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feat: Add Models #935

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Merged
earayu merged 7 commits into from
Jun 12, 2025
Merged

feat: Add Models #935

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1b16c7d
feat: remove useless code
earayu Jun 11, 2025
7721238
feat: refine pg queries
earayu Jun 12, 2025
d1f8364
feat: add models
earayu Jun 12, 2025
2fac7cf
feat: add models
earayu Jun 12, 2025
b5a6606
feat: add models
earayu Jun 12, 2025
2554d67
feat: add models
earayu Jun 12, 2025
7b45cad
feat: add models
earayu Jun 12, 2025
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6 changes: 3 additions & 3 deletions aperag/db/ops.py
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Original file line number Diff line number Diff line change
Expand Up @@ -717,7 +717,7 @@ def _query(session):
WITH relevant_chunks AS (
SELECT id as chunk_id
FROM lightrag_doc_chunks
WHERE full_doc_id = ANY(:doc_ids)
WHERE workspace = :workspace AND full_doc_id = ANY(:doc_ids)
)
SELECT id, content, file_path, EXTRACT(EPOCH FROM create_time)::BIGINT as created_at,
1 - (content_vector <=> '[:embedding]'::vector) as distance
Expand Down Expand Up @@ -772,7 +772,7 @@ def _query(session):
WITH relevant_chunks AS (
SELECT id as chunk_id
FROM lightrag_doc_chunks
WHERE full_doc_id = ANY(:doc_ids)
WHERE workspace = :workspace AND full_doc_id = ANY(:doc_ids)
)
SELECT entity_name, EXTRACT(EPOCH FROM create_time)::BIGINT as created_at,
1 - (content_vector <=> '[:embedding]'::vector) as distance
Expand Down Expand Up @@ -830,7 +830,7 @@ def _query(session):
WITH relevant_chunks AS (
SELECT id as chunk_id
FROM lightrag_doc_chunks
WHERE full_doc_id = ANY(:doc_ids)
WHERE workspace = :workspace AND full_doc_id = ANY(:doc_ids)
)
SELECT source_id as src_id, target_id as tgt_id,
EXTRACT(EPOCH FROM create_time)::BIGINT as created_at,
Expand Down
3 changes: 0 additions & 3 deletions aperag/graph/lightrag/lightrag.py
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Expand Up @@ -240,9 +240,6 @@ class LightRAG:
# Extensions
# ---

max_parallel_insert: int = field(default=2)
"""Maximum number of parallel insert operations."""

addon_params: dict[str, Any] = field(
default_factory=lambda: {"language": get_env_value("SUMMARY_LANGUAGE", "English", str)}
)
Expand Down
2 changes: 0 additions & 2 deletions aperag/graph/lightrag_manager.py
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Expand Up @@ -35,7 +35,6 @@ class LightRAGConfig:

CHUNK_TOKEN_SIZE = 3000
CHUNK_OVERLAP_TOKEN_SIZE = 100
MAX_PARALLEL_INSERT = 2
LLM_MODEL_MAX_ASYNC = 20
COSINE_BETTER_THAN_THRESHOLD = 0.2
MAX_BATCH_SIZE = 32
Expand Down Expand Up @@ -85,7 +84,6 @@ async def create_lightrag_instance(collection: Collection) -> LightRAG:
),
cosine_better_than_threshold=LightRAGConfig.COSINE_BETTER_THAN_THRESHOLD,
max_batch_size=LightRAGConfig.MAX_BATCH_SIZE,
max_parallel_insert=LightRAGConfig.MAX_PARALLEL_INSERT,
llm_model_max_async=LightRAGConfig.LLM_MODEL_MAX_ASYNC,
entity_extract_max_gleaning=LightRAGConfig.ENTITY_EXTRACT_MAX_GLEANING,
addon_params={"language": LightRAGConfig.DEFAULT_LANGUAGE},
Expand Down
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