INTPYTHON-501 INTPYTHON-784 Create Graph Visualizations for GraphRAG #235
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This reverts commit 82ec17a.
…just typing of langchain-mongodb
…and cleaned up closing clients (langchain-ai#232) [Issue Key](https://jira.mongodb.org/browse/{ISSUE_KEY}) <!-- What is this PR introducing? If context is already provided from the JIRA ticket, still place it in the Pull Request as you should not make the reviewer do digging for a basic summary. --> <!-- What changes did you make to the code? What new APIs (public or private) were added, removed, or edited to generate the desired outcome explained in the above summary? --> This is a small bugfix. When we switched from including OPENAI_API_KEY in CI secrets to using AZURE_OPENAI_ENDPOINTS, we missed this one. <!-- How did you test the code? If you added unit tests, you can say that. If you didn’t introduce unit tests, explain why. All code should be tested in some way – so please list what your validation strategy was. --> - Tests are run in github and evergreen. A passing patch build will be included. <!-- Do not delete the items provided on this checklist --> - [ na] Did you update the changelog (if necessary)? - [X] Is the intention of the code captured in relevant tests? - [na] If there are new TODOs, has a related JIRA ticket been created? - [X] Has a MongoDB Employee run [the patch build of this PR](https://github.com/mongodb-labs/ai-ml-pipeline-testing?tab=readme-ov-file#running-a-patch-build-of-a-given-pr)? - [x] Does the title of the PR reference a JIRA Ticket? - [x] Do you fully understand the implementation? (Would you be comfortable explaining how this code works to someone else?) - [x] Have you checked for spelling & grammar errors? - [x] Is all relevant documentation (README or docstring) updated? <!-- List any complex portion of code you believe needs particular scrutiny and explain why. --> The author had thought of updating MongoDBGraphStore to be a context manager. All this would do is close the client. We decided to leave it with a close method only.
…ere, and cleared output of cells.
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The PR replaces #227 which I will close. That one confused the git history. |
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Issue Key
Summary
This PR adds graphical visualization of our MongoDBGraphStore, used for Knowledge Graphs and Graph RAG. It also adds an example notebook, and improvements to the prompting.
Changes in this PR
viewandto_networkxmethods to MongoDBGraphStore.Test Plan
Unit tests were added for the new methods. Typing tests were run. The notebooks was demonstrated numerous times to the maintainers and stakeholders.
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