Hi Krishnan!
I used the dataset you provided and the following command line to run the entity and cypher codes, but the model I ran out of could not answer the questions you asked in Excel, and I couldn't search for them. Is there something wrong with my command line? How did you run it and what was the result?
My command line is as follows:
1. Building Vector Store for Baseline Methods
python -m scripts.build_baseline_vectordb --docs-dir data/sec-10-q/docs --collection-name sec_10q --persist-dir chroma_db --verbose
2. Building Knowledge Graphs
python -m scripts.build_entity_graph --docs-dir data/sec-10-q/docs --output-dir data/graphs --graph-name sec10q_entity_graph --verbose
cypher graph
python -m scripts.build_cypher_graph --docs-dir data/sec-10-q/docs --output-dir data/graphs --graph-docs-name sec10q_cypher_graph --verbose
3. Running Interactive Query Mode
To interactively query using baseline methods:
python -m scripts.run_baseline_rag --collection-name sec_10q --persist-dir chroma_db --model gpt-4o --verbose
To interactively query using KG-RAG methods:
python -m scripts.run_entity_rag --graph-documents-pkl-path data/graphs/sec10q_entity_graph_documents.pkl --verbose
run cypher
python -m scripts.run_cypher_rag --verbose
The questions answered are as follows, and all KGs show no results:
How has Apple's total net sales changed over time?
What are the major factors contributing to the change in Apple's gross margin in the most recent 10-Q compared to the previous quarters?
Has there been any significant change in Apple's operating expenses over the reported quarters? If so, what are the key drivers for this change?
Hi Krishnan!
I used the dataset you provided and the following command line to run the entity and cypher codes, but the model I ran out of could not answer the questions you asked in Excel, and I couldn't search for them. Is there something wrong with my command line? How did you run it and what was the result?
My command line is as follows:
1. Building Vector Store for Baseline Methods
python -m scripts.build_baseline_vectordb --docs-dir data/sec-10-q/docs --collection-name sec_10q --persist-dir chroma_db --verbose
2. Building Knowledge Graphs
python -m scripts.build_entity_graph --docs-dir data/sec-10-q/docs --output-dir data/graphs --graph-name sec10q_entity_graph --verbose
cypher graph
python -m scripts.build_cypher_graph --docs-dir data/sec-10-q/docs --output-dir data/graphs --graph-docs-name sec10q_cypher_graph --verbose
3. Running Interactive Query Mode
To interactively query using baseline methods:
python -m scripts.run_baseline_rag --collection-name sec_10q --persist-dir chroma_db --model gpt-4o --verbose
To interactively query using KG-RAG methods:
python -m scripts.run_entity_rag --graph-documents-pkl-path data/graphs/sec10q_entity_graph_documents.pkl --verbose
run cypher
python -m scripts.run_cypher_rag --verbose
The questions answered are as follows, and all KGs show no results:
How has Apple's total net sales changed over time?
What are the major factors contributing to the change in Apple's gross margin in the most recent 10-Q compared to the previous quarters?
Has there been any significant change in Apple's operating expenses over the reported quarters? If so, what are the key drivers for this change?