alessandro

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What approach would you use to extract table data from PDF files that contain text, images, and other elements? Is there any app out there doing this?

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aalessandro

Hello, this question is about integrating RAG in llama-index with Azure cloud, in particular the cloud DB (Azure Cosmos DB NoSQL or Azure Cosmos DB for Mongo).
My RAG is based on the example in the docs Multi-Document Agents (V1 ), with retrieval on Nodes and mapping to Documents. I gave Azure Cosmos DB NoSQL a try but A) I got stuck when uploading Nodes, whereas Documents work; B) llama-index-vector-stores-azurecosmosnosql seems to be old and get into dependency issues. Am I missing something?

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aalessandro

Upgrading llama-index to 0.11.15 causes issues with mypy

After upgrading llama-index to 0.11.15 (from 0.10.* I believe) together with other llama-index packages using poetry I get issues with mypy. Any idea?

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error: Module "llama_index.core" has no attribute "Settings"  [attr-defined]
error: Module "llama_index.embeddings.openai" has no attribute "OpenAIEmbedding"  [attr-defined]
error: Module "llama_index.llms.openai" has no attribute "OpenAI"  [attr-defined]

My imports:

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from llama_index.core import Settings
from llama_index.embeddings.openai import OpenAIEmbedding
from llama_index.llms.openai import OpenAI

versions:

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poetry show | grep llama
llama-index                               0.11.15          
llama-index-core                          0.11.15          
llama-index-embeddings-openai             0.2.5            
..

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Upgrading llama-index to 0.11.15 causes issues with mypy