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b35a212 5227ce9 | 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 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 | from agents import Runner
from search_agent import search_agent
from planner_agent import planner_agent, WebSearchItem, WebSearchPlan
from writer_agent import writer_agent, ReportData
from email_agent import email_agent
import asyncio
import json
class ResearchManager:
async def run(self, query: str):
""" Run the deep research process, yielding status updates and the final report """
# 1. Removed the 'with trace' block to stop the 401 API Key error
print("Starting research...")
yield "Starting research process..."
try:
# 2. Plan Searches
search_plan = await self.plan_searches(query)
yield f"Searches planned ({len(search_plan.searches)} queries), starting to search..."
# 3. Perform Searches
search_results = await self.perform_searches(search_plan)
yield f"Searches complete ({len(search_results)} results found), writing report..."
# 4. Write Report
report = await self.write_report(query, search_results)
yield "Report written, sending email..."
# 5. Send Email
await self.send_email(report)
yield "Email sent, research complete!"
# 6. Final Output
yield report.markdown_report
except Exception as e:
yield f"Error during research: {str(e)}"
async def plan_searches(self, query: str) -> WebSearchPlan:
""" Plan the searches to perform for the query """
print("Planning searches...")
result = await Runner.run(
planner_agent,
f"Query: {query}",
)
# Manually parse the JSON string from Groq
import json
try:
# Clean possible markdown formatting if the model adds it
raw_content = str(result.final_output).strip().replace("```json", "").replace("```", "")
data = json.loads(raw_content)
plan = WebSearchPlan(**data)
print(f"Will perform {len(plan.searches)} searches")
return plan
except Exception as e:
print(f"Failed to parse plan: {e}")
# Fallback to an empty plan to prevent crash
return WebSearchPlan(searches=[])
async def perform_searches(self, search_plan: WebSearchPlan) -> list[str]:
""" Perform the searches to perform for the query """
print("Searching...")
num_completed = 0
tasks = [asyncio.create_task(self.search(item)) for item in search_plan.searches]
results = []
for task in asyncio.as_completed(tasks):
result = await task
if result is not None:
results.append(result)
num_completed += 1
print(f"Searching... {num_completed}/{len(tasks)} completed")
print("Finished searching")
return results
async def search(self, item: WebSearchItem) -> str | None:
""" Perform a search for the query """
input = f"Search term: {item.query}\nReason for searching: {item.reason}"
try:
result = await Runner.run(
search_agent,
input,
)
return str(result.final_output)
except Exception:
return None
async def write_report(self, query: str, search_results: list[str]) -> ReportData:
""" Write the report for the query """
print("Thinking about report...")
input = f"Original query: {query}\nSummarized search results: {search_results}"
result = await Runner.run(
writer_agent,
input,
)
raw_content = str(result.final_output).strip().replace("```json", "").replace("```", "")
data = json.loads(raw_content)
return ReportData(**data)
async def send_email(self, report: ReportData) -> None:
print("Writing email...")
result = await Runner.run(
email_agent,
report.markdown_report,
)
print("Email sent")
return report |