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Summary of the issue

I have been trying to programmatically run Conversation Bot created in Dialogflow using Python.
In This process I am trying to override the default summarization prompt being used for the DataStore based bot to answer the question. It seems like the information in query param is being ignored, Any help would be appreciated.

API client name and version

No response

Reproduction steps: code

import timeimport uuidfrom google.cloud.dialogflowcx_v3beta1 import (SessionsClient,DetectIntentRequest,TextInput,QueryInput,AgentsClient,QueryParameters,GenerativeSettings,LlmModelSettings,)from google.api_core.client_options import ClientOptionsfrom google.protobuf import json_formatstart_pipeline = time.time()def extract_search_snippets(query_result):return (query_result.data_store_connection_signals.search_snippets,query_result.data_store_connection_signals.cited_snippets,)def extract_safety_and_grounding_sginals(query_result):  return (  [query_result.data_store_connection_signals.grounding_signals],  [query_result.data_store_connection_signals.safety_signals],  )custom_prompt = “”"Please reply to this query in not more than 1 sentence.Sources:$sources$conversationHuman: $original-queryAI:“”"def init():project_id = “”location_id = “global”agent_id = “”agent_path = f"projects/{project_id}/locations/{location_id}/agents/{agent_id}"def get_response_text(agent: str, session_id: str, texts: list[str], language_code: str):    agent_components = AgentsClient.parse_agent_path(agent)    location_id = agent_components["location"]    client_options = None    if location_id != "global":        api_endpoint = f"{location_id}-dialogflow.googleapis.com:443"        client_options = ClientOptions(api_endpoint=api_endpoint)    session_client = SessionsClient(client_options=client_options)    session_path = f"{agent}/sessions/{session_id}"    response_messages = []    search_snippets = []    cited_snippets = []    grounding_signal = []    safety_signal = []    from google.protobuf import json_format    for text in texts:        text_input = TextInput(text=text)        query_input = QueryInput(text=text_input, language_code=language_code)        query_params = None        if custom_prompt:            llm_settings = LlmModelSettings(prompt_text=custom_prompt)            # gen_settings = GenerativeSettings(llm_model_settings=llm_settings)            # gen_settings_dict = json_format.MessageToDict(gen_settings._pb)            llm_settings = json_format.MessageToDict(llm_settings._pb)            # print(gen_settings_dict)            # query_params = QueryParameters(generative_settings=gen_settings)            query_params = QueryParameters(parameters={"llmModelSettings": llm_settings})        request = DetectIntentRequest(session=session_path, query_input=query_input, query_params=query_params)        response = session_client.detect_intent(request=request)        response_messages += [            " ".join(msg.text.text) for msg in response.query_result.response_messages if msg.text        ]        ss, cs = extract_search_snippets(response.query_result)        gs, ts = extract_safety_and_grounding_sginals(response.query_result)        search_snippets += ss        cited_snippets += cs        grounding_signal += gs        safety_signal += ts    return (        " ".join(response_messages),        search_snippets,        cited_snippets,        grounding_signal,        safety_signal,    )return (    get_response_text,    agent_path,)

