File size: 2,407 Bytes
674fb4e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | from fastapi import APIRouter, Depends, HTTPException, BackgroundTasks, Request, UploadFile, File, Form, Query
from typing import List, Dict, Any, Optional
from ...core.neo4j_store import Neo4jStore
from ...retrieval.agent import AgentRetrievalSystem
from ...ingestion.pipeline import IngestionPipeline
from ...config import settings
from ...api.models import *
from ...api.auth import get_current_user, User
import redis
from ..dependencies import get_graph_store, get_retrieval_agent, get_ingestion_pipeline, get_redis_client
router = APIRouter()
from ...core.storage import get_storage
storage = get_storage()
@router.post("/api/report", response_model=ReportResponse, tags=["Report"])
async def generate_report(
request: ReportRequest,
current_user: User = Depends(get_current_user),
):
"""
Generate an analytical report using the full ReACT ReportAgent.
The agent:
1. Decomposes the topic into sub-questions
2. Iteratively calls InsightForge / PanoramaSearch / QuickSearch tools
3. Writes each section from retrieved knowledge graph data
4. Compiles a structured markdown report
Inspired by MiroFish's report_agent.py + InsightForge/PanoramaSearch/QuickSearch.
"""
llm = UnifiedLLMProvider(provider=settings.default_llm_provider)
agent = ReportAgent(store=request.app.state.graph_store, llm=llm)
result = await agent.generate_report(
topic=request.topic,
report_type=request.report_type or "detailed",
target_entity=request.target_entity,
)
return ReportResponse(
topic=result.topic,
executive_summary=result.executive_summary,
sections=result.sections,
key_entities=result.key_entities,
confidence=result.confidence,
tool_calls_made=result.tool_calls_made,
generated_at=result.generated_at,
markdown=result.markdown,
)
# ═══════════════════════════════════════════════════════════════════════════
# MiroFish Point 3b: Entity Interview ("Talk to an Entity")
# ═══════════════════════════════════════════════════════════════════════════
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