orchestrata_ultimate.semantic_graph

Reference › orchestrata_ultimate › semantic_graph › init

The public facade of the semantic graph package, the shared semantic/RAG graph that lives in the memgraph database (not the operational orchkg graph handled by knowledge_graph). It re-exports the two adapters MemgraphSemanticGraph and InMemorySemanticGraph, the SemanticGraphConfig, the data models, the protocol interfaces, the exceptions and the create_semantic_graph factory, and its docstring shows the usual start: construct a MemgraphSemanticGraph, connect, then upsert_entities. See the package index and the curated narrative.

At a glance

Class diagram

No classes; see Functions.

Dependency diagram

API

No public API: the module defines no classes, functions or constants.

Source

Permalink: https://gitlab.com/MSamy/orchestrata-ultimate-architecture/-/blob/a4cbc2bdf/src/orchestrata_ultimate/semantic_graph/__init__.py

"""Semantic graph repository abstraction for RAG / GraphRAG.

Example:
    from orchestrata_ultimate.semantic_graph import MemgraphSemanticGraph

    graph = MemgraphSemanticGraph()
    await graph.connect()
    await graph.upsert_entities([Entity(id="doc-1", labels=["Document"])])
"""

from orchestrata_ultimate.semantic_graph.adapters import (
    InMemorySemanticGraph,
    MemgraphSemanticGraph,
)
from orchestrata_ultimate.semantic_graph.config import SemanticGraphConfig
from orchestrata_ultimate.semantic_graph.exceptions import (
    ConnectionError,
    EntityNotFoundError,
    QueryError,
    SemanticGraphError,
    VectorSearchError,
)
from orchestrata_ultimate.semantic_graph.interfaces import (
    GraphStore,
    SemanticGraph,
    VectorStore,
)
from orchestrata_ultimate.semantic_graph.models import (
    Chunk,
    Entity,
    GraphRAGContext,
    Relationship,
)
from orchestrata_ultimate.semantic_graph.repository import create_semantic_graph
from orchestrata_ultimate.semantic_graph.spec_trace_enricher import (
    EnrichmentSummary,
    SpecTraceEnricher,
    enrich_project_with_specs_and_traces,
)
from orchestrata_ultimate.semantic_graph.spec_trace_parser import (
    RequirementInfo,
    SpecInfo,
    StoryInfo,
    build_trace_index,
    collect_code_traces,
    parse_all_specs,
    parse_requirements_file,
    parse_spec_file,
)

__all__ = [
    "build_trace_index",
    "collect_code_traces",
    "EnrichmentSummary",
    "enrich_project_with_specs_and_traces",
    "parse_all_specs",
    "parse_requirements_file",
    "parse_spec_file",
    "RequirementInfo",
    "SpecInfo",
    "SpecTraceEnricher",
    "StoryInfo",
    "Chunk",
    "ConnectionError",
    "create_semantic_graph",
    "Entity",
    "EntityNotFoundError",
    "GraphRAGContext",
    "GraphStore",
    "InMemorySemanticGraph",
    "MemgraphSemanticGraph",
    "QueryError",
    "Relationship",
    "SemanticGraph",
    "SemanticGraphConfig",
    "SemanticGraphError",
    "VectorStore",
    "VectorSearchError",
]