feat: Adding support for MongoDB Atlas vector store and vector search #1603
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
ashwin-gangadhar-mdb
requested review from
SLR722,
ashwinb,
dineshyv,
dltn,
ehhuang,
hardikjshah,
raghotham,
sixianyi0721,
terrytangyuan,
vladimirivic and
yanxi0830
as code owners
facebook-github-bot
added
the
CLA Signed
|
@ashwinb, can you pls help here |
|
Can you take a look at the test failures? |
…amastack#1124) added MongoDB vector io
ashwin-gangadhar-mdb
force-pushed
the
main
branch
from
a8a2b2d to
ed3f6cb
Compare
|
updated mongodb sample run config
ashwin-gangadhar-mdb
force-pushed
the
main
branch
from
ed3f6cb to
ee981a0
Compare
|
@raghotham can you pls re run the unit test pipeline. it was name mismatch with the test_config.py |
|
This pull request has been automatically marked as stale because it has not had activity within 60 days. It will be automatically closed if no further activity occurs within 30 days. |
|
@ashwin-gangadhar-mdb you might consider creating an external provider: https://llama-stack.readthedocs.io/en/latest/providers/external.html |
|
@nathan-weinberg thanks for sharing. This is very helpful. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
7 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
What does this PR do?
feat: Adding support for MongoDB Atlas vector store and vector search
note:This PR adds support for MongoDB Atlas vector search as vector_io remote module. This feature is developed by using the pymongo python drivers to interact with the mongodb. The remote vector_io provider can be configured easily by setting the following env variable MONGODB_CONNECTION_STR, MONGODB_NAMESPACE(i.e. db_name.collection_name).
Test Plan
have passed the unit test and also the integration test using the ollama LLM, Embedding model and rag/knowledge_search setting
Below attached is my integration test logs, test_mongodb.ipynb notebook and test_mongodb.py script.
test_mdb_conn.tar.gz