diff --git a/libs/experimental/langchain_experimental/agents/agent_toolkits/pandas/base.py b/libs/experimental/langchain_experimental/agents/agent_toolkits/pandas/base.py index 0970c39595..6fa67dc60f 100644 --- a/libs/experimental/langchain_experimental/agents/agent_toolkits/pandas/base.py +++ b/libs/experimental/langchain_experimental/agents/agent_toolkits/pandas/base.py @@ -10,7 +10,7 @@ from langchain.agents.agent import ( RunnableAgent, RunnableMultiActionAgent, ) -from langchain.agents.mrkl.base import ZeroShotAgent +from langchain.agents.mrkl.prompt import FORMAT_INSTRUCTIONS from langchain.agents.openai_functions_agent.base import ( OpenAIFunctionsAgent, create_openai_functions_agent, @@ -18,7 +18,11 @@ from langchain.agents.openai_functions_agent.base import ( from langchain_core.callbacks import BaseCallbackManager from langchain_core.language_models import LanguageModelLike from langchain_core.messages import SystemMessage -from langchain_core.prompts import BasePromptTemplate, ChatPromptTemplate +from langchain_core.prompts import ( + BasePromptTemplate, + ChatPromptTemplate, + PromptTemplate, +) from langchain_core.tools import BaseTool from langchain_core.utils.interactive_env import is_interactive_env @@ -43,7 +47,6 @@ def _get_multi_prompt( suffix: Optional[str] = None, include_df_in_prompt: Optional[bool] = True, number_of_head_rows: int = 5, - tools: Sequence[BaseTool] = (), ) -> BasePromptTemplate: if suffix is not None: suffix_to_use = suffix @@ -53,11 +56,8 @@ def _get_multi_prompt( suffix_to_use = SUFFIX_NO_DF prefix = prefix if prefix is not None else MULTI_DF_PREFIX - prompt = ZeroShotAgent.create_prompt( - tools, - prefix=prefix, - suffix=suffix_to_use, - ) + template = "\n\n".join([prefix, "{tools}", FORMAT_INSTRUCTIONS, suffix_to_use]) + prompt = PromptTemplate.from_template(template) partial_prompt = prompt.partial() if "dfs_head" in partial_prompt.input_variables: dfs_head = "\n\n".join([d.head(number_of_head_rows).to_markdown() for d in dfs]) @@ -74,7 +74,6 @@ def _get_single_prompt( suffix: Optional[str] = None, include_df_in_prompt: Optional[bool] = True, number_of_head_rows: int = 5, - tools: Sequence[BaseTool] = (), ) -> BasePromptTemplate: if suffix is not None: suffix_to_use = suffix @@ -84,11 +83,8 @@ def _get_single_prompt( suffix_to_use = SUFFIX_NO_DF prefix = prefix if prefix is not None else PREFIX - prompt = ZeroShotAgent.create_prompt( - tools, - prefix=prefix, - suffix=suffix_to_use, - ) + template = "\n\n".join([prefix, "{tools}", FORMAT_INSTRUCTIONS, suffix_to_use]) + prompt = PromptTemplate.from_template(template) partial_prompt = prompt.partial() if "df_head" in partial_prompt.input_variables: @@ -257,7 +253,6 @@ def create_pandas_dataframe_agent( suffix=suffix, include_df_in_prompt=include_df_in_prompt, number_of_head_rows=number_of_head_rows, - tools=tools, ) agent: Union[BaseSingleActionAgent, BaseMultiActionAgent] = RunnableAgent( runnable=create_react_agent(llm, tools, prompt), # type: ignore diff --git a/libs/experimental/poetry.lock b/libs/experimental/poetry.lock index 4e75e3d690..65cd4f58b0 100644 --- a/libs/experimental/poetry.lock +++ b/libs/experimental/poetry.lock @@ -1642,7 +1642,7 @@ files = [ [[package]] name = "langchain" -version = "0.1.5" +version = "0.1.6" description = "Building applications with LLMs through composability" optional = false python-versions = ">=3.8.1,<4.0" @@ -1654,8 +1654,8 @@ aiohttp = "^3.8.3" async-timeout = {version = "^4.0.0", markers = "python_version < \"3.11\""} dataclasses-json = ">= 0.5.7, < 0.7" jsonpatch = "^1.33" -langchain-community = ">=0.0.17,<0.1" -langchain-core = ">=0.1.16,<0.2" +langchain-community = ">=0.0.18,<0.1" +langchain-core = ">=0.1.22,<0.2" langsmith = ">=0.0.83,<0.1" numpy = "^1" pydantic = ">=1,<3" @@ -1685,7 +1685,7 @@ url = "../langchain" [[package]] name = "langchain-community" -version = "0.0.17" +version = "0.0.19" description = "Community contributed LangChain integrations." optional = false python-versions = ">=3.8.1,<4.0" @@ -1695,7 +1695,7 @@ develop = true [package.dependencies] aiohttp = "^3.8.3" dataclasses-json = ">= 0.5.7, < 0.7" -langchain-core = ">=0.1.16,<0.2" +langchain-core = ">=0.1.21,<0.2" langsmith = ">=0.0.83,<0.1" numpy = "^1" PyYAML = ">=5.3" @@ -1705,7 +1705,7 @@ tenacity = "^8.1.0" [package.extras] cli = ["typer (>=0.9.0,<0.10.0)"] -extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<5)", "dashvector (>=1.0.1,<2.0.0)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", 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["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [extras] -extended-testing = ["faker", "jinja2", "presidio-analyzer", "presidio-anonymizer", "sentence-transformers", "vowpal-wabbit-next"] +extended-testing = ["faker", "jinja2", "pandas", "presidio-analyzer", "presidio-anonymizer", "sentence-transformers", "tabulate", "vowpal-wabbit-next"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<4.0" -content-hash = "11321a2551a49e9cb432348f03e991d1f13368624b1e4df5a721b794114b4f02" +content-hash = "0e4b297b0a8c595fbfe1e8a00d5a13057b1bdd4a0ce08d415ca4c4a7712cee88" diff --git a/libs/experimental/pyproject.toml b/libs/experimental/pyproject.toml index b3386cc600..70a61a2821 100644 --- a/libs/experimental/pyproject.toml +++ b/libs/experimental/pyproject.toml @@ -18,6 +18,8 @@ faker = {version = "^19.3.1", optional = true} vowpal-wabbit-next = {version = "0.6.0", optional = true} sentence-transformers = {version = "^2", optional = true} jinja2 = {version = "^3", optional = true} +pandas = { version = "^2.0.1", optional = true } +tabulate = {version = "^0.9.0", optional = true} [tool.poetry.group.lint] optional = true @@ -79,6 +81,8 @@ extended_testing = [ "vowpal-wabbit-next", "sentence-transformers", "jinja2", + "pandas", + "tabulate", ] [tool.ruff.lint] diff --git a/libs/experimental/tests/unit_tests/agents/__init__.py b/libs/experimental/tests/unit_tests/agents/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/experimental/tests/unit_tests/agents/agent_toolkits/__init__.py b/libs/experimental/tests/unit_tests/agents/agent_toolkits/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/experimental/tests/unit_tests/agents/agent_toolkits/pandas/__init__.py b/libs/experimental/tests/unit_tests/agents/agent_toolkits/pandas/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/experimental/tests/unit_tests/agents/agent_toolkits/pandas/test_base.py b/libs/experimental/tests/unit_tests/agents/agent_toolkits/pandas/test_base.py new file mode 100644 index 0000000000..8f3a063f68 --- /dev/null +++ b/libs/experimental/tests/unit_tests/agents/agent_toolkits/pandas/test_base.py @@ -0,0 +1,15 @@ +import sys + +import pytest + +from langchain_experimental.agents import create_pandas_dataframe_agent +from tests.unit_tests.fake_llm import FakeLLM + + +@pytest.mark.requires("pandas", "tabulate") +@pytest.mark.skipif(sys.version_info < (3, 9), reason="requires python3.9 or higher") +def test_create_pandas_dataframe_agent() -> None: + import pandas as pd + + create_pandas_dataframe_agent(FakeLLM(), pd.DataFrame()) + create_pandas_dataframe_agent(FakeLLM(), [pd.DataFrame(), pd.DataFrame()])