Three sample documents so anyone can run RagFlowPro and judge its performance without supplying their own files. Two are small hand written business documents, and one is a real public SEC filing, so you can see it work on both clean text and a dense real world document.
| File | Type | Use case it demonstrates |
|---|---|---|
| acme_employee_handbook.txt | HR policy | Internal knowledge and policy lookup |
| nimbus_product_faq.txt | Product FAQ | Customer support and pricing questions |
| nvidia_10k_excerpt.txt | Real SEC 10-K excerpt (public filing) | Finance and analyst questions over a real document |
Start the stack first, then load the samples. For a fully local, no cost run with Ollama:
make db-up
ollama serve &
ollama pull nomic-embed-text
ollama pull llama3.2:3b
EMBEDDING_PROVIDER=ollama python scripts/load_sample_data.pyOr, once the stack is up, simply:
make load-samplesThen open the UI (make frontend, at http://localhost:8501), pick a model, and ask questions.
Use these to check performance. The answer should be grounded in the documents, and the last one should be declined rather than guessed.
Employee handbook:
- How many vacation days do new employees get? (15, rising to 25 after five years)
- What is the remote work policy? (up to three days per week, fully remote needs manager and HR approval)
- How many paid sick days are there? (10, separate from vacation)
Product FAQ:
- What does the Nimbus Pro plan cost? (49 dollars per month billed annually, or 59 month to month)
- What is the difference between the Free and Pro plans? (Free is one project and five thousand events, Pro is unlimited projects and two million events)
- What support do Enterprise customers get? (24 by 7 priority support with a 99.9 percent uptime guarantee)
NVIDIA 10-K:
- What are the building blocks of NVIDIA's platform? (GPUs, CPUs, CUDA, and networking)
- What are some of NVIDIA's risk factors? (it should summarize risks named in the filing)
Memory check (ask the second one right after the first, with no extra context):
- How many vacation days do new employees get?
- And what about after five years? (it should answer 25, using the earlier turn)
Honesty check (the answer is not in any document):
- What is Acme's parental leave policy? (it should say the documents do not cover this, not invent an answer)
These samples are for demonstration. For a real evaluation, load your own documents the same way and ask questions you already know the answers to.