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## Summary - keep the native Docling chunking path when it returns usable chunks - fall back to the standard Docling response parser when a chunked request gets HTTP 200 but returns no usable chunks - add a regression test for older Docling servers that accept the chunking request but return a standard conversion payload ## Why Older external Docling servers can accept a request containing `do_chunking: true` and still return the standard conversion response shape. The current code treats any HTTP 200 from the chunked request as a native chunk response, finds no chunk entries, and returns zero sections without trying the standard response parser. Fixes #15569. ## Validation - `python -m pytest test\\unit_test\\deepdoc\\parser\\test_docling_parser_remote.py -q` - `python -m py_compile deepdoc\\parser\\docling_parser.py test\\unit_test\\deepdoc\\parser\\test_docling_parser_remote.py` - `python -m ruff check deepdoc\\parser\\docling_parser.py test\\unit_test\\deepdoc\\parser\\test_docling_parser_remote.py` - `git diff --check`
(1). Deploy RAGFlow services and images
https://ragflow.io/docs/build_docker_image
(2). Configure the required environment for testing
Install Python dependencies (including test dependencies):
uv sync --python 3.13 --only-group test --no-default-groups --frozen
Activate the environment:
source .venv/bin/activate
Install SDK:
uv pip install sdk/python
Modify the .env file: Add the following code:
COMPOSE_PROFILES=${COMPOSE_PROFILES},tei-cpu
TEI_MODEL=BAAI/bge-small-en-v1.5
RAGFLOW_IMAGE=infiniflow/ragflow:v0.25.6 #Replace with the image you are using
Start the container（wait two minutes）:
docker compose -f docker/docker-compose.yml up -d
(3). Test Elasticsearch
a) Run sdk tests against Elasticsearch:
export HTTP_API_TEST_LEVEL=p2
export HOST_ADDRESS=http://127.0.0.1:9380 # Ensure that this port is the API port mapped to your localhost
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api
b) Run http api tests against Elasticsearch:
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api
(4). Test Infinity
Modify the .env file:
DOC_ENGINE=${DOC_ENGINE:-infinity}
Start the container:
docker compose -f docker/docker-compose.yml down -v
docker compose -f docker/docker-compose.yml up -d
a) Run sdk tests against Infinity:
DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api
b) Run http api tests against Infinity:
DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api