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@@ -7176,20 +7201,15 @@ test = ["Cython (>=0.29.32,<0.30.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "my [[package]] name = "validators" -version = "0.20.0" -description = "Python Data Validation for Humans™." +version = "0.21.0" +description = "Python Data Validation for Humans™" optional = false -python-versions = ">=3.4" +python-versions = ">=3.8,<4.0" files = [ - {file = "validators-0.20.0.tar.gz", hash = "sha256:24148ce4e64100a2d5e267233e23e7afeb55316b47d30faae7eb6e7292bc226a"}, + {file = "validators-0.21.0-py3-none-any.whl", hash = "sha256:3470db6f2384c49727ee319afa2e97aec3f8fad736faa6067e0fd7f9eaf2c551"}, + {file = "validators-0.21.0.tar.gz", hash = "sha256:245b98ab778ed9352a7269c6a8f6c2a839bed5b2a7e3e60273ce399d247dd4b3"}, ] -[package.dependencies] -decorator = ">=3.4.0" - -[package.extras] -test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"] - [[package]] name = "watchfiles" version = "0.19.0" @@ -7681,4 +7701,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.11" -content-hash = "0549d60fd69bb53ccdc466b76e05647ceb5502dcd01f6040e82eb9d7d9050292" +content-hash = "18156a4c5ecf05bf430bf2a00da1771c6e16e6408cfb05fe36fc3ff0ad29e213" diff --git a/pyproject.toml b/pyproject.toml index 34763d2e8..a3b7f9a28 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "langflow" -version = "0.4.3" +version = "0.4.7" description = "A Python package with a built-in web application" authors = ["Logspace "] maintainers = [ @@ -81,6 +81,7 @@ alembic = "^1.11.2" passlib = "^1.7.4" bcrypt = "^4.0.1" python-jose = "^3.3.0" +metaphor-python = "^0.1.11" [tool.poetry.group.dev.dependencies] black = "^23.1.0" diff --git a/src/backend/langflow/components/chains/prompt_runner.py b/src/backend/langflow/components/chains/PromptRunner.py similarity index 100% rename from src/backend/langflow/components/chains/prompt_runner.py rename to src/backend/langflow/components/chains/PromptRunner.py diff --git a/src/backend/langflow/components/toolkits/Metaphor.py b/src/backend/langflow/components/toolkits/Metaphor.py new file mode 100644 index 000000000..6f43d24b4 --- /dev/null +++ b/src/backend/langflow/components/toolkits/Metaphor.py @@ -0,0 +1,56 @@ +from typing import List, Union +from langflow import CustomComponent + +from metaphor_python import Metaphor # type: ignore +from langchain.tools import Tool +from langchain.agents import tool +from langchain.agents.agent_toolkits.base import BaseToolkit + + +class MetaphorToolkit(CustomComponent): + display_name: str = "Metaphor" + description: str = "Metaphor Toolkit" + documentation = ( + "https://python.langchain.com/docs/integrations/tools/metaphor_search" + ) + beta = True + # api key should be password = True + field_config = { + "metaphor_api_key": {"display_name": "Metaphor API Key", "password": True}, + "code": {"advanced": True}, + } + + def build( + self, + metaphor_api_key: str, + use_autoprompt: bool = True, + search_num_results: int = 5, + similar_num_results: int = 5, + ) -> Union[Tool, BaseToolkit]: + # If documents, then we need to create a Vectara instance using .from_documents + client = Metaphor(api_key=metaphor_api_key) + + @tool + def search(query: str): + """Call search engine with a query.""" + return client.search( + query, use_autoprompt=use_autoprompt, num_results=search_num_results + ) + + @tool + def get_contents(ids: List[str]): + """Get contents of a webpage. + + The ids passed in should be a list of ids as fetched from `search`. + """ + return client.get_contents(ids) + + @tool + def find_similar(url: str): + """Get search results similar to a given URL. + + The url passed in should be a URL returned from `search` + """ + return client.find_similar(url, num_results=similar_num_results) + + return [search, get_contents, find_similar] # type: ignore diff --git a/src/backend/langflow/components/toolkits/__init__.py b/src/backend/langflow/components/toolkits/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/backend/langflow/components/vectorstores/Vectara.py b/src/backend/langflow/components/vectorstores/Vectara.py new file mode 100644 index 000000000..6edc69822 --- /dev/null +++ b/src/backend/langflow/components/vectorstores/Vectara.py @@ -0,0 +1,50 @@ +from typing import Optional, Union +from langflow import CustomComponent + +from langchain.vectorstores import Vectara +from