From aa320371f836c28f6732d8a6033a18a2bbc80221 Mon Sep 17 00:00:00 2001 From: Cosmin Maria Date: Wed, 20 May 2026 17:37:48 +0300 Subject: [PATCH 1/2] test(langchain): add file-input integration tests across providers Adds a parameterized matrix that exercises every provider's chat model against the 11 most common file formats (txt, md, csv, html, pdf, docx, xlsx, png, jpg, gif, webp) via structured output. Each fixture embeds a known invoice payload so the assertion verifies the model actually read the file rather than hallucinating. Refactors the per-provider integration suites onto a shared `UiPathChatModelIntegrationTests` base that consolidates the setup fixture, `chat_model_class`/`params`, `supports_*` defaults, the `test_stream`/`test_astream` overrides, and the parallel-tool-calling matrix. Providers only carry their `skip_on_specific_configs` rules and override `_bind_parallel_and_sequential` when they need the Anthropic dialect. Fixture files are generated once and committed under `tests/langchain/fixtures/files/`; `tests/langchain/file_fixtures.py` keeps the generators (run `python -m tests.langchain.file_fixtures` to refresh). Tests load the committed bytes via `load_fixture(fmt)`. Co-Authored-By: Claude Opus 4.7 (1M context) --- pyproject.toml | 4 + tests/cassettes.db | Bin 46080000 -> 46080000 bytes .../clients/anthropic/test_integration.py | 164 +++-------- .../clients/bedrock/test_integration.py | 164 ++--------- .../clients/google/test_integration.py | 86 +----- .../clients/litellm/test_integration.py | 57 ++-- .../clients/normalized/test_integration.py | 106 ++----- .../clients/openai/test_integration.py | 150 +--------- .../clients/vertexai/test_integration.py | 104 ++----- tests/langchain/file_fixtures.py | 274 ++++++++++++++++++ tests/langchain/fixtures/files/invoice.csv | 5 + tests/langchain/fixtures/files/invoice.docx | Bin 0 -> 36680 bytes tests/langchain/fixtures/files/invoice.gif | Bin 0 -> 3660 bytes tests/langchain/fixtures/files/invoice.html | 1 + tests/langchain/fixtures/files/invoice.jpg | Bin 0 -> 11070 bytes tests/langchain/fixtures/files/invoice.md | 6 + tests/langchain/fixtures/files/invoice.pdf | Bin 0 -> 1462 bytes tests/langchain/fixtures/files/invoice.png | Bin 0 -> 6774 bytes tests/langchain/fixtures/files/invoice.txt | 4 + tests/langchain/fixtures/files/invoice.webp | Bin 0 -> 3102 bytes tests/langchain/fixtures/files/invoice.xlsx | Bin 0 -> 4956 bytes tests/langchain/integration_tests.py | 228 +++++++++++++++ uv.lock | 157 ++++++++++ 23 files changed, 826 insertions(+), 684 deletions(-) create mode 100644 tests/langchain/file_fixtures.py create mode 100644 tests/langchain/fixtures/files/invoice.csv create mode 100644 tests/langchain/fixtures/files/invoice.docx create mode 100644 tests/langchain/fixtures/files/invoice.gif create mode 100644 tests/langchain/fixtures/files/invoice.html create mode 100644 tests/langchain/fixtures/files/invoice.jpg create mode 100644 tests/langchain/fixtures/files/invoice.md create mode 100644 tests/langchain/fixtures/files/invoice.pdf create mode 100644 tests/langchain/fixtures/files/invoice.png create mode 100644 tests/langchain/fixtures/files/invoice.txt create mode 100644 tests/langchain/fixtures/files/invoice.webp create mode 100644 tests/langchain/fixtures/files/invoice.xlsx create mode 100644 tests/langchain/integration_tests.py diff --git a/pyproject.toml b/pyproject.toml index 44817bb..021f3bf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -45,6 +45,10 @@ dev = [ "uipath-llm-client[all]", "uipath_langchain_client[all]", "openinference-instrumentation-langchain>=0.1.63,<1.0.0", + "python-docx>=1.1.2,<2.0.0", + "openpyxl>=3.1.5,<4.0.0", + "reportlab>=4.2.5,<5.0.0", + "Pillow>=12.0.0,<13.0.0", ] [tool.uv] diff --git a/tests/cassettes.db b/tests/cassettes.db index bbd58c808f3dacf50241295508a5245eb525f9f6..07417b794dc1f9fa8ab5dcdf73b8e3cca4485712 100644 GIT binary patch delta 289844 zcmeEv37i~tmH$-F>W|; z9qHdYGO%}K-rkY>XLUcVyY#k>z_wF4{Y?V(-Y{-jS7i zM^^0}S-p2;&EAovo9a+D3WW(N(i}#LPvUlXty(5?H9l3n($i|09hVJhu2Gw19 z{ZEh)&9-4)C{=_wTT2%UMxn;0bJgLUg?cV`>$Y2l^F?0B+4$j|!|@bb+s>t{#lrBm 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z4u`#~iReAF`c`(|xe)lJtM}jR#U?~s&+Npn5jIVi3~Y7tBJW#v#k$7UMOTz1z-L^HX6T?a7g9Lrh7)V;%qJ!`Jm{y|m*D<Iw^%eu@ zrt5pkG((4$;m0v<9a>fl9a{dc)fpsuXLSa-#Gp3HBqpOmB{PWO5H$S6g<4!UulU zB01TejCuFuAI_7@?TD<*teD#6dv*!=V*0}#Bzb$~60-c-$1yIBDzZn0wzEB3PDSynv9isxCej}`k_(aVYhtT@PuL#%j#6^B`IgcWvH a9A(9etaynPe__STtT=`l?C8Tc(*GY6$xkc* diff --git a/tests/langchain/clients/anthropic/test_integration.py b/tests/langchain/clients/anthropic/test_integration.py index f2c133c..661b370 100644 --- a/tests/langchain/clients/anthropic/test_integration.py +++ b/tests/langchain/clients/anthropic/test_integration.py @@ -3,58 +3,33 @@ Tests UiPathChatAnthropic with both vertexai and awsbedrock vendor_types. """ +from collections.abc import Iterable from typing import Any import pytest from langchain_core.language_models.chat_models import BaseChatModel -from langchain_core.messages import AIMessageChunk -from langchain_tests.integration_tests import ChatModelIntegrationTests +from langchain_core.runnables import Runnable -from tests.langchain.utils import search_accommodation, search_attractions, search_flights +from tests.langchain.file_fixtures import IMAGE_FORMATS, PDF_FORMATS +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests @pytest.mark.asyncio @pytest.mark.vcr -class TestAnthropicIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True - - @property - def supports_image_urls(self) -> bool: - return True - - @property - def supports_pdf_inputs(self) -> bool: - return True - - @property - def supports_pdf_tool_message(self) -> bool: - return True - +class TestAnthropicIntegrationChatModel(UiPathChatModelIntegrationTests): @pytest.fixture(autouse=True) def skip_on_specific_configs( self, request: pytest.FixtureRequest, completions_config: tuple[type[BaseChatModel], dict[str, Any]], ) -> None: - model_class, model_kwargs = completions_config + _, model_kwargs = completions_config model_name = model_kwargs.get("model", "") test_name = request.node.originalname has_thinking = "thinking" in model_kwargs is_vertex = model_kwargs.get("vendor_type") == "vertexai" or "@" in model_name - - # Useless framework tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") + callspec = getattr(request.node, "callspec", None) + fmt = callspec.params.get("fmt") if callspec else None # Claude via Vertex AI: streaming bugged (502 / empty content) if is_vertex and test_name in [ @@ -111,102 +86,29 @@ def skip_on_specific_configs( ]: pytest.skip(f"Skipping {test_name}: URL image sources not supported via gateway") - @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class - - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - def test_stream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - for chunk in model.stream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - async def test_astream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - async for chunk in model.astream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - def test_parallel_and_sequential_tool_calling(self, model: BaseChatModel) -> None: - """Test parallel tool calling for Claude models.""" - tools = [search_accommodation, search_flights, search_attractions] - prompt = ( - "I want to plan a trip to Paris from New York. " - "I need to find flights for March 15th, accommodation from March 15th to March 20th, and things to do there.", - "Search for accomodations, flights and attractions in parallel. Don't repeat the same tool call.", - ) - model_with_tools_parallel = model.bind_tools( - tools, - tool_choice={"type": "any", "disable_parallel_tool_use": False}, # type: ignore + # File-input matrix: structured output forces tool_choice (incompatible with + # thinking); image/PDF blocks don't round-trip through the Anthropic gateway. + if test_name in ("test_file_inputs", "test_file_inputs_async"): + if has_thinking: + pytest.skip( + "Structured output forces tool_choice, which is incompatible with thinking" + ) + if fmt in (IMAGE_FORMATS | PDF_FORMATS): + pytest.skip( + "Image/PDF content blocks are not supported via the Anthropic gateway path" + ) + + def _bind_parallel_and_sequential( + self, model: BaseChatModel, tools: Iterable[Any] + ) -> tuple[Runnable, Runnable]: + tools_list = list(tools) + return ( + model.bind_tools( + tools_list, + tool_choice={"type": "any", "disable_parallel_tool_use": False}, # type: ignore + ), + model.bind_tools( + tools_list, + tool_choice={"type": "any", "disable_parallel_tool_use": True}, # type: ignore + ), ) - model_with_tools_sequential = model.bind_tools( - tools, - tool_choice={"type": "any", "disable_parallel_tool_use": True}, # type: ignore - ) - - parallel_response = model_with_tools_parallel.invoke(prompt) - sequential_response = model_with_tools_sequential.invoke(prompt) - - assert parallel_response.tool_calls is not None - assert sequential_response.tool_calls is not None - assert len(parallel_response.tool_calls) == len(tools) - assert len(sequential_response.tool_calls) == 1 - - async def test_parallel_and_sequential_tool_calling_async(self, model: BaseChatModel) -> None: - """Test parallel and sequential tool calling async for Claude.""" - tools = [search_accommodation, search_flights, search_attractions] - prompt = ( - "I want to plan a trip to Paris from New York. " - "I need to find flights for March 15th, accommodation from March 15th to March 20th, and things to do there.", - "Search for accomodations, flights and attractions in parallel. Don't repeat the same tool call.", - ) - model_with_tools_parallel = model.bind_tools( - tools, - tool_choice={"type": "any", "disable_parallel_tool_use": False}, # type: ignore - ) - model_with_tools_sequential = model.bind_tools( - tools, - tool_choice={"type": "any", "disable_parallel_tool_use": True}, # type: ignore - ) - - parallel_response = await model_with_tools_parallel.ainvoke(prompt) - sequential_response = await model_with_tools_sequential.ainvoke(prompt) - - assert parallel_response.tool_calls is not None - assert sequential_response.tool_calls is not None - assert len(parallel_response.tool_calls) == len(tools) - assert len(sequential_response.tool_calls) == 1 diff --git a/tests/langchain/clients/bedrock/test_integration.py b/tests/langchain/clients/bedrock/test_integration.py index 15b6bd6..6b56dd1 100644 --- a/tests/langchain/clients/bedrock/test_integration.py +++ b/tests/langchain/clients/bedrock/test_integration.py @@ -1,47 +1,23 @@ """LangChain integration tests for Bedrock provider clients.""" +from collections.abc import Iterable from typing import Any import pytest from langchain_core.language_models.chat_models import BaseChatModel -from langchain_core.messages import AIMessageChunk -from langchain_tests.integration_tests import ChatModelIntegrationTests +from langchain_core.runnables import Runnable from uipath_langchain_client.clients.bedrock.chat_models import ( UiPathChatAnthropicBedrock, UiPathChatBedrock, UiPathChatBedrockConverse, ) -from tests.langchain.utils import search_accommodation, search_attractions, search_flights +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests @pytest.mark.asyncio @pytest.mark.vcr -class TestBedrockIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True - - @property - def supports_image_urls(self) -> bool: - return True - - @property - def supports_pdf_inputs(self) -> bool: - return True - - @property - def supports_pdf_tool_message(self) -> bool: - return True - +class TestBedrockIntegrationChatModel(UiPathChatModelIntegrationTests): @pytest.fixture(autouse=True) def skip_on_specific_configs( self, @@ -52,10 +28,6 @@ def skip_on_specific_configs( test_name = request.node.originalname has_thinking = "thinking" in model_kwargs - # Useless framework tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") - # Claude + thinking: tool_choice forces tool use, incompatible with thinking if has_thinking and test_name in [ "test_structured_few_shot_examples", @@ -113,119 +85,27 @@ def skip_on_specific_configs( ]: pytest.skip(f"Skipping {test_name}: serialization not supported on Bedrock Converse") - @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class + # File-input matrix: structured output uses tool_choice; thinking is incompatible. + if test_name in ("test_file_inputs", "test_file_inputs_async") and has_thinking: + pytest.skip("Structured output forces tool_choice, which is incompatible with thinking") - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - def test_stream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - for chunk in model.stream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - async def test_astream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - async for chunk in model.astream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - def test_parallel_and_sequential_tool_calling(self, model: BaseChatModel) -> None: - """Test parallel tool calling for Claude Bedrock models.""" - tools = [search_accommodation, search_flights, search_attractions] - prompt = ( - "I want to plan a trip to Paris from New York. " - "I need to find flights for March 15th, accommodation from March 15th to March 20th, and things to do there.", - "Search for accomodations, flights and attractions in parallel. Don't repeat the same tool call.", - ) + def _bind_parallel_and_sequential( + self, model: BaseChatModel, tools: Iterable[Any] + ) -> tuple[Runnable, Runnable]: + tools_list = list(tools) if isinstance(model, UiPathChatAnthropicBedrock): - # UiPathChatAnthropicBedrock uses parallel_tool_calls as a top-level param - model_with_tools_parallel = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=True + # UiPathChatAnthropicBedrock uses parallel_tool_calls as a top-level param. + return ( + model.bind_tools(tools_list, tool_choice="any", parallel_tool_calls=True), + model.bind_tools(tools_list, tool_choice="any", parallel_tool_calls=False), ) - model_with_tools_sequential = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=False - ) - else: - model_with_tools_parallel = model.bind_tools( - tools, + return ( + model.bind_tools( + tools_list, tool_choice={"type": "any", "disable_parallel_tool_use": False}, # type: ignore - ) - model_with_tools_sequential = model.bind_tools( - tools, + ), + model.bind_tools( + tools_list, tool_choice={"type": "any", "disable_parallel_tool_use": True}, # type: ignore - ) - - parallel_response = model_with_tools_parallel.invoke(prompt) - sequential_response = model_with_tools_sequential.invoke(prompt) - - assert parallel_response.tool_calls is not None - assert sequential_response.tool_calls is not None - assert len(parallel_response.tool_calls) == len(tools) - assert len(sequential_response.tool_calls) == 1 - - async def test_parallel_and_sequential_tool_calling_async(self, model: BaseChatModel) -> None: - """Test parallel and sequential tool calling async for Bedrock.""" - tools = [search_accommodation, search_flights, search_attractions] - prompt = ( - "I want to plan a trip to Paris from New York. " - "I need to find flights for March 15th, accommodation from March 15th to March 20th, and things to do there.", - "Search for accomodations, flights and attractions in parallel. Don't repeat the same tool call.", + ), ) - if isinstance(model, UiPathChatAnthropicBedrock): - model_with_tools_parallel = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=True - ) - model_with_tools_sequential = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=False - ) - else: - model_with_tools_parallel = model.bind_tools( - tools, - tool_choice={"type": "any", "disable_parallel_tool_use": False}, # type: ignore - ) - model_with_tools_sequential = model.bind_tools( - tools, - tool_choice={"type": "any", "disable_parallel_tool_use": True}, # type: ignore - ) - - parallel_response = await model_with_tools_parallel.ainvoke(prompt) - sequential_response = await model_with_tools_sequential.ainvoke(prompt) - - assert parallel_response.tool_calls is not None - assert sequential_response.tool_calls is not None - assert len(parallel_response.tool_calls) == len(tools) - assert len(sequential_response.tool_calls) == 1 diff --git a/tests/langchain/clients/google/test_integration.py b/tests/langchain/clients/google/test_integration.py index 02067e3..2d61584 100644 --- a/tests/langchain/clients/google/test_integration.py +++ b/tests/langchain/clients/google/test_integration.py @@ -5,54 +5,26 @@ import pytest from langchain_core.embeddings import Embeddings from langchain_core.language_models.chat_models import BaseChatModel -from langchain_core.messages import AIMessageChunk -from langchain_tests.integration_tests import ChatModelIntegrationTests, EmbeddingsIntegrationTests +from langchain_tests.integration_tests import EmbeddingsIntegrationTests +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests from uipath.llm_client.settings import PlatformSettings @pytest.mark.asyncio @pytest.mark.vcr -class TestGoogleIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True - - @property - def supports_image_urls(self) -> bool: - return True - - @property - def supports_pdf_inputs(self) -> bool: - return True - - @property - def supports_pdf_tool_message(self) -> bool: - return True - +class TestGoogleIntegrationChatModel(UiPathChatModelIntegrationTests): @pytest.fixture(autouse=True) def skip_on_specific_configs( self, request: pytest.FixtureRequest, completions_config: tuple[type[BaseChatModel], dict[str, Any]], ) -> None: - model_class, model_kwargs = completions_config + _, model_kwargs = completions_config model_name = model_kwargs.get("model", "") test_name = request.node.originalname is_gemini_3 = "gemini-3" in model_name.lower() - # Useless framework tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") - # Gemini GoogleGenerativeAI: tool_message_histories / tool_message_error_status if is_gemini_3 and test_name in [ "test_tool_message_histories_string_content", @@ -75,56 +47,6 @@ def skip_on_specific_configs( ]: pytest.skip(f"Skipping {test_name}: not supported for Gemini models") - @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class - - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - def test_stream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - for chunk in model.stream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - async def test_astream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - async for chunk in model.astream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - @pytest.mark.asyncio @pytest.mark.vcr diff --git a/tests/langchain/clients/litellm/test_integration.py b/tests/langchain/clients/litellm/test_integration.py index 2b920ec..64dc87f 100644 --- a/tests/langchain/clients/litellm/test_integration.py +++ b/tests/langchain/clients/litellm/test_integration.py @@ -8,39 +8,25 @@ import pytest from langchain_core.embeddings import Embeddings from langchain_core.language_models.chat_models import BaseChatModel -from langchain_tests.integration_tests import ChatModelIntegrationTests, EmbeddingsIntegrationTests +from langchain_tests.integration_tests import EmbeddingsIntegrationTests + +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests @pytest.mark.asyncio @pytest.mark.vcr -class TestLiteLLMIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - +class TestLiteLLMIntegrationChatModel(UiPathChatModelIntegrationTests): @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class - - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True + def supports_pdf_inputs(self) -> bool: + return False @property - def supports_image_urls(self) -> bool: - return True + def supports_pdf_tool_message(self) -> bool: + return False @property - def supports_pdf_inputs(self) -> bool: - return False + def tool_choice_value(self) -> str: + return "required" @pytest.fixture(autouse=True) def skip_on_specific_configs( @@ -56,10 +42,6 @@ def skip_on_specific_configs( is_bedrock = model_name.startswith("anthropic.") is_vertex_claude = "@" in model_name and is_claude - # Skip framework-internal tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") - # Streaming tests — Bedrock invoke streaming returns 500 from gateway # ("Unable to extract claim sub_type from token") if is_bedrock and test_name in [ @@ -125,9 +107,22 @@ def skip_on_specific_configs( "ls_structured_output_format (upstream langchain-litellm issue)" ) - @property - def tool_choice_value(self) -> str: - return "required" + # Parallel tool calling has historically not been exercised on the litellm + # client (the previous class didn't override the test); leave the assertion + # off until it has dedicated coverage. + if test_name in ( + "test_parallel_and_sequential_tool_calling", + "test_parallel_and_sequential_tool_calling_async", + ): + pytest.skip(f"Skipping {test_name}: not yet exercised on the LiteLLM client") + + # File-input matrix: reuses with_structured_output, which is unreliable on + # ChatLiteLLM for the same reason `test_structured_output` is skipped. + if test_name in ("test_file_inputs", "test_file_inputs_async"): + pytest.skip( + "Structured output via ChatLiteLLM is not currently exercised " + "(upstream langchain-litellm issue)" + ) @pytest.mark.asyncio diff --git a/tests/langchain/clients/normalized/test_integration.py b/tests/langchain/clients/normalized/test_integration.py index 4152c6f..b7992e4 100644 --- a/tests/langchain/clients/normalized/test_integration.py +++ b/tests/langchain/clients/normalized/test_integration.py @@ -9,47 +9,24 @@ import pytest from langchain_core.embeddings import Embeddings from langchain_core.language_models.chat_models import BaseChatModel -from langchain_core.messages import AIMessageChunk -from langchain_tests.integration_tests import ChatModelIntegrationTests, EmbeddingsIntegrationTests +from langchain_tests.integration_tests import EmbeddingsIntegrationTests from uipath_langchain_client.clients.normalized.embeddings import UiPathEmbeddings +from tests.langchain.file_fixtures import IMAGE_FORMATS, PDF_FORMATS +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests from uipath.llm_client.settings import PlatformSettings @pytest.mark.asyncio @pytest.mark.vcr -class TestNormalizedIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True - - @property - def supports_image_urls(self) -> bool: - return True - - @property - def supports_pdf_inputs(self) -> bool: - return True - - @property - def supports_pdf_tool_message(self) -> bool: - return True - +class TestNormalizedIntegrationChatModel(UiPathChatModelIntegrationTests): @pytest.fixture(autouse=True) def skip_on_specific_configs( self, request: pytest.FixtureRequest, completions_config: tuple[type[BaseChatModel], dict[str, Any]], ) -> None: - model_class, model_kwargs = completions_config + _, model_kwargs = completions_config model_name = model_kwargs.get("model", "") test_name = request.node.originalname has_thinking = "thinking" in model_kwargs @@ -57,10 +34,9 @@ def skip_on_specific_configs( is_gemini = "gemini" in model_name.lower() is_gemini_3 = "gemini-3" in model_name.lower() is_vertex_claude = "@" in model_name and is_claude - - # Useless framework tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") + is_bedrock_claude = "anthropic." in model_name.lower() + callspec = getattr(request.node, "callspec", None) + fmt = callspec.params.get("fmt") if callspec else None # Claude via Vertex AI: streaming bugged (502 / empty content) if is_vertex_claude and test_name in [ @@ -149,7 +125,7 @@ def skip_on_specific_configs( pytest.skip(f"Skipping {test_name}: not supported for Claude via Vertex on normalized") # UiPathChat (normalized) + Claude via Bedrock: image/pdf/parallel - if "anthropic." in model_name.lower() and test_name in [ + if is_bedrock_claude and test_name in [ "test_image_inputs", "test_pdf_inputs", "test_parallel_and_sequential_tool_calling", @@ -171,55 +147,21 @@ def skip_on_specific_configs( ]: pytest.skip(f"Skipping {test_name}: not supported for GPT models") - @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class - - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - def test_stream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - for chunk in model.stream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - async def test_astream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - async for chunk in model.astream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) + # File-input matrix skips on the normalized API + if test_name in ("test_file_inputs", "test_file_inputs_async"): + if has_thinking: + pytest.skip( + "Structured output forces tool_choice, incompatible with Claude thinking" + ) + if "gpt" in model_name.lower() and fmt in PDF_FORMATS: + pytest.skip("PDF inputs not supported for GPT on the normalized API") + if is_gemini and fmt in PDF_FORMATS: + pytest.skip("PDF inputs not supported for Gemini on the normalized API") + if (is_vertex_claude or is_bedrock_claude) and fmt in (IMAGE_FORMATS | PDF_FORMATS): + pytest.skip( + "Image/PDF content blocks not supported for Claude via " + "Vertex/Bedrock on the normalized API" + ) def test_parallel_and_sequential_tool_calling(self, model: BaseChatModel) -> None: """Test parallel tool calling - normalized API delegates to provider.""" diff --git a/tests/langchain/clients/openai/test_integration.py b/tests/langchain/clients/openai/test_integration.py index 5b75de8..be9d23f 100644 --- a/tests/langchain/clients/openai/test_integration.py +++ b/tests/langchain/clients/openai/test_integration.py @@ -5,52 +5,26 @@ import pytest from langchain_core.embeddings import Embeddings from langchain_core.language_models.chat_models import BaseChatModel -from langchain_core.messages import AIMessageChunk -from langchain_tests.integration_tests import ChatModelIntegrationTests, EmbeddingsIntegrationTests +from langchain_tests.integration_tests import EmbeddingsIntegrationTests -from tests.langchain.utils import search_accommodation, search_attractions, search_flights +from tests.langchain.file_fixtures import PDF_FORMATS +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests @pytest.mark.asyncio @pytest.mark.vcr -class TestOpenAIIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True - - @property - def supports_image_urls(self) -> bool: - return True - - @property - def supports_pdf_inputs(self) -> bool: - return True - - @property - def supports_pdf_tool_message(self) -> bool: - return True - +class TestOpenAIIntegrationChatModel(UiPathChatModelIntegrationTests): @pytest.fixture(autouse=True) def skip_on_specific_configs( self, request: pytest.FixtureRequest, completions_config: tuple[type[BaseChatModel], dict[str, Any]], ) -> None: - model_class, model_kwargs = completions_config + _, model_kwargs = completions_config model_name = model_kwargs.get("model", "") test_name = request.node.originalname - - # Useless framework tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") + callspec = getattr(request.node, "callspec", None) + fmt = callspec.params.get("fmt") if callspec else None # GPT-5 / responses_api: stop_sequence not supported if ("gpt-5" in model_name.lower() or "use_responses_api" in model_kwargs) and test_name in [ @@ -66,109 +40,13 @@ def skip_on_specific_configs( ]: pytest.skip(f"Skipping {test_name}: not supported for GPT models") - @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class - - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - def test_stream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - for chunk in model.stream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - async def test_astream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - async for chunk in model.astream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - def test_parallel_and_sequential_tool_calling(self, model: BaseChatModel) -> None: - """Test parallel tool