| """Non-secret configuration for the GAIA agent. | |
| WHAT LIVES WHERE | |
| - Secrets (Space → Settings → Variables and secrets): | |
| * HF_TOKEN — required, for HF Inference Providers | |
| * SERPER_API_KEY — required, for web search | |
| - Everything else (model IDs, providers, step limits, tool knobs) lives in | |
| this file. Edit values here and push — no secret changes needed. | |
| OVERRIDE RULES | |
| Any env var with the same name as a constant below will override the value at | |
| import time. This lets you A/B test from Space secrets without editing code. | |
| """ | |
| from __future__ import annotations | |
| import os | |
| def _env(name: str, default: str) -> str: | |
| return os.getenv(name, default) | |
| # --------------------------------------------------------------------------- | |
| # LLM that powers the CodeAgent (the "brain") | |
| # --------------------------------------------------------------------------- | |
| # Strong open-source options ranked by GAIA performance (as of 2026): | |
| # - "deepseek-ai/DeepSeek-V3-0324" (provider="together") ← default | |
| # - "Qwen/Qwen2.5-72B-Instruct" (provider="auto") | |
| # - "meta-llama/Llama-3.3-70B-Instruct" (provider="auto") | |
| # - "deepseek-ai/DeepSeek-R1-Distill-Llama-70B" (reasoning-tuned) | |
| AGENT_MODEL_ID = _env("AGENT_MODEL_ID", "Qwen/Qwen2.5-72B-Instruct") | |
| AGENT_PROVIDER = _env("AGENT_PROVIDER", "auto") | |
| AGENT_MAX_TOKENS = int(_env("AGENT_MAX_TOKENS", "4096")) | |
| # --------------------------------------------------------------------------- | |
| # Vision-language model (used by `analyze_image`) | |
| # --------------------------------------------------------------------------- | |
| VLM_MODEL_ID = _env("VLM_MODEL_ID", "Qwen/Qwen2.5-VL-72B-Instruct") | |
| VLM_PROVIDER = _env("VLM_PROVIDER", "auto") | |
| # --------------------------------------------------------------------------- | |
| # Speech-to-text model (used by `transcribe_audio`) | |
| # --------------------------------------------------------------------------- | |
| ASR_MODEL_ID = _env("ASR_MODEL_ID", "openai/whisper-large-v3") | |
| # --------------------------------------------------------------------------- | |
| # Agent loop knobs | |
| # --------------------------------------------------------------------------- | |
| # Max reasoning steps before the agent must commit to a final answer. | |
| MAX_STEPS = int(_env("AGENT_MAX_STEPS", "15")) | |
| # How often to interleave a planning step (0 = disabled). | |
| PLANNING_INTERVAL = int(_env("AGENT_PLANNING_INTERVAL", "4")) | |
| # Self-consistency: independent attempts per question. 3 = balanced, 5 = max. | |
| SELF_CONSISTENCY_N = int(_env("GAIA_SELF_CONSISTENCY_N", "3")) | |
| # --------------------------------------------------------------------------- | |
| # Tool defaults | |
| # --------------------------------------------------------------------------- | |
| SEARCH_RESULTS = int(_env("WEB_SEARCH_RESULTS", "10")) | |
| PAGE_MAX_CHARS = int(_env("READ_WEBPAGE_MAX_CHARS", "15000")) | |
| WIKI_SENTENCES = int(_env("WIKI_SENTENCES", "8")) | |
| # --------------------------------------------------------------------------- | |
| # GAIA scoring API | |
| # --------------------------------------------------------------------------- | |
| GAIA_API_URL = _env("GAIA_API_URL", "https://agents-course-unit4-scoring.hf.space") | |