langchain.schema import Document +from langchain.vectorstores.base import VectorStore +from langchain.schema import BaseRetriever +from langchain.embeddings.base import Embeddings + + +class VectaraComponent(CustomComponent): + display_name: str = "Vectara" + description: str = "Implementation of Vector Store using Vectara" + documentation = ( + "https://python.langchain.com/docs/integrations/vectorstores/vectara" + ) + beta = True + # api key should be password = True + field_config = { + "vectara_customer_id": {"display_name": "Vectara Customer ID"}, + "vectara_corpus_id": {"display_name": "Vectara Corpus ID"}, + "vectara_api_key": {"display_name": "Vectara API Key", "password": True}, + "code": {"show": False}, + "documents": {"display_name": "Documents"}, + "embedding": {"display_name": "Embedding"}, + } + + def build( + self, + vectara_customer_id: str, + vectara_corpus_id: str, + vectara_api_key: str, + embedding: Optional[Embeddings] = None, + documents: Optional[Document] = None, + ) -> Union[VectorStore, BaseRetriever]: + # If documents, then we need to create a Vectara instance using .from_documents + if documents is not None and embedding is not None: + return Vectara.from_documents( + documents=documents, # type: ignore + vectara_customer_id=vectara_customer_id, + vectara_corpus_id=vectara_corpus_id, + vectara_api_key=vectara_api_key, + embedding=embedding, + ) + + return Vectara( + vectara_customer_id=vectara_customer_id, + vectara_corpus_id=vectara_corpus_id, + vectara_api_key=vectara_api_key, + ) diff --git a/src/backend/langflow/components/vectorstores/__init__.py b/src/backend/langflow/components/vectorstores/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/backend/langflow/interface/custom/component.py b/src/backend/langflow/interface/custom/component.py index d122eb6da..06db5bd46 100644 --- a/src/backend/langflow/interface/custom/component.py +++ b/src/backend/langflow/interface/custom/component.py @@ -66,6 +66,9 @@ class Component(BaseModel): elif "beta" in item_name: template_config["beta"] = ast.literal_eval(item_value) + elif "documentation" in item_name: + template_config["documentation"] = ast.literal_eval(item_value) + return template_config def build(self, *args: Any, **kwargs: Any) -> Any: diff --git a/src/backend/langflow/interface/custom/custom_component.py b/src/backend/langflow/interface/custom/custom_component.py index 5388f40d8..4b3b11ed0 100644 --- a/src/backend/langflow/interface/custom/custom_component.py +++ b/src/backend/langflow/interface/custom/custom_component.py @@ -50,7 +50,9 @@ class CustomComponent(Component, extra=Extra.allow): reader = DirectoryReader("", False) for type_hint in TYPE_HINT_LIST: - if reader.is_type_hint_used_but_not_imported(type_hint, code): + if reader._is_type_hint_used_in_args( + "Optional", code + ) and not reader._is_type_hint_imported("Optional", code): error_detail = { "error": "Type hint Error", "traceback": f"Type hint '{type_hint}' is used but not imported in the code.", @@ -93,9 +95,9 @@ class CustomComponent(Component, extra=Extra.allow): return build_method["args"] @property - def get_function_entrypoint_return_type(self) -> str: + def get_function_entrypoint_return_type(self) -> List[str]: if not self.code: - return "" + return [] tree = self.get_code_tree(self.code) component_classes = [ @@ -104,7 +106,7 @@ class CustomComponent(Component, extra=Extra.allow): if self.code_class_base_inheritance in cls["bases"] ] if not component_classes: - return "" + return [] # Assume the first Component class is the one we're interested in component_class = component_classes[0] @@ -115,11 +117,21 @@ class CustomComponent(Component, extra=Extra.allow): ] if not build_methods: - return "" + return [] build_method = build_methods[0] + return_type = build_method["return_type"] + if not return_type: + return [] + # If the return type is not a Union, then we just return it as a list + if "Union" not in return_type: + return [return_type] if return_type in self.return_type_valid_list else [] - return build_method["return_type"] + # If the return type is a Union, then we need to parse it + return_type = return_type.replace("Union", "").replace("[", "").replace("]", "") + return_type = return_type.split(",") + return_type = [item.strip() for item in return_type] + return [item for item in return_type if item in self.return_type_valid_list] @property