From 5dacfb4657101e6b07fa8d660f4136de288e34bd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 02:21:27 +0200 Subject: [PATCH 01/10] setup uv --- README.md | 7 +- packages/ragbits-common/pyproject.toml | 3 - packages/ragbits-common/setup.cfg | 53 - .../src/ragbits/common/prompt/__init__.py | 3 - .../tests/unit/prompts/__init__.py | 0 packages/ragbits-core/README.md | 1 + .../examples/llm_example.py | 4 +- .../examples/prompt_example.py | 2 +- packages/ragbits-core/pyproject.toml | 69 + .../src/py.typed | 0 .../src/ragbits/core}/__init__.py | 0 .../src/ragbits/core/embeddings}/__init__.py | 0 .../src/ragbits/core}/embeddings/base.py | 0 .../ragbits/core}/embeddings/exceptions.py | 0 .../src/ragbits/core}/embeddings/litellm.py | 4 +- .../src/ragbits/core}/llms/__init__.py | 0 .../src/ragbits/core}/llms/base.py | 2 +- .../ragbits/core}/llms/clients/__init__.py | 0 .../src/ragbits/core}/llms/clients/base.py | 2 +- .../ragbits/core}/llms/clients/exceptions.py | 0 .../src/ragbits/core}/llms/clients/litellm.py | 2 +- .../src/ragbits/core}/llms/clients/local.py | 2 +- .../src/ragbits/core}/llms/litellm.py | 2 +- .../src/ragbits/core}/llms/local.py | 2 +- .../src/ragbits/core}/llms/types.py | 0 .../src/ragbits/core/prompt/__init__.py | 3 + .../src/ragbits/core}/prompt/base.py | 0 .../src/ragbits/core}/prompt/parsers.py | 0 .../src/ragbits/core}/prompt/prompt.py | 0 .../src/ragbits/py.typed | 0 .../tests/unit}/__init__.py | 0 .../tests/unit/llms}/__init__.py | 0 .../tests/unit/llms/test_litellm.py | 8 +- .../tests/unit/prompts}/__init__.py | 0 .../tests/unit/prompts/test_parsers.py | 4 +- .../tests/unit/prompts/test_prompt.py | 2 +- packages/ragbits-dev-kit/pyproject.toml | 3 - packages/ragbits-dev-kit/setup.cfg | 52 - .../src/ragbits/dev_kit/__init__.py | 0 .../src/ragbits/dev_kit/app/__init__.py | 0 .../src/ragbits/dev_kit/app/main.py | 289 --- .../src/ragbits/dev_kit/discovery/__init__.py | 3 - .../dev_kit/discovery/prompt_discovery.py | 94 - packages/ragbits-dev-kit/src/ragbits/py.typed | 0 .../discovery/prompt_classes_for_tests.py | 61 - .../__init__.py | 3 - .../prompts/__init__.py | 4 - .../prompts/temp_prompt1.py | 29 - .../prompts/temp_prompt2.py | 29 - .../unit/discovery/test_prompt_discovery.py | 38 - packages/ragbits-document-search/README.md | 1 + .../examples/simple_text.py | 2 +- .../ragbits-document-search/pyproject.toml | 63 +- packages/ragbits-document-search/setup.cfg | 43 - .../src/ragbits/document_search/_main.py | 2 +- .../tests}/__init__.py | 0 pyproject.toml | 29 +- requirements-dev.txt | 13 - setup_dev_env.sh | 14 +- uv.lock | 1808 +++++++++++++++++ 60 files changed, 1999 insertions(+), 756 deletions(-) delete mode 100644 packages/ragbits-common/pyproject.toml delete mode 100644 packages/ragbits-common/setup.cfg delete mode 100644 packages/ragbits-common/src/ragbits/common/prompt/__init__.py delete mode 100644 packages/ragbits-common/tests/unit/prompts/__init__.py create mode 100644 packages/ragbits-core/README.md rename packages/{ragbits-common => ragbits-core}/examples/llm_example.py (93%) rename packages/{ragbits-common => ragbits-core}/examples/prompt_example.py (96%) create mode 100644 packages/ragbits-core/pyproject.toml rename packages/{ragbits-common => ragbits-core}/src/py.typed (100%) rename packages/{ragbits-common/examples => ragbits-core/src/ragbits/core}/__init__.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core/embeddings}/__init__.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/embeddings/base.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/embeddings/exceptions.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/embeddings/litellm.py (94%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/__init__.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/base.py (97%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/clients/__init__.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/clients/base.py (98%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/clients/exceptions.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/clients/litellm.py (99%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/clients/local.py (98%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/litellm.py (98%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/local.py (97%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/llms/types.py (100%) create mode 100644 packages/ragbits-core/src/ragbits/core/prompt/__init__.py rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/prompt/base.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/prompt/parsers.py (100%) rename packages/{ragbits-common/src/ragbits/common => ragbits-core/src/ragbits/core}/prompt/prompt.py (100%) rename packages/{ragbits-common => ragbits-core}/src/ragbits/py.typed (100%) rename packages/{ragbits-common/src/ragbits/common/embeddings => ragbits-core/tests/unit}/__init__.py (100%) rename packages/{ragbits-common/tests => ragbits-core/tests/unit/llms}/__init__.py (100%) rename packages/{ragbits-common => ragbits-core}/tests/unit/llms/test_litellm.py (94%) rename packages/{ragbits-common/tests/unit => ragbits-core/tests/unit/prompts}/__init__.py (100%) rename packages/{ragbits-common => ragbits-core}/tests/unit/prompts/test_parsers.py (97%) rename packages/{ragbits-common => ragbits-core}/tests/unit/prompts/test_prompt.py (99%) delete mode 100644 packages/ragbits-dev-kit/pyproject.toml delete mode 100644 packages/ragbits-dev-kit/setup.cfg delete mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py delete mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/app/__init__.py delete mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/app/main.py delete mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/__init__.py delete mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/prompt_discovery.py delete mode 100644 packages/ragbits-dev-kit/src/ragbits/py.typed delete mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py delete mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py delete mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py delete mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py delete mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py delete mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py create mode 100644 packages/ragbits-document-search/README.md delete mode 100644 packages/ragbits-document-search/setup.cfg rename packages/{ragbits-common/tests/unit/llms => ragbits-document-search/tests}/__init__.py (100%) delete mode 100644 requirements-dev.txt create mode 100644 uv.lock diff --git a/README.md b/README.md index 5b7a1cbf2..68d845ef5 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# ragbits +# Ragbits Repository for internal experiment with our upcoming LLM framework. @@ -12,11 +12,10 @@ To start, you need to setup your local machine. You need to setup virtual environment, simplest way is to run from project root directory: ```bash -$ . ./setup_dev_env.sh -$ source venv/bin/activate +$ source ./setup_dev_env.sh ``` + This will create a new venv and install all packages from this repository in editable mode. -It will also intall their dependencies and the dev dependencies from `requirements-dev.txt`. ## Install pre-commit diff --git a/packages/ragbits-common/pyproject.toml b/packages/ragbits-common/pyproject.toml deleted file mode 100644 index 67ea20b75..000000000 --- a/packages/ragbits-common/pyproject.toml +++ /dev/null @@ -1,3 +0,0 @@ -[build-system] -requires = ["setuptools >= 40.9.0", "wheel"] -build-backend = "setuptools.build_meta" diff --git a/packages/ragbits-common/setup.cfg b/packages/ragbits-common/setup.cfg deleted file mode 100644 index 66cb32ad4..000000000 --- a/packages/ragbits-common/setup.cfg +++ /dev/null @@ -1,53 +0,0 @@ -[metadata] -name = ragbits-common -version = 0.0.1 -description = "common utilities for the ragbits framework" -author = deepsense.ai -author_email = contact@deepsense.ai -license = Other/Proprietary License -license_files = LICENSE.md -classifiers = - Development Status :: 1 - Planning - Environment :: Console - Intended Audience :: Science/Research - License :: Other/Proprietary License - Natural Language :: English - Operating System :: Independent - Programming Language :: Python :: 3.10 - Programming Language :: Python :: 3.11 - Programming Language :: Python :: 3.12 - Topic :: AI - Private :: Do Not Upload - -[options] -package_dir= - =src -packages=find_namespace: -zip_safe = False -platforms = any -include_package_data = True -python_requires = >=3.10 -install_requires = - python-dotenv>=0.5.1 - pydantic>=2.8.2 - jinja2>=3.1.4 - typing-extensions>=4.12.2 - -[options.extras_require] -litellm = - litellm>=1.44.9 - -local = - torch~=2.2.1 - transformers~=4.44.2 - numpy~=1.24.0 - -[options.packages.find] -where=src - -[bdist_wheel] -universal = 1 - -[aliases] -# Alias `setup.py test` to `setup.py pytest` -test = pytest \ No newline at end of file diff --git a/packages/ragbits-common/src/ragbits/common/prompt/__init__.py b/packages/ragbits-common/src/ragbits/common/prompt/__init__.py deleted file mode 100644 index 068e405f6..000000000 --- a/packages/ragbits-common/src/ragbits/common/prompt/__init__.py +++ /dev/null @@ -1,3 +0,0 @@ -from ragbits.common.prompt.prompt import ChatFormat, Prompt - -__all__ = ["Prompt", "ChatFormat"] diff --git a/packages/ragbits-common/tests/unit/prompts/__init__.py b/packages/ragbits-common/tests/unit/prompts/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/ragbits-core/README.md b/packages/ragbits-core/README.md new file mode 100644 index 000000000..63ad15651 --- /dev/null +++ b/packages/ragbits-core/README.md @@ -0,0 +1 @@ +# Ragbits Core diff --git a/packages/ragbits-common/examples/llm_example.py b/packages/ragbits-core/examples/llm_example.py similarity index 93% rename from packages/ragbits-common/examples/llm_example.py rename to packages/ragbits-core/examples/llm_example.py index 59d5d9087..19644ba09 100644 --- a/packages/ragbits-common/examples/llm_example.py +++ b/packages/ragbits-core/examples/llm_example.py @@ -2,8 +2,8 @@ from pydantic import BaseModel -from ragbits.common.llms.litellm import LiteLLM -from ragbits.common.prompt import Prompt +from ragbits.core.llms.litellm import LiteLLM +from ragbits.core.prompt import Prompt class LoremPromptInput(BaseModel): diff --git a/packages/ragbits-common/examples/prompt_example.py b/packages/ragbits-core/examples/prompt_example.py similarity index 96% rename from packages/ragbits-common/examples/prompt_example.py rename to packages/ragbits-core/examples/prompt_example.py index c6ceff75a..5bd5a3403 100644 --- a/packages/ragbits-common/examples/prompt_example.py +++ b/packages/ragbits-core/examples/prompt_example.py @@ -1,6 +1,6 @@ from pydantic import BaseModel -from ragbits.common.prompt import Prompt +from ragbits.core.prompt import Prompt class LoremPromptInput(BaseModel): diff --git a/packages/ragbits-core/pyproject.toml