From b2ea531feccc0253eecf81e5d2489d34dad19bc1 Mon Sep 17 00:00:00 2001 From: Neli Hateva Date: Mon, 17 Nov 2025 17:08:01 +0200 Subject: [PATCH 1/2] Statnett-255: OBO authentication against Cognite --- CHANGELOG.md | 3 +- docs/AgentConfig.md | 3 +- poetry.lock | 841 +++++++++--------- pyproject.toml | 3 +- src/jupyter_notebooks/Talk2PowerSystem.ipynb | 20 +- .../Talk2PowerSystem_RNDP.ipynb | 18 +- src/talk2powersystemllm/agent.py | 61 +- src/talk2powersystemllm/app/server/config.py | 4 +- .../app/server/healthchecks/__init__.py | 2 - .../healthchecks/cognite_healthcheck.py | 35 - src/talk2powersystemllm/app/server/main.py | 157 ++-- src/talk2powersystemllm/app/trouble.md | 2 +- .../scripts/run_evaluation.py | 6 +- src/talk2powersystemllm/tools/cognite/base.py | 27 +- 14 files changed, 605 insertions(+), 577 deletions(-) delete mode 100644 src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py diff --git a/CHANGELOG.md b/CHANGELOG.md index f19b43c..da93739 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,10 +1,11 @@ Next release ============ +* [#255](https://github.com/statnett/Talk2PowerSystem_PM/issues/255): OBO auth flow for Cognite +* [#255](https://github.com/statnett/Talk2PowerSystem_PM/issues/255): Update the version of `cognite-sdk` from `7.86.0` to `7.89.0` * [#251](https://github.com/statnett/Talk2PowerSystem_PM/issues/251): Change N-Shot tool configuration to default to the base GraphDB * [#251](https://github.com/statnett/Talk2PowerSystem_PM/issues/251): Change N-Shot tool configuration SPARQL query template * [#254](https://github.com/statnett/Talk2PowerSystem_PM/issues/254): Update the version of `ttyg` from `1.9.3` to `1.10.0`, so that the chat bot can run without admin access to GraphDB -* [#254](https://github.com/statnett/Talk2PowerSystem_PM/issues/254): Update the version of `cognite-sdk` from `7.86.0` to `7.88.0` 1.2.0-rc4 ============ diff --git a/docs/AgentConfig.md b/docs/AgentConfig.md index d980db2..9047e9c 100644 --- a/docs/AgentConfig.md +++ b/docs/AgentConfig.md @@ -147,9 +147,10 @@ LIMIT {limit} One of `dev1`, `dev2`, `dev3`, `test`, `prod` according to [CDF access from RNDP](https://github.com/statnett/Talk2PowerSystem_PM/wiki/CDF-access-from-RNDP). - `tools.cognite.client_name` - OPTIONAL, DEFAULT=`talk2powersystem` - Name of the client for logging purposes. - `tools.cognite.interactive_client_id` - OPTIONAL - If provided, interactive authentication is used. - Otherwise, `tools.cognite.token_file_path` must be provided for client credentials authentication. + Otherwise, `tools.cognite.token_file_path` or `tools.cognite.client_secret` must be provided for client credentials authentication. - `tools.cognite.tenant_id` - REQUIRED iff `tools.cognite.interactive_client_id` is present - Azure tenant ID. For example, `a8d61462-f252-44b2-bf6a-d7231960c041`. - `tools.cognite.token_file_path` - OPTIONAL - Full path on the disk to the cognite token file. For example, `/var/run/secrets/microsoft.com/entra/cognite`. +* `tools.cognite.client_secret` - OPTIONAL - Client secret for the Cognite confidential application. ## `llm` diff --git a/poetry.lock b/poetry.lock index eadc57f..292c8ed 100644 --- a/poetry.lock +++ b/poetry.lock @@ -149,19 +149,19 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock [[package]] name = "asttokens" -version = "3.0.0" +version = "3.0.1" description = "Annotate AST trees with source code positions" optional = false python-versions = ">=3.8" groups = ["main"] files = [ - {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"}, - {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"}, + {file = "asttokens-3.0.1-py3-none-any.whl", hash = "sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a"}, + {file = "asttokens-3.0.1.tar.gz", hash 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"7.88.0" +version = "7.89.0" description = "Cognite Python SDK" optional = false python-versions = "<4.0,>=3.10" groups = ["main"] files = [ - {file = "cognite_sdk-7.88.0-py3-none-any.whl", hash = "sha256:16443b139dd56d1cbf6233fc33dfc81b974e1f82bf8bdd7e23770aa195e7774f"}, - {file = "cognite_sdk-7.88.0.tar.gz", hash = "sha256:290eb8bb557706dcc428f897eb496bac9569bb46c87bc4124ec8e9795d794e3f"}, + {file = "cognite_sdk-7.89.0-py3-none-any.whl", hash = "sha256:3ff81fe8820f240641a613908971db161bd60723f50d476388b54dbf2856ae01"}, + {file = "cognite_sdk-7.89.0.tar.gz", hash = "sha256:8dfe5a550f2462dec098fe7236ce275d1f8e9e8a1454d7524c829c50e79f13ec"}, ] [package.dependencies] @@ -563,104 +563,104 @@ test = ["pytest"] [[package]] name = "coverage" -version = "7.11.0" +version = "7.11.3" description = "Code coverage measurement for Python" optional = false python-versions = ">=3.10" groups = ["test"] files = [ - {file = "coverage-7.