Add app\api\v1\proposai.py
Browse files- app//api//v1//proposai.py +136 -0
app//api//v1//proposai.py
ADDED
|
@@ -0,0 +1,136 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# app/api/v1/proposai.py
|
| 2 |
+
import asyncio
|
| 3 |
+
import hashlib
|
| 4 |
+
import time
|
| 5 |
+
from typing import List
|
| 6 |
+
|
| 7 |
+
from fastapi import APIRouter, Depends, HTTPException, BackgroundTasks, status
|
| 8 |
+
from sqlalchemy.ext.asyncio import AsyncSession
|
| 9 |
+
from sqlalchemy import select, func
|
| 10 |
+
|
| 11 |
+
from app.api import deps
|
| 12 |
+
from app.schemas.proposal import (
|
| 13 |
+
ProposalCreate,
|
| 14 |
+
ProposalResponse,
|
| 15 |
+
ProposalUpdate,
|
| 16 |
+
SpecificAimsRequest,
|
| 17 |
+
SpecificAimsResponse,
|
| 18 |
+
SeedPaperRef
|
| 19 |
+
)
|
| 20 |
+
from app.services.proposai.engine import ProposAIEngine
|
| 21 |
+
from app.tasks.proposai_generation import trigger_proposai_task
|
| 22 |
+
from app.models.proposal import Proposal, ProposalStatus, FunderCache
|
| 23 |
+
|
| 24 |
+
router = APIRouter()
|
| 25 |
+
engine = ProposAIEngine()
|
| 26 |
+
|
| 27 |
+
|
| 28 |
+
@router.post("/init", response_model=ProposalResponse, status_code=status.HTTP_201_CREATED)
|
| 29 |
+
async def init_strategic_proposal(
|
| 30 |
+
req: ProposalCreate,
|
| 31 |
+
db: AsyncSession = Depends(deps.get_db),
|
| 32 |
+
current_user=Depends(deps.get_current_active_user)
|
| 33 |
+
):
|
| 34 |
+
"""
|
| 35 |
+
Initiates the strategic proposal development workflow.
|
| 36 |
+
|
| 37 |
+
Performs real-time:
|
| 38 |
+
1. Gap Detection: Identifies 'white space' in the research landscape.
|
| 39 |
+
2. Funder Matching: Aligns research question with NIH/global requirements.
|
| 40 |
+
"""
|
| 41 |
+
start_time = time.time()
|
| 42 |
+
|
| 43 |
+
# Prepare Seed Metadata
|
| 44 |
+
seed_refs = [SeedPaperRef(doi=doi, title="Context Paper") for doi in req.seed_papers_list]
|
| 45 |
+
|
| 46 |
+
# Run Instant Intelligence (Gaps and Funders)
|
| 47 |
+
gaps_task = engine.find_gaps(db, req.research_question, seed_refs)
|
| 48 |
+
funders_task = engine.match_funders(db, req.research_question, req.target_agencies)
|
| 49 |
+
|
| 50 |
+
gap_analysis, funder_matches = await asyncio.gather(gaps_task, funders_task)
|
| 51 |
+
|
| 52 |
+
# Initialize Proposal Record
|
| 53 |
+
proposal_id = hashlib.sha256(
|
| 54 |
+
f"{current_user.id}:{req.title}:{time.time()}".encode()
|
| 55 |
+
).hexdigest()[:16]
|
| 56 |
+
|
| 57 |
+
new_proposal = Proposal(
|
| 58 |
+
id=proposal_id,
|
| 59 |
+
user_id=current_user.id,
|
| 60 |
+
title=req.title,
|
| 61 |
+
research_question=req.research_question,
|
| 62 |
+
status=ProposalStatus.DRAFT.value
|
| 63 |
+
)
|
| 64 |
+
new_proposal.set_seed_papers_list(req.seed_papers_list)
|
| 65 |
+
new_proposal.set_foa_matches_list([f.foa_number for f in funder_matches])
|
| 66 |
+
|
| 67 |
+
