88Generative AI FAQs
99==================
1010
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12+ Last Updated: 4 June, 2025
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14+
1115.. meta::
1216 :description: Explore generative AI features in MongoDB, including query generation and visualization, powered by Azure OpenAI and Github Copilot.
1317
@@ -18,64 +22,90 @@ Generative AI FAQs
1822What GenAI Features Does MongoDB Currently Offer?
1923~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
2024
21- MongoDB offers various generative AI (GenAI) capabilities in its
22- products and services, including within Atlas and in its software
23- products.
25+ MongoDB offers various generative AI (GenAI) capabilities in its products
26+ and services, including within Atlas and in its software products.
2427
25- For example, in MongoDB Compass and Charts, Atlas users can
26- leverage natural language to generate queries or visualizations. With
27- MongoDB Relational Migrator, GenAI can be leveraged for query
28- conversions. And within MongoDB for VS Code, the MongoDB Github Copilot
29- participant allows developers to generate MongoDB-related code more
30- efficiently through Github Copilot Chat.
28+ For example, in MongoDB `Compass <https://dochub.mongodb.org/core/compass-ai-data-usage>`__
29+ and `Charts <https://dochub.mongodb.org/core/charts-ai-data-usage>`__,
30+ Atlas users can leverage natural language to generate queries or visualizations.
31+ With MongoDB `Relational Migrator <https://dochub.mongodb.org/core/migrator-ai-data-usage>`__,
32+ GenAI can be leveraged to convert application code and database objects.
33+ With MongoDB for VS Code, the `MongoDB Extension for Github Copilot <https://www.mongodb.com/docs/mongodb-vscode/copilot/>`__
34+ participant allows developers to generate MongoDB-related code more efficiently through
35+ Github Copilot Chat.
3136
32- We also offer a GenAI chatbot within our MongoDB Documentation.
37+ We also offer a GenAAI Chatbot within our `MongoDB Documentation <https://www.mongodb.com/docs/>`__
38+ and across various other MongoDB properties. For more information, refer
39+ to our :ref:`MongoDB AI Chatbot <ai-chatbot-data-usage-ref>` Documentation..
3340
3441What Services Do These GenAI Features Rely On?
3542~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
3643
3744MongoDB's current GenAI features are powered by `Azure OpenAI
3845<https://azure.microsoft.com/en-us/products/ai-services/openai-service>`__,
39- except that the participant within MongoDB for VS Code is powered by
40- Github Copilot. When you use these features, your data is processed in
41- Microsoft Azure using the Azure OpenAI service or by the Github Copilot
42- service.
46+ with the exception of the participant within MongoDB for VS Code, which
47+ is powered by Github Copilot. When you use these features, your data is
48+ processed in Microsoft Azure's OpenAI service or Github Copilot.
49+ **No data processed by these services is used to train those third-party models.**
4350
44- Data processed in these services is not used for any model training.
4551MongoDB has opted out of asynchronous `Abuse Monitoring
46- <https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/abuse-monitoring>`__
47- so that no prompts or responses are stored with Azure OpenAI. For more
48- detail , refer to `Azure OpenAI's data management practices
52+ <https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/abuse-monitoring>`__,
53+ meaning no prompts or responses are stored with Azure OpenAI. For more
54+ details , refer to `Azure OpenAI's data management practices
4955<https://learn.microsoft.com/en-us/legal/cognitive-services/openai/data-privacy>`__.
50- For information about how Github Copilot processes data, please refer to
51- the `Github Trust Center <https://copilot.github.trust.page>`__.
56+ For information about how Github Copilot processes data,
57+ please refer to the `Github Trust Center <https://copilot.github.trust.page>`__.
5258
5359What Data Is Sent To The Model?