calling - model should call multiple tools at once.""" - tools = [search_accommodation, search_flights, search_attractions] - prompt = ( - "I want to plan a trip to Paris from New York. " - "I need to find flights for March 15th, accommodation from March 15th to March 20th, and things to do there.", - "Search for accomodations, flights and attractions in parallel. Don't repeat the same tool call.", - ) - model_with_tools_parallel = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=True - ) - model_with_tools_sequential = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=False - ) - - parallel_response = model_with_tools_parallel.invoke(prompt) - sequential_response = model_with_tools_sequential.invoke(prompt) - - assert parallel_response.tool_calls is not None - assert sequential_response.tool_calls is not None - assert len(parallel_response.tool_calls) == len(tools), ( - f"Expected multiple different tools to be called in parallel, got: {parallel_response.tool_calls}" - ) - assert len(sequential_response.tool_calls) == 1, ( - f"Expected only one tool to be called in sequential mode, got: {sequential_response.tool_calls}" - ) - - async def test_parallel_and_sequential_tool_calling_async(self, model: BaseChatModel) -> None: - """Test parallel and sequential tool calling async.""" - tools = [search_accommodation, search_flights, search_attractions] - prompt = ( - "I want to plan a trip to Paris from New York. " - "I need to find flights for March 15th, accommodation from March 15th to March 20th, and things to do there.", - "Search for accomodations, flights and attractions in parallel. Don't repeat the same tool call.", - ) - model_with_tools_parallel = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=True - ) - model_with_tools_sequential = model.bind_tools( - tools, tool_choice="any", parallel_tool_calls=False - ) - - parallel_response = await model_with_tools_parallel.ainvoke(prompt) - sequential_response = await model_with_tools_sequential.ainvoke(prompt) - - assert parallel_response.tool_calls is not None - assert sequential_response.tool_calls is not None - assert len(parallel_response.tool_calls) == len(tools), ( - f"Expected multiple different tools to be called in parallel, got: {parallel_response.tool_calls}" - ) - assert len(sequential_response.tool_calls) == 1, ( - f"Expected only one tool to be called in sequential mode, got: {sequential_response.tool_calls}" - ) + # File-input matrix: PDF file blocks require the Responses API on Azure OpenAI. + if ( + test_name in ("test_file_inputs", "test_file_inputs_async") + and fmt in PDF_FORMATS + and not model_kwargs.get("use_responses_api") + ): + pytest.skip("PDF inputs require the OpenAI Responses API") @pytest.mark.asyncio diff --git a/tests/langchain/clients/vertexai/test_integration.py b/tests/langchain/clients/vertexai/test_integration.py index 91a95ef..fb8c55c 100644 --- a/tests/langchain/clients/vertexai/test_integration.py +++ b/tests/langchain/clients/vertexai/test_integration.py @@ -1,54 +1,28 @@ """LangChain integration tests for VertexAI provider client.""" +from collections.abc import Iterable from typing import Any import pytest from langchain_core.language_models.chat_models import BaseChatModel -from langchain_core.messages import AIMessageChunk -from langchain_tests.integration_tests import ChatModelIntegrationTests +from langchain_core.runnables import Runnable + +from tests.langchain.integration_tests import UiPathChatModelIntegrationTests @pytest.mark.asyncio @pytest.mark.vcr -class TestVertexAIIntegrationChatModel(ChatModelIntegrationTests): - @pytest.fixture(autouse=True) - def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]): - self._completions_class, self.completions_kwargs = completions_config - - @property - def supports_image_inputs(self) -> bool: - return True - - @property - def supports_image_tool_message(self) -> bool: - return True - - @property - def supports_image_urls(self) -> bool: - return True - - @property - def supports_pdf_inputs(self) -> bool: - return True - - @property - def supports_pdf_tool_message(self) -> bool: - return True - +class TestVertexAIIntegrationChatModel(UiPathChatModelIntegrationTests): @pytest.fixture(autouse=True) def skip_on_specific_configs( self, request: pytest.FixtureRequest, completions_config: tuple[type[BaseChatModel], dict[str, Any]], ) -> None: - model_class, model_kwargs = completions_config + _, model_kwargs = completions_config test_name = request.node.originalname has_thinking = "thinking" in model_kwargs - # Useless framework tests - if test_name in ["test_no_overrides_DO_NOT_OVERRIDE", "test_unicode_tool_call_integration"]: - pytest.skip(f"Skipping {test_name}: not relevant") - # Claude + thinking: tool_choice forces tool use, incompatible with thinking if has_thinking and test_name in [ "test_structured_few_shot_examples", @@ -135,52 +109,22 @@ def skip_on_specific_configs( ]: pytest.skip(f"Skipping {test_name}: not supported on this client") - @property - def chat_model_class(self) -> type[BaseChatModel]: - return self._completions_class - - @property - def chat_model_params(self) -> dict[str, Any]: - return self.completions_kwargs - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - def test_stream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - for chunk in model.stream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" - ) - - @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) - async def test_astream(self, model: BaseChatModel) -> None: - chunks: list[AIMessageChunk] = [] - full: AIMessageChunk | None = None - async for chunk in model.astream("Hello"): - assert chunk is not None - assert isinstance(chunk, AIMessageChunk) - assert isinstance(chunk.content, str | list) - chunks.append(chunk) - full = chunk if full is None else full + chunk - assert len(chunks) > 0 - assert isinstance(full, AIMessageChunk) - assert full.content - text_blocks = [block for block in full.content_blocks if block["type"] == "text"] - assert len(text_blocks) == 1 - - last_chunk = chunks[-1] - assert last_chunk.chunk_position == "last", ( - f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" + # File-input matrix: structured output not supported on this client (matches + # the test_structured_output skip above). + if test_name in ("test_file_inputs", "test_file_inputs_async"): + pytest.skip("Structured output is not currently supported on this client") + + def _bind_parallel_and_sequential( + self, model: BaseChatModel, tools: Iterable[Any] + ) -> tuple[Runnable, Runnable]: + tools_list = list(tools) + return ( + model.bind_tools( + tools_list, + tool_choice={"type": "any", "disable_parallel_tool_use": False}, # type: ignore + ), + model.bind_tools( + tools_list, + tool_choice={"type": "any", "disable_parallel_tool_use": True}, # type: ignore + ), ) diff --git a/tests/langchain/file_fixtures.py b/tests/langchain/file_fixtures.py new file mode 100644 index 0000000..3920b3b --- /dev/null +++ b/tests/langchain/file_fixtures.py @@ -0,0 +1,274 @@ +"""Dummy file fixtures for LangChain file-input integration tests. + +Each generator produces a file containing the same known invoice payload (see +``INVOICE_TEXT``). The generated files are checked into +``tests/langchain/fixtures/files/`` so test runs are deterministic and don't +re-render binaries on every invocation. The generators are kept so we can +regenerate the bundle when adding a new format or tweaking content — run:: + + python -m tests.langchain.file_fixtures + +Tests load files via ``load_fixture(fmt)`` and convert them into a LangChain +``HumanMessage`` content list via ``build_human_content_block(fmt, data)``, +which assertion code then sends through ``model.with_structured_output``. +""" + +from __future__ import annotations + +import base64 +import csv +import io +from pathlib import Path +from typing import Any + +from pydantic import BaseModel, Field + +INVOICE_NUMBER = "INV-7421" +CUSTOMER = "Acme Corp" +TOTAL_AMOUNT = 1234.56 +DUE_DATE = "2026-03-15" + +INVOICE_TEXT = ( + f"Invoice Number: {INVOICE_NUMBER}\n" + f"Customer: {CUSTOMER}\n" + f"Total Amount: ${TOTAL_AMOUNT:.2f}\n" + f"Due Date: {DUE_DATE}\n" +) + +FIXTURES_DIR = Path(__file__).parent / "fixtures" / "files" + + +class InvoiceInfo(BaseModel): + """Structured output schema returned by the model under test.""" + + invoice_number: str = Field(description="The invoice number, e.g. INV-1234") + customer: str = Field(description="The customer name on the invoice") + total_amount: float = Field(description="The total amount in USD as a number") + + +def make_txt() -> bytes: + return INVOICE_TEXT.encode("utf-8") + + +def make_md() -> bytes: + body = ( + "# Invoice\n\n" + f"- **Invoice Number:** {INVOICE_NUMBER}\n" + f"- **Customer:** {CUSTOMER}\n" + f"- **Total Amount:** ${TOTAL_AMOUNT:.2f}\n" + f"- **Due Date:** {DUE_DATE}\n" + ) + return body.encode("utf-8") + + +def make_csv() -> bytes: + buf = io.StringIO() + writer = csv.writer(buf) + writer.writerow(["field", "value"]) + writer.writerow(["invoice_number", INVOICE_NUMBER]) + writer.writerow(["customer", CUSTOMER]) + writer.writerow(["total_amount", f"{TOTAL_AMOUNT:.2f}"]) + writer.writerow(["due_date", DUE_DATE]) + return buf.getvalue().encode("utf-8") + + +def make_html() -> bytes: + body = ( + "" + "