def get_main_class_name(self): diff --git a/src/backend/langflow/interface/custom/directory_reader.py b/src/backend/langflow/interface/custom/directory_reader.py index 57bb3ca95..7bff7b5f5 100644 --- a/src/backend/langflow/interface/custom/directory_reader.py +++ b/src/backend/langflow/interface/custom/directory_reader.py @@ -152,15 +152,19 @@ class DirectoryReader: Check if a specific type hint is used in the function definitions within the given code. """ - module = ast.parse(code) + try: + module = ast.parse(code) - for node in ast.walk(module): - if isinstance(node, ast.FunctionDef): - for arg in node.args.args: - if self._is_type_hint_in_arg_annotation( - arg.annotation, type_hint_name - ): - return True + for node in ast.walk(module): + if isinstance(node, ast.FunctionDef): + for arg in node.args.args: + if self._is_type_hint_in_arg_annotation( + arg.annotation, type_hint_name + ): + return True + except SyntaxError: + # Returns False if the code is not valid Python + return False return False def _is_type_hint_in_arg_annotation(self, annotation, type_hint_name: str) -> bool: @@ -204,8 +208,13 @@ class DirectoryReader: return False, "Syntax error" elif not self.validate_build(file_content): return False, "Missing build function" - elif self.is_type_hint_used_but_not_imported("Optional", file_content): - return False, "Type hint 'Optional' is used but not imported in the code." + elif self._is_type_hint_used_in_args( + "Optional", file_content + ) and not self._is_type_hint_imported("Optional", file_content): + return ( + False, + "Type hint 'Optional' is used but not imported in the code.", + ) else: if self.compress_code_field: file_content = str(StringCompressor(file_content).compress_string()) diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py index e72e5091b..dc8188ea5 100644 --- a/src/backend/langflow/interface/initialize/loading.py +++ b/src/backend/langflow/interface/initialize/loading.py @@ -116,9 +116,12 @@ def instantiate_based_on_type(class_object, base_type, node_type, params): def instantiate_custom_component(node_type, class_object, params): - class_object = get_function_custom(params.pop("code")) + # we need to make a copy of the params because we will be + # modifying it + params_copy = params.copy() + class_object = get_function_custom(params_copy.pop("code")) custom_component = class_object() - built_object = custom_component.build(**params) + built_object = custom_component.build(**params_copy) return built_object, {"repr": custom_component.custom_repr()} diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py index 8330d7611..1bc2d73e0 100644 --- a/src/backend/langflow/interface/initialize/vector_store.py +++ b/src/backend/langflow/interface/initialize/vector_store.py @@ -130,8 +130,8 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict): import pinecone # type: ignore - pinecone_api_key = params.get("pinecone_api_key") - pinecone_env = params.get("pinecone_env") + pinecone_api_key = params.pop("pinecone_api_key") + pinecone_env = params.pop("pinecone_env") if pinecone_api_key is None or pinecone_env is None: if os.getenv("PINECONE_API_KEY") is not None: diff --git a/src/backend/langflow/interface/types.py b/src/backend/langflow/interface/types.py index 76dc144a0..885e33694 100644 --- a/src/backend/langflow/interface/types.py +++ b/src/backend/langflow/interface/types.py @@ -1,6 +1,6 @@ import ast import contextlib -from typing import Any +from typing import Any, List from langflow.api.utils import merge_nested_dicts_with_renaming from langflow.interface.agents.base import agent_creator from langflow.interface.chains.base import chain_creator @@ -199,6 +199,9 @@ def update_attributes(frontend_node, template_config): if "beta" in template_config: frontend_node["beta"] = template_config["beta"] + if "documentation" in template_config: + frontend_node["documentation"] = template_config["documentation"] + def build_field_config(custom_component: CustomComponent): """Build the field configuration for a custom component""" @@ -257,26 +260,27 @@ def get_field_properties(extra_field): return field_name, field_type, field_value, field_required -def add_base_classes(frontend_node, return_type): +def add_base_classes(frontend_node, return_types: List[str]): """Add base classes to the frontend node""" - if return_type not in CUSTOM_COMPONENT_SUPPORTED_TYPES