增加代码知识库；修复文档处理内容；增加API设置

rag-web-ui/backend/alembic/env.py

@@ -12,7 +12,16 @@ from app.models.base import Base
 from app.models.user import User
 from app.models.knowledge import KnowledgeBase, Document
 from app.models.chat import Chat, Message
-from app.models.tooling import ToolJob, SRSExtraction, SRSRequirement
+from app.models.model_config import UserModelConfig
+from app.models.tooling import (
+    CodeKnowledgeBase,
+    ConsistencyJob,
+    ConsistencyResult,
+    SRSExtraction,
+    SRSRequirement,
+    TestingGeneration,
+    ToolJob,
+)
 from app.core.config import settings
 
 # this is the Alembic Config object, which provides
@@ -87,4 +96,4 @@ def run_migrations_online() -> None:
 if context.is_offline_mode():
     run_migrations_offline()
 else:
-    run_migrations_online() 
+    run_migrations_online() 

rag-web-ui/backend/alembic/versions/c9f6e7a1bd34_add_testing_generation_history_table.py

@@ -18,42 +18,51 @@ branch_labels: Union[str, Sequence[str], None] = None
 depends_on: Union[str, Sequence[str], None] = None
 
 
+def _ensure_index(table_name: str, index_name: str, columns: list[str]) -> None:
+    inspector = sa.inspect(op.get_bind())
+    existing_indexes = {item["name"] for item in inspector.get_indexes(table_name)}
+    if index_name not in existing_indexes:
+        op.create_index(index_name, table_name, columns, unique=False)
+
+
 def upgrade() -> None:
-    op.create_table(
-        "testing_generations",
-        sa.Column("id", sa.Integer(), nullable=False),
-        sa.Column("job_id", sa.Integer(), nullable=False),
-        sa.Column("source_job_id", sa.Integer(), nullable=True),
-        sa.Column("source_document_name", sa.String(length=255), nullable=False),
-        sa.Column("generated_at", sa.DateTime(), nullable=False),
-        sa.Column("total_requirements", sa.Integer(), nullable=False, server_default="0"),
-        sa.Column("knowledge_base_id", sa.Integer(), nullable=True),
-        sa.Column("generated_file", sa.JSON(), nullable=False),
-        sa.Column("created_at", sa.DateTime(), nullable=False),
-        sa.Column("updated_at", sa.DateTime(), nullable=False),
-        sa.ForeignKeyConstraint(["job_id"], ["tool_jobs.id"], ondelete="CASCADE"),
-        sa.ForeignKeyConstraint(["knowledge_base_id"], ["knowledge_bases.id"]),
-        sa.ForeignKeyConstraint(["source_job_id"], ["tool_jobs.id"]),
-        sa.PrimaryKeyConstraint("id"),
-        sa.UniqueConstraint("job_id"),
-    )
-    op.create_index(op.f("ix_testing_generations_id"), "testing_generations", ["id"], unique=False)
-    op.create_index(
-        op.f("ix_testing_generations_source_job_id"),
-        "testing_generations",
-        ["source_job_id"],
-        unique=False,
-    )
-    op.create_index(
-        op.f("ix_testing_generations_knowledge_base_id"),
-        "testing_generations",
-        ["knowledge_base_id"],
-        unique=False,
-    )
+    table_name = "testing_generations"
+    inspector = sa.inspect(op.get_bind())
+    if table_name not in inspector.get_table_names():
+        op.create_table(
+            table_name,
+            sa.Column("id", sa.Integer(), nullable=False),
+            sa.Column("job_id", sa.Integer(), nullable=False),
+            sa.Column("source_job_id", sa.Integer(), nullable=True),
+            sa.Column("source_document_name", sa.String(length=255), nullable=False),
+            sa.Column("generated_at", sa.DateTime(), nullable=False),
+            sa.Column("total_requirements", sa.Integer(), nullable=False, server_default="0"),
+            sa.Column("knowledge_base_id", sa.Integer(), nullable=True),
+            sa.Column("generated_file", sa.JSON(), nullable=False),
+            sa.Column("created_at", sa.DateTime(), nullable=False),
+            sa.Column("updated_at", sa.DateTime(), nullable=False),
+            sa.ForeignKeyConstraint(["job_id"], ["tool_jobs.id"], ondelete="CASCADE"),
+            sa.ForeignKeyConstraint(["knowledge_base_id"], ["knowledge_bases.id"]),
+            sa.ForeignKeyConstraint(["source_job_id"], ["tool_jobs.id"]),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("job_id"),
+        )
+    _ensure_index(table_name, op.f("ix_testing_generations_id"), ["id"])
+    _ensure_index(table_name, op.f("ix_testing_generations_source_job_id"), ["source_job_id"])
+    _ensure_index(table_name, op.f("ix_testing_generations_knowledge_base_id"), ["knowledge_base_id"])
 
