Best LLM for Accounting? Evaluation App with Ollama + Streamlit #LLM #AI #Accounting #Audit #Tax

Want to know which LLM is best for accounting tasks?
This video introduces a cutting-edge Streamlit app that benchmarks large language models (LLMs) on accounting-specific questions using structured, expert-led rubrics. Whether you're an accounting firm, AI developer, or educator, this tool helps you evaluate clarity, accuracy, and completeness of AI-generated answers in a secure, local environment powered by Ollama.

🔍 Features Covered in the Video:

Benchmark multiple LLMs (LLaMA 3, Mistral, Gemma, etc.)

Generate domain-specific accounting questions (easy to advanced)

Score responses using structured rubrics and an evaluator model

Store and audit all results with SQLite

Visualize performance in real time via dashboards and cards

Ideal for model comparison, compliance testing, and fine-tuning

🛠️ Tech Stack:

Python 3.8+

Streamlit

Ollama (local LLM runtime)

SQLite

💼 Best for:

Accounting and audit firms evaluating AI

EdTech instructors and accounting educators

AI engineers benchmarking model performance

CPA and CFE teams ensuring AI compliance

🔗 Setup Guide:

Clone the repo

pip install -r requirements.txt

Start the Ollama server: ollama serve

Launch: streamlit run app.py

🎯 Ready to level up your accounting AI evaluations?
Watch the demo and explore the code to start benchmarking with confidence.

🔗: github.com/Jules04711/llm-accounting-eval