Invoice

" + f"

Invoice Number: {INVOICE_NUMBER}

" + f"

Customer: {CUSTOMER}

" + f"

Total Amount: ${TOTAL_AMOUNT:.2f}

" + f"

Due Date: {DUE_DATE}

" + "" + ) + return body.encode("utf-8") + + +def make_pdf() -> bytes: + from reportlab.pdfgen import canvas + + buf = io.BytesIO() + c = canvas.Canvas(buf) + c.setFont("Helvetica", 14) + y = 800 + for line in INVOICE_TEXT.splitlines(): + c.drawString(72, y, line) + y -= 24 + c.save() + return buf.getvalue() + + +def make_docx() -> bytes: + from docx import Document + + doc = Document() + doc.add_heading("Invoice", level=1) + for line in INVOICE_TEXT.splitlines(): + doc.add_paragraph(line) + buf = io.BytesIO() + doc.save(buf) + return buf.getvalue() + + +def make_xlsx() -> bytes: + from openpyxl import Workbook + + wb = Workbook() + ws = wb.active + assert ws is not None + ws.title = "Invoice" + ws.append(["field", "value"]) + ws.append(["invoice_number", INVOICE_NUMBER]) + ws.append(["customer", CUSTOMER]) + ws.append(["total_amount", TOTAL_AMOUNT]) + ws.append(["due_date", DUE_DATE]) + buf = io.BytesIO() + wb.save(buf) + return buf.getvalue() + + +def _make_image(fmt: str) -> bytes: + """Render the invoice text into an image so the model has to OCR it.""" + from PIL import Image, ImageDraw, ImageFont + + width, height = 640, 360 + img = Image.new("RGB", (width, height), color="white") + draw = ImageDraw.Draw(img) + try: + font = ImageFont.truetype("DejaVuSans.ttf", 22) + except OSError: + font = ImageFont.load_default() + y = 40 + for line in INVOICE_TEXT.splitlines(): + draw.text((40, y), line, fill="black", font=font) + y += 40 + buf = io.BytesIO() + save_kwargs: dict[str, Any] = {"format": fmt.upper()} + if fmt.lower() in ("jpg", "jpeg"): + save_kwargs["format"] = "JPEG" + save_kwargs["quality"] = 95 + img.save(buf, **save_kwargs) + return buf.getvalue() + + +def make_png() -> bytes: + return _make_image("PNG") + + +def make_jpg() -> bytes: + return _make_image("JPEG") + + +def make_gif() -> bytes: + return _make_image("GIF") + + +def make_webp() -> bytes: + return _make_image("WEBP") + + +GENERATORS = { + "txt": (make_txt, "text/plain"), + "md": (make_md, "text/markdown"), + "csv": (make_csv, "text/csv"), + "html": (make_html, "text/html"), + "pdf": (make_pdf, "application/pdf"), + "docx": (make_docx, "application/vnd.openxmlformats-officedocument.wordprocessingml.document"), + "xlsx": (make_xlsx, "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"), + "png": (make_png, "image/png"), + "jpg": (make_jpg, "image/jpeg"), + "gif": (make_gif, "image/gif"), + "webp": (make_webp, "image/webp"), +} + +TEXT_LIKE_FORMATS = {"txt", "md", "csv", "html"} +IMAGE_FORMATS = {"png", "jpg", "gif", "webp"} +PDF_FORMATS = {"pdf"} +OFFICE_FORMATS = {"docx", "xlsx"} + + +def fixture_path(fmt: str) -> Path: + return FIXTURES_DIR / f"invoice.{fmt}" + + +def load_fixture(fmt: str) -> bytes: + """Read the committed fixture for ``fmt`` from ``tests/langchain/fixtures/files``.""" + return fixture_path(fmt).read_bytes() + + +def regenerate_fixtures() -> None: + """Re-generate every committed fixture file. Run via ``python -m tests.langchain.file_fixtures``.""" + FIXTURES_DIR.mkdir(parents=True, exist_ok=True) + for fmt, (generator, _) in GENERATORS.items(): + fixture_path(fmt).write_bytes(generator()) + + +def extract_text_for_office(fmt: str, data: bytes) -> str: + """Return readable text extracted from a docx/xlsx blob. + + Most LLM providers don't accept raw Office binaries as content blocks, so + we pre-extract on the client side and send the result as plain text. + """ + buf = io.BytesIO(data) + if fmt == "docx": + from docx import Document + + doc = Document(buf) + return "\n".join(p.text for p in doc.paragraphs if p.text) + if fmt == "xlsx": + from openpyxl import load_workbook + + wb = load_workbook(buf, read_only=True, data_only=True) + lines: list[str] = [] + for ws in wb.worksheets: + for row in ws.iter_rows(values_only=True): + lines.append(",".join("" if v is None else str(v) for v in row)) + return "\n".join(lines) + raise ValueError(f"extract_text_for_office does not handle {fmt!r}") + + +def build_human_content_block(fmt: str, data: bytes) -> list[dict[str, Any]]: + """Return the LangChain HumanMessage content blocks for a generated file. + + - text-like formats are sent inline as a fenced code block in a text block + - images go through the standard ``image`` block (base64) + - pdf goes through the standard ``file`` block (base64) + - docx/xlsx are pre-extracted to text and sent as a text block + """ + prompt = "Extract the invoice number, customer, and total amount from the attached file." + if fmt in TEXT_LIKE_FORMATS: + text = data.decode("utf-8") + return [ + {"type": "text", "text": f"{prompt}\n\n```{fmt}\n{text}\n```"}, + ] + if fmt in OFFICE_FORMATS: + text = extract_text_for_office(fmt, data) + return [ + {"type": "text", "text": f"{prompt}\n\n```{fmt}\n{text}\n```"}, + ] + if fmt in PDF_FORMATS: + return [ + {"type": "text", "text": prompt}, + { + "type": "file", + "base64": base64.b64encode(data).decode("ascii"), + "mime_type": "application/pdf", + }, + ] + if fmt in IMAGE_FORMATS: + mime = GENERATORS[fmt][1] + return [ + {"type": "text", "text": prompt}, + { + "type": "image", + "base64": base64.b64encode(data).decode("ascii"), + "mime_type": mime, + }, + ] + raise ValueError(f"Unsupported fixture format: {fmt!r}") + + +if __name__ == "__main__": + regenerate_fixtures() + print(f"Wrote {len(GENERATORS)} fixtures to {FIXTURES_DIR}") diff --git a/tests/langchain/fixtures/files/invoice.csv b/tests/langchain/fixtures/files/invoice.csv new file mode 100644 index 0000000..c26ce01 --- /dev/null +++ b/tests/langchain/fixtures/files/invoice.csv @@ -0,0 +1,5 @@ +field,value +invoice_number,INV-7421 +customer,Acme Corp +total_amount,1234.56 +due_date,2026-03-15 diff --git a/tests/langchain/fixtures/files/invoice.docx b/tests/langchain/fixtures/files/invoice.docx new file mode 100644 index 0000000000000000000000000000000000000000..b32b05481e4d8b6afb9fb2436c6d360fd230e7b5 GIT binary patch literal 36680 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Invoice