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = 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a/pyproject.toml +++ b/pyproject.toml @@ -13,7 +13,7 @@ dependencies = [ "langchain-openai==0.3.32", "langgraph-checkpoint-redis==0.1.2", "jsonlines==4.0.0", - "cognite-sdk==7.88.0", + "cognite-sdk==7.89.0", "pydantic-settings==2.10.1", "PyYAML==6.0.2", "uvicorn[standard] (==0.35.0)", @@ -22,6 +22,7 @@ dependencies = [ "toml==0.10.2", "markdown==3.8.2", "python-jose[cryptography] (==3.5.0)", + "msal==1.34.0", "cachetools==6.2.0", "importlib_resources==6.5.2", ] diff --git a/src/jupyter_notebooks/Talk2PowerSystem.ipynb b/src/jupyter_notebooks/Talk2PowerSystem.ipynb index 2a1ab1d..a73494a 100644 --- a/src/jupyter_notebooks/Talk2PowerSystem.ipynb +++ b/src/jupyter_notebooks/Talk2PowerSystem.ipynb @@ -79,12 +79,12 @@ "\n", "from langgraph.checkpoint.memory import InMemorySaver\n", "\n", - "from talk2powersystemllm.agent import Talk2PowerSystemAgent\n", + "from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory\n", "\n", - "agent_executor = Talk2PowerSystemAgent(\n", + "agent = Talk2PowerSystemAgentFactory(\n", " Path(\"../../config/dev+cognite.yaml\"),\n", " checkpointer=InMemorySaver()\n", - ").agent" + ").get_agent()" ] }, { @@ -106,12 +106,13 @@ }, "outputs": [], "source": [ + "from langchain_core.runnables import RunnableConfig\n", "from ttyg.agents import run_agent\n", "\n", "\n", - "conf = {\"configurable\": {\"thread_id\": \"thread-123\"}}\n", - "messages = {\"messages\": [(\"user\", \"List all transformers within substation OSLO.\")]}\n", - "last_message_id = run_agent(agent_executor, messages, conf)" + "conf = RunnableConfig(configurable={\"thread_id\": \"thread-123\"})\n", + "messages = {\"messages\": [(\"user\", \"List timeseries\")]}\n", + "last_message_id = run_agent(agent, messages, conf)" ] }, { @@ -122,7 +123,7 @@ "outputs": [], "source": [ "messages = {\"messages\": [(\"user\", \"Give me their descriptions\")]}\n", - "last_message_id = run_agent(agent_executor, messages, conf, last_message_id=last_message_id)" + "last_message_id = run_agent(agent, messages, conf, last_message_id=last_message_id)" ] }, { @@ -144,6 +145,7 @@ "source": [ "from datetime import datetime\n", "\n", + "from langchain_core.runnables import RunnableConfig\n", "from ttyg.agents import run_agent\n", "\n", "from talk2powersystemllm.tools.user_datetime_context import user_datetime_ctx\n", @@ -180,10 +182,10 @@ "]\n", "\n", "for i, question in enumerate(questions):\n", - " conf = {\"configurable\": {\"thread_id\": f\"thread-{i}\"}}\n", + " conf = RunnableConfig(configurable={\"thread_id\": f\"thread-{i}\"})\n", " messages = {\"messages\": [(\"user\", question)]}\n", " user_datetime_ctx.set(datetime.now().astimezone().strftime(\"%Y-%m-%dT%H:%M:%S%z\"))\n", - " run_agent(agent_executor, messages, conf)" + " run_agent(agent, messages, conf)" ] } ], diff --git a/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb b/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb index 2cd6b05..87012ae 100644 --- a/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb +++ b/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb @@ -80,12 +80,12 @@ "\n", "from langgraph.checkpoint.memory import InMemorySaver\n", "\n", - "from talk2powersystemllm.agent import Talk2PowerSystemAgent\n", + "from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory\n", "\n", - "agent_executor = Talk2PowerSystemAgent(\n", + "agent = Talk2PowerSystemAgentFactory(\n", " Path(\"../../config/rndp.yaml\"),\n", " checkpointer=InMemorySaver()\n", - ").agent" + ").get_agent()" ] }, { @@ -107,12 +107,13 @@ }, "outputs": [], "source": [ + "from langchain_core.runnables import RunnableConfig\n", "from ttyg.agents import run_agent\n", "\n", "\n", - "conf = {\"configurable\": {\"thread_id\": \"thread-123\"}}\n", + "conf = RunnableConfig(configurable={\"thread_id\": \"thread-123\"})\n", "messages = {\"messages\": [(\"user\", \"List all transformers within substation OSLO.\")]}\n", - "last_message_id = run_agent(agent_executor, messages, conf)" + "last_message_id = run_agent(agent, messages, conf)" ] }, { @@ -123,7 +124,7 @@ "outputs": [], "source": [ "messages = {\"messages\": [(\"user\", \"Give me their descriptions\")]}\n", - "last_message_id = run_agent(agent_executor, messages, conf, last_message_id=last_message_id)" + "last_message_id = run_agent(agent, messages, conf, last_message_id=last_message_id)" ] }, { @@ -145,6 +146,7 @@ "source": [ "from datetime import datetime\n", "\n", + "from langchain_core.runnables import RunnableConfig\n", "from ttyg.agents import run_agent\n", "\n", "from talk2powersystemllm.tools.user_datetime_context import user_datetime_ctx\n", @@ -181,10 +183,10 @@ "]\n", "\n", "for i, question in enumerate(questions):\n", - " conf = {\"configurable\": {\"thread_id\": f\"thread-{i}\"}}\n", + " conf = RunnableConfig(configurable={\"thread_id\": f\"thread-{i}\"})\n", " messages = {\"messages\": [(\"user\", question)]}\n", " user_datetime_ctx.set(datetime.now().astimezone().strftime(\"%Y-%m-%dT%H:%M:%S%z\"))\n", - " run_agent(agent_executor, messages, conf)" + " run_agent(agent, messages, conf)" ] } ], diff --git a/src/talk2powersystemllm/agent.py b/src/talk2powersystemllm/agent.py index f86ab2c..2d27231 100644 --- a/src/talk2powersystemllm/agent.py +++ b/src/talk2powersystemllm/agent.py @@ -77,12 +77,22 @@ class CogniteSettings(BaseModel): token_file_path: Path | None = None interactive_client_id: str | None = None tenant_id: str | None = None + client_secret: str | None = None @model_validator(mode="after") def check_credentials(self) -> "CogniteSettings": - if self.token_file_path and self.interactive_client_id: - raise ValueError("Both token_file_path and interactive_client_id for Cognite are provided. " - "Set only one of them!") + if self.client_secret: + if self.token_file_path: + raise ValueError("Both token_file_path and client_secret for Cognite are provided. " + "Set only one of them!") + elif self.interactive_client_id: + raise ValueError("Both interactive_client_id and client_secret for Cognite are provided. " + "Set only one of them!") + elif