Adding vector store for Azure Cosmos DB NoSql #14158
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@logan-markewich can you please review this PR. |
simorenoh
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Jul 11, 2024
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| # print("This is node") | ||
| # print(node) |
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leftover print statements - these are not the only ones, let's make sure to remove those altogether from the entire file
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| "Requirement already satisfied: httpx in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index-core<0.11.0,>=0.10.1->llama-index-embeddings-openai) (0.27.0)\n", | ||
| "Requirement already satisfied: llamaindex-py-client<0.2.0,>=0.1.18 in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index-core<0.11.0,>=0.10.1->llama-index-embeddings-openai) (0.1.19)\n", | ||
| "Requirement already satisfied: nest-asyncio<2.0.0,>=1.5.8 in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index-core<0.11.0,>=0.10.1->llama-index-embeddings-openai) (1.6.0)\n", |
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| "Requirement already satisfied: llama-index-llms-openai<0.2.0,>=0.1.13 in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index) (0.1.22)\n", | ||
| "Requirement already satisfied: llama-index-multi-modal-llms-openai<0.2.0,>=0.1.3 in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index) (0.1.6)\n", | ||
| "Requirement already satisfied: llama-index-program-openai<0.2.0,>=0.1.3 in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index) (0.1.6)\n", | ||
| "Requirement already satisfied: llama-index-question-gen-openai<0.2.0,>=0.1.2 in c:\\users\\t-garagundi\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from llama-index) (0.1.3)\n", |
| for item in self._container.query_items( | ||
| query='SELECT TOP @k c.id, c.embedding, c.text, c.metadata, VectorDistance(c.embedding,@embedding) AS SimilarityScore FROM c ORDER BY VectorDistance(c.embedding,@embedding)', | ||
| parameters=[{"name": "@k", "value": params['k']}, | ||
| # {"name": "@embedding_key", "value": params["path"]}, |
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Description
Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.
Fixes # 14159
Added vector store capabilities with Azure Cosmos DB NoSql by creating AzureCosmosDBNoSqlVectorSearch class as well as tests for adding to the class and query.
Read more about this: https://learn.microsoft.com/en-us/azure/cosmos-db/nosql/vector-search
New Package?
Did I fill in the
tool.llamahubsection in thepyproject.tomland provide a detailed README.md for my new integration or package?Version Bump?
Did I bump the version in the
pyproject.tomlfile of the package I am updating? (Except for thellama-index-corepackage)Type of Change
Please delete options that are not relevant.
How Has This Been Tested?
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
Suggested Checklist:
make format; make lintto appease the lint gods