From c43d7cde78604f7855221b43680fbdfc84901655 Mon Sep 17 00:00:00 2001 From: Aman Jaiswal <66757799+amanjaiswal73892@users.noreply.github.com> Date: Mon, 25 Aug 2025 15:59:43 -0400 Subject: [PATCH] Remove Langchain Dependency --- pyproject.toml | 1 - src/agentlab/llm/llm_utils.py | 13 +- src/agentlab/llm/tracking.py | 29 +++- uv.lock | 253 +--------------------------------- 4 files changed, 38 insertions(+), 258 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index d5cfcc73..ef9a7342 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,6 @@ dependencies = [ "browsergym>=0.7.1", "joblib>=1.2.0", "openai>=1.7,<2", - "langchain_community", "tiktoken", "huggingface_hub", "contexttimer", diff --git a/src/agentlab/llm/llm_utils.py b/src/agentlab/llm/llm_utils.py index 29c6eeda..10013b72 100644 --- a/src/agentlab/llm/llm_utils.py +++ b/src/agentlab/llm/llm_utils.py @@ -1,5 +1,6 @@ import base64 import collections +import importlib import io import json import logging @@ -16,11 +17,17 @@ import openai import tiktoken import yaml -from langchain.schema import BaseMessage as LangchainBaseMessage -from langchain_community.adapters.openai import convert_message_to_dict from PIL import Image from transformers import AutoModel, AutoTokenizer +langchain_community = importlib.util.find_spec("langchain_community") +if langchain_community is not None: + from langchain.schema import BaseMessage as LangchainBaseMessage + from langchain_community.adapters.openai import convert_message_to_dict +else: + LangchainBaseMessage = None + convert_message_to_dict = None + if TYPE_CHECKING: from agentlab.llm.chat_api import ChatModel @@ -32,7 +39,7 @@ def messages_to_dict(messages: list[dict] | list[LangchainBaseMessage]) -> dict: new_messages.add_message(m) elif isinstance(m, str): new_messages.add_message({"role": "", "content": m}) - elif isinstance(m, LangchainBaseMessage): + elif LangchainBaseMessage is not None and isinstance(m, LangchainBaseMessage): new_messages.add_message(convert_message_to_dict(m)) else: raise ValueError(f"Unknown message type: {type(m)}") diff --git a/src/agentlab/llm/tracking.py b/src/agentlab/llm/tracking.py index fb96a2d1..7b4b64f6 100644 --- a/src/agentlab/llm/tracking.py +++ b/src/agentlab/llm/tracking.py @@ -1,3 +1,4 @@ +import importlib import logging import os import re @@ -9,7 +10,13 @@ from typing import Optional import requests -from langchain_community.callbacks import bedrock_anthropic_callback, openai_info + +langchain_community = importlib.util.find_spec("langchain_community") +if langchain_community is not None: + from langchain_community.callbacks import bedrock_anthropic_callback, openai_info +else: + bedrock_anthropic_callback = None + openai_info = None from litellm import completion_cost, get_model_info TRACKER = threading.local() @@ -103,7 +110,14 @@ def get_pricing_openrouter(): def get_pricing_openai(): """Returns a dictionary of model pricing for OpenAI models.""" - cost_dict = openai_info.MODEL_COST_PER_1K_TOKENS + try: + cost_dict = openai_info.MODEL_COST_PER_1K_TOKENS + except Exception as e: + logging.warning( + f"Failed to get OpenAI pricing: {e}. " + "Please install langchain-community or use LiteLLM API for pricing information." + ) + return {} cost_dict = {k: v / 1000 for k, v in cost_dict.items()} res = {} for k in cost_dict: @@ -126,8 +140,15 @@ def _remove_version_suffix(model_name): def get_pricing_anthropic(): """Returns a dictionary of model pricing for Anthropic models.""" - input_cost_dict = bedrock_anthropic_callback.MODEL_COST_PER_1K_INPUT_TOKENS - output_cost_dict = bedrock_anthropic_callback.MODEL_COST_PER_1K_OUTPUT_TOKENS + try: + input_cost_dict = bedrock_anthropic_callback.MODEL_COST_PER_1K_INPUT_TOKENS + output_cost_dict = bedrock_anthropic_callback.MODEL_COST_PER_1K_OUTPUT_TOKENS + except Exception as e: + logging.warning( + f"Failed to get Anthropic pricing: {e}. " + "Please install langchain-community or use LiteLLM API for pricing information." + ) + return {} res = {} for k, v in input_cost_dict.items(): diff --git a/uv.lock b/uv.lock index 85bc8bd3..ef653a6d 100644 --- a/uv.lock +++ b/uv.lock @@ -37,7 +37,6 @@ dependencies = [ { name = "ipython", version = "8.37.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, { name = "ipython", version = "9.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, { name = "joblib" }, - { name = "langchain-community" }, { name = "litellm" }, { name = "matplotlib" }, { name = "openai" }, @@ -92,7 +91,6 @@ requires-dist = [ { name = "huggingface-hub" }, { name = "ipython" }, { name = "joblib", specifier = ">=1.2.0" }, - { name = "langchain-community" }, { name = "litellm", specifier = ">=1.75.3" }, { name = "matplotlib" }, { name = "openai", specifier = ">=1.7,<2" }, @@ -2383,27 +2381,6 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/7d/4f/1195bbac8e0c2acc5f740661631d8d750dc38d4a32b23ee5df3cde6f4e0d/joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a", size = 307746 }, ] -[[package]] -name = "jsonpatch" -version = "1.33" -source = { registry = "https://pypi.org/simple" } -dependencies = [ - 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