 
 def downgrade() -> None:
-    op.drop_index(op.f("ix_testing_generations_knowledge_base_id"), table_name="testing_generations")
-    op.drop_index(op.f("ix_testing_generations_source_job_id"), table_name="testing_generations")
-    op.drop_index(op.f("ix_testing_generations_id"), table_name="testing_generations")
-    op.drop_table("testing_generations")
+    table_name = "testing_generations"
+    inspector = sa.inspect(op.get_bind())
+    if table_name not in inspector.get_table_names():
+        return
+    existing_indexes = {item["name"] for item in inspector.get_indexes(table_name)}
+    for index_name in [
+        op.f("ix_testing_generations_knowledge_base_id"),
+        op.f("ix_testing_generations_source_job_id"),
+        op.f("ix_testing_generations_id"),
+    ]:
+        if index_name in existing_indexes:
+            op.drop_index(index_name, table_name=table_name)
+    op.drop_table(table_name)

rag-web-ui/backend/alembic/versions/d4c2a9e8b731_add_consistency_comparison_tables.py

@@ -0,0 +1,111 @@
+"""add consistency comparison tables
+
+Revision ID: d4c2a9e8b731
+Revises: c9f6e7a1bd34
+Create Date: 2026-05-10 00:00:00.000000
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+revision: str = "d4c2a9e8b731"
+down_revision: Union[str, None] = "c9f6e7a1bd34"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "code_knowledge_bases",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("user_id", sa.Integer(), nullable=False),
+        sa.Column("name", sa.String(length=255), nullable=False),
+        sa.Column("project_path", sa.String(length=1024), nullable=True),
+        sa.Column("vector_path", sa.String(length=1024), nullable=False),
+        sa.Column("metadata_path", sa.String(length=1024), nullable=False),
+        sa.Column("graph_path", sa.String(length=1024), nullable=False),
+        sa.Column("status", sa.String(length=32), nullable=False),
+        sa.Column("metadata_summary", sa.JSON(), nullable=True),
+        sa.Column("created_at", sa.DateTime(), nullable=False),
+        sa.Column("updated_at", sa.DateTime(), nullable=False),
+        sa.ForeignKeyConstraint(["user_id"], ["users.id"]),
+        sa.PrimaryKeyConstraint("id"),
+    )
+    op.create_index(op.f("ix_code_knowledge_bases_id"), "code_knowledge_bases", ["id"], unique=False)
+    op.create_index(op.f("ix_code_knowledge_bases_status"), "code_knowledge_bases", ["status"], unique=False)
+    op.create_index(op.f("ix_code_knowledge_bases_user_id"), "code_knowledge_bases", ["user_id"], unique=False)
+
+    op.create_table(
+        "consistency_jobs",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("user_id", sa.Integer(), nullable=False),
+        sa.Column("srs_extraction_id", sa.Integer(), nullable=False),
+        sa.Column("code_kb_id", sa.Integer(), nullable=False),
+        sa.Column("status", sa.String(length=32), nullable=False),
+        sa.Column("total_requirements", sa.Integer(), nullable=False),
+        sa.Column("completed_requirements", sa.Integer(), nullable=False),
+        sa.Column("output_summary", sa.JSON(), nullable=True),
+        sa.Column("error_message", sa.Text(), nullable=True),
+        sa.Column("started_at", sa.DateTime(), nullable=True),
+        sa.Column("completed_at", sa.DateTime(), nullable=True),
+        sa.Column("created_at", sa.DateTime(), nullable=False),
+        sa.Column("updated_at", sa.DateTime(), nullable=False),
+        sa.ForeignKeyConstraint(["code_kb_id"], ["code_knowledge_bases.id"]),
