Quick start
Extract text:
from llama_cloud_services import LlamaParse
parser = LlamaParse( parse_mode="parse_page_with_agent", model="openai-gpt-4-1-mini", high_res_ocr=True, adaptive_long_table=True, outlined_table_extraction=True, output_tables_as_HTML=True, result_type="markdown", project_id=project_id, organization_id=organization_id, )
result = parser.parse("./my_file.pdf") documents = result.get_markdown_documents(split_by_page=True)
full_text = ""
for document in documents: full_text += document.text + "\n\n---\n\n"
For more detailed code implementations, see [REFERENCE.md](REFERENCE.md).
## Requirements
The `llama_cloud_services` package must be installed in your environment:
```bash
pip install llama_cloud_services
And the LLAMA_CLOUD_API_KEY must be available as an environment variable:
export LLAMA_CLOUD_API_KEY="..."