b/packages/ragbits-core/pyproject.toml new file mode 100644 index 000000000..f2d2986bb --- /dev/null +++ b/packages/ragbits-core/pyproject.toml @@ -0,0 +1,69 @@ +[project] +name = "ragbits" +version = "0.1.0" +description = "Building blocks for rapid development of GenAI applications" +readme = "README.md" +requires-python = ">=3.10" +license = "MIT" +authors = [ + { name = "deepsense.ai", email = "contact@deepsense.ai"} +] +keywords = [ + "Retrieval Augmented Generation", + "RAG", + "Large Language Models", + "LLMs", + "Generative AI", + "GenAI", + "Prompt Management" +] +classifiers = [ + "Development Status :: 1 - Planning", + "Environment :: Console", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: MIT License", + "Natural Language :: English", + "Operating System :: OS Independent", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + "Topic :: Software Development :: Libraries :: Python Modules", + "Private :: Do Not Upload" +] +dependencies = [ + "jinja2>=3.1.4", + "pydantic>=2.9.1" +] + +[project.optional-dependencies] +litellm = [ + "litellm~=1.46.0", +] +local = [ + "torch~=2.2.1", + "transformers~=4.44.2", + "numpy~=1.24.0" +] + +[tool.uv] +dev-dependencies = [ + "pre-commit~=3.8.0", + "pytest~=8.3.3", + "pytest-cov~=5.0.0", + "pytest-asyncio~=0.24.0", + "pip-licenses>=4.0.0,<5.0.0" +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.metadata] +allow-direct-references = true + +[tool.hatch.build.targets.wheel] +packages = ["src/ragbits"] + +[tool.pytest.ini_options] +asyncio_mode = "auto" diff --git a/packages/ragbits-common/src/py.typed b/packages/ragbits-core/src/py.typed similarity index 100% rename from packages/ragbits-common/src/py.typed rename to packages/ragbits-core/src/py.typed diff --git a/packages/ragbits-common/examples/__init__.py b/packages/ragbits-core/src/ragbits/core/__init__.py similarity index 100% rename from packages/ragbits-common/examples/__init__.py rename to packages/ragbits-core/src/ragbits/core/__init__.py diff --git a/packages/ragbits-common/src/ragbits/common/__init__.py b/packages/ragbits-core/src/ragbits/core/embeddings/__init__.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/__init__.py rename to packages/ragbits-core/src/ragbits/core/embeddings/__init__.py diff --git a/packages/ragbits-common/src/ragbits/common/embeddings/base.py b/packages/ragbits-core/src/ragbits/core/embeddings/base.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/embeddings/base.py rename to packages/ragbits-core/src/ragbits/core/embeddings/base.py diff --git a/packages/ragbits-common/src/ragbits/common/embeddings/exceptions.py b/packages/ragbits-core/src/ragbits/core/embeddings/exceptions.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/embeddings/exceptions.py rename to packages/ragbits-core/src/ragbits/core/embeddings/exceptions.py diff --git a/packages/ragbits-common/src/ragbits/common/embeddings/litellm.py b/packages/ragbits-core/src/ragbits/core/embeddings/litellm.py similarity index 94% rename from packages/ragbits-common/src/ragbits/common/embeddings/litellm.py rename to packages/ragbits-core/src/ragbits/core/embeddings/litellm.py index 105bcd967..1d8fb9d84 100644 --- a/packages/ragbits-common/src/ragbits/common/embeddings/litellm.py +++ b/packages/ragbits-core/src/ragbits/core/embeddings/litellm.py @@ -7,8 +7,8 @@ except ImportError: HAS_LITELLM = False -from ragbits.common.embeddings.base import Embeddings -from ragbits.common.embeddings.exceptions import EmbeddingConnectionError, EmbeddingResponseError, EmbeddingStatusError +from ragbits.core.embeddings.base import Embeddings +from ragbits.core.embeddings.exceptions import EmbeddingConnectionError, EmbeddingResponseError, EmbeddingStatusError class LiteLLMEmbeddings(Embeddings): diff --git a/packages/ragbits-common/src/ragbits/common/llms/__init__.py b/packages/ragbits-core/src/ragbits/core/llms/__init__.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/llms/__init__.py rename to packages/ragbits-core/src/ragbits/core/llms/__init__.py diff --git a/packages/ragbits-common/src/ragbits/common/llms/base.py b/packages/ragbits-core/src/ragbits/core/llms/base.py similarity index 97% rename from packages/ragbits-common/src/ragbits/common/llms/base.py rename to packages/ragbits-core/src/ragbits/core/llms/base.py index 0ae021c2c..178b054c3 100644 --- a/packages/ragbits-common/src/ragbits/common/llms/base.py +++ b/packages/ragbits-core/src/ragbits/core/llms/base.py @@ -2,7 +2,7 @@ from functools import cached_property from typing import Generic, Optional, Type, cast, overload -from ragbits.common.prompt.base import BasePrompt, BasePromptWithParser, OutputT +from ragbits.core.prompt.base import BasePrompt, BasePromptWithParser, OutputT from .clients.base import LLMClient, LLMClientOptions, LLMOptions diff --git a/packages/ragbits-common/src/ragbits/common/llms/clients/__init__.py b/packages/ragbits-core/src/ragbits/core/llms/clients/__init__.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/llms/clients/__init__.py rename to packages/ragbits-core/src/ragbits/core/llms/clients/__init__.py diff --git a/packages/ragbits-common/src/ragbits/common/llms/clients/base.py b/packages/ragbits-core/src/ragbits/core/llms/clients/base.py similarity index 98% rename from packages/ragbits-common/src/ragbits/common/llms/clients/base.py rename to packages/ragbits-core/src/ragbits/core/llms/clients/base.py index cdbbed9a1..eaca8095c 100644 --- a/packages/ragbits-common/src/ragbits/common/llms/clients/base.py +++ b/packages/ragbits-core/src/ragbits/core/llms/clients/base.py @@ -4,7 +4,7 @@ from pydantic import BaseModel -from ragbits.common.prompt import ChatFormat +from ragbits.core.prompt import ChatFormat from ..types import NotGiven diff --git a/packages/ragbits-common/src/ragbits/common/llms/clients/exceptions.py b/packages/ragbits-core/src/ragbits/core/llms/clients/exceptions.