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Environment:Iamhankai Forest of Thought OpenAI API Credentials

From Leeroopedia
Knowledge Sources
Domains Infrastructure, LLMs
Last Updated 2026-02-14 03:30 GMT

Overview

OpenAI API credentials environment providing `OPENAI_API_KEY` and optional `OPENAI_API_BASE` for GPT-based reasoning in the Forest-of-Thought framework.

Description

This environment defines the API credentials required when using the OpenAI GPT backend (GPT-4, GPT-3.5-turbo, GPT-4o) instead of locally loaded models. The `models/models.py` module reads the API key from the `OPENAI_API_KEY` environment variable and optionally overrides the API base URL via `OPENAI_API_BASE`. The code defaults to a third-party proxy endpoint (`https://api.chatanywhere.tech/v1`) if no custom base URL is provided.

This environment is optional — the primary workflow uses locally loaded HuggingFace models. The OpenAI path is used only when the `--backend` argument contains `"gpt"` (e.g., in `methods/bfs.py:L99` and `scripts/game24/run.py`).

Usage

Use this environment when running Forest-of-Thought experiments with GPT-4 or GPT-3.5-turbo as the backend model. This is primarily used in the Game24 BFS workflow when `--backend gpt-4` is specified, and in the MCTS task when `propose_method='gpt'`.

System Requirements

Category Requirement Notes
Network Internet access Required to reach OpenAI API endpoints
Python `openai` == 0.27.7 Pinned version in requirements.txt
Python `backoff` == 2.2.1 For exponential backoff on API errors (commented out but available)

Dependencies

Python Packages

  • `openai` == 0.27.7
  • `backoff` == 2.2.1

Credentials

The following environment variables must be set:

  • `OPENAI_API_KEY`: OpenAI API key for authentication. The code prints a warning if unset but does not raise an error immediately.
  • `OPENAI_API_BASE` (optional): Custom API base URL. If unset, defaults to `https://api.chatanywhere.tech/v1`.

Quick Install

pip install openai==0.27.7 backoff==2.2.1

# Set credentials
export OPENAI_API_KEY="your-api-key-here"
# Optional: override API endpoint
export OPENAI_API_BASE="https://api.openai.com/v1"

Code Evidence

API key loading from `models/models.py:L9-13`:

api_key = os.getenv("OPENAI_API_KEY", "")
if api_key != "":
    openai.api_key = api_key
else:
    print("Warning: OPENAI_API_KEY is not set")

Custom base URL override from `models/models.py:L15-18`:

api_base = os.getenv("OPENAI_API_BASE", "")
if api_base != "":
    print("Warning: OPENAI_API_BASE is set to {}".format(api_base))
    openai.api_base = api_base

Hardcoded proxy endpoint in `models/models.py:L21-25`:

client = OpenAI(
    api_key=api_key,
    base_url="https://api.chatanywhere.tech/v1"
)

GPT backend detection in `methods/bfs.py:L99`:

if 'gpt' in args.backend:
    response = llm(propose_prompt, n=1, stop=None)[0].split('\n')

Common Errors

Error Message Cause Solution
`Warning: OPENAI_API_KEY is not set` `OPENAI_API_KEY` environment variable not configured Set `export OPENAI_API_KEY="sk-..."` before running
`openai.error.AuthenticationError` Invalid or expired API key Verify your API key at https://platform.openai.com/api-keys
`openai.error.RateLimitError` API rate limit exceeded The `backoff` library is available for retry logic; reduce concurrent requests

Compatibility Notes

  • API Version: Uses `openai` == 0.27.7 (legacy SDK). The code also imports `from openai import OpenAI` (v1.x style), creating a version mismatch. The pinned version in `requirements.txt` should be used.
  • Proxy Endpoint: The hardcoded base URL `https://api.chatanywhere.tech/v1` is a third-party proxy. Set `OPENAI_API_BASE` to use the official OpenAI endpoint instead.
  • Cost Tracking: The `gpt_usage()` function in `models/models.py` tracks token costs for GPT-4, GPT-3.5-turbo, and GPT-4o.

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