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Fs 77/fix datastore complex query #30

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merged 6 commits into from
Nov 20, 2024
Merged

Fs 77/fix datastore complex query #30

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236aa5e
Push the FS 77 Changes related to the complext queries
Nov 7, 2024
08d6c37
Removing trailing white spaces
Nov 7, 2024
e91b72f
Sorting the failed test
Nov 7, 2024
d0981c1
Moving redis cache configuration up in .env.example file
Nov 7, 2024
a61cb72
Merge branch 'main' into FS-77/Fix-Datastore-Complex-Query and fix co…
Nov 19, 2024
55abac5
changes based on Steven's feedback
Nov 19, 2024
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7 changes: 6 additions & 1 deletion backend/src/agents/datastore_agent.py
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Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,12 @@ async def get_semantic_layer_cache(llm, model, graph_schema):

@agent(
name="DatastoreAgent",
description="This agent is responsible for handling database queries relating to the user's personal data.",
description=(
"This agent is responsible for handling database queries related to ESG (Environmental, Social, Governance) "
"data, including retrieving ESG scores, financial metrics, and other company-specific or fund-specific "
"information. It interacts with the graph database to extract, process, and return ESG-related information "
"from various sources, such as company sustainability reports or fund portfolios."
),
tools=[generate_cypher],
)
class DatastoreAgent(Agent):
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17 changes: 16 additions & 1 deletion backend/src/utils/cyper_import_data_from_csv.py
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@@ -1,7 +1,22 @@
import_data_from_csv_script = """
LOAD CSV WITH HEADERS FROM 'file:///esg_poc.csv' AS row

MERGE (f:Fund {Name: row.`Fund Name`, Size: toFloat(row.`Fund Size (Billion USD)`)})
MERGE (f:Fund {Name: row.`Fund Name`, Size: toFloat(row.`Fund Size (Billion USD)`),
SizeUnit:
CASE
WHEN "Fund Size (Billion USD)" in keys(row) THEN "Billion"
WHEN "Fund Size (Million USD)" IN keys(row) THEN "Million"
WHEN "Fund Size (Thousand USD)" IN keys(row) THEN "Thousand"
ELSE "Unknown"
END,
Currency:
CASE
WHEN "Fund Size (Billion USD)" IN keys(row) THEN "USD"
WHEN "Fund Size (Billion EUR)" IN keys(row) THEN "EUR"
WHEN "Fund Size (Billion GBP)" IN keys(row) THEN "GBP"
ELSE "USD"
END
})

MERGE (c:Company {Name: row.`Company Name`})

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