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/llms/clients/exceptions.py rename to packages/ragbits-core/src/ragbits/core/llms/clients/exceptions.py diff --git a/packages/ragbits-common/src/ragbits/common/llms/clients/litellm.py b/packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py similarity index 99% rename from packages/ragbits-common/src/ragbits/common/llms/clients/litellm.py rename to packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py index 751e7dde9..b504c9ded 100644 --- a/packages/ragbits-common/src/ragbits/common/llms/clients/litellm.py +++ b/packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py @@ -11,7 +11,7 @@ HAS_LITELLM = False -from ragbits.common.prompt import ChatFormat +from ragbits.core.prompt import ChatFormat from ..types import NOT_GIVEN, NotGiven from .base import LLMClient, LLMOptions diff --git a/packages/ragbits-common/src/ragbits/common/llms/clients/local.py b/packages/ragbits-core/src/ragbits/core/llms/clients/local.py similarity index 98% rename from packages/ragbits-common/src/ragbits/common/llms/clients/local.py rename to packages/ragbits-core/src/ragbits/core/llms/clients/local.py index 8cc55eb6a..50c4fc541 100644 --- a/packages/ragbits-common/src/ragbits/common/llms/clients/local.py +++ b/packages/ragbits-core/src/ragbits/core/llms/clients/local.py @@ -11,7 +11,7 @@ except ImportError: HAS_LOCAL_LLM = False -from ragbits.common.prompt import ChatFormat +from ragbits.core.prompt import ChatFormat from ..types import NOT_GIVEN, NotGiven from .base import LLMClient, LLMOptions diff --git a/packages/ragbits-common/src/ragbits/common/llms/litellm.py b/packages/ragbits-core/src/ragbits/core/llms/litellm.py similarity index 98% rename from packages/ragbits-common/src/ragbits/common/llms/litellm.py rename to packages/ragbits-core/src/ragbits/core/llms/litellm.py index 03f19f0a7..86bb4d073 100644 --- a/packages/ragbits-common/src/ragbits/common/llms/litellm.py +++ b/packages/ragbits-core/src/ragbits/core/llms/litellm.py @@ -8,7 +8,7 @@ except ImportError: HAS_LITELLM = False -from ragbits.common.prompt.base import BasePrompt +from ragbits.core.prompt.base import BasePrompt from .base import LLM from .clients.litellm import LiteLLMClient, LiteLLMOptions diff --git a/packages/ragbits-common/src/ragbits/common/llms/local.py b/packages/ragbits-core/src/ragbits/core/llms/local.py similarity index 97% rename from packages/ragbits-common/src/ragbits/common/llms/local.py rename to packages/ragbits-core/src/ragbits/core/llms/local.py index 7d87d751e..1aa5b99c1 100644 --- a/packages/ragbits-common/src/ragbits/common/llms/local.py +++ b/packages/ragbits-core/src/ragbits/core/llms/local.py @@ -8,7 +8,7 @@ except ImportError: HAS_LOCAL_LLM = False -from ragbits.common.prompt.base import BasePrompt +from ragbits.core.prompt.base import BasePrompt from .base import LLM from .clients.local import LocalLLMClient, LocalLLMOptions diff --git a/packages/ragbits-common/src/ragbits/common/llms/types.py b/packages/ragbits-core/src/ragbits/core/llms/types.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/llms/types.py rename to packages/ragbits-core/src/ragbits/core/llms/types.py diff --git a/packages/ragbits-core/src/ragbits/core/prompt/__init__.py b/packages/ragbits-core/src/ragbits/core/prompt/__init__.py new file mode 100644 index 000000000..007312ef3 --- /dev/null +++ b/packages/ragbits-core/src/ragbits/core/prompt/__init__.py @@ -0,0 +1,3 @@ +from ragbits.core.prompt.prompt import ChatFormat, Prompt + +__all__ = ["Prompt", "ChatFormat"] diff --git a/packages/ragbits-common/src/ragbits/common/prompt/base.py b/packages/ragbits-core/src/ragbits/core/prompt/base.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/prompt/base.py rename to packages/ragbits-core/src/ragbits/core/prompt/base.py diff --git a/packages/ragbits-common/src/ragbits/common/prompt/parsers.py b/packages/ragbits-core/src/ragbits/core/prompt/parsers.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/prompt/parsers.py rename to packages/ragbits-core/src/ragbits/core/prompt/parsers.py diff --git a/packages/ragbits-common/src/ragbits/common/prompt/prompt.py b/packages/ragbits-core/src/ragbits/core/prompt/prompt.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/prompt/prompt.py rename to packages/ragbits-core/src/ragbits/core/prompt/prompt.py diff --git a/packages/ragbits-common/src/ragbits/py.typed b/packages/ragbits-core/src/ragbits/py.typed similarity index 100% rename from packages/ragbits-common/src/ragbits/py.typed rename to packages/ragbits-core/src/ragbits/py.typed diff --git a/packages/ragbits-common/src/ragbits/common/embeddings/__init__.py b/packages/ragbits-core/tests/unit/__init__.py similarity index 100% rename from packages/ragbits-common/src/ragbits/common/embeddings/__init__.py rename to packages/ragbits-core/tests/unit/__init__.py diff --git a/packages/ragbits-common/tests/__init__.py b/packages/ragbits-core/tests/unit/llms/__init__.py similarity index 100% rename from packages/ragbits-common/tests/__init__.py