+        sa.ForeignKeyConstraint(["srs_extraction_id"], ["srs_extractions.id"]),
+        sa.ForeignKeyConstraint(["user_id"], ["users.id"]),
+        sa.PrimaryKeyConstraint("id"),
+    )
+    op.create_index(op.f("ix_consistency_jobs_code_kb_id"), "consistency_jobs", ["code_kb_id"], unique=False)
+    op.create_index(op.f("ix_consistency_jobs_id"), "consistency_jobs", ["id"], unique=False)
+    op.create_index(op.f("ix_consistency_jobs_srs_extraction_id"), "consistency_jobs", ["srs_extraction_id"], unique=False)
+    op.create_index(op.f("ix_consistency_jobs_status"), "consistency_jobs", ["status"], unique=False)
+    op.create_index(op.f("ix_consistency_jobs_user_id"), "consistency_jobs", ["user_id"], unique=False)
+
+    op.create_table(
+        "consistency_results",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("job_id", sa.Integer(), nullable=False),
+        sa.Column("requirement_uid", sa.String(length=64), nullable=False),
+        sa.Column("verdict", sa.String(length=32), nullable=False),
+        sa.Column("coverage_score", sa.Float(), nullable=False),
+        sa.Column("confidence", sa.Float(), nullable=False),
+        sa.Column("matched_functions", sa.JSON(), nullable=False),
+        sa.Column("covered_points", sa.JSON(), nullable=False),
+        sa.Column("missing_points", sa.JSON(), nullable=False),
+        sa.Column("conflict_points", sa.JSON(), nullable=False),
+        sa.Column("call_chain_evidence", sa.JSON(), nullable=False),
+        sa.Column("suggestion", sa.Text(), nullable=True),
+        sa.Column("raw_judgment", sa.JSON(), nullable=True),
+        sa.Column("created_at", sa.DateTime(), nullable=False),
+        sa.Column("updated_at", sa.DateTime(), nullable=False),
+        sa.ForeignKeyConstraint(["job_id"], ["consistency_jobs.id"], ondelete="CASCADE"),
+        sa.PrimaryKeyConstraint("id"),
+    )
+    op.create_index(op.f("ix_consistency_results_id"), "consistency_results", ["id"], unique=False)
+    op.create_index(op.f("ix_consistency_results_job_id"), "consistency_results", ["job_id"], unique=False)
+    op.create_index(op.f("ix_consistency_results_requirement_uid"), "consistency_results", ["requirement_uid"], unique=False)
+    op.create_index(op.f("ix_consistency_results_verdict"), "consistency_results", ["verdict"], unique=False)
+
+
+def downgrade() -> None:
+    op.drop_index(op.f("ix_consistency_results_verdict"), table_name="consistency_results")
+    op.drop_index(op.f("ix_consistency_results_requirement_uid"), table_name="consistency_results")
+    op.drop_index(op.f("ix_consistency_results_job_id"), table_name="consistency_results")
+    op.drop_index(op.f("ix_consistency_results_id"), table_name="consistency_results")
+    op.drop_table("consistency_results")
+
+    op.drop_index(op.f("ix_consistency_jobs_user_id"), table_name="consistency_jobs")
+    op.drop_index(op.f("ix_consistency_jobs_status"), table_name="consistency_jobs")
+    op.drop_index(op.f("ix_consistency_jobs_srs_extraction_id"), table_name="consistency_jobs")
+    op.drop_index(op.f("ix_consistency_jobs_id"), table_name="consistency_jobs")
+    op.drop_index(op.f("ix_consistency_jobs_code_kb_id"), table_name="consistency_jobs")
+    op.drop_table("consistency_jobs")
+
+    op.drop_index(op.f("ix_code_knowledge_bases_user_id"), table_name="code_knowledge_bases")
+    op.drop_index(op.f("ix_code_knowledge_bases_status"), table_name="code_knowledge_bases")
+    op.drop_index(op.f("ix_code_knowledge_bases_id"), table_name="code_knowledge_bases")
+    op.drop_table("code_knowledge_bases")
+