Invoice Number: INV-7421

Customer: Acme Corp

Total Amount: $1234.56

Due Date: 2026-03-15

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+`UiPathChatModelIntegrationTests` consolidates the overrides that every +provider's `ChatModelIntegrationTests` subclass previously duplicated: + +- `setup_models` autouse fixture (reads the provider-local `completions_config`) +- `chat_model_class` / `chat_model_params` properties +- `supports_*` property defaults (all `True`; override in a subclass to disable) +- The `test_stream` / `test_astream` overrides that parametrize on + ``output_version`` and assert `chunk_position == "last"` +- The `test_parallel_and_sequential_tool_calling[_async]` methods, with a + ``_bind_parallel_and_sequential`` hook that providers override to switch + between the OpenAI dialect (``parallel_tool_calls``) and the Anthropic + dialect (``disable_parallel_tool_use``) +- The new `test_file_inputs[_async]` matrix, parameterized over every format in + `tests.langchain.file_fixtures.GENERATORS` (txt/md/csv/html, pdf, docx/xlsx, + png/jpg/gif/webp). Each test asks the model for structured output and + asserts the embedded invoice payload round-trips. + +Subclasses should still declare a `skip_on_specific_configs` fixture for +provider-specific skips, and override `supports_*` properties or +`_bind_parallel_and_sequential` where the defaults don't apply. +""" + +from __future__ import annotations + +from collections.abc import Iterable +from typing import Any, cast + +import pytest +from langchain_core.language_models.chat_models import BaseChatModel +from langchain_core.messages import AIMessageChunk, HumanMessage +from langchain_core.runnables import Runnable +from langchain_tests.integration_tests import ChatModelIntegrationTests + +from tests.langchain.file_fixtures import ( + CUSTOMER, + GENERATORS, + INVOICE_NUMBER, + TOTAL_AMOUNT, + InvoiceInfo, + build_human_content_block, + load_fixture, +) +from tests.langchain.utils import search_accommodation, search_attractions, search_flights + +_PARALLEL_TOOL_PROMPT = ( + "I want to plan a trip to Paris from New York. " + "I need to find flights for March 15th, accommodation from March 15th to March 20th, " + "and things to do there.", + "Search for accomodations, flights and attractions in parallel. " + "Don't repeat the same tool call.", +) + +_FILE_INPUT_FORMATS = sorted(GENERATORS.keys()) + + +def _assert_invoice(result: Any) -> None: + assert isinstance(result, InvoiceInfo), f"Unexpected result type: {type(result)!r}" + assert result.invoice_number.upper().replace(" ", "") == INVOICE_NUMBER, ( + f"Got invoice_number={result.invoice_number!r}, expected {INVOICE_NUMBER!r}" + ) + assert CUSTOMER.lower() in result.customer.lower(), ( + f"Got customer={result.customer!r}, expected to contain {CUSTOMER!r}" + ) + assert abs(result.total_amount - TOTAL_AMOUNT) < 0.01, ( + f"Got total_amount={result.total_amount!r}, expected ≈ {TOTAL_AMOUNT}" + ) + + +class UiPathChatModelIntegrationTests(ChatModelIntegrationTests): + @pytest.fixture(autouse=True) + def setup_models(self, completions_config: tuple[type[BaseChatModel], dict[str, Any]]) -> None: + self._completions_class, self.completions_kwargs = completions_config + + @pytest.fixture(autouse=True) + def skip_framework_irrelevant(self, request: pytest.FixtureRequest) -> None: + if request.node.originalname in ( + "test_no_overrides_DO_NOT_OVERRIDE", + "test_unicode_tool_call_integration", + ): + pytest.skip(f"Skipping {request.node.originalname}: not relevant") + + @property + def chat_model_class(self) -> type[BaseChatModel]: + return self._completions_class + + @property + def chat_model_params(self) -> dict[str, Any]: + return self.completions_kwargs + + @property + def supports_image_inputs(self) -> bool: + return True + + @property + def supports_image_tool_message(self) -> bool: + return True + + @property + def supports_image_urls(self) -> bool: + return True + + @property + def supports_pdf_inputs(self) -> bool: + return True + + @property + def supports_pdf_tool_message(self) -> bool: + return True + + @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) + def test_stream(self, model: BaseChatModel) -> None: + chunks: list[AIMessageChunk] = [] + full: AIMessageChunk | None = None + for chunk in model.stream("Hello"): + assert chunk is not None + assert isinstance(chunk, AIMessageChunk) + assert isinstance(chunk.content, str | list) + chunks.append(chunk) + full = chunk if full is None else full + chunk + assert len(chunks) > 0 + assert isinstance(full, AIMessageChunk) + assert full.content + text_blocks = [block for block in full.content_blocks if block["type"] == "text"] + assert len(text_blocks) == 1 + + last_chunk = chunks[-1] + assert last_chunk.chunk_position == "last", ( + f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" + ) + + @pytest.mark.parametrize("model", [{}, {"output_version": "v1"}], indirect=True) + async def test_astream(self, model: BaseChatModel) -> None: + chunks: list[AIMessageChunk] = [] + full: AIMessageChunk | None = None + async for chunk in model.astream("Hello"): + assert chunk is not None + assert isinstance(chunk, AIMessageChunk) + assert isinstance(chunk.content, str | list) + chunks.append(chunk) + full = chunk if full is None else full + chunk + assert len(chunks) > 0 + assert isinstance(full, AIMessageChunk) + assert full.content + text_blocks = [block for block in full.content_blocks if block["type"] == "text"] + assert len(text_blocks) == 1 + + last_chunk = chunks[-1] + assert last_chunk.chunk_position == "last", ( + f"Final chunk must have chunk_position='last', got {last_chunk.chunk_position!r}" + ) + + def _bind_parallel_and_sequential( + self, model: BaseChatModel, tools: Iterable[Any] + ) -> tuple[Runnable, Runnable]: + """Return ``(parallel_model, sequential_model)`` for the parallel test. + + Default is the OpenAI dialect (``parallel_tool_calls`` kwarg). Providers + on the Anthropic dialect override to use ``disable_parallel_tool_use`` + inside ``tool_choice``. + """ + tools_list = list(tools) + return ( + model.bind_tools(tools_list, tool_choice="any", parallel_tool_calls=True), + model.bind_tools(tools_list, tool_choice="any", parallel_tool_calls=False), + ) + + def test_parallel_and_sequential_tool_calling(self, model: BaseChatModel) -> None: + tools = [search_accommodation, search_flights, search_attractions] + parallel, sequential = self._bind_parallel_and_sequential(model, tools) + + parallel_response = parallel.invoke(_PARALLEL_TOOL_PROMPT) + sequential_response = sequential.invoke(_PARALLEL_TOOL_PROMPT) + + assert parallel_response.tool_calls is not None + assert sequential_response.tool_calls is not None + assert len(parallel_response.tool_calls) == len(tools), ( + f"Expected multiple