rename to packages/ragbits-core/tests/unit/llms/__init__.py diff --git a/packages/ragbits-common/tests/unit/llms/test_litellm.py b/packages/ragbits-core/tests/unit/llms/test_litellm.py similarity index 94% rename from packages/ragbits-common/tests/unit/llms/test_litellm.py rename to packages/ragbits-core/tests/unit/llms/test_litellm.py index d31671763..3a7fcefa7 100644 --- a/packages/ragbits-common/tests/unit/llms/test_litellm.py +++ b/packages/ragbits-core/tests/unit/llms/test_litellm.py @@ -1,9 +1,9 @@ from pydantic import BaseModel -from ragbits.common.llms.clients.litellm import LiteLLMOptions -from ragbits.common.llms.litellm import LiteLLM -from ragbits.common.prompt import Prompt -from ragbits.common.prompt.base import BasePrompt, BasePromptWithParser, ChatFormat +from ragbits.core.llms.clients.litellm import LiteLLMOptions +from ragbits.core.llms.litellm import LiteLLM +from ragbits.core.prompt import Prompt +from ragbits.core.prompt.base import BasePrompt, BasePromptWithParser, ChatFormat class MockPrompt(BasePrompt): diff --git a/packages/ragbits-common/tests/unit/__init__.py b/packages/ragbits-core/tests/unit/prompts/__init__.py similarity index 100% rename from packages/ragbits-common/tests/unit/__init__.py rename to packages/ragbits-core/tests/unit/prompts/__init__.py diff --git a/packages/ragbits-common/tests/unit/prompts/test_parsers.py b/packages/ragbits-core/tests/unit/prompts/test_parsers.py similarity index 97% rename from packages/ragbits-common/tests/unit/prompts/test_parsers.py rename to packages/ragbits-core/tests/unit/prompts/test_parsers.py index a5f4378e1..a362f37f2 100644 --- a/packages/ragbits-common/tests/unit/prompts/test_parsers.py +++ b/packages/ragbits-core/tests/unit/prompts/test_parsers.py @@ -2,8 +2,8 @@ import pytest -from ragbits.common.prompt import Prompt -from ragbits.common.prompt.parsers import ResponseParsingError +from ragbits.core.prompt import Prompt +from ragbits.core.prompt.parsers import ResponseParsingError from .test_prompt import _PromptOutput diff --git a/packages/ragbits-common/tests/unit/prompts/test_prompt.py b/packages/ragbits-core/tests/unit/prompts/test_prompt.py similarity index 99% rename from packages/ragbits-common/tests/unit/prompts/test_prompt.py rename to packages/ragbits-core/tests/unit/prompts/test_prompt.py index cce0f70c0..da0352cdd 100644 --- a/packages/ragbits-common/tests/unit/prompts/test_prompt.py +++ b/packages/ragbits-core/tests/unit/prompts/test_prompt.py @@ -1,7 +1,7 @@ import pydantic import pytest -from ragbits.common.prompt import Prompt +from ragbits.core.prompt import Prompt class _PromptInput(pydantic.BaseModel): diff --git a/packages/ragbits-dev-kit/pyproject.toml b/packages/ragbits-dev-kit/pyproject.toml deleted file mode 100644 index 67ea20b75..000000000 --- a/packages/ragbits-dev-kit/pyproject.toml +++ /dev/null @@ -1,3 +0,0 @@ -[build-system] -requires = ["setuptools >= 40.9.0", "wheel"] -build-backend = "setuptools.build_meta" diff --git a/packages/ragbits-dev-kit/setup.cfg b/packages/ragbits-dev-kit/setup.cfg deleted file mode 100644 index 574383007..000000000 --- a/packages/ragbits-dev-kit/setup.cfg +++ /dev/null @@ -1,52 +0,0 @@ -[metadata] -name = ragbits-dev-kit -version = 0.0.1 -description = "dev kit for ragbits framework" -author = deepsense.ai -author_email = contact@deepsense.ai -license = Other/Proprietary License -license_files = LICENSE.md -classifiers = - Development Status :: 1 - Planning - Environment :: Console - Intended Audience :: Science/Research - License :: Other/Proprietary License - Natural Language :: English - Operating System :: Independent - Programming Language :: Python :: 3.10 - Programming Language :: Python :: 3.11 - Programming Language :: Python :: 3.12 - Topic :: AI - Private :: Do Not Upload - -[options] -package_dir= - =src -packages=find_namespace: -zip_safe = False -platforms = any -include_package_data = True -python_requires = >=3.10 -install_requires = - python-dotenv>=0.5.1 - pydantic>=2.8.2 - jinja2>=3.1.4 - typing-extensions>=4.12.2 - -[options.extras_require] -litellm = - litellm>=1.44.5 - -local = - torch~=2.2.1 - transformers~=4.44.2 - -[options.packages.find] -where=src - -[bdist_wheel] -universal = 1 - -[aliases] -# Alias `setup.py test` to `setup.py pytest` -test = pytest diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/app/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/app/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/app/main.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/app/main.py deleted file mode 100644 index ff5ea90cf..000000000 --- a/packages/ragbits-dev-kit/src/ragbits/dev_kit/app/main.py +++ /dev/null @@ -1,289 +0,0 @@ -import asyncio -from typing import Any - -import gradio as gr -import jinja2 -import typer -from pydantic import BaseModel - -from ragbits.common.llms import LiteLLM -from ragbits.common.llms.clients import LiteLLMOptions -from ragbits.dev_kit.discovery.prompt_discovery import PromptDiscovery - - -class PromptState: - """ - Class to store the current state of the application. - - This class holds various data structures used throughout the application's lifecycle. - - Attributes: - prompts_state (dict): A dictionary containing discovered prompts. Keys are prompt names, - values are details about the corresponding Prompt-based class. - variable_values (dict): A dictionary to store values entered by the user for prompt input fields. - dynamic_tb (dict): A dictionary