rag-web-ui/backend/alembic/versions/e9b1b3d7a4c9_add_user_model_configs.py

@@ -0,0 +1,67 @@
+"""add user model configs
+
+Revision ID: e9b1b3d7a4c9
+Revises: d4c2a9e8b731
+Create Date: 2026-05-16 00:00:00.000000
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+revision: str = "e9b1b3d7a4c9"
+down_revision: Union[str, None] = "d4c2a9e8b731"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    bind = op.get_bind()
+    inspector = sa.inspect(bind)
+    table_name = "user_model_configs"
+
+    if table_name not in inspector.get_table_names():
+        op.create_table(
+            table_name,
+            sa.Column("id", sa.Integer(), nullable=False),
+            sa.Column("user_id", sa.Integer(), nullable=False),
+            sa.Column("name", sa.String(length=255), nullable=False),
+            sa.Column("provider", sa.String(length=64), nullable=False),
+            sa.Column("api_key", sa.Text(), nullable=False),
+            sa.Column("api_base", sa.String(length=512), nullable=True),
+            sa.Column("chat_model", sa.String(length=128), nullable=False),
+            sa.Column("embedding_model", sa.String(length=128), nullable=False),
+            sa.Column("is_active", sa.Boolean(), nullable=False),
+            sa.Column("last_used_at", sa.DateTime(timezone=True), nullable=True),
+            sa.Column("created_at", sa.DateTime(), nullable=False),
+            sa.Column("updated_at", sa.DateTime(), nullable=False),
+            sa.ForeignKeyConstraint(["user_id"], ["users.id"]),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    existing_indexes = {item["name"] for item in inspector.get_indexes(table_name)}
+    for index_name, columns in {
+        op.f("ix_user_model_configs_id"): ["id"],
+        op.f("ix_user_model_configs_is_active"): ["is_active"],
+        op.f("ix_user_model_configs_user_id"): ["user_id"],
+    }.items():
+        if index_name not in existing_indexes:
+            op.create_index(index_name, table_name, columns, unique=False)
+
+
+def downgrade() -> None:
+    table_name = "user_model_configs"
+    inspector = sa.inspect(op.get_bind())
+    if table_name not in inspector.get_table_names():
+        return
+    existing_indexes = {item["name"] for item in inspector.get_indexes(table_name)}
+    for index_name in [
+        op.f("ix_user_model_configs_user_id"),
+        op.f("ix_user_model_configs_is_active"),
+        op.f("ix_user_model_configs_id"),
+    ]:
+        if index_name in existing_indexes:
+            op.drop_index(index_name, table_name=table_name)
+    op.drop_table(table_name)

rag-web-ui/backend/alembic/versions/f0a1b2c3d4e5_repair_testing_generations_table.py

@@ -0,0 +1,57 @@
+"""repair testing generations table
+
+Revision ID: f0a1b2c3d4e5
+Revises: e9b1b3d7a4c9
+Create Date: 2026-05-16 10:05:00.000000
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+revision: str = "f0a1b2c3d4e5"
+down_revision: Union[str, None] = "e9b1b3d7a4c9"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def _ensure_index(table_name: str, index_name: str, columns: list[str]) -> None:
+    inspector = sa.inspect(op.get_bind())
+    existing_indexes = {item["name"] for item in inspector.get_indexes(table_name)}
+    if index_name not in existing_indexes:
+        op.create_index(index_name, table_name, columns, unique=False)
+
+
+def upgrade() -> None:
+    table_name = "testing_generations"
+    inspector = sa.inspect(op.get_bind())
+    if table_name not in inspector.get_table_names():
+        op.create_table(
+            table_name,
+            sa.Column("id", sa.Integer(), nullable=False),
+            sa.Column("job_id", sa.Integer(), nullable=False),
+            sa.Column("source_job_id", sa.Integer(), nullable=True),
+            sa.Column("source_document_name", sa.String(length=255), nullable=False),
+            sa.Column("generated_at", sa.DateTime(), nullable=False),
+            sa.Column("total_requirements", sa.Integer(), nullable=False, server_default="0"),
+            sa.Column("knowledge_base_id", sa.Integer(), nullable=True),
+            sa.Column("generated_file", sa.JSON(), nullable=False),
+            sa.Column("created_at", sa.DateTime(), nullable=False),
+            sa.Column("updated_at", sa.DateTime(), nullable=False),
+            sa.ForeignKeyConstraint(["job_id"], ["tool_jobs.id"], ondelete="CASCADE"),
+            sa.ForeignKeyConstraint(["knowledge_base_id"], ["knowledge_bases.id"]),
+            sa.ForeignKeyConstraint(["source_job_id"], ["tool_jobs.id"]),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("job_id"),
+        )
+
+    _ensure_index(table_name, op.f("ix_testing_generations_id"), ["id"])
+    _ensure_index(table_name, op.f("ix_testing_generations_source_job_id"), ["source_job_id"])
+    _ensure_index(table_name, op.f("ix_testing_generations_knowledge_base_id"), ["knowledge_base_id"])
+
+
+def downgrade() -> None:
+    # Repair migration: keep existing data and schema intact on downgrade.
+    pass