[Misc] MongoDB Query Engine build on top of VectorDBQueryEngine#1092

Draft

sitloboi2012 wants to merge 13 commits intoag2ai:mainfrom sitloboi2012:feat/mongodb-query-engine

+734

Commits on Feb 25, 2025

initial setup for mongodb query engine and notebook usage
sitloboi2012
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update mongodb query engine class again
sitloboi2012
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update mongodb query engine to use docling
sitloboi2012
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update and finalize the mongodb query engine with documentation
sitloboi2012
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refactor the add_records again to simplify the solution, update based on comment
sitloboi2012
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add on test case for mongodb query engine WIP
sitloboi2012
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add on test case for mongodb query engine WIP
sitloboi2012
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rename the file to mongodb_query_engine.py, rework the init_db and connect_db to align with reviewer's comment and expectation, update the jupyter notebook again to align with the new mongodb_query…
sitloboi2012
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remove the LLM def in query function
sitloboi2012
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update test case for mongodb query engine
sitloboi2012
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update llm into __init__, update pyproject.toml to include llama-index-llms-langchain, update notebook for instruction usage
sitloboi2012
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replace the as_chat_engine to as_query_engine in MongoDBQueryEngine, update notebook
sitloboi2012
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Commits on Feb 26, 2025

update mongodb_query_engine
AgentGenie
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