Files
hermes-agent/plugins/web/parallel/provider.py

121 lines
4.4 KiB
Python

"""Parallel.ai web search (sync ``Parallel`` SDK) + async extract (``AsyncParallel``).
Env: ``PARALLEL_API_KEY`` (https://parallel.ai), optional
``PARALLEL_SEARCH_MODE`` = agentic (default) | fast | one-shot.
"""
from __future__ import annotations
import asyncio
import logging
import os
from typing import Any, Dict, List
from plugins.web._common import (
SEARCH_LIMIT_CAP,
BaseWebSearchProvider,
cached_sdk_client,
document,
keyless_variant_schema,
provider_env,
run_extract_async,
run_search,
search_ok,
use_keyless,
web_hit,
)
logger = logging.getLogger(__name__)
_MISSING_KEY = "PARALLEL_API_KEY environment variable not set. Get your API key at https://parallel.ai"
def _client(slot: str, cls_name: str) -> Any:
def _factory(api_key: str) -> Any:
import parallel # deliberately lazy
return getattr(parallel, cls_name)(api_key=api_key)
return cached_sdk_client(slot, "PARALLEL_API_KEY", _MISSING_KEY, "search.parallel", _factory)
def _get_sync_client() -> Any:
return _client("_parallel_client", "Parallel")
def _get_async_client() -> Any:
return _client("_async_parallel_client", "AsyncParallel")
# Names re-exported by tools.web_tools for existing tests/callers.
_get_parallel_client = _get_sync_client
_get_async_parallel_client = _get_async_client
def _resolve_search_mode() -> str:
mode = os.getenv("PARALLEL_SEARCH_MODE", "agentic").lower().strip()
return mode if mode in {"fast", "one-shot", "agentic"} else "agentic"
class ParallelWebSearchProvider(BaseWebSearchProvider):
"""Parallel.ai search + async extract provider."""
NAME = "parallel"
DISPLAY_NAME = "Parallel"
KEY_ENV = "PARALLEL_API_KEY"
EXTRACT = True
KEYLESS = True
def search(self, query: str, limit: int = 5) -> Dict[str, Any]:
def _body() -> Dict[str, Any]:
from plugins.web.keyless_mcp import search_with_failover
if use_keyless("parallel", provider_env("PARALLEL_API_KEY")):
logger.info("Parallel keyless search: '%s' (limit=%d)", query, limit)
return search_with_failover("parallel", query, limit)
mode = _resolve_search_mode()
logger.info("Parallel search: '%s' (mode=%s, limit=%d)", query, mode, limit)
response = _get_sync_client().beta.search(
search_queries=[query], objective=query, mode=mode, max_results=min(limit, SEARCH_LIMIT_CAP)
)
return search_ok([
web_hit(r.url or "", r.title or "", " ".join(r.excerpts or []), i + 1)
for i, r in enumerate(response.results or [])
])
return run_search("Parallel", logger, _body, sdk=True)
async def extract(self, urls: List[str], **kwargs: Any) -> List[Dict[str, Any]]:
async def _body() -> List[Dict[str, Any]]:
from plugins.web.keyless_mcp import extract_with_failover
if use_keyless("parallel", provider_env("PARALLEL_API_KEY")):
# Keyless ring is blocking HTTP — hop off the event loop.
logger.info("Parallel keyless extract: %d URL(s)", len(urls))
return await asyncio.to_thread(extract_with_failover, "parallel", list(urls))
logger.info("Parallel extract: %d URL(s)", len(urls))
response = await _get_async_client().beta.extract(urls=urls, full_content=True)
results = [
document(r.url or "", r.title or "", r.full_content or "\n\n".join(r.excerpts or []))
for r in response.results or []
]
for error in response.errors or []:
results.append({
"url": error.url or "", "title": "", "content": "",
"error": error.content or error.error_type or "extraction failed",
"metadata": {"sourceURL": error.url or ""},
})
return results
return await run_extract_async("Parallel", logger, urls, _body, sdk=True)
def get_setup_schema(self) -> Dict[str, Any]:
return keyless_variant_schema(
"Parallel", "PARALLEL_API_KEY", "https://parallel.ai",
free_tag="Objective-tuned search + page extraction on Parallel's anonymous free tier. Rate-limited under burst load.",
paid_tag="Objective-tuned search + parallel page extraction via the Parallel SDK. Unthrottled, guaranteed service.",
)