oclaw/platform/llm/tool_schema.py
oliver ba3836f00f 初始化:独立 oclaw 仓库首提交
- 在 oclaw/ 下重新初始化 Git 仓库
- 补齐子仓库 .gitignore,避免提交本地运行态数据(_local、node_modules、logs 等)
- 提交当前工程代码与配置

Made-with: Cursor
2026-04-24 22:31:22 +08:00

103 lines
3.4 KiB
Python

from __future__ import annotations
import json
import logging
import os
from typing import Any
logger = logging.getLogger(__name__)
_MIN_TOOL_PARAMETERS: dict[str, Any] = {"type": "object", "additionalProperties": True}
def openai_tools_json_byte_length(tools: list[dict[str, Any]]) -> int:
try:
return len(json.dumps(tools, ensure_ascii=False, default=str))
except Exception:
return 0
def shrink_openai_tools_payload_for_api(tools: list[dict[str, Any]], *, max_json_bytes: int) -> list[dict[str, Any]]:
"""Shrink OpenAI ``tools`` JSON for strict OpenAI-compatible gateways."""
if not tools or max_json_bytes <= 0:
return tools
if openai_tools_json_byte_length(tools) <= max_json_bytes:
return tools
flat: list[dict[str, Any]] = []
for t in tools:
if not isinstance(t, dict) or str(t.get("type") or "") != "function":
continue
fn = t.get("function")
if not isinstance(fn, dict):
continue
name = str(fn.get("name") or "").strip()
if not name:
continue
desc = str(fn.get("description") or "")
flat.append({"type": "function", "function": {"name": name, "description": desc, "parameters": dict(_MIN_TOOL_PARAMETERS)}})
if not flat:
return tools
def _serialized_with_desc_cap(cap: int) -> str:
trimmed: list[dict[str, Any]] = []
for x in flat:
fn0 = x["function"]
trimmed.append(
{
"type": "function",
"function": {
"name": fn0["name"],
"description": (fn0.get("description") or "")[: max(0, cap)],
"parameters": fn0["parameters"],
},
}
)
return json.dumps(trimmed, ensure_ascii=False, default=str)
lo, hi = 0, min(8000, max_json_bytes)
best_cap = 0
while lo <= hi:
mid = (lo + hi) // 2
s = _serialized_with_desc_cap(mid)
if len(s) <= max_json_bytes:
best_cap = mid
lo = mid + 1
else:
hi = mid - 1
out_obj: list[dict[str, Any]] = json.loads(_serialized_with_desc_cap(best_cap))
blob = json.dumps(out_obj, ensure_ascii=False, default=str)
dropped = 0
while len(out_obj) > 8 and len(blob) > max_json_bytes:
out_obj.pop()
dropped += 1
blob = json.dumps(out_obj, ensure_ascii=False, default=str)
logger.warning(
"Shrunk OpenAI tools[] for API size limits: count=%d max_json_bytes=%d desc_cap=%d dropped=%d final_bytes=%d",
len(out_obj),
max_json_bytes,
best_cap,
dropped,
len(blob),
)
return out_obj
def default_max_openai_tools_json_bytes(base_url: str | None) -> int | None:
raw = str(os.getenv("AIA_OPENAI_TOOLS_MAX_JSON_CHARS") or "").strip()
if raw.isdigit():
return max(2000, int(raw))
u = (base_url or "").lower()
if "dashscope.aliyuncs.com" in u:
return 28000
if str(os.getenv("AIA_SHRINK_OPENAI_TOOLS") or "").strip().lower() in ("1", "true", "yes", "on"):
mx = str(os.getenv("AIA_SHRINK_OPENAI_TOOLS_MAX_JSON") or "28000").strip()
return max(2000, int(mx)) if mx.isdigit() else 28000
return None
__all__ = [
"default_max_openai_tools_json_bytes",
"openai_tools_json_byte_length",
"shrink_openai_tools_payload_for_api",
]