diff --git a/example/flex/flex_demo.py b/example/flex/flex_demo.py index a1e6053..13c0d09 100644 --- a/example/flex/flex_demo.py +++ b/example/flex/flex_demo.py @@ -2,6 +2,7 @@ import os import argparse +from dotenv import load_dotenv from pykoi import Application from pykoi.chat import QuestionAnswerDatabase from pykoi.retrieval import RetrievalFactory @@ -9,6 +10,9 @@ from pykoi.component import Chatbot, Dashboard, RetrievalQA +load_dotenv() + + def main(**kargs): os.environ["DOC_PATH"] = os.path.join(os.getcwd(), "temp/docs") os.environ["VECTORDB_PATH"] = os.path.join(os.getcwd(), "temp/vectordb") diff --git a/poetry.lock b/poetry.lock deleted file mode 100644 index a3c41b0..0000000 --- a/poetry.lock +++ /dev/null @@ -1,3792 +0,0 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. - -[[package]] -name = "accelerate" -version = "0.21.0" -description = "Accelerate" -optional = true -python-versions = ">=3.8.0" -files = [ - {file = "accelerate-0.21.0-py3-none-any.whl", hash = "sha256:e2609d37f2c6a56e36a0612feae6ff6d9daac9759f4899432b86b1dc97024ebb"}, - 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-[package.extras] -cffi = ["cffi (>=1.11)"] - -[extras] -gpu = ["accelerate", "bitsandbytes", "einops", "transformers"] -rag = ["chromadb", "docx2txt", "langchain", "pdfminer-six", "pyepsilla", "python-multipart", "scikit-learn", "sentence-transformers", "tiktoken"] -rlhf = ["accelerate", "bitsandbytes", "datasets", "einops", "evaluate", "peft", "transformers", "trl"] - -[metadata] -lock-version = "2.0" -python-versions = ">=3.9,<3.13" -content-hash = "b51b1f094ccc65ff7bccee9355879e82722a8b634934fc4c95fc5630fce51846" diff --git a/pykoi/application.py b/pykoi/application.py index 13fb29c..32072ce 100644 --- a/pykoi/application.py +++ b/pykoi/application.py @@ -14,7 +14,6 @@ from pydantic import BaseModel from pyngrok import ngrok from starlette.middleware.cors import CORSMiddleware -from pykoi.component.base import Dropdown from pykoi.interactives.chatbot import Chatbot from pykoi.telemetry.telemetry import Telemetry from pykoi.telemetry.events import AppStartEvent, AppStopEvent @@ -157,6 +156,9 @@ def add_component(self, component: Any): Args: component (Any): The component to be added. """ + # TODO (Jojo): remove component Dropdown check + from pykoi.component.base import Dropdown + if component.data_source: self.data_sources[component.id] = component.data_source # set data_endpoint if it's a Dropdown component diff --git a/pykoi/retrieval/llm/embedding_factory.py b/pykoi/retrieval/llm/embedding_factory.py index 5f66336..990384e 100644 --- a/pykoi/retrieval/llm/embedding_factory.py +++ b/pykoi/retrieval/llm/embedding_factory.py @@ -27,8 +27,10 @@ def create_embedding(model_source: Union[str, ModelSource], **kwargs) -> Embeddi try: model_source = ModelSource(model_source) if model_source == ModelSource.OPENAI: + from langchain.embeddings import OpenAIEmbeddings return OpenAIEmbeddings() elif model_source == ModelSource.HUGGINGFACE: + from langchain.embeddings import HuggingFaceEmbeddings return HuggingFaceEmbeddings( model_name=kwargs.get("model_name"), ) diff --git a/pykoi/retrieval/llm/openai.py b/pykoi/retrieval/llm/openai.py index d4ef817..90133b9 100644 --- a/pykoi/retrieval/llm/openai.py +++ b/pykoi/retrieval/llm/openai.py @@ -5,12 +5,10 @@ from langchain.chains import RetrievalQA from langchain.llms import OpenAI -from dotenv import load_dotenv from pykoi.retrieval.llm.abs_llm import AbsLlm from pykoi.retrieval.vectordb.abs_vectordb import AbsVectorDb -load_dotenv() OPENAI_API_KEY = os.getenv("OPENAI_API_KEY") MIN_DOCS = 2 diff --git a/pykoi/retrieval/llm/retrieval_factory.py b/pykoi/retrieval/llm/retrieval_factory.py index 39ae633..dfca7db 100644 --- a/pykoi/retrieval/llm/retrieval_factory.py +++ b/pykoi/retrieval/llm/retrieval_factory.py @@ -2,8 +2,6 @@ from typing import Union from pykoi.retrieval.llm.abs_llm import AbsLlm -from pykoi.retrieval.llm.openai import OpenAIModel -from pykoi.retrieval.llm.huggingface import HuggingFaceModel from pykoi.retrieval.llm.constants import ModelSource from pykoi.retrieval.vectordb.abs_vectordb import AbsVectorDb @@ -29,8 +27,10 @@ def create( try: model_source = ModelSource(model_source) if model_source == ModelSource.OPENAI: + from pykoi.retrieval.llm.openai import OpenAIModel return OpenAIModel(vector_db) if model_source == ModelSource.HUGGINGFACE: + from pykoi.retrieval.llm.huggingface import HuggingFaceModel return HuggingFaceModel(vector_db, **kwargs) except Exception as ex: raise Exception(f"Unknown model: {model_source}") from ex diff --git a/pyproject.toml b/pyproject.toml index 98963de..b731fe0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,7 @@ bcrypt = "4.0.1" posthog = "3.0.1" pynvml = "11.5.0" pandas = "2.0.3" +python-dotenv = "1.0.0" transformers = { version = "4.31.0", optional = true } einops = { version = "0.6.1", optional = true } @@ -47,7 +48,8 @@ huggingface = [ "transformers", "einops", "accelerate", - "bitsandbytes" + "bitsandbytes", + "sentence-transformers" ] rag = [ "langchain", @@ -57,8 +59,7 @@ rag = [ "pdfminer-six", "docx2txt", "python-multipart", - "tiktoken", - "sentence-transformers" + "tiktoken" ] rlhf = [ "transformers",