Reproduction steps: supporting files

No response

Reproduction steps: actual results

file: output.txtmydata.csv

Calculated: foo

Reproduction steps: expected results

file: output.txtmydata.csv

Calculated: bar

OS & version + platform

No response

Python environment

No response

Python dependencies

Python Version: 3.11.14

absl-py==2.3.1
aioconsole==0.8.2
aiofiles==23.2.1
aiohappyeyeballs==2.6.1
aiohttp==3.13.1
aiosignal==1.4.0
alembic==1.17.0
amqp==5.3.1
annotated-types==0.7.0
anthropic==0.71.0
anyio==4.11.0
appdirs==1.4.4
argon2-cffi==25.1.0
argon2-cffi-bindings==25.1.0
arrow==1.4.0
art==6.5
asttokens==3.0.0
astunparse==1.6.3
async-lru==2.0.5
attrs==25.4.0
autocommand==2.2.2
autopep8==2.3.2
azure-ai-contentsafety==1.0.0
azure-ai-inference==1.0.0b9
azure-core==1.36.0
azure-identity==1.25.1
azure-storage-blob==12.27.0
babel==2.17.0
backoff==2.2.1
backports.tarfile==1.2.0
bcrypt==5.0.0
beautifulsoup4==4.14.2
bedrock-agentcore==1.0.4
bedrock-agentcore-starter-toolkit==0.1.26
billiard==4.2.2
bleach==6.2.0
blinker==1.9.0
blis==1.3.0
boto3==1.40.57
botocore==1.40.57
build==1.3.0
cached-property==2.0.1
cachetools==6.2.1
catalogue==2.0.10
celery==5.5.3
certifi==2025.10.5
certipy==0.2.2
cffi==2.0.0
chardet==5.2.0
charset-normalizer==3.4.4
chromadb==1.2.1
cleanlab==2.6.5
cleanlab-tlm==1.1.36
cleanvision==0.3.6
click==8.2.1
click-didyoumean==0.3.1
click-plugins==1.1.1.2
click-repl==0.3.0
cloudpathlib==0.23.0
colorama==0.4.6
coloredlogs==15.0.1
comm==0.2.3
confection==0.1.5
configurable-http-proxy==0.4.0
confusable-homoglyphs==3.3.1
confusables==1.2.0
contourpy==1.3.3
cramjam==2.11.0
cryptography==46.0.3
cycler==0.12.1
cymem==2.0.11
dataclasses-json==0.6.7
datasets==4.2.0
debugpy==1.8.17
decorator==5.2.1
deepeval==3.3.9
defusedxml==0.7.1
detoxify==0.5.2
dill==0.4.0
diskcache==5.6.3
distro==1.9.0
dnspython==2.8.0
docstring_parser==0.17.0
docxcompose==1.4.0
docxtpl==0.20.1
duckdb==1.4.1
duckdb_engine==0.17.0
duckduckgo_search==8.1.1
durationpy==0.10
dynaconf==3.2.12
email-validator==2.3.0
et_xmlfile==2.0.0
execnet==2.1.1
executing==2.2.1
fastapi==0.119.1
fastapi-cli==0.0.14
fastapi-cloud-cli==0.3.1
fastjsonschema==2.21.2
fastparquet==2024.11.0
filelock==3.20.0
filetype==1.2.0
Flask==3.1.2
flatbuffers==25.9.23
fonttools==4.60.1
fpdf2==2.8.4
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.8.0
fs==2.4.16
fsspec==2025.9.0
gast==0.6.0
genguardx==2025.10.24+g7487a6712
get-annotations==0.1.2
google-ai-generativelanguage==0.9.0
google-api-core==2.27.0
google-auth==2.41.1
google-cloud-dialogflow-cx==2.0.0
google-cloud-modelarmor==0.3.0
google-genai==1.46.0
google-pasta==0.2.0
googleapis-common-protos==1.71.0
greenlet==3.2.4
grpcio==1.76.0
grpcio-status==1.76.0
guidance==0.3.0
guidance-stitch==0.1.5
gunicorn==23.0.0
h11==0.16.0
h2==4.3.0
h2o==3.46.0.8
h5py==3.15.1
hf-xet==1.1.10
