mirror of
https://github.com/pewdiepie-archdaemon/odysseus.git
synced 2026-10-06 15:02:20 +02:00
pewdiepie-archdaemon
297ad19248
Unify conversational domain routing, preserve artifact completion evidence, replace provisional tool-round prose with terminal synthesis, and resolve verified maintainer review findings across search, frontend module identity, path policy, configuration, and built-in skill startup.
210 lines
8.0 KiB
Python
210 lines
8.0 KiB
Python
#!/usr/bin/env python3
|
|
"""Evaluate follow-up domain continuity against an OpenAI-compatible API."""
|
|
from __future__ import annotations
|
|
|
|
import argparse
|
|
import asyncio
|
|
import json
|
|
import random
|
|
import sqlite3
|
|
import sys
|
|
from collections import Counter
|
|
from pathlib import Path
|
|
|
|
import httpx
|
|
|
|
ROOT = Path(__file__).resolve().parents[1]
|
|
if str(ROOT) not in sys.path:
|
|
sys.path.insert(0, str(ROOT))
|
|
|
|
from src.tool_policy import ToolPolicy
|
|
from src.tool_routing_experiment import MODEL_CHOICE_MODE, select_experiment_inventory
|
|
from src.tool_schemas import FUNCTION_TOOL_SCHEMAS
|
|
from src.turn_contract import (
|
|
_families_for_tool,
|
|
canonical_tool,
|
|
requested_capabilities,
|
|
resolve_full_inventory_contract,
|
|
resolve_turn_contract,
|
|
)
|
|
|
|
|
|
FAMILY_TOOL = {
|
|
"search_browser": "web_search",
|
|
"notes": "manage_notes",
|
|
"documents": "manage_documents",
|
|
"email": "search_emails",
|
|
"calendar": "manage_calendar",
|
|
"tasks": "manage_tasks",
|
|
"skills": "manage_skills",
|
|
"memory": "manage_memory",
|
|
}
|
|
|
|
SUBJECTS = [
|
|
"Rocket League", "Project Juniper", "Aurora Seven", "Kyoto Railway Museum",
|
|
"Framework Laptop", "Blue Harbor", "Atlas Report", "Orion Browser",
|
|
"Maple Invoice", "Cobalt Launch", "Sakura Booking", "Nimbus Checklist",
|
|
]
|
|
|
|
FOLLOWUPS = [
|
|
"I searched {subject} and cannot find it",
|
|
"{subject} is not showing for me",
|
|
"where is {subject} listed",
|
|
"I looked for {subject} but got nothing",
|
|
"why does {subject} not appear in the results",
|
|
"still no sign of {subject}",
|
|
"the result for {subject} seems to be missing",
|
|
"I tried again and {subject} is absent",
|
|
]
|
|
|
|
|
|
def history(subject: str, family: str) -> list[dict]:
|
|
tool = FAMILY_TOOL[family]
|
|
return [
|
|
{"role": "user", "content": f"Find {subject}"},
|
|
{"role": "assistant", "content": f"I found information about {subject}.", "metadata": {
|
|
"tool_events": [{"tool": tool, "exit_code": 0, "error": False}],
|
|
}},
|
|
]
|
|
|
|
|
|
def build_cases(count: int, seed: int) -> list[dict]:
|
|
rng = random.Random(seed)
|
|
families = tuple(FAMILY_TOOL)
|
|
cases = []
|
|
for index in range(count):
|
|
source = families[index % len(families)]
|
|
subject = f"{rng.choice(SUBJECTS)} {index + 1}"
|
|
if index % 4:
|
|
prompt = rng.choice(FOLLOWUPS).format(subject=subject)
|
|
expected = source
|
|
kind = "continuation"
|
|
else:
|
|
target = families[(families.index(source) + 1 + index) % len(families)]
|
|
noun = {
|
|
"search_browser": "the web", "notes": "my notes",
|
|
"documents": "my documents", "email": "my email",
|
|
"calendar": "my calendar", "tasks": "my tasks",
|
|
"skills": "my skills", "memory": "my memories",
|
|
}[target]
|
|
prompt = f"Search {noun} for {subject} instead"
|
|
expected = target
|
|
kind = "explicit_switch"
|
|
cases.append({
|
|
"id": index + 1, "kind": kind, "source": source,
|
|
"expected": expected, "subject": subject, "prompt": prompt,
|
|
})
|
|
rng.shuffle(cases)
|
|
return cases
|
|
|
|
|
|
def contract_for(case: dict):
|
|
prior = history(case["subject"], case["source"])
|
|
policy = ToolPolicy()
|
|
capabilities = requested_capabilities(case["prompt"], prior)
|
|
inventory = resolve_full_inventory_contract(
|
|
schemas=FUNCTION_TOOL_SCHEMAS, policy=policy,
|
|
)
|
|
routed = resolve_turn_contract(
|
|
capabilities=capabilities, schemas=FUNCTION_TOOL_SCHEMAS, policy=policy,
|
|
)
|
|
contract = select_experiment_inventory(
|
|
inventory, routed, prior, MODEL_CHOICE_MODE, user_text=case["prompt"],
|
|
)
|
|
