From 38b15bfccef932573f1b2501558d2aeb52efb8d6 Mon Sep 17 00:00:00 2001 From: Daedalus Date: Tue, 27 Feb 2024 20:13:38 +0100 Subject: [PATCH] Update LlamaIndex to version 0.10 The new version introduces changes in the package interface, so an important refactor was needed. Additionally, PDM is introduced instead of poetry due to its better performance. --- .github/workflows/docker-pr-build.yaml | 71 + .github/workflows/docker.yaml | 1 - .github/workflows/test.yml | 46 +- .pre-commit-config.yaml | 3 +- Dockerfile | 20 +- README.md | 30 +- docs/index.md | 25 +- openbb_chat/kernels/auto_llama_index.py | 101 +- openbb_chat/llms/guidance_wrapper.py | 2 +- openbb_chat/retrievers/hybrid_or_retriever.py | 4 +- pdm.lock | 4627 +++++++++++++++++ poetry.lock | 4563 ---------------- pyproject.toml | 91 +- tests/kernels/test_auto_llama_index.py | 9 +- tests/llms/test_guidance_wrapper.py | 2 +- 15 files changed, 4805 insertions(+), 4790 deletions(-) create mode 100644 .github/workflows/docker-pr-build.yaml create mode 100644 pdm.lock delete mode 100644 poetry.lock diff --git a/.github/workflows/docker-pr-build.yaml b/.github/workflows/docker-pr-build.yaml new file mode 100644 index 0000000..6cec6e3 --- /dev/null +++ b/.github/workflows/docker-pr-build.yaml @@ -0,0 +1,71 @@ +name: "Docker build and push" +on: + pull_request: + +env: + REGISTRY: ghcr.io + IMAGE_NAME: ${{ github.repository }} + +jobs: + docker-build-pr: + name: "Build Docker image for PR tests" + runs-on: ubuntu-latest + + permissions: + contents: read + packages: write + + steps: + # Reference: https://github.com/jlumbroso/free-disk-space + - name: Free disk space + run: | + sudo swapoff -a + sudo rm -f /swapfile + sudo apt clean + docker rmi $(docker image ls -aq) + sudo rm -rf /usr/local/lib/android || true + sudo rm -rf /usr/share/dotnet || true + sudo rm -rf /opt/ghc || true + sudo rm -rf /usr/local/.ghcup || true + sudo apt-get remove -y '^aspnetcore-.*' || echo "::warning::The command [sudo apt-get remove -y '^aspnetcore-.*'] failed to complete successfully. Proceeding..." + sudo apt-get remove -y '^dotnet-.*' --fix-missing || echo "::warning::The command [sudo apt-get remove -y '^dotnet-.*' --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y '^llvm-.*' --fix-missing || echo "::warning::The command [sudo apt-get remove -y '^llvm-.*' --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y 'php.*' --fix-missing || echo "::warning::The command [sudo apt-get remove -y 'php.*' --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y '^mongodb-.*' --fix-missing || echo "::warning::The command [sudo apt-get remove -y '^mongodb-.*' --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y '^mysql-.*' --fix-missing || echo "::warning::The command [sudo apt-get remove -y '^mysql-.*' --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y azure-cli google-chrome-stable firefox powershell mono-devel libgl1-mesa-dri --fix-missing || echo "::warning::The command [sudo apt-get remove -y azure-cli google-chrome-stable firefox powershell mono-devel libgl1-mesa-dri --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y google-cloud-sdk --fix-missing || echo "::debug::The command [sudo apt-get remove -y google-cloud-sdk --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get remove -y google-cloud-cli --fix-missing || echo "::debug::The command [sudo apt-get remove -y google-cloud-cli --fix-missing] failed to complete successfully. Proceeding..." + sudo apt-get autoremove -y || echo "::warning::The command [sudo apt-get autoremove -y] failed to complete successfully. Proceeding..." + sudo apt-get clean || echo "::warning::The command [sudo apt-get clean] failed to complete successfully. Proceeding..." + sudo rm -rf "$AGENT_TOOLSDIRECTORY" || true + df -h + + - name: Checkout repository to build machine + uses: actions/checkout@v2 + + - name: Log in to the Container registry + uses: docker/login-action@v2 