From 89f2f6204149c1214e2fa398e4e1d46457440fd5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Rog=C3=A9rio=20Chaves?= Date: Tue, 16 Jul 2024 19:28:57 +0200 Subject: [PATCH] Add LangWatch Integration (#2608) * First implementation of LangWatch tracer * Update to langwatch 0.1.4 to use root span for better control of the all-wrapping trace, workaround for llm not being used for an actual call and better ids on langwatch ui * Remove dependency from backend base internal and add langwatch docs * [autofix.ci] apply automated fixes * Fix using session id for metadata, except if the same as flow_id * Fix wrong error variable and support for python <3.10 is not necessary given langflow pyproject restrictions * Bump langwatch to v0.1.4 * [autofix.ci] apply automated fixes * Remove extra line the popped up * Fix missing log parameter on method * Fix mypy issues * Bump langwatch to v0.1.7 to truncate large documents * Move docs to the right folder * chore: update lock * chore: Update clarifai-grpc to version 10.6.4, cohere to version 5.6.1, langwatch to version 0.1.3, and litellm to version 1.41.23 --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Gabriel Luiz Freitas Almeida --- .../Integrations/integrations-langwatch.mdx | 46 +++ docs/static/img/langwatch-flow.png | Bin 0 -> 159322 bytes docs/static/img/langwatch-trace.png | Bin 0 -> 152469 bytes poetry.lock | 172 +++++++---- pyproject.toml | 1 + src/backend/base/langflow/api/v1/chat.py | 2 +- .../custom/custom_component/component.py | 5 +- src/backend/base/langflow/graph/graph/base.py | 7 +- .../base/langflow/services/tracing/base.py | 27 +- .../base/langflow/services/tracing/service.py | 276 ++++++++++++++++-- src/backend/base/poetry.lock | 186 ++++++++---- src/backend/base/pyproject.toml | 3 +- 12 files changed, 578 insertions(+), 147 deletions(-) create mode 100644 docs/docs/Integrations/integrations-langwatch.mdx create mode 100644 docs/static/img/langwatch-flow.png create mode 100644 docs/static/img/langwatch-trace.png diff --git a/docs/docs/Integrations/integrations-langwatch.mdx b/docs/docs/Integrations/integrations-langwatch.mdx new file mode 100644 index 000000000..8060ad480 --- /dev/null +++ b/docs/docs/Integrations/integrations-langwatch.mdx @@ -0,0 +1,46 @@ +import Admonition from "@theme/Admonition"; +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; + +# LangWatch + +LangWatch is an all-in-one LLMOps platform for monitoring, observability, analytics, evaluations and alerting for getting user insights and improve your LLM workflows. + +To integrate with Langflow, just add your LangWatch API as a Langflow environment variable and you are good to go! + +## Step-by-step Configuration + +1. Obtain your LangWatch API key from https://app.langwatch.com/ +2. Add the following key to Langflow .env file: + +```bash +LANGWATCH_API_KEY="your-api-key" +``` + +or export it in your terminal: + +```bash +export LANGWATCH_API_KEY="your-api-key" +``` + +3. Restart Langflow using `langflow run --env-file .env` +4. Run any project and check the LangWatch dashboard for monitoring and observability. + + + + diff --git a/docs/static/img/langwatch-flow.png b/docs/static/img/langwatch-flow.png new file mode 100644 index 0000000000000000000000000000000000000000..50f17c9fa068be82a055aa8ec5bcb6d6bd6cdc85 GIT binary patch literal 159322 zcmeEuXH-Z~k-{bMyVtJi$Vx>|hdj`Fd*{Y{q}+-Mho^eLJO190f`re{XkPbXG)GU^a?oHz zU0%quczzs6z(Vwt@~#f8BtOp6@csR3>@9XzlkRfRy=Fe32=X1AM=5csm3Eo$Eeogg z#LPpniPUa;jiOHYku^DaUFL@m9$sP5yK_slSJlB<`hBv05Wa+kZgWadfM>LspBmSf z$m6#D2l1PftdOMY2c~bLv5>5_VKJlvt-?W&wre3=Ez4evLC^%QFJ%2&AcfGVvuF?2 zS|3+O(=XR7a5KsK-ZSvfx$}0&Y?1f0EW_crmm4gO4&vdd>?aB^%sB57ZUIi!R3Wd! zbK$#A+8RV4G0J%OIv*u5V>r27S@4 zb~6G0CBARi=i)c6N^u5V?!mz6Vy5ac#n!#d z`|@!FVf8D+^lKY9I1hRF@xop)J-hN4OQ-qz0QT0)fONuZFXNw(G~f{5z?!G!l=S1i zEAshP#p?~)D@&J79^O^uC&6J9_m;idmCiF@evjt<%kK2cs@M0qoNw1%HGEZ0cq*EVYtbsO!~2n>^mTZ1=#JF!6>svbSCAHy zdoR?