self.token_file_path: + if self.interactive_client_id: + raise ValueError("Both token_file_path and interactive_client_id for Cognite are provided. " + "Set only one of them!") + if self.interactive_client_id and not self.tenant_id: raise ValueError("Tenant id is required!") return self @@ -179,7 +189,7 @@ def init_graphdb(graphdb_settings: GraphDBSettings) -> GraphDB: return GraphDB(**kwargs) -def init_cognite(cognite_settings: CogniteSettings) -> CogniteSession: +def init_cognite(cognite_settings: CogniteSettings, obo_token: str | None = None) -> CogniteSession: return CogniteSession( base_url=cognite_settings.base_url, client_name=cognite_settings.client_name, @@ -187,6 +197,7 @@ def init_cognite(cognite_settings: CogniteSettings) -> CogniteSession: token_file_path=cognite_settings.token_file_path, interactive_client_id=cognite_settings.interactive_client_id, tenant_id=cognite_settings.tenant_id, + obo_token=obo_token, ) @@ -211,11 +222,13 @@ def init_llm(llm_settings: LLMSettings) -> BaseChatModel: ) -class Talk2PowerSystemAgent: - agent: CompiledStateGraph +class Talk2PowerSystemAgentFactory: + settings: Talk2PowerSystemAgentSettings graphdb_client: GraphDB - cognite_session: CogniteSession | None = None + checkpointer: Checkpointer | None = None model: BaseChatModel + instructions: str + tools: list[BaseTool] def __init__( self, @@ -224,6 +237,7 @@ def __init__( ): self.settings = read_config(path_to_yaml_config) self.graphdb_client = init_graphdb(self.settings.graphdb) + self.checkpointer = checkpointer tools_settings = self.settings.tools self.tools: list[BaseTool] = [] @@ -233,11 +247,6 @@ def __init__( ) self.tools.append(sparql_query_tool) - ontology_schema_and_vocabulary_tool = OntologySchemaAndVocabularyTool( - graph=self.graphdb_client, - ontology_schema_file_path=tools_settings.ontology_schema.file_path, - ) - autocomplete_search_settings = tools_settings.autocomplete_search autocomplete_search_kwargs = { "property_path": autocomplete_search_settings.property_path, @@ -263,22 +272,28 @@ def __init__( ) self.tools.append(retrieval_query_tool) - if tools_settings.cognite: - cognite_settings = tools_settings.cognite - self.cognite_session = init_cognite(cognite_settings) - self.tools.append(RetrieveTimeSeriesTool(cognite_session=self.cognite_session)) - self.tools.append(RetrieveDataPointsTool(cognite_session=self.cognite_session)) - self.tools.append(NowTool()) - instructions = f"""{self.settings.prompts.assistant_instructions}""".replace( + ontology_schema_and_vocabulary_tool = OntologySchemaAndVocabularyTool( + graph=self.graphdb_client, + ontology_schema_file_path=tools_settings.ontology_schema.file_path, + ) + self.instructions = f"""{self.settings.prompts.assistant_instructions}""".replace( "{ontology_schema}", ontology_schema_and_vocabulary_tool.schema_graph.serialize(format="turtle") ) self.model = init_llm(self.settings.llm) - self.agent = create_react_agent( + + def get_agent(self, cognite_obo_token: str | None = None) -> CompiledStateGraph: + tools = self.tools.copy() + if self.settings.tools.cognite: + cognite_settings = self.settings.tools.cognite + cognite_session = init_cognite(cognite_settings, cognite_obo_token) + tools.append(RetrieveTimeSeriesTool(cognite_session=cognite_session)) + tools.append(RetrieveDataPointsTool(cognite_session=cognite_session)) + return create_react_agent( model=self.model, - tools=self.tools, - prompt=instructions, - checkpointer=checkpointer, + tools=tools, + prompt=self.instructions, + checkpointer=self.checkpointer, ) diff --git a/src/talk2powersystemllm/app/server/config.py b/src/talk2powersystemllm/app/server/config.py index 95be761..70d5e5e 100644 --- a/src/talk2powersystemllm/app/server/config.py +++ b/src/talk2powersystemllm/app/server/config.py @@ -58,7 +58,7 @@ def check_required_fields_and_set_default_oidc_discovery_url(self) -> "SecurityS "client_id, authority, logout, login_redirect, logout_redirect, audience!") if self.enabled and not self.oidc_discovery_url: self.oidc_discovery_url = ( - self.authority.rstrip("/") + "/v2.0/.well-known/openid-configuration" + self.authority.rstrip("/") + "/v2.0/.well-known/openid-configuration" ) return self @@ -96,7 +96,7 @@ class AppSettings(BaseSettings): gtg_refresh_interval: int | None = Field(default=30, ge=1, description="The __gtg endpoint refresh interval in seconds") about_refresh_interval: int | None = Field(default=30, ge=1, - description="The __about endpoint refresh interval in seconds") + description="The __about endpoint refresh interval in seconds") trouble_md_path: Path | None = "/code/trouble.md" docs_url: str | None = "/docs" root_path: str | None = "/" diff --git a/src/talk2powersystemllm/app/server/healthchecks/__init__.py b/src/talk2powersystemllm/app/server/healthchecks/__init__.py index e311d5c..addf822 100644 --- a/src/talk2powersystemllm/app/server/healthchecks/__init__.py +++ b/src/talk2powersystemllm/app/server/healthchecks/__init__.py @@ -1,9 +1,7 @@ -from .cognite_healthcheck import CogniteHealthchecker from .graphdb_healthcheck import GraphDBHealthchecker from .healthchecks import HealthChecks __all__ = [ "HealthChecks", "GraphDBHealthchecker", - "CogniteHealthchecker", ] diff --git a/src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py b/src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py deleted file mode 100644 index fdb1fd0..0000000 --- a/src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py +++ /dev/null @@ -1,35 +0,0 @@ -import logging - -from talk2powersystemllm.tools import CogniteSession -from .healthchecks import HealthChecks -from ..singleton import SingletonMeta -from ...models import HealthCheck, Severity, HealthStatus - - -class CogniteHealthcheck(HealthCheck): - severity: Severity = Severity.HIGH - id: str = "http://talk2powersystem.no/talk2powersystem-api/cognite-healthcheck" - name: str = "Cognite Health Check" - type: str = "cognite" - impact: str = "Chat bot won't be able to query Cognite or tools may not function as expected." - troubleshooting: str = "#cognite-health-check-status-is-not-ok" - description: str = "Checks if Cognite can be queried by listing the time series with limit of 1." - - -class CogniteHealthchecker(metaclass=SingletonMeta): - def __init__( - self, - cognite_session: CogniteSession, - ): - self.__cognite_session = cognite_session - HealthChecks().add(self) - - async def health(self) -> CogniteHealthcheck: - try: - self.__cognite_session.client().time_series.list( - limit=1 - ) - return CogniteHealthcheck(status=HealthStatus.OK, message="Cognite can be queried.") - except Exception as error: - logging.error("Exception while querying Cognite", exc_info=error) - return CogniteHealthcheck(status=HealthStatus.ERROR, message=str(error)) diff --git a/src/talk2powersystemllm/app/server/main.py b/src/talk2powersystemllm/app/server/main.py index 9fffb67..a76313e 100644 --- a/src/talk2powersystemllm/app/server/main.py +++ b/src/talk2powersystemllm/app/server/main.py @@ -6,6 +6,7 @@ from contextvars import ContextVar from typing import Annotated, Any +import msal from apscheduler.schedulers.asyncio import AsyncIOScheduler from fastapi import ( FastAPI, @@ -14,6 +15,7 @@ Header, status, Depends, + HTTPException, ) from fastapi.responses import HTMLResponse from importlib_resources import files @@ -28,7 +30,7 @@ from starlette.responses import JSONResponse from ttyg.tools import AutocompleteSearchTool -from talk2powersystemllm.agent import Talk2PowerSystemAgent +from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory from talk2powersystemllm.tools.user_datetime_context import user_datetime_ctx from .about import ( __version__, @@ -41,7 +43,6 @@ from .config import settings from .healthchecks import ( GraphDBHealthchecker, - CogniteHealthchecker, HealthChecks, ) from .healthchecks.redis_healthcheck import RedisHealthchecker @@ -76,7 +77,7 @@ # noinspection PyTypeChecker about_info: AboutInfo = None # noinspection PyTypeChecker -agent: Talk2PowerSystemAgent = None +agent_factory: Talk2PowerSystemAgentFactory = None ctx_request = ContextVar("request", default=None) LoggingConfig.config_logger(settings.logging_yaml_file) trouble_html = get_trouble_html() @@ -85,35 +86,32 @@ @asynccontextmanager async def lifespan(_: FastAPI): logging.info("Starting the application") - global agent + global agent_factory redis_password = settings.redis.password redis_auth = "" if redis_password: redis_auth = f"{settings.redis.username}:{redis_password.get_secret_value()}@" async with AsyncRedisSaver.from_conn_string( - redis_url=f"redis://{redis_auth}{settings.redis.host}:{settings.redis.port}", - connection_args={ - 'socket_connect_timeout': settings.redis.connect_timeout, - 'socket_timeout': settings.redis.read_timeout, - 'health_check_interval': settings.redis.healthcheck_interval, - }, - ttl={ - "default_ttl": settings.redis.ttl, - "refresh_on_read": settings.redis.ttl_refresh_on_read, - } + redis_url=f"redis://{redis_auth}{settings.redis.host}:{settings.redis.port}", + connection_args={ + 'socket_connect_timeout': settings.redis.connect_timeout, + 'socket_timeout': settings.redis.read_timeout, + 'health_check_interval': settings.redis.healthcheck_interval, + }, + ttl={ + "default_ttl": settings.redis.ttl, + "refresh_on_read": settings.redis.ttl_refresh_on_read, + } ) as memory_saver: - await memory_saver.asetup() RedisHealthchecker(memory_saver._redis) - agent = Talk2PowerSystemAgent( + agent_factory = Talk2PowerSystemAgentFactory( settings.agent_config, checkpointer=memory_saver ) - GraphDBHealthchecker(agent.graphdb_client) - if agent.cognite_session: - CogniteHealthchecker(agent.cognite_session) + GraphDBHealthchecker(agent_factory.graphdb_client) scheduler = AsyncIOScheduler() scheduler.add_job(update_gtg_info, 'interval', seconds=settings.gtg_refresh_interval) @@ -211,9 +209,9 @@ async def health(request: Request = None, x_request_id: Annotated[str | None, He } ) async def gtg( - response: Response, - x_request_id: Annotated[str | None, Header()] = None, - cache: bool = True, + response: Response, + x_request_id: Annotated[str | None, Header()] = None, + cache: bool = True, ): if not cache: await update_gtg_info() @@ -261,7 +259,7 @@ async def update_about_info() -> None: def get_about_ontologies() -> list[AboutOntologyInfo]: query = files("talk2powersystemllm.app.server.queries").joinpath("about_ontologies_query.rq").read_text() - query_results, _ = agent.graphdb_client.eval_sparql_query(query, validation=False) + query_results, _ = agent_factory.graphdb_client.eval_sparql_query(query, validation=False) ontologies: list[AboutOntologyInfo] = [] for binding in query_results["results"]["bindings"]: ontologies.append(AboutOntologyInfo( @@ -275,7 +273,7 @@ def get_about_ontologies() -> list[AboutOntologyInfo]: def get_about_datasets() -> list[AboutDatasetInfo]: query = files("talk2powersystemllm.app.server.queries").joinpath("about_datasets_query.rq").read_text() - query_results, _ = agent.graphdb_client.eval_sparql_query(query, validation=False) + query_results, _ = agent_factory.graphdb_client.eval_sparql_query(query, validation=False) datasets: list[AboutDatasetInfo] = [] for binding in query_results["results"]["bindings"]: datasets.append(AboutDatasetInfo( @@ -288,20 +286,20 @@ def get_about_datasets() -> list[AboutDatasetInfo]: def get_about_graphdb() -> AboutGraphDBInfo: query = files("talk2powersystemllm.app.server.queries").joinpath("about_graphdb_query.rq").read_text() - query_results, _ = agent.graphdb_client.eval_sparql_query(query, validation=False) + query_results, _ = agent_factory.graphdb_client.eval_sparql_query(query, validation=False) schema_graph = Graph().parse( data=query_results, format="turtle", ) onto = Namespace("http://www.ontotext.com/") return AboutGraphDBInfo( - baseUrl=agent.settings.graphdb.base_url, - repository=agent.settings.graphdb.repository_id, + baseUrl=agent_factory.settings.graphdb.base_url, + repository=agent_factory.settings.graphdb.repository_id, version=list(schema_graph.objects(onto.SI_has_Revision, None))[0].value, numberOfExplicitTriples=list(schema_graph.objects(onto.SI_number_of_explicit_triples, None))[0].value, numberOfTriples=list(schema_graph.objects(onto.SI_number_of_triples, None))[0].value, - autocompleteIndexStatus=agent.graphdb_client.get_autocomplete_status(), - rdfRankStatus=agent.graphdb_client.get_rdf_rank_status(), + autocompleteIndexStatus=agent_factory.graphdb_client.get_autocomplete_status(), + rdfRankStatus=agent_factory.graphdb_client.get_rdf_rank_status(), ) @@ -310,44 +308,44 @@ def get_about_agent() -> AboutAgentInfo: tools["sparql_query"] = {"enabled": True} tools["autocomplete_search"] = { "enabled": True, - "property_path": agent.settings.tools.autocomplete_search.property_path, + "property_path": agent_factory.settings.tools.autocomplete_search.property_path, } - if agent.settings.tools.autocomplete_search.sparql_query_template: + if agent_factory.settings.tools.autocomplete_search.sparql_query_template: tools["autocomplete_search"].update({ - "sparql_query_template": agent.settings.tools.autocomplete_search.sparql_query_template, + "sparql_query_template": agent_factory.settings.tools.autocomplete_search.sparql_query_template, }) else: - tool: AutocompleteSearchTool = [tool for tool in agent.tools if tool.name == "autocomplete_search"][0] + tool: AutocompleteSearchTool = [tool for tool in agent_factory.tools if tool.name == "autocomplete_search"][0] tools["autocomplete_search"].update({ "sparql_query_template": tool.sparql_query_template }) - tools["sample_sparql_queries"] = {"enabled": True if agent.settings.tools.retrieval_search else False} - if agent.settings.tools.retrieval_search: + tools["sample_sparql_queries"] = {"enabled": True if agent_factory.settings.tools.retrieval_search else False} + if agent_factory.settings.tools.retrieval_search: tools["sample_sparql_queries"].update({ - "sparql_query_template": agent.settings.tools.retrieval_search.sparql_query_template, - "connector_name": agent.settings.tools.retrieval_search.connector_name, + "sparql_query_template": agent_factory.settings.tools.retrieval_search.sparql_query_template, + "connector_name": agent_factory.settings.tools.retrieval_search.connector_name, }) - tools["retrieve_data_points"] = {"enabled": True if agent.settings.tools.cognite else False} - tools["retrieve_time_series"] = {"enabled": True if agent.settings.tools.cognite else False} - if agent.settings.tools.cognite: + tools["retrieve_data_points"] = {"enabled": True if agent_factory.settings.tools.cognite else False} + tools["retrieve_time_series"] = {"enabled": True if agent_factory.settings.tools.cognite else False} + if agent_factory.settings.tools.cognite: tools["retrieve_data_points"].update({ - "base_url": agent.settings.tools.cognite.base_url, - "project": agent.settings.tools.cognite.project, - "client_name": agent.settings.tools.cognite.client_name, + "base_url": agent_factory.settings.tools.cognite.base_url, + "project": agent_factory.settings.tools.cognite.project, + "client_name": agent_factory.settings.tools.cognite.client_name, }) tools["retrieve_time_series"].update({ - "base_url": agent.settings.tools.cognite.base_url, - "project": agent.settings.tools.cognite.project, - "client_name": agent.settings.tools.cognite.client_name, + "base_url": agent_factory.settings.tools.cognite.base_url, + "project": agent_factory.settings.tools.cognite.project, + "client_name": agent_factory.settings.tools.cognite.client_name, }) tools["now"] = {"enabled": True} return AboutAgentInfo( - assistantInstructions=agent.settings.prompts.assistant_instructions, + assistantInstructions=agent_factory.settings.prompts.assistant_instructions, llm=AboutLLMInfo( - type=agent.settings.llm.type, - model=agent.settings.llm.model, - temperature=agent.settings.llm.temperature, - seed=agent.settings.llm.seed, + type=agent_factory.settings.llm.type, + model=agent_factory.settings.llm.model, + temperature=agent_factory.settings.llm.temperature, + seed=agent_factory.settings.llm.seed, ), tools=tools, ) @@ -389,7 +387,7 @@ async def about(x_request_id: Annotated[str | None, Header()] = None) -> AboutIn response_model_exclude_none=True, ) async def get_auth_config( - x_request_id: Annotated[str | None, Header()] = None, + x_request_id: Annotated[str | None, Header()] = None, ) -> AuthConfig: return AuthConfig( enabled=settings.security.enabled, @@ -401,6 +399,33 @@ async def get_auth_config( ) +if settings.security.enabled and agent_factory.settings.tools.cognite: + if not agent_factory.settings.tools.cognite.client_secret: + raise ValueError( + "Cognite client secret must be provided in order to register the Cognite tools, " + "when the security is enabled." + ) + confidential_app = msal.ConfidentialClientApplication( + settings.security.client_id, + authority=settings.security.authority, + client_credential=agent_factory.settings.tools.cognite.client_secret, + ) + + + def exchange_obo_for_cognite(user_access_token: str) -> dict: + # Try cache first (MSAL keeps an in-memory cache by default) + result = confidential_app.acquire_token_on_behalf_of( + user_assertion=user_access_token, + scopes=[f"{agent_factory.settings.tools.cognite.base_url}/.default", "offline_access"], + ) + if "access_token" not in result: + error_message = (f"Failed to obtain OBO token for Cognite, error: {result.get("error")}, " + f"description: {result.get("error_description")}") + logging.error(error_message) + raise HTTPException(status_code=401, detail=error_message) + return result + + # noinspection PyUnusedLocal @app.post( "/rest/chat/conversations", @@ -433,16 +458,24 @@ async def get_auth_config( response_model_exclude_none=True, ) async def conversations( - request: ChatRequest, - x_request_id: Annotated[str | None, Header()] = None, - x_user_datetime: Annotated[str | None, Header()] = None, - claims=Depends(conditional_security), + request: ChatRequest, + x_request_id: Annotated[str | None, Header()] = None, + x_user_datetime: Annotated[str | None, Header()] = None, + authorization: Annotated[str | None, Header()] = None, + claims=Depends(conditional_security), ) -> ChatResponse: + cognite_obo_token = None + if settings.security.enabled and agent_factory.settings.tools.cognite.client_secret: + token_result = exchange_obo_for_cognite(authorization) + cognite_obo_token = token_result["access_token"] + + agent = agent_factory.get_agent(cognite_obo_token) + user_datetime_ctx.set(x_user_datetime) conversation_id = request.conversation_id if conversation_id: - checkpoint = await agent.agent.checkpointer.aget({"configurable": {"thread_id": conversation_id}}) + checkpoint = await agent.checkpointer.aget({"configurable": {"thread_id": conversation_id}}) if not checkpoint: raise ConversationNotFound(f"Conversation with id \"{conversation_id}\" not found.") else: @@ -458,7 +491,7 @@ async def conversations( messages = [] # noinspection PyTypeChecker - async for message in agent.agent.astream(input_, runnable_config, stream_mode="updates"): + async for message in agent.astream(input_, runnable_config, stream_mode="updates"): logging.debug(f"Received message {message}") if "agent" in message: for ai_message in message["agent"]["messages"]: @@ -545,12 +578,12 @@ async def message_not_found_error_handler(_, exc: MessageNotFound): response_model_exclude_none=True, ) async def explain( - request: ExplainRequest, - x_request_id: Annotated[str | None, Header()] = None, - claims=Depends(conditional_security), + request: ExplainRequest, + x_request_id: Annotated[str | None, Header()] = None, + claims=Depends(conditional_security), ) -> ExplainResponse: conversation_id, message_id = request.conversation_id, request.message_id - checkpoint = await agent.agent.checkpointer.aget({"configurable": {"thread_id": conversation_id}}) + checkpoint = await agent_factory.checkpointer.aget({"configurable": {"thread_id": conversation_id}}) if not checkpoint: raise ConversationNotFound(f"Conversation with id \"{conversation_id}\" not found.") diff --git a/src/talk2powersystemllm/app/trouble.md b/src/talk2powersystemllm/app/trouble.md index 45711a5..6f8d425 100644 --- a/src/talk2powersystemllm/app/trouble.md +++ b/src/talk2powersystemllm/app/trouble.md @@ -1511,7 +1511,7 @@ Most probable cause: ["GraphDB can't be queried or is mis-configured"](#graphdb- Most probable cause: ["GraphDB can't be queried or is mis-configured"](#graphdb-cant-be-queried-or-is-mis-configured) -#### Cognite health check status is not OK +#### Calls made by the LLM agent to the tools `sparql_query`, `autocomplete_search`, `retrieval_search` are failing Most probable cause: ["Cognite can't be queried or is mis-configured"](#cognite-cant-be-queried-or-is-mis-configured) diff --git a/src/talk2powersystemllm/scripts/run_evaluation.py b/src/talk2powersystemllm/scripts/run_evaluation.py index 164b9e4..05fbd14 100644 --- a/src/talk2powersystemllm/scripts/run_evaluation.py +++ b/src/talk2powersystemllm/scripts/run_evaluation.py @@ -11,7 +11,7 @@ from tqdm import tqdm from ttyg.agents import run_agent_for_evaluation -from talk2powersystemllm.agent import Talk2PowerSystemAgent +from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory from talk2powersystemllm.qa_dataset import load_and_split_qa_dataset @@ -113,9 +113,9 @@ def main(): results_dir.mkdir(parents=True, exist_ok=True) _, dev_split, test_split = load_and_split_qa_dataset(Path(args.qa_dataset_path), n_templates=args.n_templates) - agent: CompiledStateGraph = Talk2PowerSystemAgent( + agent: CompiledStateGraph = Talk2PowerSystemAgentFactory( Path(args.chat_config_path), - ).agent + ).get_agent() run_evaluation_on_split(agent, dev_split, "dev", results_dir) run_evaluation_on_split(agent, test_split, "test", results_dir) diff --git