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Extract metadata (tags, labels) for Docker + id: meta + uses: docker/metadata-action@v4 + with: + images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} + + - name: Set up Docker Buildx + id: buildx + uses: docker/setup-buildx-action@v1 + + - name: Build and push + uses: docker/build-push-action@v4 + with: + context: . + file: ./Dockerfile + push: false + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/docker.yaml b/.github/workflows/docker.yaml index fd80407..c893ae0 100644 --- a/.github/workflows/docker.yaml +++ b/.github/workflows/docker.yaml @@ -1,6 +1,5 @@ name: "Docker build and push" on: - pull_request: push: branches: - main diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 6f9944b..7b05374 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -15,7 +15,6 @@ jobs: matrix: os: ["ubuntu-latest"] python-version: ["3.10"] - poetry-version: ["1.5.1"] timeout-minutes: 20 @@ -28,20 +27,14 @@ jobs: with: python-version: ${{ matrix.python-version }} - - name: Set up Poetry ${{ matrix.poetry-version }} - uses: abatilo/actions-poetry@v2 - with: - poetry-version: ${{ matrix.poetry-version }} - - name: Install dependencies run: | - poetry install - poetry add pytest - poetry add sh + pip install pdm + pdm install --no-editable --no-self -G :all - name: Run pytest run: | - poetry run pytest -v + .venv/bin/pytest -v run_tests_windows: runs-on: ${{ matrix.os }} @@ -50,8 +43,6 @@ jobs: fail-fast: false matrix: os: ["windows-latest"] - python-version: ["3.10"] - poetry-version: ["1.5.1"] timeout-minutes: 20 @@ -64,29 +55,19 @@ jobs: with: python-version: ${{ matrix.python-version }} - - name: Set up Poetry ${{ matrix.poetry-version }} - uses: abatilo/actions-poetry@v2 - with: - poetry-version: ${{ matrix.poetry-version }} - - name: Install dependencies run: | - poetry install - poetry add pytest - poetry add sh + pip install pdm + pdm install --no-editable --no-self -G :all - name: Run pytest run: | - poetry run pytest -v + .\.venv\Scripts\pytest # upload code coverage report code-coverage: runs-on: ubuntu-latest - strategy: - matrix: - poetry-version: ["1.5.1"] - steps: - name: Checkout uses: actions/checkout@v2 @@ -96,22 +77,13 @@ jobs: with: python-version: "3.10" - - name: Set up Poetry ${{ matrix.poetry-version }} - uses: abatilo/actions-poetry@v2 - with: - poetry-version: ${{ matrix.poetry-version }} - - name: Install dependencies run: | - poetry install - poetry add pytest - poetry add sh - poetry add pytest-cov[toml] + pip install pdm + pdm install --no-editable --no-self -G :all - name: Run tests and collect coverage - run: poetry run pytest --cov openbb_chat + run: .venv/bin/pytest --cov openbb_chat - name: Upload coverage to Codecov uses: codecov/codecov-action@v3 - env: - CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }} diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 72e58b0..58d6f20 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -16,7 +16,6 @@ repos: - id: check-toml - id: check-case-conflict - id: check-added-large-files - exclude: poetry.lock # remove unused imports - repo: https://github.com/hadialqattan/pycln @@ -106,7 +105,7 @@ repos: hooks: - id: codespell args: - - --skip=logs/**,data/**,*.ipynb,poetry.lock + - --skip=logs/**,data/**,*.ipynb,*.lock # - --ignore-words-list=abc,def # jupyter notebook cell output clearing diff --git a/Dockerfile b/Dockerfile index e5da3e0..50b0aa2 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,29 +3,15 @@ FROM nvidia/cuda:11.7.1-devel-ubuntu22.04 # Update system RUN apt update && apt install -y python3-pip && apt install -y python3-venv -# Configure Poetry -ENV POETRY_VERSION=1.5.1 -ENV POETRY_HOME=/opt/poetry -ENV POETRY_VENV=/opt/poetry-venv -ENV POETRY_CACHE_DIR=/opt/.cache - -# Install poetry separated from system interpreter -RUN python3 -m venv $POETRY_VENV \ - && $POETRY_VENV/bin/pip install -U pip setuptools \ - && $POETRY_VENV/bin/pip install