or return_type is None: - raise HTTPException( - status_code=400, - detail={ - "error": ( - "Invalid return type should be one of: " - f"{list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())}" - ), - "traceback": traceback.format_exc(), - }, - ) + for return_type in return_types: + if return_type not in CUSTOM_COMPONENT_SUPPORTED_TYPES or return_type is None: + raise HTTPException( + status_code=400, + detail={ + "error": ( + "Invalid return type should be one of: " + f"{list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())}" + ), + "traceback": traceback.format_exc(), + }, + ) - return_type_instance = CUSTOM_COMPONENT_SUPPORTED_TYPES.get(return_type) - base_classes = get_base_classes(return_type_instance) + return_type_instance = CUSTOM_COMPONENT_SUPPORTED_TYPES.get(return_type) + base_classes = get_base_classes(return_type_instance) - for base_class in base_classes: - if base_class not in CLASSES_TO_REMOVE: - frontend_node.get("base_classes").append(base_class) + for base_class in base_classes: + if base_class not in CLASSES_TO_REMOVE: + frontend_node.get("base_classes").append(base_class) def build_langchain_template_custom_component(custom_component: CustomComponent): diff --git a/src/frontend/src/components/headerComponent/index.tsx b/src/frontend/src/components/headerComponent/index.tsx index 8acb9583e..ddae6068c 100644 --- a/src/frontend/src/components/headerComponent/index.tsx +++ b/src/frontend/src/components/headerComponent/index.tsx @@ -31,11 +31,27 @@ export default function Header() { return (
- - ⛓️ - - {flows.findIndex((flow) => tabId === flow.id) !== -1 && - tabId !== "" && } + {tabId === "" || !tabId ? ( +
+ + ⛓️ + Join The Waitlist + +
+ ) : ( + + ⛓️ + + )} + + {flows.findIndex((f) => tabId === f.id) !== -1 && tabId !== "" && ( + + )}
diff --git a/src/frontend/src/style/applies.css b/src/frontend/src/style/applies.css index 0281df7c2..34f0f6732 100644 --- a/src/frontend/src/style/applies.css +++ b/src/frontend/src/style/applies.css @@ -495,6 +495,12 @@ .header-github-link-box { @apply inline-flex h-9 items-center justify-center rounded-md border border-input px-3 pr-0 shadow-sm; } + .header-waitlist-link-box { + @apply inline-flex h-9 items-center justify-center rounded-md border border-input px-2 shadow-sm text-sm font-medium text-muted-foreground ring-offset-background disabled:pointer-events-none disabled:opacity-50 whitespace-nowrap; + } + .header-waitlist-link-box:hover { + @apply hover:bg-accent hover:text-accent-foreground; + } .header-github-link { @apply header-github-link-box text-sm font-medium text-muted-foreground ring-offset-background disabled:pointer-events-none disabled:opacity-50; } diff --git a/tests/test_custom_component.py b/tests/test_custom_component.py index f20311cec..4dc8c9f1a 100644 --- a/tests/test_custom_component.py +++ b/tests/test_custom_component.py @@ -241,7 +241,7 @@ def test_custom_component_get_function_entrypoint_return_type(): code=code_default, function_entrypoint_name="build" ) return_type = custom_component.get_function_entrypoint_return_type - assert return_type == "Document" + assert return_type == ["Document"] def test_custom_component_get_main_class_name(): @@ -436,7 +436,7 @@ class MyClass(CustomComponent): custom_component = CustomComponent(code=my_code, function_entrypoint_name="build") return_type = custom_component.get_function_entrypoint_return_type - assert return_type is None + assert return_type == [] def test_custom_component_get_main_class_name_no_main_class(): @@ -469,7 +469,7 @@ def test_build_config_no_code(): component = CustomComponent(code=None) assert component.get_function_entrypoint_args == "" - assert component.get_function_entrypoint_return_type == "" + assert component.get_function_entrypoint_return_type == [] @pytest.fixture diff --git a/tests/test_vectorstore_template.py b/tests/test_vectorstore_template.py index 6ae4843ac..4baa7f4b6 100644 --- a/tests/test_vectorstore_template.py +++ b/tests/test_vectorstore_template.py @@ -10,4 +10,5 @@ def test_vectorstores_settings(client: TestClient): assert response.status_code == 200 json_response = response.json() vectorstores = json_response["vectorstores"] - assert set(vectorstores.keys()) == set(settings_manager.settings.VECTORSTORES) + settings_vecs = set(settings_manager.settings.VECTORSTORES) + assert all(vs in vectorstores for vs in settings_vecs)