containing dynamically created textboxes based on prompt input fields. - current_prompt (Prompt): The currently processed Prompt object. This is created upon clicking the - "Render Prompt" button and reflects in the "Rendered Prompt" field. - It is used for communication with the LLM. - llm_model_name (str): The name of the selected LLM model. - llm_api_key (str | None): The API key for the chosen LLM model. - temp_field_name (str): Temporary field name used internally. - """ - - prompts_state: dict = {} - variable_values: dict = {} - dynamic_tb: dict = {} - current_prompt = None - llm_model_name: str = "" - llm_api_key: str | None = "" - temp_field_name: str = "" - - -def get_prompts_list(path: str, state: gr.State) -> gr.State: - """ - Fetches a list of prompts based on provided paths. - - This function takes a comma-separated string of paths to prompt definition files and uses the - PromptDiscovery class to discover prompts within those files. The discovered prompts are then - stored in the application state object. - - Args: - path (str): A comma-separated string of paths to prompt definition files. - state (gr.State): The Gradio state object to update with discovered prompts. - - Returns: - gr.State: The updated Gradio state object containing the list of discovered prompts. - """ - prompt_paths: list[str] = path.split(",") - - obj = PromptDiscovery(file_paths=prompt_paths) - discovered_prompts = obj.discover() - state.value.prompts_state.update(discovered_prompts) - - return state - - -def display_data(key: str, state: PromptState) -> tuple[gr.Textbox, gr.Textbox]: - """ - Displays system and user prompts for a given key from the prompts state. - - This function retrieves the system and user prompt text associated with a particular prompt key - from the application state and creates Gradio Textbox elements for them. - - Args: - key (str): The key of the prompt to display data for in the prompts state. - state (PromptState): The application state object containing prompt data. - - Returns: - tuple[gr.Textbox, gr.Textbox]: A tuple containing two Gradio Textbox elements, - one for the system prompt and one for the user prompt. - """ - data = state.prompts_state[key] - - system_prompt_text = gr.Textbox(label="System Prompt", value=data["system_prompt"]) - user_prompt_text = gr.Textbox(label="User Prompt", value=data["user_prompt"]) - - return system_prompt_text, user_prompt_text - - -def render_prompt( - key: str, system_prompt: str, user_prompt: str, state: gr.State, *args: Any -) -> tuple[str, str, gr.State]: - """ - Renders a prompt based on the provided key, system prompt, user prompt, and input variables. - - This function constructs a Prompt object using the prompt constructor and input constructor - associated with the given key. It then updates the current prompt in the application state. - - Args: - key (str): The key of the prompt to render. - system_prompt (str): The system prompt template for the prompt. - user_prompt (str): The user prompt template for the prompt. - state (PromptState): The application state object. - args (tuple): A tuple of input values for the prompt. - - Returns: - tuple[str, str, PromptState]: A tuple containing the rendered system prompt, rendered user prompt, - and the updated application state. - """ - variables = dict(zip(state.dynamic_tb.keys(), args)) - - prompt_constructor = state.prompts_state[key]["object"] - prompt_constructor.system_prompt_template = jinja2.Template(system_prompt) - prompt_constructor.user_prompt_template = jinja2.Template(user_prompt) - - input_constructor = state.prompts_state[key]["input_type"] - - prompt_object = prompt_constructor(input_data=input_constructor(**variables)) - state.current_prompt = prompt_object - - chat_dict = {entry["role"]: entry["content"] for entry in prompt_object.chat} - - return chat_dict["system"], chat_dict["user"], state - - -def send_prompt_to_llm(state: gr.State) -> str: - """ - Sends the current prompt to the LLM and returns the response. - - This function creates a LiteLLM client using the LLM model name and API key stored in the - application state. It then calls the LLM client to generate a response based on the current prompt. - - Args: - state (gr.State): The application state object. - - Returns: - str: The response generated by the LLM. - """ - current_prompt = state.current_prompt - - llm_client = LiteLLM(model_name=state.llm_model_name, api_key=state.llm_api_key) - - try: - response = asyncio.run(llm_client.client.call(conversation=current_prompt.chat, options=LiteLLMOptions())) - except Exception as e: # pylint: disable=broad-except - response = str(e) - - return response - - -def get_input_type_fields(obj: BaseModel) -> list[dict]: - """ - Retrieves the field names and default values from the input type of a prompt. - - This function inspects the input type object associated with a prompt and extracts information - about its fields, including their names and default values. - - Args: - obj (BaseModel): The input type object of the prompt. - - Returns: - list[dict]: A list of dictionaries, each containing a field name and its default value. - """ - return [ - {"field_name": k, "field_default_value": v["schema"].get("default", None)} - for (k, v) in obj.