poetry==${POETRY_VERSION} - -# Add `poetry` to PATH -ENV PATH="${PATH}:${POETRY_VENV}/bin" - WORKDIR /openbb-chat/ # Add dependencies -ADD poetry.lock /openbb-chat/poetry.lock +ADD pdm.lock /openbb-chat/pdm.lock ADD pyproject.toml /openbb-chat/pyproject.toml -RUN poetry install --no-root ADD openbb_chat /openbb-chat/openbb_chat ADD README.md /openbb-chat/README.md -RUN poetry install --only-root +RUN pip install --no-cache-dir setuptools==68.2.2 wheel==0.41.3 pdm==2.12.3 && \ + pdm install --prod # Add project root ADD .project-root /openbb-chat/.project-root diff --git a/README.md b/README.md index 06a32bb..0c35d61 100644 --- a/README.md +++ b/README.md @@ -27,30 +27,18 @@ OpenBB Chat provides chat capabilities to [OpenBB](https://github.com/OpenBB-fin ## Installation -#### Poetry +#### PDM ```bash # clone project git clone https://github.com/Dedalo314/openbb-chat cd openbb-chat -# [OPTIONAL] create conda environment -conda create -n myenv python=3.10 -conda activate myenv +# install pdm +pip install pdm -# install poetry (change paths as needed) -POETRY_VERSION=1.5.1 -POETRY_HOME=/opt/poetry -POETRY_VENV=/opt/poetry-venv -POETRY_CACHE_DIR=/opt/.cache -python3 -m venv $POETRY_VENV \ -&& $POETRY_VENV/bin/pip install -U pip setuptools \ -&& $POETRY_VENV/bin/pip install poetry==${POETRY_VERSION} - -# add poetry to PATH -PATH="${PATH}:${POETRY_VENV}/bin" - -poetry install +# install package +pdm install ``` ## How to run @@ -59,22 +47,22 @@ Train model with default configuration ```bash # train demo on CPU -poetry run python openbb_chat/train.py trainer=cpu +python openbb_chat/train.py trainer=cpu # train demo on GPU -poetry run python openbb_chat/train.py trainer=gpu +python openbb_chat/train.py trainer=gpu ``` Train model with chosen experiment configuration from [configs/experiment/](configs/experiment/) ```bash -poetry run python openbb_chat/train.py experiment=experiment_name.yaml +python openbb_chat/train.py experiment=experiment_name.yaml ``` You can override any parameter from command line like this ```bash -poetry run python openbb_chat/train.py trainer.max_epochs=20 data.batch_size=64 +python openbb_chat/train.py trainer.max_epochs=20 data.batch_size=64 ``` ## Released models diff --git a/docs/index.md b/docs/index.md index 0eea809..14a92ea 100644 --- a/docs/index.md +++ b/docs/index.md @@ -11,7 +11,7 @@ OpenBB Chat provides chat capabilities to [OpenBB](https://github.com/OpenBB-fin ## Installation -#### Poetry +#### PDM ```bash # clone project @@ -22,19 +22,10 @@ cd openbb-chat conda create -n myenv python=3.10 conda activate myenv -# install poetry (change paths as needed) -POETRY_VERSION=1.5.1 -POETRY_HOME=/opt/poetry -POETRY_VENV=/opt/poetry-venv -POETRY_CACHE_DIR=/opt/.cache -python3 -m venv $POETRY_VENV \ -&& $POETRY_VENV/bin/pip install -U pip setuptools \ -&& $POETRY_VENV/bin/pip install poetry==${POETRY_VERSION} +# install pdm (change paths as needed) +pip install pdm -# add poetry to PATH -PATH="${PATH}:${POETRY_VENV}/bin" - -poetry install +pdm install ``` ## How to run @@ -43,22 +34,22 @@ Train model with default configuration ```bash # train demo on CPU -poetry run python openbb_chat/train.py trainer=cpu +python openbb_chat/train.py trainer=cpu # train demo on GPU -poetry run python openbb_chat/train.py trainer=gpu +python openbb_chat/train.py trainer=gpu ``` Train model with chosen experiment configuration from [configs/experiment/](configs/experiment/) ```bash -poetry run python openbb_chat/train.py experiment=experiment_name.yaml +python openbb_chat/train.py experiment=experiment_name.yaml ``` You can override any parameter from command line like this ```bash -poetry run python openbb_chat/train.py trainer.max_epochs=20 data.batch_size=64 +python openbb_chat/train.py trainer.max_epochs=20 data.batch_size=64 ``` ## Released models diff --git a/openbb_chat/kernels/auto_llama_index.py b/openbb_chat/kernels/auto_llama_index.py index ccc6080..18d165b 100644 --- a/openbb_chat/kernels/auto_llama_index.py +++ b/openbb_chat/kernels/auto_llama_index.py @@ -1,23 +1,27 @@ from typing import List, Optional -from llama_index import ( - ServiceContext, +from llama_index.core import ( + PromptTemplate, + QueryBundle, + Settings, SimpleDirectoryReader, StorageContext, VectorStoreIndex, get_response_synthesizer, load_index_from_storage, ) -from llama_index.indices.query.schema import QueryBundle, QueryType -from llama_index.llms import LLM, HuggingFaceLLM, OpenAI -from llama_index.prompts import PromptTemplate -from llama_index.query_engine import RetrieverQueryEngine -from llama_index.response.schema import RESPONSE_TYPE -from llama_index.retrievers import BM25Retriever, VectorIndexRetriever -from llama_index.schema import NodeWithScore -from llama_index.storage.docstore import SimpleDocumentStore -from llama_index.storage.index_store import SimpleIndexStore -from llama_index.vector_stores import SimpleVectorStore +from llama_index.core.base.response.schema import RESPONSE_TYPE +from llama_index.core.indices.query.schema import QueryType +from llama_index.core.llms import LLM +from llama_index.core.query_engine import RetrieverQueryEngine +from llama_index.core.retrievers import VectorIndexRetriever +from llama_index.core.schema import NodeWithScore +from llama_index.core.storage.docstore import SimpleDocumentStore +from llama_index.core.storage.index_store import SimpleIndexStore +from llama_index.core.vector_stores import SimpleVectorStore +from llama_index.llms.huggingface import HuggingFaceLLM +from llama_index.llms.openai import OpenAI +from llama_index.retrievers.bm25 import BM25Retriever from pydantic import BaseModel from openbb_chat.retrievers.hybrid_or_retriever import HybridORRetriever @@ -60,8 +64,6 @@ class AutoLlamaIndex(BaseModel): Overrides the default values in LlamaIndex's `LLM` other_llama_index_simple_directory_reader_kwargs (`dict`): Overrides the default values in LlamaIndex's `SimpleDirectoryReader`. - other_llama_index_service_context_kwargs (`dict`): - Overrides the default values in LlamaIndex's `ServiceContext.from_defaults`. other_llama_index_storage_context_kwargs (`dict`): Overrides the default values in LlamaIndex's `StorageContext.from_defaults`. other_llama_index_vector_store_index_kwargs (`dict`): @@ -78,7 +80,7 @@ def __init__( self, path: str, embedding_model_id: str, - llm_model: str | LLM, + llm_model: str | LLM | None = None, context_window: int = 1024, tokenizer_name: Optional[str] = None, generate_kwargs: Optional[dict] = None, @@ -89,7 +91,6 @@ def __init__( retriever_type: str = "hybrid", other_llama_index_llm_kwargs: dict = {}, other_llama_index_simple_directory_reader_kwargs: dict = {}, - other_llama_index_service_context_kwargs: dict = {}, other_llama_index_storage_context_kwargs: dict = {}, other_llama_index_vector_store_index_kwargs: dict = {}, other_llama_index_vector_index_retriever_kwargs: dict = {}, @@ -101,23 +102,27 @@ def __init__( super().__init__() # create LLM from configuration - self._llm = self._create_llama_index_llm( - llm_model=llm_model, - context_window=context_window, - generate_kwargs=generate_kwargs, - tokenizer_name=tokenizer_name, - tokenizer_kwargs=tokenizer_kwargs, - model_kwargs=model_kwargs, - other_llama_index_llm_kwargs=other_llama_index_llm_kwargs, - ) + if llm_model: + self._llm = self._create_llama_index_llm( + llm_model=llm_model, + context_window=context_window, + generate_kwargs=generate_kwargs, + tokenizer_name=tokenizer_name, + tokenizer_kwargs=tokenizer_kwargs, + model_kwargs=model_kwargs, + other_llama_index_llm_kwargs=other_llama_index_llm_kwargs, + ) + Settings.llm = self._llm + else: + self._llm = None + + # global default + Settings.embed_model = embedding_model_id # create index