first-update
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182
backend/app/api/v1/chunks/__init__.py
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182
backend/app/api/v1/chunks/__init__.py
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"""
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Chunks API Router
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"""
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from typing import List, Optional
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from uuid import UUID
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from pydantic import BaseModel
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from fastapi import APIRouter, Depends, HTTPException, Query
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from sqlalchemy.ext.asyncio import AsyncSession
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from sqlalchemy import select
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from app.core.database import get_db
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from app.models.models import Chunk, File
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from app.schemas.base import ChunkCreate, ChunkResponse
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from app.services.text_splitter.splitter import get_splitter
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from app.services.file_processor.pdf_processor import process_pdf
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from app.services.file_processor.docx_processor import process_docx
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from app.services.file_processor.excel_processor import process_csv, process_excel
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router = APIRouter()
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class SplitRequest(BaseModel):
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"""Request model for splitting text"""
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file_id: Optional[UUID] = None
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method: str = "recursive"
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chunk_size: int = 500
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overlap: int = 50
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separator: Optional[str] = None
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class ChunkListResponse(BaseModel):
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"""Response for chunk list"""
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chunks: List[ChunkResponse]
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total: int
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def process_file_by_type(file: File) -> str:
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"""Process file based on its type"""
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if not file.file_path:
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raise HTTPException(status_code=400, detail="File path not found")
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processors = {
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"pdf": process_pdf,
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"docx": process_docx,
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"xlsx": process_excel,
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"csv": process_csv,
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}
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processor = processors.get(file.file_type)
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if not processor:
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# Return raw text for txt, md files
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with open(file.file_path, 'r', encoding='utf-8') as f:
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return f.read()
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return processor(file.file_path)
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@router.post("/split", response_model=dict)
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async def split_text(
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project_id: UUID,
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request: SplitRequest,
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db: AsyncSession = Depends(get_db)
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):
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"""Split text into chunks"""
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# Get file
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if request.file_id:
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result = await db.execute(
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select(File).where(File.id == request.file_id, File.project_id == project_id)
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)
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file = result.scalar_one_or_none()
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if not file:
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raise HTTPException(status_code=404, detail="File not found")
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# Process file
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text = process_file_by_type(file)
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# Update file status
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file.status = "processing"
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await db.commit()
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else:
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raise HTTPException(status_code=400, detail="file_id is required")
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# Split text
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kwargs = {"chunk_size": request.chunk_size, "overlap": request.overlap}
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if request.method == "custom" and request.separator:
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kwargs["separator"] = request.separator
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splitter = get_splitter(request.method, **kwargs)
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split_results = splitter.split(text)
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# Save chunks
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chunks = []
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for chunk_data in split_results:
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db_chunk = Chunk(
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project_id=project_id,
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file_id=file.id,
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name=chunk_data.get("name", f"Chunk {chunk_data['index'] + 1}"),
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content=chunk_data["content"],
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word_count=chunk_data.get("word_count", len(chunk_data["content"].split()))
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)
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db.add(db_chunk)
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chunks.append(db_chunk)
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await db.commit()
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# Update file status
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file.status = "completed"
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await db.commit()
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return {"chunks": len(chunks), "message": f"Successfully split into {len(chunks)} chunks"}
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@router.get("/", response_model=dict)
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async def list_chunks(
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project_id: UUID,
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file_id: Optional[UUID] = Query(None),
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db: AsyncSession = Depends(get_db)
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):
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"""List chunks for a project"""
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query = select(Chunk).where(Chunk.project_id == project_id)
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if file_id:
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query = query.where(Chunk.file_id == file_id)
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query = query.order_by(Chunk.created_at.desc())
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result = await db.execute(query)
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chunks = result.scalars().all()
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return {
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"chunks": [ChunkResponse.model_validate(c) for c in chunks],
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"total": len(chunks)
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}
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@router.get("/{chunk_id}", response_model=dict)
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async def get_chunk(project_id: UUID, chunk_id: UUID, db: AsyncSession = Depends(get_db)):
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"""Get chunk by ID"""
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result = await db.execute(
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select(Chunk).where(Chunk.id == chunk_id, Chunk.project_id == project_id)
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)
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chunk = result.scalar_one_or_none()
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if not chunk:
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raise HTTPException(status_code=404, detail="Chunk not found")
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return ChunkResponse.model_validate(chunk)
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@router.put("/{chunk_id}", response_model=dict)
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async def update_chunk(
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project_id: UUID,
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chunk_id: UUID,
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chunk: ChunkCreate,
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db: AsyncSession = Depends(get_db)
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):
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"""Update chunk"""
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result = await db.execute(
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select(Chunk).where(Chunk.id == chunk_id, Chunk.project_id == project_id)
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)
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db_chunk = result.scalar_one_or_none()
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if not db_chunk:
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raise HTTPException(status_code=404, detail="Chunk not found")
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for key, value in chunk.model_dump(exclude_unset=True).items():
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setattr(db_chunk, key, value)
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await db.commit()
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await db.refresh(db_chunk)
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return ChunkResponse.model_validate(db_chunk)
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@router.delete("/{chunk_id}", response_model=dict)
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async def delete_chunk(project_id: UUID, chunk_id: UUID, db: AsyncSession = Depends(get_db)):
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"""Delete chunk"""
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result = await db.execute(
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select(Chunk).where(Chunk.id == chunk_id, Chunk.project_id == project_id)
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)
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chunk = result.scalar_one_or_none()
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if not chunk:
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raise HTTPException(status_code=404, detail="Chunk not found")
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await db.delete(chunk)
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await db.commit()
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return {"message": "Chunk deleted successfully"}
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