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docs: add RAG example with MongoDB Atlas Vector Search and VoyageAI embeddings (#2341)

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* Add MongoDB RAG example

* Update MongoDB RAG Example

* Update MongoDB RAG Example

* Update MongoDB RAG Example

* DCO Remediation Commit for utsavMongoDB <utsav.talwar@mongodb.com>

I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: fbdbf53aa8
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 9b3065ba2b
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 1983f9db35
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 0522aa105d
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: f5a67e8012

Signed-off-by: utsavMongoDB <utsav.talwar@mongodb.com>

* DCO Remediation Commit for utsavMongoDB <utsav.talwar@mongodb.com>

I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: fbdbf53aa8
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 9b3065ba2b
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 1983f9db35
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 0522aa105d
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: f5a67e8012

Signed-off-by: utsavMongoDB <utsav.talwar@mongodb.com>

* docs: Add example with MongoDB

* DCO Remediation Commit for utsavMongoDB <utsav.talwar@mongodb.com>

I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: bb245a31ed
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 25436e543c

Signed-off-by: utsavMongoDB <utsav.talwar@mongodb.com>

* DCO Remediation Commit for utsavMongoDB <utsav.talwar@mongodb.com>

I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: bb245a31ed
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 25436e543c

Signed-off-by: utsavMongoDB <utsav.talwar@mongodb.com>

* DCO Remediation Commit for utsavMongoDB <utsav.talwar@mongodb.com>

I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: bb245a31ed
I, utsavMongoDB <utsav.talwar@mongodb.com>, hereby add my Signed-off-by to this commit: 25436e543c

Signed-off-by: utsavMongoDB <utsav.talwar@mongodb.com>

---------

Signed-off-by: utsavMongoDB <utsav.talwar@mongodb.com>
Signed-off-by: Utsav Talwar <114057324+utsavMongoDB@users.noreply.github.com>
This commit is contained in:
Utsav Talwar
2025-10-03 16:59:43 +05:30
committed by GitHub
parent 22515b546a
commit 8a4b946a1a
2 changed files with 667 additions and 0 deletions
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mkdocs.yml
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@@ -123,6 +123,7 @@ nav:
- examples/rag_opensearch.ipynb
- examples/rag_weaviate.ipynb
- examples/retrieval_qdrant.ipynb
- examples/rag_mongodb.ipynb
- RAG with Vault PII transform [↗]: https://github.com/workloads/pathfinder-prism
- Integrations:
- Integrations: integrations/index.md