self._set_index_from_path( path=path, - embedding_model_id=embedding_model_id, - llm=self._llm, other_llama_index_simple_directory_reader_kwargs=other_llama_index_simple_directory_reader_kwargs, - other_llama_index_service_context_kwargs=other_llama_index_service_context_kwargs, other_llama_index_storage_context_kwargs=other_llama_index_storage_context_kwargs, other_llama_index_vector_store_index_kwargs=other_llama_index_vector_store_index_kwargs, ) @@ -155,7 +160,6 @@ def __init__( self._response_synthesizer = get_response_synthesizer( text_qa_template=self._qa_template_str, refine_template=self._refine_template_str, - service_context=self._service_context, **other_llama_index_response_synthesizer_kwargs, ) @@ -167,24 +171,21 @@ def __init__( ) @property - def index(self): + def index(self) -> VectorStoreIndex: return self._index @property - def query_engine(self): + def query_engine(self) -> RetrieverQueryEngine: return self._query_engine @property - def llm(self): + def llm(self) -> LLM | None: return self._llm def _set_index_from_path( self, path: str, - embedding_model_id: str, - llm: LLM, other_llama_index_simple_directory_reader_kwargs: dict = {}, - other_llama_index_service_context_kwargs: dict = {}, other_llama_index_storage_context_kwargs: dict = {}, other_llama_index_vector_store_index_kwargs: dict = {}, ): @@ -201,22 +202,14 @@ def _set_index_from_path( path_str, recursive=True, **other_llama_index_simple_directory_reader_kwargs ).load_data() - # service context to customize the models used by LlamaIndex - self._service_context = ServiceContext.from_defaults( - embed_model=embedding_model_id, llm=llm, **other_llama_index_service_context_kwargs - ) - nodes_sdk = self._service_context.node_parser.get_nodes_from_documents(docs_sdk) - - # initialize storage context (by default it's in-memory) + # storage context to customize self._storage_context = StorageContext.from_defaults( **other_llama_index_storage_context_kwargs ) - self._storage_context.docstore.add_documents(nodes_sdk) # create vector store index - self._index = VectorStoreIndex( - nodes_sdk, - service_context=self._service_context, + self._index = VectorStoreIndex.from_documents( + docs_sdk, storage_context=self._storage_context, **other_llama_index_vector_store_index_kwargs, ) @@ -225,12 +218,7 @@ def _set_index_from_path( self._storage_context = StorageContext.from_defaults( persist_dir=path_str, ) - self._service_context = ServiceContext.from_defaults( - embed_model=embedding_model_id, llm=llm, **other_llama_index_service_context_kwargs - ) - self._index = load_index_from_storage( - storage_context=self._storage_context, service_context=self._service_context - ) + self._index = load_index_from_storage(storage_context=self._storage_context) else: raise ValueError( f"`path` type {path_type} undefined. Check documentation for valid values." @@ -339,8 +327,8 @@ def query_with_model( other_llama_index_retriever_query_engine_kwargs={}, ) -> RESPONSE_TYPE: """Calls query method on the RetrieverQueryEngine with the specified model. It is slower - than `self.query` because the service context, response synthesizer and query engine need - to be rebuilt. + than `self.query` because the LLM, response synthesizer and query engine need to be + rebuilt. Args: str_or_query_bundle (`llama_index.indices.query.schema.QueryType`): @@ -381,15 +369,12 @@ def query_with_model( model_kwargs=model_kwargs, other_llama_index_llm_kwargs=other_llama_index_llm_kwargs, ) - aux_service_context = ServiceContext.from_service_context( - service_context=self._service_context, llm=llm - ) # configure response synthesizer response_synthesizer = get_response_synthesizer( text_qa_template=self._qa_template_str, refine_template=self._refine_template_str, - service_context=aux_service_context, + llm=llm, **other_llama_index_response_synthesizer_kwargs, ) diff --git a/openbb_chat/llms/guidance_wrapper.py b/openbb_chat/llms/guidance_wrapper.py index 971758a..4c98a02 100644 --- a/openbb_chat/llms/guidance_wrapper.py +++ b/openbb_chat/llms/guidance_wrapper.py @@ -22,7 +22,7 @@ def __init__( tokenizer = AutoTokenizer.from_pretrained(model_id, **tokenizer_kwargs) # set