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upgrade graphrag-sdk and move to litellm #40

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Merged
merged 7 commits into from
Jan 1, 2025
Merged

upgrade graphrag-sdk and move to litellm #40

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20488ba
upgrade graphrag-sdk and move to litellm
gkorland Dec 30, 2024
24abb4e
fix import
gkorland Dec 30, 2024
71533f6
update requirements.txt
gkorland Dec 31, 2024
34f5b7b
expose MODEL_NAME
gkorland Jan 1, 2025
45d0225
filter _schema graphs
gkorland Jan 1, 2025
3f564ab
rename to GEMINI_API_KEY
gkorland Jan 1, 2025
e04dd42
extend README
gkorland Jan 1, 2025
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2 changes: 1 addition & 1 deletion api/graph.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ def get_repos() -> List[str]:
password=os.getenv('FALKORDB_PASSWORD', None))

graphs = db.list_graphs()
graphs = [g for g in graphs if not g.endswith('_git')]
graphs = [g for g in graphs if not (g.endswith('_git') or g.endswith('_schema'))]
return graphs

class Graph():
Expand Down
11 changes: 5 additions & 6 deletions api/llm.py
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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
import os
import logging

from graphrag_sdk.models.openai import OpenAiGenerativeModel
from graphrag_sdk.models.litellm import LiteModel
from graphrag_sdk import (
Ontology,
Entity,
Expand All @@ -12,7 +12,6 @@
KnowledgeGraphModelConfig
)

#from graphrag_sdk.models.gemini import GeminiGenerativeModel
from .prompts import (CYPHER_GEN_SYSTEM,
CYPHER_GEN_PROMPT,
GRAPH_QA_SYSTEM,
Expand Down Expand Up @@ -199,15 +198,15 @@ def _define_ontology() -> Ontology:
def _create_kg_agent(repo_name: str):
global ontology

openapi_model = OpenAiGenerativeModel("gpt-4o")
#gemini_model = GeminiGenerativeModel("gemini-1.5-flash-001")
#gemini_model_pro = GeminiGenerativeModel("gemini-1.5-pro")
model_name = os.getenv('MODEL_NAME', 'gemini/gemini-2.0-flash-exp')

model = LiteModel(model_name)

#ontology = _define_ontology()
code_graph_kg = KnowledgeGraph(
name=repo_name,
ontology=ontology,
model_config=KnowledgeGraphModelConfig.with_model(openapi_model),
model_config=KnowledgeGraphModelConfig.with_model(model),
host=os.getenv('FALKORDB_HOST', 'localhost'),
port=os.getenv('FALKORDB_PORT', 6379),
username=os.getenv('FALKORDB_USERNAME', None),
Expand Down
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