*2USn+fk-YdzrvGh&x%qt9ud@}F2vFbDwL^8pH!<+gXZ5Hk>Ms&dN@3&ZOP|M 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">=1.26.0", markers = "python_version >= \"3.12\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -6693,6 +6744,7 @@ parquet = ["pyarrow (>=10.0.1)"] performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"] plot = ["matplotlib (>=3.6.3)"] postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"] +pyarrow = ["pyarrow (>=10.0.1)"] spss = ["pyreadstat (>=1.2.0)"] sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"] test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] @@ -6975,18 +7027,18 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p [[package]] name = "postgrest" -version = "0.16.8" +version = "0.16.9" description = "PostgREST client for Python. This library provides an ORM interface to PostgREST." optional = false python-versions = "<4.0,>=3.8" files = [ - {file = "postgrest-0.16.8-py3-none-any.whl", hash = "sha256:c353a24452f51ab9760cf2b884c4b7457a2653ff36444e66b12615bc4cc8e23e"}, - {file = "postgrest-0.16.8.tar.gz", hash = "sha256:7b3802a514dc1e0fc8b5bbdeb2c99af35a0bd910e4ddb17855ca4e3422350c84"}, + {file = "postgrest-0.16.9-py3-none-any.whl", hash = "sha256:8a20a256e86c4181575d271ddd77152b305313890ecc7d2df5b25aeb330bd9a4"}, + {file = "postgrest-0.16.9.tar.gz", hash = "sha256:fee42e89d265e904e823d9602803980016128ff7dde0ce1e869014cf1fd2c19d"}, ] [package.dependencies] deprecation = ">=2.1.0,<3.0.0" -httpx = ">=0.24,<0.28" +httpx = {version = ">=0.24,<0.28", extras = ["http2"]} pydantic = ">=1.9,<3.0" strenum = ">=0.4.9,<0.5.0" @@ -9765,13 +9817,13 @@ typing = ["mypy (>=1.4)", "rich", "twisted"] [[package]] name = "supabase" -version = "2.5.1" +version = "2.5.2" description = "Supabase client for Python." optional = false python-versions = "<4.0,>=3.8" files = [ - 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background_tasks.add_task(graph.end_all_traces, error=message["errorMessage"]) + background_tasks.add_task(graph.end_all_traces, error=exc) # If there's an error building the vertex # we need to clear the cache await chat_service.clear_cache(flow_id_str) diff --git a/src/backend/base/langflow/custom/custom_component/component.py b/src/backend/base/langflow/custom/custom_component/component.py index 254c9fe7e..002a9a8b1 100644 --- a/src/backend/base/langflow/custom/custom_component/component.py +++ b/src/backend/base/langflow/custom/custom_component/component.py @@ -123,10 +123,9 @@ class Component(CustomComponent): async def _build_with_tracing(self): inputs = self.get_trace_as_inputs() metadata = self.get_trace_as_metadata() - async with self.tracing_service.trace_context(self.trace_name, self.trace_type, inputs, metadata): + async with self.tracing_service.trace_context(self, self.trace_name, inputs, metadata): _results, _artifacts = await self._build_results() - trace_name = self.tracing_service.run_name - self.tracing_service.set_outputs(trace_name, _results) + self.tracing_service.set_outputs(self.trace_name, _results) return _results, _artifacts diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py index 3d86cc530..9d46908cf 100644 --- a/src/backend/base/langflow/graph/graph/base.py +++ b/src/backend/base/langflow/graph/graph/base.py @@ -1,5 +1,4 @@ import asyncio -import traceback import uuid from collections import defaultdict, deque from datetime import datetime, timezone @@ -257,7 +256,7 @@ class Graph: async def initialize_run(self): await self.tracing_service.initialize_tracers() - async def end_all_traces(self, outputs: dict[str, Any] | None = None, error: str | None = None): + async def end_all_traces(self, outputs: dict[str, Any] | None = None, error: Exception | None = None): if not self.tracing_service: return self._end_time = datetime.now(timezone.utc) @@ -354,9 +353,7 @@ class Graph: await self.process(start_component_id=start_component_id, fallback_to_env_vars=fallback_to_env_vars) self.increment_run_count() except Exception as exc: - logger.exception(exc) - tb = traceback.format_exc() - asyncio.create_task(self.end_all_traces(error=f"{exc.