__pydantic_core_schema__["schema"]["fields"].items() - ] - - -typer_app = typer.Typer(no_args_is_help=True) - - -@typer_app.command() -def run_app(prompts_paths: str, llm_model: str, llm_api_key: str | None = None) -> None: - """ - Launches the interactive application for working with Large Language Models (LLMs). - - This function serves as the entry point for the application. It performs several key tasks: - - 1. Initializes the application state using the PromptState class. - 2. Sets the LLM model name and API key based on user-provided arguments. - 3. Fetches a list of prompts from the specified paths using the get_prompts_list function. - 4. Creates a Gradio interface with various UI elements: - - A dropdown menu for selecting prompts. - - Textboxes for displaying and potentially modifying system and user prompts. - - Textboxes for entering input values based on the selected prompt. - - Buttons for rendering prompts, sending prompts to the LLM, and displaying the response. - - Args: - prompts_paths (str): A comma-separated string of paths to prompt definition files. - llm_model (str): The name of the LLM model to use. - llm_api_key (str): The API key for the chosen LLM model. - - """ - with gr.Blocks() as gr_app: - prompt_state_obj = PromptState() - prompt_state_obj.llm_model_name = llm_model - prompt_state_obj.llm_api_key = llm_api_key - - prompts_state = gr.State(value=prompt_state_obj) - - prompts_state = get_prompts_list(path=prompts_paths, state=prompts_state) - - # Load some values on initialization of the project - # 1) List of available prompts (based on paths provided by user - # 2) Select first prompt as loaded by default - # 3) Set init values of "rendered" fields - - prompts_list = list(prompts_state.value.prompts_state.keys()) - initial_prompt_key = prompts_list[0] - system_prompt_value = prompts_state.value.prompts_state[initial_prompt_key]["system_prompt"] - user_prompt_value = prompts_state.value.prompts_state[initial_prompt_key]["user_prompt"] - - prompt_selection_dropdown = gr.Dropdown(choices=prompts_list, value=initial_prompt_key, label="Select Prompt") - - list_of_vars = [] - - @gr.render(inputs=[prompt_selection_dropdown, prompts_state]) - def show_split(key: str, state: gr.State) -> None: - with gr.Row(): - with gr.Column(scale=1): - with gr.Tab("Inputs"): - if key != "": - input_fields: list = get_input_type_fields(state.prompts_state[key]["input_type"]) - tb_dict = {} - for entry in input_fields: - with gr.Row(): - var = gr.Textbox( - label=entry["field_name"], - value=entry["field_default_value"], - interactive=True, - ) - list_of_vars.append(var) - - tb_dict[entry["field_name"]] = var - - state.dynamic_tb = tb_dict - - render_prompt_button = gr.Button(value="Render prompts") - - with gr.Column(scale=4): - with gr.Tab("Prompt"): - with gr.Row(): - with gr.Column(): - prompt_details_system_prompt = gr.Textbox( - label="System Prompt", value=system_prompt_value, interactive=True - ) - - with gr.Column(): - prompt_details_system_prompt_rendered = gr.Textbox( - label="Rendered System Prompt", value="", interactive=False - ) - - with gr.Row(): - with gr.Column(): - prompt_details_user_prompt = gr.Textbox( - label="User Prompt", value=user_prompt_value, interactive=True - ) - - with gr.Column(): - prompt_details_user_prompt_rendered = gr.Textbox( - label="Rendered User Prompt", value="", interactive=False - ) - - llm_request_button = gr.Button(value="Send to LLM") - llm_prompt_response = gr.Textbox(lines=10, label="LLM response") - - prompt_selection_dropdown.change( - display_data, - [prompt_selection_dropdown, prompts_state], - [prompt_details_system_prompt, prompt_details_user_prompt], - ) - render_prompt_button.click( - render_prompt, - [ - prompt_selection_dropdown, - prompt_details_system_prompt, - prompt_details_user_prompt, - prompts_state, - *list_of_vars, - ], - [prompt_details_system_prompt_rendered, prompt_details_user_prompt_rendered, prompts_state], - ) - llm_request_button.click(send_prompt_to_llm, prompts_state, llm_prompt_response) - - gr_app.launch() - - -if __name__ == "__main__": - typer_app() diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/__init__.py deleted file mode 100644 index 4c5850f02..000000000 --- a/packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/__init__.py +++ /dev/null @@ -1,3 +0,0 @@ -from ragbits.dev_kit.discovery.prompt_discovery import PromptDiscovery - -__all__ = ["PromptDiscovery"] diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/prompt_discovery.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/prompt_discovery.py deleted file mode 100644 index f2d733660..000000000 --- a/packages/ragbits-dev-kit/src/ragbits/dev_kit/discovery/prompt_discovery.py +++ /dev/null @@ -1,94 +0,0 @@ -import importlib -import inspect -import os -from collections import namedtuple -from typing import Any - -from ragbits.common.prompt import Prompt - -PromptDetails = namedtuple("PromptDetails", ["system_prompt", "user_prompt", "input_type", "object"]) - - -class PromptDiscovery: - """ - Discovers Prompt objects within Python modules. - - Args: - file_paths (list[str]): List of file paths containing Prompt objects. - """ - - def __init__(self, file_paths: list[str]): - self.file_paths = file_paths - - def is_submodule(self, module: Any, sub_module: Any) -> bool: - """ - Checks if a module is a submodule of another. - - Args: - module (module): The parent module. - sub_module (module): The potential submodule. - - Returns: - bool: True if `sub_module` is a submodule of `module`, False otherwise. - """ - - try: - value = module.__spec__.submodule_search_locations[0] in sub_module.