[2026-01-21] [Documentation] [COMPLETED] ACHIEVEMENT.md - Project Success Report

Enhance YouTube video processing with transcript and frame analysis modes

refactor: suppress noisy third-party logs

ui: move Test & Debug tab after Full Evaluation

feat: system error field, calculator fix, target task IDs, course vs GAIA docs

Change UI default LLM provider from Groq to HuggingFace

Phase 0 Prep: Cache restructure, Vision investigation, HF integration plan

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Fix bug

Add Groundtruth Answer Column

UI Control for Question Limit

Integrate benchmark dataset with results from HF as groundtruth

Fix Correct-Column in Report

Update JSON export with execution time and correct flags

Async Implementation

Add UI-based LLM provider selection for cloud testing

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Feat: Add markdown export for GAIA evaluation results

Feat: Add HuggingFace Inference API as free LLM fallback tier

Stage 1: Foundation Setup - LangGraph agent with isolated environment

16.12.2025 - project analysis

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