different tools to be called in parallel, " + f"got: {parallel_response.tool_calls}" + ) + assert len(sequential_response.tool_calls) == 1, ( + f"Expected only one tool to be called in sequential mode, " + f"got: {sequential_response.tool_calls}" + ) + + async def test_parallel_and_sequential_tool_calling_async(self, model: BaseChatModel) -> None: + tools = [search_accommodation, search_flights, search_attractions] + parallel, sequential = self._bind_parallel_and_sequential(model, tools) + + parallel_response = await parallel.ainvoke(_PARALLEL_TOOL_PROMPT) + sequential_response = await sequential.ainvoke(_PARALLEL_TOOL_PROMPT) + + assert parallel_response.tool_calls is not None + assert sequential_response.tool_calls is not None + assert len(parallel_response.tool_calls) == len(tools), ( + f"Expected multiple different tools to be called in parallel, " + f"got: {parallel_response.tool_calls}" + ) + assert len(sequential_response.tool_calls) == 1, ( + f"Expected only one tool to be called in sequential mode, " + f"got: {sequential_response.tool_calls}" + ) + + def _build_file_input_structured_model(self) -> Runnable: + model = self._completions_class(**self.completions_kwargs) + return model.with_structured_output(InvoiceInfo) + + def _build_human_message(self, fmt: str) -> HumanMessage: + # `HumanMessage.content` is typed against `list[str | dict[Unknown, Unknown]]`; + # langchain happily accepts our concrete `list[dict[str, Any]]` at runtime + # but pyright can't widen across the invariant `list`, so cast. + blocks = cast(list[Any], build_human_content_block(fmt, load_fixture(fmt))) + return HumanMessage(content=blocks) + + @pytest.mark.parametrize("fmt", _FILE_INPUT_FORMATS) + def test_file_inputs(self, fmt: str) -> None: + """Round-trip a generated ``fmt`` file through the model via structured output.""" + result = self._build_file_input_structured_model().invoke([self._build_human_message(fmt)]) + _assert_invoice(result) + + @pytest.mark.parametrize("fmt", _FILE_INPUT_FORMATS) + async def test_file_inputs_async(self, fmt: str) -> None: + """Async path mirrors `test_file_inputs` for every supported format.""" + result = await self._build_file_input_structured_model().ainvoke( + [self._build_human_message(fmt)] + ) + _assert_invoice(result) diff --git a/uv.lock b/uv.lock index 3de86ec..87debb1 100644 --- a/uv.lock +++ b/uv.lock @@ -673,6 +673,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/a7/5f/ed01f9a3cdffbd5a008556fc7b2a08ddb1cc6ace7effa7340604b1d16699/docstring_parser-0.18.0-py3-none-any.whl", hash = "sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b", size = 22484, upload-time = "2026-04-14T04:09:18.638Z" }, ] +[[package]] +name = "et-xmlfile" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d3/38/af70d7ab1ae9d4da450eeec1fa3918940a5fafb9055e934af8d6eb0c2313/et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54", size = 17234, upload-time = "2024-10-25T17:25:40.039Z" } +wheels = [ + { url = 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{ name = "pyright", specifier = ">=1.1.408,<2.0.0" }, { name = "pytest", specifier = ">=9.0.3,<10.0.0" }, { name = "pytest-asyncio", specifier = ">=1.3.0,<2.0.0" }, { name = "pytest-recording", specifier = ">=0.13.4,<1.0.0" }, + { name = "python-docx", specifier = ">=1.1.2,<2.0.0" }, + { name = "reportlab", specifier = ">=4.2.5,<5.0.0" }, { name = "ruff", specifier = ">=0.15.11,<1.0.0" }, { name = "uipath-langchain-client", extras = ["all"], editable = "packages/uipath_langchain_client" }, { name = "uipath-llm-client", extras = ["all"], editable = "." }, From 34b8adcb02a75f1058b0686272acb51bf1bbc502 Mon Sep 17 00:00:00 2001 From: Cosmin Maria Date: Wed, 20 May 2026 18:40:23 +0300 Subject: [PATCH 2/2] test(langchain): switch invoice fixture to whole-dollar amount Bedrock-hosted Claude and a few Gemini configs reliably OCR the invoice text from images but drop the decimal point: "$1234.56" comes back as `total_amount=123456.0`. That made 29 of the new file-input tests deterministically fail on Bedrock images and flaky on Gemini thinking runs. Switching the fixture amount to a whole-dollar value ($4200) removes the ambiguity entirely. Pydantic still coerces to `float`, so the schema field and assertion are unchanged. Regenerated all 11 committed fixture files and re-recorded the affected cassettes. Full file-input run: 364 passed, 318 skipped, 0 failed. Co-Authored-By: Claude Opus 4.7 (1M context) --- tests/cassettes.db | Bin 46080000 -> 46915584 bytes tests/langchain/file_fixtures.py | 14 +++++++++----- tests/langchain/fixtures/files/invoice.csv | 2 +- tests/langchain/fixtures/files/invoice.docx | Bin 36680 -> 36677 bytes tests/langchain/fixtures/files/invoice.gif | Bin 3660 -> 3575 bytes tests/langchain/fixtures/files/invoice.html | 2 +- tests/langchain/fixtures/files/invoice.jpg | Bin 11070 -> 10829 bytes tests/langchain/fixtures/files/invoice.md | 2 +- tests/langchain/fixtures/files/invoice.pdf | Bin 1462 -> 1460 bytes tests/langchain/fixtures/files/invoice.png | Bin 6774 -> 6542 bytes tests/langchain/fixtures/files/invoice.txt | 2 +- tests/langchain/fixtures/files/invoice.webp | Bin 3102 -> 2994 bytes tests/langchain/fixtures/files/invoice.xlsx | Bin 4956 -> 4953 bytes 13 files changed, 13 insertions(+), 9 deletions(-) diff --git a/tests/cassettes.db b/tests/cassettes.db index 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a/tests/langchain/file_fixtures.py +++ b/tests/langchain/file_fixtures.py @@ -25,13 +25,17 @@ INVOICE_NUMBER = "INV-7421" CUSTOMER = "Acme Corp" -TOTAL_AMOUNT = 1234.56 +# Whole-dollar amount on purpose: when rendered into an image, OCR sometimes +# drops the decimal point of values like "$1234.56" and the model then returns +# 123456.0 instead of 1234.56 (observed on Bedrock-hosted Claude and flaky +# Gemini thinking runs). An integer total sidesteps the ambiguity. +TOTAL_AMOUNT = 4200 DUE_DATE = "2026-03-15" INVOICE_TEXT = ( f"Invoice Number: {INVOICE_NUMBER}\n" f"Customer: {CUSTOMER}\n" - f"Total Amount: ${TOTAL_AMOUNT:.2f}\n" + f"Total Amount: ${TOTAL_AMOUNT}\n" f"Due Date: {DUE_DATE}\n" ) @@ -55,7 +59,7 @@ def make_md() -> bytes: "# Invoice\n\n" f"- **Invoice Number:** {INVOICE_NUMBER}\n" f"- **Customer:** {CUSTOMER}\n" - f"- **Total Amount:** ${TOTAL_AMOUNT:.2f}\n" + f"- **Total Amount:** ${TOTAL_AMOUNT}\n" f"- **Due Date:** {DUE_DATE}\n" ) return body.encode("utf-8") @@ -67,7 +71,7 @@ def make_csv() -> bytes: writer.writerow(["field", "value"]) writer.writerow(["invoice_number", INVOICE_NUMBER]) writer.writerow(["customer", CUSTOMER]) - writer.writerow(["total_amount", f"{TOTAL_AMOUNT:.2f}"]) + writer.writerow(["total_amount", str(TOTAL_AMOUNT)]) writer.writerow(["due_date", DUE_DATE]) return buf.getvalue().encode("utf-8") @@ -78,7 +82,7 @@ def make_html() -> bytes: "