hpack==4.1.0
httpcore==1.0.9
httptools==0.7.1
httpx==0.28.1
httpx-sse==0.4.3
huggingface-hub==0.35.3
humanfriendly==10.0
hyperframe==6.1.0
idna==3.11
ImageHash==4.3.2
importlib_metadata==8.7.0
importlib_resources==6.5.2
inflect==7.3.1
iniconfig==2.3.0
ipykernel==7.0.1
ipython==9.6.0
ipython_pygments_lexers==1.1.1
ipywidgets==8.1.7
isodate==0.7.2
isoduration==20.11.0
itsdangerous==2.2.0
jaraco.collections==5.1.0
jaraco.context==5.3.0
jaraco.functools==4.0.1
jaraco.text==3.12.1
jedi==0.19.2
Jinja2==3.1.6
jiter==0.11.1
jmespath==1.0.1
joblib==1.5.2
json5==0.12.1
json_repair==0.52.3
jsonpatch==1.33
jsonpointer==3.0.0
jsonschema==4.25.1
jsonschema-path==0.3.4
jsonschema-specifications==2025.9.1
jupyter-events==0.12.0
jupyter-lsp==2.3.0
jupyter_client==8.6.3
jupyter_core==5.9.1
jupyter_server==2.17.0
jupyter_server_proxy==4.4.0
jupyter_server_terminals==0.5.3
jupyter_vscode_proxy==0.6
jupyterhub==5.4.1
jupyterlab==4.4.10
jupyterlab_pygments==0.3.0
jupyterlab_server==2.28.0
jupyterlab_widgets==3.0.15
kaleido==0.2.1
keras==3.11.3
kiwisolver==1.4.9
kombu==5.5.4
kubernetes==33.1.0
langchain==1.0.2
langchain-classic==1.0.0
langchain-community==0.4
langchain-core==1.0.0
langchain-google-genai==3.0.0
langchain-openai==1.0.1
langchain-text-splitters==1.0.0
langcodes==3.5.0
langgraph==1.0.1
langgraph-checkpoint==3.0.0
langgraph-prebuilt==1.0.1
langgraph-sdk==0.2.9
langsmith==0.4.37
language_data==1.3.0
lark==1.3.0
lazy-object-proxy==1.12.0
libclang==18.1.1
llguidance==1.1.0
lockfile==0.12.2
lxml==6.0.2
Mako==1.3.10
marisa-trie==1.3.1
Markdown==3.9
markdown-it-py==4.0.0
MarkupSafe==3.0.3
marshmallow==3.22.0
marshmallow-sqlalchemy==1.0.0
matplotlib==3.10.7
matplotlib-inline==0.1.7
mdurl==0.1.2
mistune==3.1.4
ml_dtypes==0.5.3
mmh3==5.2.0
monotonic==1.6
more-itertools==10.3.0
mpmath==1.3.0
msal==1.34.0
msal-extensions==1.3.1
multidict==6.7.0
multiprocess==0.70.16
murmurhash==1.0.13
mypy_extensions==1.1.0
namex==0.1.0
nbclient==0.10.2
nbconvert==7.16.6
nbformat==5.10.4
nest-asyncio==1.6.0
networkx==3.5
nltk==3.9.2
notebook_shim==0.2.4
notifiers==1.3.6
numpy==2.2.6
oauthlib==3.3.1
ollama==0.6.0
onnxruntime==1.23.2
openai==2.6.0
openapi-schema-validator==0.6.3
openapi-spec-validator==0.7.2
openpyxl==3.1.5
opentelemetry-api==1.38.0
opentelemetry-exporter-otlp-proto-common==1.38.0
opentelemetry-exporter-otlp-proto-grpc==1.38.0
opentelemetry-proto==1.38.0
opentelemetry-sdk==1.38.0
opentelemetry-semantic-conventions==0.59b0
opt_einsum==3.4.0
optree==0.17.0
oracledb==3.4.0
orjson==3.11.3
ormsgpack==1.11.0
overrides==7.7.0
packaging==25.0
pamela==1.2.0
pandas==2.3.3
pandocfilters==1.5.1
parso==0.8.5
passlib==1.7.4
pathable==0.4.4
patsy==1.0.2
pexpect==4.9.0
pillow==12.0.0
pip==25.3
platformdirs==4.5.0
plotly==5.24.1
pluggy==1.6.0
portalocker==3.2.0
posthog==3.25.0
prance==25.4.8.0
preshed==3.0.10
primp==0.15.0