return prior, capabilities, contract
|
|
|
|
|
|
def endpoint_from_database(path: Path, session_id: str) -> tuple[str, str, dict]:
|
|
with sqlite3.connect(f"file:{path}?mode=ro", uri=True) as db:
|
|
row = db.execute(
|
|
"select endpoint_url, model, headers from sessions where id=?", (session_id,),
|
|
).fetchone()
|
|
if not row:
|
|
raise SystemExit(f"Session {session_id} was not found in {path}")
|
|
return row[0], row[1], json.loads(row[2] or "{}")
|
|
|
|
|
|
async def run_case(client, semaphore, endpoint, model, headers, case):
|
|
prior, capabilities, contract = contract_for(case)
|
|
schemas = contract.schemas()
|
|
exposed = {
|
|
family for schema in schemas
|
|
for family in _families_for_tool(canonical_tool(schema["function"]["name"]))
|
|
}
|
|
allowed_families = {case["expected"]}
|
|
if case["expected"] == "email":
|
|
allowed_families.add("contacts")
|
|
result = {**case, "capabilities": sorted(capabilities), "exposed": sorted(exposed)}
|
|
result["contract_ok"] = bool(exposed) and exposed <= allowed_families
|
|
payload = {
|
|
"model": model,
|
|
"messages": [
|
|
{"role": "system", "content": "Continue the conversation. Use an offered tool when evidence is needed."},
|
|
*[{"role": row["role"], "content": row["content"]} for row in prior],
|
|
{"role": "user", "content": case["prompt"]},
|
|
],
|
|
"tools": schemas,
|
|
"tool_choice": "auto",
|
|
"temperature": 0.7,
|
|
"max_tokens": 96,
|
|
}
|
|
async with semaphore:
|
|
for attempt in range(4):
|
|
try:
|
|
response = await client.post(endpoint, headers=headers, json=payload)
|
|
if response.status_code == 429 and attempt < 3:
|
|
await asyncio.sleep(1.5 * (attempt + 1))
|
|
continue
|
|
response.raise_for_status()
|
|
message = response.json()["choices"][0]["message"]
|
|
calls = message.get("tool_calls") or []
|
|
tools = [canonical_tool(call["function"]["name"]) for call in calls]
|
|
called_families = sorted({
|
|
family for tool in tools for family in _families_for_tool(tool)
|
|
})
|
|
result.update({"tools": tools, "called_families": called_families})
|
|
result["cross_domain"] = bool(set(called_families) - allowed_families)
|
|
result["expected_call"] = case["expected"] in called_families
|
|
return result
|
|
except Exception as exc:
|
|
if attempt == 3:
|
|
result["error"] = f"{type(exc).__name__}: {exc}"
|
|
return result
|
|
await asyncio.sleep(0.5 * (attempt + 1))
|
|
|
|
|
|
async def main(args):
|
|
endpoint, model, headers = endpoint_from_database(args.database, args.session_id)
|
|
cases = build_cases(args.count, args.seed)
|
|
timeout = httpx.Timeout(45, connect=10)
|
|
semaphore = asyncio.Semaphore(args.concurrency)
|
|
async with httpx.AsyncClient(timeout=timeout) as client:
|
|
results = await asyncio.gather(*(
|
|
run_case(client, semaphore, endpoint, model, headers, case)
|
|
for case in cases
|
|
))
|
|
summary = {
|
|
"count": len(results),
|
|
"contract_pass": sum(bool(row.get("contract_ok")) for row in results),
|
|
"cross_domain_calls": sum(bool(row.get("cross_domain")) for row in results),
|
|
"expected_tool_calls": sum(bool(row.get("expected_call")) for row in results),
|
|
"no_tool": sum(not row.get("tools") and not row.get("error") for row in results),
|
|
"errors": sum("error" in row for row in results),
|
|
"kinds": Counter(row["kind"] for row in results),
|
|
}
|
|
output = {"summary": summary, "results": results}
|
|
args.output.write_text(json.dumps(output, indent=2, default=dict) + "\n")
|
|
print(json.dumps(summary, indent=2, default=dict))
|
|
raise SystemExit(1 if summary["contract_pass"] != len(results) or summary["cross_domain_calls"] else 0)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
parser = argparse.ArgumentParser()
|
|
parser.add_argument("--count", type=int, default=500)
|
|
parser.add_argument("--concurrency", type=int, default=12)
|
|
parser.add_argument("--seed", type=int, default=20260921)
|
|
parser.add_argument("--database", type=Path, required=True)
|
|
parser.add_argument("--session-id", required=True)
|
|
parser.add_argument("--output", type=Path, required=True)
|
|
asyncio.run(main(parser.parse_args()))
|