db.add(new_proposal)
|
| 68 |
+
await db.commit()
|
| 69 |
+
await db.refresh(new_proposal)
|
| 70 |
+
|
| 71 |
+
# Assemble Response
|
| 72 |
+
return ProposalResponse(
|
| 73 |
+
**new_proposal.__dict__,
|
| 74 |
+
gap_analysis=gap_analysis,
|
| 75 |
+
funder_matches_list=funder_matches,
|
| 76 |
+
latency_ms=int((time.time() - start_time) * 1000)
|
| 77 |
+
)
|
| 78 |
+
|
| 79 |
+
|
| 80 |
+
@router.post("/generate-aims", status_code=status.HTTP_202_ACCEPTED)
|
| 81 |
+
async def generate_specific_aims(
|
| 82 |
+
req: SpecificAimsRequest,
|
| 83 |
+
background_tasks: BackgroundTasks,
|
| 84 |
+
db: AsyncSession = Depends(deps.get_db),
|
| 85 |
+
current_user=Depends(deps.get_current_active_user)
|
| 86 |
+
):
|
| 87 |
+
"""
|
| 88 |
+
Triggers the 5-part research proposal architecture generation.
|
| 89 |
+
Delegates heavy compute (Specific Aims generation) to background workers.
|
| 90 |
+
"""
|
| 91 |
+
# Verify proposal ownership
|
| 92 |
+
result = await db.execute(
|
| 93 |
+
select(Proposal).where(Proposal.id == req.proposal_id, Proposal.user_id == current_user.id)
|
| 94 |
+
)
|
| 95 |
+
proposal = result.scalar_one_or_none()
|
| 96 |
+
if not proposal:
|
| 97 |
+
raise HTTPException(status_code=404, detail="Proposal record not found")
|
| 98 |
+
|
| 99 |
+
# Enqueue background task
|
| 100 |
+
background_tasks.add_task(
|
| 101 |
+
trigger_proposai_task,
|
| 102 |
+
proposal_id=proposal.id,
|
| 103 |
+
hypothesis=req.hypothesis,
|
| 104 |
+
innovation_claim=req.innovation_claim
|
| 105 |
+
)
|
| 106 |
+
|
| 107 |
+
return {"proposal_id": proposal.id, "status": "generating"}
|
| 108 |
+
|
| 109 |
+
|
| 110 |
+
@router.get("/{proposal_id}", response_model=ProposalResponse)
|
| 111 |
+
async def get_proposal_status(
|
| 112 |
+
proposal_id: str,
|
| 113 |
+
db: AsyncSession = Depends(deps.get_db),
|
| 114 |
+
current_user=Depends(deps.get_current_active_user)
|
| 115 |
+
):
|
| 116 |
+
"""Retrieves the current state and results of a proposal development job."""
|
| 117 |
+
result = await db.execute(
|
| 118 |
+
select(Proposal).where(Proposal.id == proposal_id, Proposal.user_id == current_user.id)
|
| 119 |
+
)
|
| 120 |
+
proposal = result.scalar_one_or_none()
|
| 121 |
+
if not proposal:
|
| 122 |
+
raise HTTPException(status_code=404, detail="Proposal not found")
|
| 123 |
+
|
| 124 |
+
return proposal
|
| 125 |
+
|
| 126 |
+
|
| 127 |
+
@router.get("/health/engine")
|
| 128 |
+
async def get_proposai_health(db: AsyncSession = Depends(deps.get_db)):
|
| 129 |
+
"""System health check for ProposAI caches and model connectivity."""
|
| 130 |
+
funder_count = await db.scalar(select(func.count()).select_from(FunderCache))
|
| 131 |
+
return {
|
| 132 |
+
"status": "ok",
|
| 133 |
+
"funder_cache_size": funder_count,
|
| 134 |
+
"compute_mode": "hybrid_delegation",
|
| 135 |
+
"fallback_available": True
|
| 136 |
+
}
|