prometheus_client==0.23.1
prompt_toolkit==3.0.52
propcache==0.4.1
proto-plus==1.26.1
protobuf==6.33.0
psutil==7.1.1
psycopg2-binary==2.9.11
ptyprocess==0.7.0
pure_eval==0.2.3
py-openapi-schema-to-json-schema==0.0.3
py4j==0.10.9.7
pyarrow==21.0.0
pyasn1==0.6.1
pyasn1_modules==0.4.2
pybase64==1.4.2
pycodestyle==2.14.0
pycountry==24.6.1
pycparser==2.23
pydantic==2.12.3
pydantic-settings==2.11.0
pydantic_core==2.41.4
pyfiglet==1.0.4
Pygments==2.19.2
PyJWT==2.10.1
pyodbc==5.3.0
pyotp==2.9.0
pyparsing==3.2.5
pypdf==6.1.3
PyPDF2==3.0.1
PyPika==0.48.9
pyproject_hooks==1.2.0
pyrit==0.9.0
pyspark==3.5.7
pysqlite3-binary==0.5.4
pytest==8.4.2
pytest-asyncio==1.2.0
pytest-repeat==0.9.4
pytest-rerunfailures==12.0
pytest-xdist==3.8.0
python-daemon==3.1.2
python-dateutil==2.9.0.post0
python-docx==1.2.0
python-dotenv==1.1.1
python-json-logger==4.0.0
python-magic==0.4.27
python-multipart==0.0.20
python3-saml==1.16.0
pytz==2025.2
PyWavelets==1.9.0
PyYAML==6.0.3
pyzmq==27.1.0
questionary==2.1.1
ragas==0.3.1
RapidFuzz==3.14.1
redis==5.2.1
referencing==0.36.2
regex==2025.10.23
requests==2.32.5
requests-oauthlib==2.0.0
requests-toolbelt==1.0.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rfc3987-syntax==1.1.0
rich==14.2.0
rich-toolkit==0.15.1
rignore==0.7.1
rpds-py==0.28.0
rsa==4.9.1
ruamel.yaml==0.18.16
ruamel.yaml.clib==0.2.14
s3transfer==0.14.0
safetensors==0.6.2
scikit-learn==1.7.2
scipy==1.16.2
seaborn==0.13.2
secure==0.3.0
segno==1.6.6
semver==2.13.0
Send2Trash==1.8.3
sentence-transformers==5.1.2
sentencepiece==0.2.1
sentry-sdk==2.42.1
setproctitle==1.3.7
setuptools==80.9.0
shellingham==1.5.4
simpervisor==1.0.0
six==1.17.0
smart_open==7.4.1
sniffio==1.3.1
soupsieve==2.8
spacy==3.8.7
spacy-legacy==3.0.12
spacy-loggers==1.0.5
SQLAlchemy==2.0.44
sqlalchemy-history==2.1.4
SQLAlchemy-Utils==0.42.0
srsly==2.5.1
stack-data==0.6.3
starlette==0.48.0
statsmodels==0.14.5
stringcase==1.2.0
sympy==1.14.0
tabulate==0.9.0
tenacity==9.1.2
tensorboard==2.20.0
tensorboard-data-server==0.7.2
tensorflow==2.20.0
termcolor==3.1.0
terminado==0.18.1
tf_keras==2.20.1
thinc==8.3.6
threadpoolctl==3.6.0
tiktoken==0.12.0
tinycss2==1.4.0
tinytag==2.1.2
tokenizers==0.22.1
toml==0.10.2
tomli==2.0.1
torch==2.8.0+cpu
tornado==6.5.2
tqdm==4.67.1
traitlets==5.14.3
transformers==4.57.1
treelib==1.8.0
typeguard==4.3.0
typer==0.20.0
typing-inspect==0.9.0
typing-inspection==0.4.2
typing_extensions==4.15.0
tzdata==2025.2
uri-template==1.3.0
urllib3==2.5.0
uvicorn==0.38.0
uvloop==0.22.1
vine==5.1.0
wasabi==1.1.3
watchfiles==1.1.1
wcwidth==0.2.14
weasel==0.4.1
webargs==8.7.0
webcolors==24.11.1
webencodings==0.5.1
websocket-client==1.9.0
websockets==15.0.1
Werkzeug==3.1.3
wheel==0.45.1
widgetsnbextension==4.0.14
wrapt==2.0.0
xmlsec==1.3.16
xxhash==3.6.0
yarl==1.22.0
zipp==3.23.0
zstandard==0.25.0

Additional context

No response