a/src/talk2powersystemllm/tools/cognite/base.py b/src/talk2powersystemllm/tools/cognite/base.py index 01746b6..3c13e3c 100644 --- a/src/talk2powersystemllm/tools/cognite/base.py +++ b/src/talk2powersystemllm/tools/cognite/base.py @@ -16,13 +16,14 @@ class CogniteSession: _expires_at: datetime | None def __init__( - self, - base_url: str, - client_name: str, - project: str, - token_file_path: Path | None = None, - interactive_client_id: str | None = None, - tenant_id: str | None = None, + self, + base_url: str, + client_name: str, + project: str, + token_file_path: Path | None = None, + interactive_client_id: str | None = None, + tenant_id: str | None = None, + obo_token: str | None = None, ): """ Configure CogniteSession instance. @@ -41,15 +42,23 @@ def __init__( tenant_id (str | None): Azure tenant ID. """ - if token_file_path: + if obo_token: + credentials = OAuthInteractive( + authority_url=f"https://login.microsoftonline.com/{tenant_id}", + client_id=interactive_client_id, + scopes=[f"{base_url}/.default"], + ) + elif token_file_path: self._token_file_path = token_file_path credentials = self._refresh() - else: + elif interactive_client_id and tenant_id: credentials = OAuthInteractive( authority_url=f"https://login.microsoftonline.com/{tenant_id}", client_id=interactive_client_id, scopes=[f"{base_url}/.default"], ) + else: + raise ValueError("Cannot initialize a Cognite client with the provided configuration!") config = ClientConfig( base_url=base_url, From 254166f075c387af3872ff0da7fa1fdf5ed6083c Mon Sep 17 00:00:00 2001 From: Neli Hateva Date: Fri, 28 Nov 2025 16:00:15 +0200 Subject: [PATCH 2/2] Statnett-255: Frontend app as a separate app, which is registered --- docs/FastAPI.md | 2 ++ src/talk2powersystemllm/app/models/auth.py | 2 ++ src/talk2powersystemllm/app/server/auth.py | 16 ++++++------- src/talk2powersystemllm/app/server/config.py | 17 +++++++++---- src/talk2powersystemllm/app/server/main.py | 6 +++-- src/talk2powersystemllm/app/trouble.md | 25 ++++++++++++++++---- 6 files changed, 49 insertions(+), 19 deletions(-) diff --git a/docs/FastAPI.md b/docs/FastAPI.md index 96b560e..e47d254 100644 --- a/docs/FastAPI.md +++ b/docs/FastAPI.md @@ -69,12 +69,14 @@ The `version` information is included in the response from the `/__about` endpoi * `SECURITY_ENABLED` - OPTIONAL, DEFAULT=False, Exposed to the UI - Indicates if security is enabled. * `SECURITY_CLIENT_ID` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The registered application (client) ID. +* `SECURITY_FRONTEND_APP_CLIENT_ID` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The registered frontend application (client) ID. * `SECURITY_AUTHORITY` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The authority URL used for authentication. * `SECURITY_LOGOUT` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The logout endpoint URL. * `SECURITY_LOGIN_REDIRECT` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The URL to redirect to after a successful login. * `SECURITY_LOGOUT_REDIRECT` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The URL to redirect to after logout. * `SECURITY_OIDC_DISCOVERY_URL` - OPTIONAL, DEFAULT=`{SECURITY_AUTHORITY}/v2.0/.well-known/openid-configuration` - OpenID Connect Discovery URL. * `SECURITY_AUDIENCE` - REQUIRED iff `SECURITY_ENABLED=True` - The expected audience of the security tokens. +* `SECURITY_ISSUER` - REQUIRED iff `SECURITY_ENABLED=True` - The expected issuer of the security tokens. * `SECURITY_TTL` - OPTIONAL, DEFAULT=`86400` seconds (24 hours), must be >= 1 - Indicates how many seconds to cache the public keys and the issuer obtained from the OpenID Configuration endpoint. According to [the Azure documentation](https://learn.microsoft.com/en-us/entra/identity-platform/access-tokens) a reasonable frequency to check for updates to the public keys used by Microsoft Entra ID is every 24 hours. diff --git a/src/talk2powersystemllm/app/models/auth.py b/src/talk2powersystemllm/app/models/auth.py index 21727fc..b2e4e3c 100644 --- a/src/talk2powersystemllm/app/models/auth.py +++ b/src/talk2powersystemllm/app/models/auth.py @@ -4,6 +4,8 @@ class AuthConfig(BaseModel): enabled: bool client_id: str | None = Field(alias="clientId") + frontend_app_client_id: str | None = Field(alias="frontendAppClientId") + scopes: list[str] | None authority: str | None logout: str | None login_redirect: str | None = Field(alias="loginRedirect") diff --git a/src/talk2powersystemllm/app/server/auth.py b/src/talk2powersystemllm/app/server/auth.py index b7cfbd8..2095639 100644 --- a/src/talk2powersystemllm/app/server/auth.py +++ b/src/talk2powersystemllm/app/server/auth.py @@ -15,7 +15,7 @@ security_scheme = HTTPBearer(auto_error=False) -def get_jwks_uri_and_issuer() -> tuple[str, str]: +def get_jwks_uri() -> str: try: oid_config = requests.get(settings.security.oidc_discovery_url) oid_config.raise_for_status() @@ -29,15 +29,13 @@ def get_jwks_uri_and_issuer() -> tuple[str, str]: json_response_body = oid_config.json() if "jwks_uri" not in json_response_body: raise HTTPException(status_code=500, detail="jwks_uri not found in the OpenID Configuration") - if "issuer" not in json_response_body: - raise HTTPException(status_code=500, detail="issuer not found in the OpenID Configuration") - return json_response_body["jwks_uri"], json_response_body["issuer"] + return json_response_body["jwks_uri"] @cached(cache=TTLCache(maxsize=1, ttl=settings.security.ttl)) -def