Invoice

" f"

Invoice Number: {INVOICE_NUMBER}

" f"

Customer: {CUSTOMER}

" - f"

Total Amount: ${TOTAL_AMOUNT:.2f}

" + f"

Total Amount: ${TOTAL_AMOUNT}

" f"

Due Date: {DUE_DATE}

" "" ) diff --git a/tests/langchain/fixtures/files/invoice.csv b/tests/langchain/fixtures/files/invoice.csv index c26ce01..0c44e3a 100644 --- a/tests/langchain/fixtures/files/invoice.csv +++ b/tests/langchain/fixtures/files/invoice.csv @@ -1,5 +1,5 @@ field,value invoice_number,INV-7421 customer,Acme Corp -total_amount,1234.56 +total_amount,4200 due_date,2026-03-15 diff --git a/tests/langchain/fixtures/files/invoice.docx b/tests/langchain/fixtures/files/invoice.docx index b32b05481e4d8b6afb9fb2436c6d360fd230e7b5..d8b4c6476a078b67f854c787502ea5ae05c0c1e3 100644 GIT binary patch delta 1217 zcmX>xkLl<q_jxaLWOx}EnQ65ZxW|{`3yII7Ucx@(ciO~^I z|C`Cgz+gIgJ)2tnMT^E|I$0~U0<7i27G8XN*FtTh)Nhw<&d2Kh`mGDd&5EqtSgUvc z`T679Z|{ybD*qNE&8Q{!Gd$%7v7+QbT8a7pl4w`X z4M9bzvMB*-tGL8=&)n+zq_QnFCa74I^>RW&`g#cu{xa)>JHi|N>i0DKSRyGZC1K9C zJUU?O@?&pbsLVO8run*^QPFrytCYpRFc#Kui93zct}I#^?DAszCJE(q$F(=QVs1E} z73DMeeM5I^msQ`#1&fclXeit|y~n?8dr|bl*z3w)ER~{9Y|^e&K7ZN9{on#0wXWp5 zcBk47u2HWnKB(TkmaD$%<}&?y)3qC{h2|;SXF3|?Pu+j^#bo2MCCelPo_kc-rmuhU z63GwC4Kk`&G_+4pF^zjl_8iNWoXb8_P-A;|<8`%~#b0g2K5Y7Z+03=u z#96K0O{$n%Y;`fu^O|y@vjxvBR_)}JDrQgcKeJ^^?@iz13g$0NSyT6%&AjuY+BR$A zl{-!!w{GAG^>ey3w{4r$*$uXy_dXt;{htvzWp1|T%mOFH)m-!RK}poxD&G`D@5z6| z45C*R8-V5SluTp-@$<{SvjOSJ8Fkk{ltcY@kf>#YC|FfM<4mxw*Daq|LDKiT>_L=5 zw>gN4?6w6_GrDci68*z&BLz@4$ZL=mGGb(4IL*SqAOp-hFwnqgz&Y8UQ;sjdn~_O` z8J4Xk$M?uE&Y4`(BL^~ePLB+ejn(96D;aH6Wm{qv+q=c@XJ%k{&dI73)YD)FpxxVm7-RtqG%(Jd?9i*608;bYazSx2Fq{77Vqg%0DFD(9jAu(2 z7|QdDQuNdE^GZSzlX6n^Dspqs-7&>cX~!`(28P{Q3=ElVSbjfO-WCe{J3E)kLkobCY}IqW)=|!1_lm>lieG6jxaKv?B0BdQ65ZxW|{`3yII7Ucu#h3iTNe` zR3e9ofx%+(dN#Fs$2ktcVx}RYD`fdsUwH8?PiAsNZ>`d8#pL~U>f%gS)lQx2ep~$0 zuHJ6n-MjxM?cDtM7DvFx1M(9a4~sUttT2)LQ&B17$KJOwMAd}-=;MR)W*_|f=5nm4 z>H)8lQ%ff}&Rn4t@h0t>*u>|O(+WM$dT=c}c;H%}ga`k&=z}}L8~y6{H2hd1DJmsl z&bEAZ@Yco0-o8+YIi{v*&BN@pEQ9-M@t?IETaumDQJ?XXa|187WY&27& zuk^QuG}~t8lQ&uC>ul5dbFy^yzWNJW4!!fJ==`&U_2iz=x_KAX#ou`NUR2hb_@V4v z^Q6m%!)w==EI;bIe)ZeQZJR7Mb-una?bX)jhuR<1@7QH)6+3IE-x;gLtZ@n_7p1Op zxa`~4wc(LptyuL4SwEGEr{lS(iGbQ`-msxzf)snwu-f^aT z<@J}AWlT&v@xu{1F}~@XIc=Na?w1lz*!C`4(6imL zSK5Aqy6&V|(Hi@NrY$^G=&_6WV%TEIZS5zm|5a|bM^2nuV)7cKg^U;(7*4Y=Fvu`4 zZ1&}h1SiiGT=Von$=1Uv-xNge%zwiSqL&vNfaPzNOk@J_bIQN70qM!9b=N?YZT)wU zs9A$3Se0+%Ot7vOEuUCH(s#P-L6mH_Ifx4DwgpjByKT@i!o6-Ic~I6sa~v>7K|lke z@nroTZII@e9vQ~@lPi1VK%AL9GEDYXlOwET_yW8cnM9ajnQ-z$pt22<|Me(S_}-LC~A@? 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Invoice

Invoice Number: INV-7421

Customer: Acme Corp

Total Amount: $1234.56

Due Date: 2026-03-15

\ No newline at end of file +

Invoice

Invoice Number: INV-7421

Customer: Acme Corp

Total Amount: $4200

Due Date: 2026-03-15

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