provider connects to the default database set in Amazon Athena.

    👁 Configuring a connection (Salesforce is shown)
  4. Click Save & Test

With the connection configured, we are ready to connect to Amazon Athena data from ChatGPT.

Step 2: Connect ChatGPT to CData Connect AI

Follow these steps to add a CData Connect AI connection in ChatGPT:

  1. Sign in to ChatGPT with a Plus or Pro subscription.
  2. Navigate to Apps from the left panel.
  3. Select the CData Connect AI app from the list.
    4. . 👁 Search for CData Connect AI
  4. Click Connect to authenticate to your Connect AI account.
    5. 👁 Click Connect to authenticate
  5. Click Sign in with CData Connect AI to add Connect AI to your ChatGPT account.
    6. 👁 Sign in with CData Connect AI
  6. After successful authorization, you will be redirected back to ChatGPT.
  7. Click Start Chat to start a new conversation in ChatGPT with Connect AI connected at the background.
    8. 👁 Start Chat

Step 3: Explore Live Amazon Athena Data with ChatGPT

  1. Start a new conversation in ChatGPT.
  2. Connect AI should ideally be automatically enabled in the chat. If not, navigate to -> More -> CData Connect AI, under the chatbox, to enable the connector from the dropdown
    3. 👁 Enable CData Connect AI in the chat
  3. You can now start exploring your data with natural language prompts. ChatGPT will use the Connect AI MCP server to query your live Amazon Athena data. Example prompts:
    • "Show me all customers from the last 30 days"
    • "What are my top performing products?"
    • "Analyze sales trends for this quarter"
    • "List all active projects and their current status"
    Refer to CData prompt library for more prompt ideas.
    4. 👁 Using natural language to explore your Amazon Athena data (Salesforce used here).
  4. Permit ChatGPT to access your Amazon Athena data. Click Query Data to continue, or Deny to refuse.
    5. 👁 Give permissions to ChatGPT.
  5. ChatGPT translates your natural language queries into SQL and execute them against your Amazon Athena data through the Connect AI MCP server.
    6. 👁 ChatGPT shows the desired results from your Amazon Athena data based on the prompts

Get CData Connect AI

To get live data access to hundreds of SaaS, Big Data, and NoSQL sources directly from your cloud applications, try CData Connect AI today!