__class__.__name__}: {exc}\n\n{tb}")) + asyncio.create_task(self.end_all_traces(error=exc)) raise ValueError(f"Error running graph: {exc}") from exc finally: asyncio.create_task(self.end_all_traces()) diff --git a/src/backend/base/langflow/services/tracing/base.py b/src/backend/base/langflow/services/tracing/base.py index 2ec2eea26..5da28f744 100644 --- a/src/backend/base/langflow/services/tracing/base.py +++ b/src/backend/base/langflow/services/tracing/base.py @@ -1,6 +1,10 @@ from abc import ABC, abstractmethod -from typing import Any, Dict +from typing import TYPE_CHECKING, Any, Dict, Optional from uuid import UUID +from langflow.services.tracing.schema import Log + +if TYPE_CHECKING: + from langflow.graph.vertex.base import Vertex class BaseTracer(ABC): @@ -9,17 +13,30 @@ class BaseTracer(ABC): raise NotImplementedError @abstractmethod - def ready(self): + def ready(self) -> bool: raise NotImplementedError @abstractmethod def add_trace( - self, trace_name: str, trace_type: str, inputs: Dict[str, Any], metadata: Dict[str, Any] | None = None + self, + trace_id: str, + trace_name: str, + trace_type: str, + inputs: Dict[str, Any], + metadata: Dict[str, Any] | None = None, + vertex: Optional["Vertex"] = None, ): raise NotImplementedError @abstractmethod - def end_trace(self, trace_name: str, outputs: Dict[str, Any] | None = None, error: str | None = None): + def end_trace( + self, + trace_id: str, + trace_name: str, + outputs: Dict[str, Any] | None = None, + error: Exception | None = None, + logs: list[Log | dict] = [], + ): raise NotImplementedError @abstractmethod @@ -27,7 +44,7 @@ class BaseTracer(ABC): self, inputs: dict[str, Any], outputs: Dict[str, Any], - error: str | None = None, + error: Exception | None = None, metadata: dict[str, Any] | None = None, ): raise NotImplementedError diff --git a/src/backend/base/langflow/services/tracing/service.py b/src/backend/base/langflow/services/tracing/service.py index 72e73a50c..3b31ced6c 100644 --- a/src/backend/base/langflow/services/tracing/service.py +++ b/src/backend/base/langflow/services/tracing/service.py @@ -5,7 +5,7 @@ import types from collections import defaultdict from contextlib import asynccontextmanager from datetime import datetime, timezone -from typing import TYPE_CHECKING, Any, Dict, Optional +from typing import TYPE_CHECKING, Any, Dict, Optional, cast from uuid import UUID from loguru import logger @@ -18,6 +18,10 @@ from langflow.services.tracing.schema import Log if TYPE_CHECKING: from langflow.services.monitor.service import MonitorService from langflow.services.settings.service import SettingsService + from langflow.custom.custom_component.component import Component + from langflow.graph.vertex.base import Vertex + from langwatch.tracer import ContextSpan + from langwatch.types import SpanTypes class TracingService(Service): @@ -33,7 +37,7 @@ class TracingService(Service): self.run_name: str | None = None self.run_id: UUID | None = None self.project_name = None - self._tracers: dict[str, LangSmithTracer] = {} + self._tracers: dict[str, BaseTracer] = {} self._logs: dict[str, list[Log | dict[Any, Any]]] = defaultdict(list) self.logs_queue: asyncio.Queue = asyncio.Queue() self.running = False @@ -88,6 +92,7 @@ class TracingService(Service): try: await self.start() self._initialize_langsmith_tracer() + self._initialize_langwatch_tracer() except Exception as e: logger.debug(f"Error initializing tracers: {e}") @@ -101,6 +106,19 @@ class TracingService(Service): trace_id=self.run_id, ) + def _initialize_langwatch_tracer(self): + if ( + os.getenv("LANGWATCH_API_KEY") + and "langwatch" not in self._tracers + or self._tracers["langwatch"].trace_id != self.run_id # type: ignore + ): + self._tracers["langwatch"] = LangWatchTracer( + trace_name=self.run_name, + trace_type="chain", + project_name=self.project_name, + trace_id=self.run_id, + ) + def set_run_name(self, name: str): self.run_name = name @@ -108,39 +126,50 @@ class TracingService(Service): self.run_id = run_id def _start_traces( - self, trace_name: str, trace_type: str, inputs: Dict[str, Any], metadata: Optional[Dict[str, Any]] = None + self, + trace_id: str, + trace_name: str, + trace_type: str, + inputs: Dict[str, Any], + metadata: Optional[Dict[str, Any]] = None, + vertex: Optional["Vertex"] = None, ): + inputs = self._cleanup_inputs(inputs) self.inputs[trace_name] = inputs self.inputs_metadata[trace_name] = metadata or {} for tracer in self._tracers.values(): - if not tracer.ready: + if not tracer.ready: # type: ignore continue try: - tracer.add_trace(trace_name, trace_type, inputs, metadata) + tracer.add_trace(trace_id, trace_name, trace_type, inputs, metadata, vertex) except Exception as e: logger.error(f"Error starting trace {trace_name}: {e}") - def _end_traces(self, trace_name: str, error: str | None = None): + def _end_traces(self, trace_id: str, trace_name: str, error: Exception | None = None): for tracer in self._tracers.values(): - if not tracer.ready: + if not tracer.ready: # type: ignore continue try: tracer.end_trace( - trace_name=trace_name, outputs=self.outputs[trace_name], error=error, logs=self._logs[trace_name] + trace_id=trace_id, + trace_name=trace_name, + outputs=self.outputs[trace_name], + error=error, + logs=self._logs[trace_name], ) except Exception as e: logger.error(f"Error ending trace {trace_name}: {e}") - def _end_all_traces(self, outputs: dict, error: str | None = None): + def _end_all_traces(self, outputs: dict, error: Exception | None = None): for tracer in self._tracers.values(): - if not tracer.ready: + if not tracer.ready: # type: ignore continue try: tracer.end(self.inputs, outputs=self.outputs, error=error, metadata=outputs) except Exception as e: logger.error(f"Error ending all traces: {e}") - async def end(self, outputs: dict, error: str | None = None): + async def end(self, outputs: dict, error: Exception | None = None): self._end_all_traces(outputs, error) self._reset_io() await self.stop() @@ -151,27 +180,48 @@ class TracingService(Service): @asynccontextmanager async def trace_context( self, + component: "Component", trace_name: str, - trace_type: str, inputs: Dict[str, Any], metadata: Optional[Dict[str, Any]] = None, ): - self._start_traces(trace_name, trace_type, inputs, metadata) + trace_id = trace_name + if component.vertex: + trace_id = component.vertex.id + trace_type = component.trace_type + self._start_traces( + trace_id, + trace_name, + trace_type, + self._cleanup_inputs(inputs), + metadata, + component.vertex, + ) try: yield self except Exception as e: - tb = traceback.format_exc() - error_message = f"{e.__class__.__name__}: {e}\n\n{tb}" - self._end_traces(trace_name, error_message) + self._end_traces(trace_id, trace_name, e) raise e finally: - self._end_traces(trace_name, None) + self._end_traces(trace_id, trace_name, None) self._reset_io() - def set_outputs(self, trace_name: str, outputs: Dict[str, Any], output_metadata: Dict[str, Any] | None = None): + def set_outputs( + self, + trace_name: str, + outputs: Dict[str, Any], + output_metadata: Dict[str, Any] | None = None, + ): self.outputs[trace_name] |= outputs or {} self.outputs_metadata[trace_name] |= output_metadata or {} + def _cleanup_inputs(self, inputs: Dict[str, Any]): + inputs = inputs.copy() + for key in inputs.keys(): + if "api_key" in key: + inputs[key] = "*****" # avoid logging api_keys for security reasons + return inputs + class LangSmithTracer(BaseTracer): def __init__(self, trace_name: str, trace_type: str, project_name: str, trace_id: UUID): @@ -211,7 +261,13 @@ class LangSmithTracer(BaseTracer): return True def add_trace( - self, trace_name: str, trace_type: str, inputs: Dict[str, Any], metadata: Dict[str, Any] | None = None + self, + trace_id: str, + trace_name: str, + trace_type: str, + inputs: Dict[str, Any], + metadata: Dict[str, Any] | None = None, + vertex: Optional["Vertex"] = None, ): if not self._ready: return @@ -259,9 +315,10 @@ class LangSmithTracer(BaseTracer): def end_trace( self, + trace_id: str, trace_name: str, outputs: Dict[str, Any] | None = None, - error: str | None = None, + error: Exception | None = None, logs: list[Log | dict] = [], ): child = self._children[trace_name] @@ -273,23 +330,196 @@ class LangSmithTracer(BaseTracer): if logs: child.add_metadata(self._convert_to_langchain_types({"logs": {log.get("name"): log for log in logs}})) child.add_metadata(self._convert_to_langchain_types({"outputs": raw_outputs})) - child.end(outputs=processed_outputs, error=error) + child.end(outputs=processed_outputs, error=self._error_to_string(error)) if error: child.patch() else: child.post() self._child_link[trace_name] = child.get_url() + def _error_to_string(self, error: Optional[Exception]): + error_message = None + if error: + string_stacktrace = traceback.format_exception(error) + error_message = f"{error.__class__.__name__}: {error}\n\n{string_stacktrace}" + return error_message + def end( self, inputs: dict[str, Any], outputs: Dict[str, Any], - error: str | None = None, + error: Exception | None = None, metadata: dict[str, Any] | None = None, ): self._run_tree.add_metadata({"inputs": inputs}) if metadata: self._run_tree.add_metadata(metadata) - self._run_tree.end(outputs=outputs, error=error) + self._run_tree.end(outputs=outputs, error=self._error_to_string(error)) self._run_tree.post() self._run_link = self._run_tree.get_url() + + +class LangWatchTracer(BaseTracer): + flow_id: str + + def __init__(self, trace_name: str, trace_type: str, project_name: str, trace_id: UUID): + self.trace_name = trace_name + self.trace_type = trace_type + self.project_name = project_name + self.trace_id = trace_id + self.flow_id = trace_name.split(" - ")[-1] + + try: + self._ready = self.setup_langwatch() + + # import after setting up langwatch so we are sure to be available + import nanoid # type: ignore + + self.trace = self._client.trace( + trace_id=str(self.trace_id), + ) + self.spans: dict[str, "ContextSpan"] = {} + + name_without_id = " - ".join(trace_name.split(" - ")[0:-1]) + self.trace.root_span.update( + span_id=f"{self.flow_id}-{nanoid.generate(size=6)}", # nanoid to make the span_id globally unique, which is required for LangWatch for now + name=name_without_id, + type=self._convert_trace_type(trace_type), + ) + except Exception as e: + logger.debug(f"Error setting up LangWatch tracer: {e}") + self._ready = False + + @property + def ready(self): + return self._ready + + def setup_langwatch(self): + try: + import langwatch + + self._client = langwatch + except ImportError: + logger.error("Could not import langwatch. Please install it with `pip install langwatch`.") + return False + return True + + def _convert_trace_type(self, trace_type: str): + trace_type_: "SpanTypes" = ( + cast("SpanTypes", trace_type) + if trace_type in ["span", "llm", "chain", "tool", "agent", "guardrail", "rag"] + else "span" + ) + return trace_type_ + + def add_trace( + self, + trace_id: str, + trace_name: str, + trace_type: str, + inputs: Dict[str, Any], + metadata: Dict[str, Any] | None = None, + vertex: Optional["Vertex"] = None, + ): + import nanoid + + # If user is not using session_id, then it becomes the same as flow_id, but + # we don't want to have an infinite thread with all the flow messages + if "session_id" in inputs and inputs["session_id"] != self.flow_id: + self.trace.update(metadata=(self.trace.metadata or {}) | {"thread_id": inputs["session_id"]}) + + name_without_id = " (".join(trace_name.split(" (")[0:-1]) + + trace_type_ = self._convert_trace_type(trace_type) + self.spans[trace_id] = self.trace.span( + span_id=f"{trace_id}-{nanoid.generate(size=6)}", # Add a