get_jwks_keys_and_issuer() -> tuple[dict, str]: - jwks_uri, issuer = get_jwks_uri_and_issuer() +def get_jwks_keys() -> dict: + jwks_uri = get_jwks_uri() try: keys = requests.get(jwks_uri) keys.raise_for_status() @@ -47,17 +45,17 @@ def get_jwks_keys_and_issuer() -> tuple[dict, str]: exc_info=err ) raise HTTPException(status_code=500, detail="Fail to get issuer keys") - return keys.json(), issuer + return keys.json() def verify_jwt(token: str): - jwks_keys, issuer = get_jwks_keys_and_issuer() + jwks_keys = get_jwks_keys() try: return jwt.decode( token, jwks_keys, audience=settings.security.audience, - issuer=issuer, + issuer=settings.security.issuer, ) except ExpiredSignatureError as e: logging.warning("Expired Signature", exc_info=e) diff --git a/src/talk2powersystemllm/app/server/config.py b/src/talk2powersystemllm/app/server/config.py index 70d5e5e..ef7a462 100644 --- a/src/talk2powersystemllm/app/server/config.py +++ b/src/talk2powersystemllm/app/server/config.py @@ -17,6 +17,10 @@ class SecuritySettings(BaseSettings): default=None, description="The registered application (client) ID. The value is also exposed to the UI." ) + frontend_app_client_id: str | None = Field( + default=None, + description="The registered frontend application (client) ID. The value is also exposed to the UI." + ) oidc_discovery_url: str | None = Field( default=None, description="OpenID Connect Discovery URL." @@ -25,6 +29,10 @@ class SecuritySettings(BaseSettings): default=None, description="The expected audience of the security tokens" ) + issuer: str | None = Field( + default=None, + description="The expected issuer of the security tokens" + ) ttl: int = Field( default=86400, ge=1, @@ -51,11 +59,12 @@ class SecuritySettings(BaseSettings): @model_validator(mode="after") def check_required_fields_and_set_default_oidc_discovery_url(self) -> "SecuritySettings": - if self.enabled and ((not self.client_id) or (not self.authority) - or (not self.logout) or (not self.login_redirect) or (not self.logout_redirect) - or (not self.audience)): + if self.enabled and ((not self.client_id) or (not self.frontend_app_client_id) or (not self.authority) + or (not self.logout) or (not self.login_redirect) + or (not self.logout_redirect) or (not self.audience) or (not self.issuer)): raise ValueError("If security is enabled, the following fields are required: " - "client_id, authority, logout, login_redirect, logout_redirect, audience!") + "client_id, frontend_app_client_id, authority, logout, " + "login_redirect, logout_redirect, audience, issuer!") if self.enabled and not self.oidc_discovery_url: self.oidc_discovery_url = ( self.authority.rstrip("/") + "/v2.0/.well-known/openid-configuration" diff --git a/src/talk2powersystemllm/app/server/main.py b/src/talk2powersystemllm/app/server/main.py index 827eb0e..b8fcc01 100644 --- a/src/talk2powersystemllm/app/server/main.py +++ b/src/talk2powersystemllm/app/server/main.py @@ -127,7 +127,7 @@ async def lifespan(_: FastAPI): authority=settings.security.authority, client_credential=agent_factory.settings.tools.cognite.client_secret, ) - COGNITE_SCOPES = [f"{agent_factory.settings.tools.cognite.base_url}/.default", "offline_access"] + COGNITE_SCOPES = [f"{agent_factory.settings.tools.cognite.base_url}/.default"] GraphDBHealthchecker(agent_factory.graphdb_client) @@ -410,6 +410,8 @@ async def get_auth_config( return AuthConfig( enabled=settings.security.enabled, clientId=settings.security.client_id, + frontendAppClientId=settings.security.frontend_app_client_id, + scopes=["openid", "profile", f"{settings.security.audience}/.default"], authority=settings.security.authority, logout=settings.security.logout, loginRedirect=settings.security.login_redirect, @@ -474,7 +476,7 @@ async def conversations( claims=Depends(conditional_security), ) -> ChatResponse: cognite_obo_token = None - if settings.security.enabled and agent_factory.settings.tools.cognite.client_secret: + if settings.security.enabled and agent_factory.settings.tools.cognite and agent_factory.settings.tools.cognite.client_secret: token_result = exchange_obo_for_cognite(authorization) cognite_obo_token = token_result["access_token"] diff --git a/src/talk2powersystemllm/app/trouble.md b/src/talk2powersystemllm/app/trouble.md index 5a10a23..4edad88 100644 --- a/src/talk2powersystemllm/app/trouble.md +++ b/src/talk2powersystemllm/app/trouble.md @@ -67,6 +67,17 @@ Response Body JSON Schema: "clientId": { "type": "string" }, + "frontendAppClientId": { + "type": "string" + }, + "scopes": { + "type": "array", + "items": [ + { + "type": "string" + } + ] + }, "authority": { "type": "string" }, @@ -91,11 +102,17 @@ Sample Response Body: ```json { "enabled": true, - "clientId": "6f8c5e30-b4b4-4b78-bdba-0ac5f5947fb6", + "clientId": "7b9f2087-68f1-45fe-a21d-023daedd4047", + "frontendAppClientId": "10acd638-f239-4aa2-8186-761512253325", + "scopes": [ + "openid", + "profile", + "api://7b9f2087-68f1-45fe-a21d-023daedd4047/.default" + ], "authority": "https://login.microsoftonline.com/519ed184-e4d5-4431-97e5-fb4410a3f875", - "logout": "https://login.microsoftonline.com/519ed184-e4d5-4431-97e5-fb4410a3f875/oauth2/logout", - "loginRedirect": "http://localhost:3000", - "logoutRedirect": "http://localhost:3000/login" + "logout": "https://login.microsoftonline.com/519ed184-e4d5-4431-97e5-fb4410a3f875/oauth2/v2.0/logout", + "loginRedirect": "http://localhost:3000/", + "logoutRedirect": "http://localhost:3000/" } ```