the default language model used to execute guidance programs - guidance.llm = guidance.llms.Transformers( + guidance.llm = guidance.models.Transformers( model=model_id, tokenizer=tokenizer, **model_kwargs ) diff --git a/openbb_chat/retrievers/hybrid_or_retriever.py b/openbb_chat/retrievers/hybrid_or_retriever.py index 4f3f64e..d2d926c 100644 --- a/openbb_chat/retrievers/hybrid_or_retriever.py +++ b/openbb_chat/retrievers/hybrid_or_retriever.py @@ -1,5 +1,5 @@ -from llama_index.indices.query.schema import QueryType -from llama_index.retrievers import BaseRetriever, VectorIndexRetriever +from llama_index.core.indices.query.schema import QueryType +from llama_index.core.retrievers import BaseRetriever, VectorIndexRetriever class HybridORRetriever(BaseRetriever): diff --git a/pdm.lock b/pdm.lock new file mode 100644 index 0000000..3d93523 --- /dev/null +++ b/pdm.lock @@ -0,0 +1,4627 @@ +# This file is @generated by PDM. +# It is not intended for manual editing. + +[metadata] +groups = ["default", "dev", "tests"] +strategy = ["cross_platform", "inherit_metadata"] 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name="GPTStonks", email="gptstonks@gmail.com" } ] readme = "README.md" -requires-python = ">=3.10" +requires-python = ">=3.10,<3.12" classifiers = [ "Programming Language :: Python :: 3", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", ] dependencies = [ - "torch==2.*", - "pyrootutils>=1.0.4", - "pre-commit>=3.3.3", - "rich>=12.6.0,<13.0.0", - "transformers>=4.33.0", - "peft>=0.5.0", - "einops>=0.6.1", - "accelerate>=0.22.0", - "bitsandbytes>=0.41.1", - "sentencepiece>=0.1.99", - "guidance>=0.0.64", - "auto-gptq>=0.4.2", - "optimum>=1.12.0", - "rank-bm25>=0.2.2", - "llama-index>=0.9.23", - "langchain>=0.0.353", + "torch==2.*", + "pyrootutils>=1.0.4", + "pre-commit>=3.3.3", + "rich>=12.6.0,<13.0.0", + "transformers>=4.33.0", + "peft>=0.5.0", + "einops>=0.6.1", + "accelerate>=0.22.0", + "bitsandbytes>=0.41.1", + "sentencepiece>=0.1.99", + "guidance>=0.0.64", + "auto-gptq>=0.4.2", + "optimum>=1.12.0", + "rank-bm25>=0.2.2", + "llama-index>=0.10.13", + "langchain>=0.0.353", + "llama-index-llms-huggingface>=0.1.3", + "llama-index-llms-openai>=0.1.6", + "llama-index-retrievers-bm25>=0.1.3", + "llama-index-embeddings-huggingface>=0.1.3", ] [project.optional-dependencies] @@ -118,8 +75,10 @@ dev = [ "wandb>=0.15.5", ] tests = [ - "pytest>=7.4.0", - "sentence-transformers>=2.2.2" + "pytest>=8.0.2", + "sentence-transformers>=2.2.2", + "pytest-cov[toml]>=4.1.0", + "torchvision>=0.17.1", ] [project.urls] diff --git a/tests/kernels/test_auto_llama_index.py b/tests/kernels/test_auto_llama_index.py index 5cc3827..fefd6af 100644 --- a/tests/kernels/test_auto_llama_index.py +++ b/tests/kernels/test_auto_llama_index.py @@ -1,15 +1,16 @@ from unittest.mock import patch import pytest -from llama_index import ( +from llama_index.core import ( ServiceContext, SimpleDirectoryReader, StorageContext, VectorStoreIndex, ) -from llama_index.llms import HuggingFaceLLM -from llama_index.query_engine import RetrieverQueryEngine -from llama_index.retrievers import BM25Retriever, VectorIndexRetriever +from llama_index.core.query_engine import RetrieverQueryEngine +from llama_index.core.retrievers import VectorIndexRetriever +from llama_index.llms.huggingface import HuggingFaceLLM +from llama_index.retrievers.bm25 import BM25Retriever from openbb_chat.kernels.auto_llama_index import AutoLlamaIndex diff --git a/tests/llms/test_guidance_wrapper.py b/tests/llms/test_guidance_wrapper.py index f17187f..999156d 100644 --- a/tests/llms/test_guidance_wrapper.py +++ b/tests/llms/test_guidance_wrapper.py @@ -5,7 +5,7 @@ from openbb_chat.llms.guidance_wrapper import GuidanceWrapper -@patch("guidance.llms.Transformers") +@patch("guidance.models.Transformers") @patch("guidance.__call__") def test_guidance_wrapper(mocked_transformers, mocked_call): guidance_wrapper = GuidanceWrapper()