nanoid to make the span_id globally unique, which is required for LangWatch for now + name=name_without_id, + type=trace_type_, + parent=( + [span for key, span in self.spans.items() for edge in vertex.incoming_edges if key == edge.source_id][ + -1 + ] + if vertex and len(vertex.incoming_edges) > 0 + else self.trace.root_span + ), + input=self._convert_to_langwatch_types(inputs), + ) + + if trace_type_ == "llm" and "model_name" in inputs: + self.spans[trace_id].update(model=inputs["model_name"]) + + def end_trace( + self, + trace_id: str, + trace_name: str, + outputs: Dict[str, Any] | None = None, + error: Exception | None = None, + logs: list[Log | dict] = [], + ): + if self.spans.get(trace_id): + # Workaround for when model is used just as a component not actually called as an LLM, + # to prevent LangWatch from calculating the cost based on it when it was in fact never called + if ( + self.spans[trace_id].type == "llm" + and outputs + and "model_output" in outputs + and "text_output" not in outputs + ): + self.spans[trace_id].update(metrics={"prompt_tokens": 0, "completion_tokens": 0}) + + self.spans[trace_id].end(output=self._convert_to_langwatch_types(outputs), error=error) + + def end( + self, + inputs: dict[str, Any], + outputs: Dict[str, Any], + error: Exception | None = None, + metadata: dict[str, Any] | None = None, + ): + self.trace.root_span.end( + input=self._convert_to_langwatch_types(inputs), + output=self._convert_to_langwatch_types(outputs), + error=error, + ) + + if metadata and "flow_name" in metadata: + self.trace.update(metadata=(self.trace.metadata or {}) | {"labels": [f"Flow: {metadata['flow_name']}"]}) + self.trace.deferred_send_spans() + + def _convert_to_langwatch_types(self, io_dict: Optional[Dict[str, Any]]): + from langwatch.utils import autoconvert_typed_values + + if io_dict is None: + return None + converted = {} + for key, value in io_dict.items(): + converted[key] = self._convert_to_langwatch_type(value) + return autoconvert_typed_values(converted) + + def _convert_to_langwatch_type(self, value): + from langflow.schema.message import Message, BaseMessage + from langwatch.langchain import ( + langchain_messages_to_chat_messages, + langchain_message_to_chat_message, + ) + + if isinstance(value, dict): + for key, _value in value.copy().items(): + _value = self._convert_to_langwatch_type(_value) + value[key] = _value + elif isinstance(value, list): + value = [self._convert_to_langwatch_type(v) for v in value] + elif isinstance(value, Message): + if "prompt" in value: + prompt = value.load_lc_prompt() + if len(prompt.input_variables) == 0 and all(isinstance(m, BaseMessage) for m in prompt.messages): + value = langchain_messages_to_chat_messages([cast(list[BaseMessage], prompt.messages)]) + else: + value = cast(dict, value.load_lc_prompt()) + elif value.sender: + value = langchain_message_to_chat_message(value.to_lc_message()) + else: + value = cast(dict, value.to_lc_document()) + elif isinstance(value, Data): + value = cast(dict, value.to_lc_document()) + return value diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock index 5b6a51ca7..d606edd69 100644 --- a/src/backend/base/poetry.lock +++ b/src/backend/base/poetry.lock @@ -676,13 +676,13 @@ all = ["pycocotools (==2.0.6)"] [[package]] name = "clarifai-grpc" -version = "10.6.3" +version = "10.6.4" description = "Clarifai gRPC API Client" optional = false python-versions = ">=3.8" files = [ - {file = "clarifai_grpc-10.6.3-py3-none-any.whl", hash = "sha256:304a8123dfe6fb41953026e0e4b800bffc3998a75408f51f3ab2a6eacfb1781e"}, - {file = "clarifai_grpc-10.6.3.tar.gz", hash = "sha256:6be24d21f124678384902e693eb9b5d2e5c57aeef57c098e3a2b94e40a79c198"}, + {file = "clarifai_grpc-10.6.4-py3-none-any.whl", hash = "sha256:9fb8c94e6ede5e1005010643f516aa7c1dd3c59ab9282e03ba4932fd929d7584"}, + {file = "clarifai_grpc-10.6.4.tar.gz", hash = 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