5460~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
5561
56- Each MongoDB tool backed by GenAI sends the minimal required
57- information to produce the best possible answer. To learn more
58- about what each tool sends , please consult our documentation :
62+ Each MongoDB tool backed by GenAI sends only the minimal required information
63+ to produce the best possible answer. For more specifics about the data
64+ transferred by each tool, please refer to our Documentation :
5965
6066- `Compass <https://dochub.mongodb.org/core/compass-ai-data-usage>`__
6167- `Atlas Charts <https://dochub.mongodb.org/core/charts-ai-data-usage>`__
6268- `Relational Migrator <https://dochub.mongodb.org/core/migrator-ai-data-usage>`__
6369- `MongoDB for VSCode <https://www.mongodb.com/docs/mongodb-vscode/ai-data-usage/>`__
6470
65- Are Outputs from my Use of MongoDB GenAI Features Used to Train Models?
71+ Are My Inputs or Outputs from my Use of MongoDB GenAI Features Used to Train Models?
72+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
73+
74+ No. The data input and output from MongoDB's GenAI features is not used
75+ to train the third-party models that power those features.
76+
77+ Does MongoDB Store My Inputs or Outputs from My Use of GenAI Features?
6678~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
6779
68- No.
80+ MongoDB may temporarily store inputs and outputs generated by the GenAI
81+ features for up to one year for troubleshooting, analytics, and feature
82+ improvement. MongoDB will not share those inputs and outputs with any
83+ third-party.
84+
85+ How Can I Disable MongoDB's GenAI Features?
86+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
6987
70- Does MongoDB Store my Inputs or their Corresponding Outputs to GenAI Features?
71- ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
88+ GenAI features within MongoDB's products and services are **optional**.
89+ While they are enabled by default in Atlas for your convenience,
90+ you have the ability to disable them at any time.
7291
73- MongoDB may store inputs and outputs from the GenAI service for a
74- limited time period (up to one year) for troubleshooting, analytics, and
75- feature improvement.
76- For any GenAI capabilities offered in our on-premise software
77- (Relational Migrator and Compass) you may opt out, in which case
78- MongoDB will not store your inputs or outputs.
92+ Please consult our `Atlas Organization Settings <https://www.mongodb.com/docs/atlas/tutorial/manage-organization-settings/#disable-generative-ai-features>`__
93+ Documentation for information on how Organization Owners can disable
94+ Atlas GenAI features in Atlas at the organization level.
95+
96+ When Atlas GenAI features are enabled at the organization level, individual
97+ Project Owners can still enable or disable individual AI features at the
98+ project level. To learn more about Atlas Project Settings for GenAI features,
99+ please consult the Documentation for each Atlas feature:
100+
101+ - `Data Explorer <https://www.mongodb.com/docs/atlas/atlas-ui/>`__
102+ - `Atlas Charts <https://dochub.mongodb.org/core/charts-ai-data-usage>`__
103+
104+ GenAI capabilities offered in our on-premise Relational Migrator and Compass
105+ software can be disabled from within that product:
106+
107+ - `Relational Migrator <https://dochub.mongodb.org/core/migrator-ai-data-usage>`__
108+ - `MongoDB Compass <https://dochub.mongodb.org/core/compass-ai-data-usage>`__
79109
80110What Agreements Govern My Use of MongoDB's GenAI Features?
81111~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -84,3 +114,12 @@ Your use of these features is subject to your applicable MongoDB legal
84114agreement, our
85115`Acceptable Use Policy <https://www.mongodb.com/legal/acceptable-use-policy>`_ and
86116our `Privacy Policy <https://www.mongodb.com/legal/privacy/privacy-policy>`__.
117+
118+
119+ What About Voyage AI Embedding and Reranking Models?
120+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
121+
122+ We recently acquired Voyage AI, which offers AI embedding and reranking models.
123+ For more details on how these models work and what data they use, please
124+ refer to the `Voyage AI FAQ <https://docs.voyageai.com/docs/faq>`__
125+ and the `Voyage Terms of Service <https://www.voyageai.com/tos>`__.
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