diff --git a/packages/component_code_gen/.env.example b/packages/component_code_gen/.env.example index f09245c4de2d2..373438c394a39 100644 --- a/packages/component_code_gen/.env.example +++ b/packages/component_code_gen/.env.example @@ -3,9 +3,6 @@ BROWSERLESS_API_KEY=your-browserless-api-key SUPABASE_URL=https://your-supabase-url.supabase.co SUPABASE_API_KEY=your-supabase-service-role-key -OPENAI_API_TYPE=azure -OPENAI_DEPLOYMENT_NAME=deployment-name -OPENAI_API_BASE=https://resource-name.openai.azure.com OPENAI_API_KEY=azure-api-key -OPENAI_MODEL=gpt-4-32k +OPENAI_MODEL=o1-preview OPENAI_EMBEDDINGS_MODEL=text-embedding-3-small diff --git a/packages/component_code_gen/config/config.py b/packages/component_code_gen/config/config.py index 55bfb6d7f1e63..dd0c0327f3beb 100644 --- a/packages/component_code_gen/config/config.py +++ b/packages/component_code_gen/config/config.py @@ -22,15 +22,7 @@ def get_env_var(var_name, required=False, default=None): "openai_embeddings_model": openai_embeddings_model, "openai": { "api_key": get_env_var("OPENAI_API_KEY", required=openai_api_type == "openai"), - "model": get_env_var("OPENAI_MODEL", default="gpt-4-0125-preview"), - }, - "azure": { - "deployment_name": get_env_var("OPENAI_DEPLOYMENT_NAME", required=openai_api_type == "azure"), - "embeddings_deployment_name": get_env_var("OPENAI_EMBEDDINGS_DEPLOYMENT_NAME", required=openai_api_type == "azure"), - "api_version": get_env_var("OPENAI_API_VERSION", default="2024-03-01-preview"), - "api_base": get_env_var("OPENAI_API_BASE", required=openai_api_type == "azure"), - "api_key": get_env_var("OPENAI_API_KEY", required=openai_api_type == "azure"), - "model": get_env_var("OPENAI_MODEL", default="gpt-4-32k"), + "model": get_env_var("OPENAI_MODEL", default="o1-mini"), }, "browserless": { "api_key": get_env_var("BROWSERLESS_API_KEY"), diff --git a/packages/component_code_gen/helpers/langchain_helpers.py b/packages/component_code_gen/helpers/langchain_helpers.py index 0b1f6efdf9510..976b8369384e6 100644 --- a/packages/component_code_gen/helpers/langchain_helpers.py +++ b/packages/component_code_gen/helpers/langchain_helpers.py @@ -1,19 +1,16 @@ from templates.common.suffix import suffix from templates.common.format_instructions import format_instructions from templates.common.docs_system_instructions import docs_system_instructions -from langchain.schema import ( - # AIMessage, - HumanMessage, - SystemMessage -) -from langchain.tools.json.tool import JsonSpec -from langchain.agents.agent_toolkits.json.toolkit import JsonToolkit -from langchain.chat_models import ChatOpenAI, AzureChatOpenAI -from langchain.llms.openai import OpenAI -from langchain.agents import create_json_agent, ZeroShotAgent, AgentExecutor +from langchain.schema import HumanMessage +from langchain.agents.react.agent import create_react_agent +from langchain_community.agent_toolkits import JsonToolkit, create_json_agent +from langchain_community.tools.json.tool import JsonSpec + +import openai +from langchain_openai.chat_models.base import ChatOpenAI +from langchain.agents import ZeroShotAgent, AgentExecutor from langchain.chains import LLMChain from config.config import config -import openai # required from dotenv import load_dotenv load_dotenv() @@ -32,22 +29,15 @@ def __init__(self, docs, templates, auth_example, parsed_common_files): system_instructions = format_template( f"{templates.system_instructions(auth_example, parsed_common_files)}\n{docs_system_instructions}") + model = ChatOpenAI(model_name=config['openai']['model']) tools = OpenAPIExplorerTool.create_tools(docs) - tool_names = [tool.name for tool in tools] - - prompt_template = ZeroShotAgent.create_prompt( - tools=tools, - prefix=system_instructions, - suffix=suffix, - format_instructions=format_instructions, - input_variables=['input', 'agent_scratchpad'] - ) - - llm_chain = LLMChain(llm=get_llm(), prompt=prompt_template) - agent = ZeroShotAgent(llm_chain=llm_chain, allowed_tools=tool_names) - verbose = True if config['logging']['level'] == 'DEBUG' else False - self.agent_executor = AgentExecutor.from_agent_and_tools( + # o1-preview doesn't support system instruction, so we just concatenate into the prompt + prompt = f"{system_instructions}\n\n{format_instructions}" + + agent = create_react_agent(model, tools, prompt) + verbose = True if config['logging']['level'] == 'DEBUG' else False + self.agent_executor = AgentExecutor( agent=agent, tools=tools, verbose=verbose) def run(self, input): @@ -87,15 +77,9 @@ def create_user_prompt(prompt, urls_content): def get_llm(): - if config['openai_api_type'] == "azure": - azure_config = config["azure"] - return AzureChatOpenAI(deployment_name=azure_config['deployment_name'], - model_name=azure_config["model"], temperature=config["temperature"], request_timeout=300) - else: - openai_config = config["openai"] - print(f"Using OpenAI API: {openai_config['model']}") - return ChatOpenAI( - model_name=openai_config["model"], temperature=config["temperature"]) + openai_config = config["openai"] + print(f"Using OpenAI API: {openai_config['model']}") + return ChatOpenAI(model_name=openai_config["model"], temperature=1) def ask_agent(prompt, docs, templates, auth_example, parsed_common_files, urls_content): @@ -111,8 +95,7 @@ def no_docs(prompt, templates, auth_example, parsed_common_files, urls_content, pd_instructions = format_template( templates.system_instructions(auth_example, parsed_common_files)) - result = get_llm()(messages=[ - SystemMessage(content="You are the most intelligent software engineer in the world. You carefully provide accurate, factual, thoughtful, nuanced code, and are brilliant at reasoning. Follow all of the instructions below — they are all incredibly important. This code will be shipped directly to production, so it's important that it's accurate and complete."), + result = get_llm().invoke([ HumanMessage(content=user_prompt + pd_instructions if normal_order else pd_instructions+user_prompt), ]) diff --git a/packages/component_code_gen/poetry.lock b/packages/component_code_gen/poetry.lock index 40ceda6c701bf..97f8bc14ff76d 100644 --- a/packages/component_code_gen/poetry.lock +++ b/packages/component_code_gen/poetry.lock @@ -1,91 +1,118 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. + +[[package]] +name = "aiohappyeyeballs" +version = "2.4.0" +description = "Happy Eyeballs for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"}, + {file = 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