__spec__.submodule_search_locations[0] - return value - except TypeError: - return False - - def process_module(self, module: Any, main_module: Any) -> dict: - """ - Processes a module to find Prompt objects. - - Args: - module (module): The module to process. - main_module (module): The main module. - - Returns: - dict: A dictionary mapping Prompt names to their corresponding PromptDetails objects. - """ - result_dict = {} - - for key, value in inspect.getmembers(module): - if inspect.isclass(value) and key != "Prompt" and issubclass(value, Prompt): - result_dict[key] = value - - elif inspect.ismodule(value) and not key.startswith("_") and self.is_submodule(main_module, value): - temp_dict = self.process_module(value, main_module) - - if len(temp_dict.keys()) == 0: - continue - - result_dict = {**result_dict, **temp_dict} - - return result_dict - - def discover(self) -> dict: - """ - Discovers Prompt objects within the specified file paths. - - Returns: - dict: A dictionary mapping Prompt names to their corresponding PromptDetails objects. - """ - - result_dict = {} - for prompt_path_str in self.file_paths: - if prompt_path_str.endswith(".py"): - temp_module = importlib.import_module(os.path.basename(prompt_path_str[:-3])) - else: - temp_module = importlib.import_module(os.path.basename(prompt_path_str)) - - temp_results = self.process_module(temp_module, temp_module) - - for key, test_obj in temp_results.items(): - if key not in result_dict: - result_dict[key] = PromptDetails( - system_prompt=test_obj.system_prompt, - user_prompt=test_obj.user_prompt, - input_type=test_obj.input_type, - object=test_obj, - )._asdict() - - return result_dict diff --git a/packages/ragbits-dev-kit/src/ragbits/py.typed b/packages/ragbits-dev-kit/src/ragbits/py.typed deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py b/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py deleted file mode 100644 index 1aa1a3f4a..000000000 --- a/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py +++ /dev/null @@ -1,61 +0,0 @@ -from abc import ABC - -from pydantic import BaseModel - -from ragbits.common.prompt import Prompt - - -class PromptForTestInput(BaseModel): - """ - Input format for the LoremPrompt. - """ - - theme: str - nsfw_allowed: bool = False - var1: str - var2: str - var3: str - var4: str - - -class PromptForTestOutput(BaseModel): - """ - Output format for the LoremPrompt. - """ - - text: str - - -class PromptForTest(Prompt[PromptForTestInput, PromptForTestOutput]): - system_prompt = "fake system prompt" - user_prompt = "fake user prompt" - - -class PromptForTestInput2(BaseModel): - """ - Input format for the LoremPrompt. - """ - - theme: str - - -class PromptForTestOutput2(BaseModel): - """ - Output format for the LoremPrompt. - """ - - text: str - - -class PromptForTest2(Prompt[PromptForTestInput2, PromptForTestOutput2]): - system_prompt = "fake system prompt2" - user_prompt = "fake user prompt2" - - -class MyBasePrompt(Prompt, ABC): - system_prompt = "my base system prompt" - user_prompt = "temp user prompt" - - -class MyPromptWithBase(MyBasePrompt): - user_prompt = "custom user prompt" diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py deleted file mode 100644 index 99d0ac4b2..000000000 --- a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py +++ /dev/null @@ -1,3 +0,0 @@ -from . import prompts - -__all__ = ["prompts"] diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py deleted file mode 100644 index eae9c00bd..000000000 --- a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from .temp_prompt1 import PromptForTestA -from .temp_prompt2 import PromptForTestB - -__all__ = ["PromptForTestA", "PromptForTestB"] diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py deleted file mode 100644 index b323a6bb6..000000000 --- a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py +++ /dev/null @@ -1,29 +0,0 @@ -from pydantic import BaseModel - -from ragbits.common.prompt import Prompt - - -class PromptForTestInputA(BaseModel): - """ - Input format for the LoremPrompt. - """ - - theme: str - nsfw_allowed: bool = False - var1: str - var2: str - var3: str - var4: str - - -class PromptForTestOutputA(BaseModel): - """ - Output format for the LoremPrompt. - """ - - text: str - - -class PromptForTestA(Prompt[PromptForTestInputA, PromptForTestOutputA]): - system_prompt = "fake system prompt" - user_prompt = "fake user prompt" diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py deleted file mode 100644 index cde8c4531..000000000 --- a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py +++ /dev/null @@ -1,29 +0,0 @@ -from pydantic import BaseModel - -from ragbits.common.prompt import Prompt - - -class PromptForTestInputB(BaseModel): - """ - Input format for the LoremPrompt. - """ - - theme: str - nsfw_allowed: bool = False - var1: str - var2: str - var3: str - var4: str - - -class PromptForTestOutputB(BaseModel): - """ - Output format for the LoremPrompt. - """ - - text: str - - -class PromptForTestB(Prompt[PromptForTestInputB, PromptForTestOutputB]): - system_prompt = "fake system prompt" - user_prompt = "fake user prompt" diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py b/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py deleted file mode 100644 index 9aa1bcf9d..000000000 --- a/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py +++ /dev/null @@ -1,38 +0,0 @@ -import sys -from pathlib import Path - -from ragbits.dev_kit.discovery.prompt_discovery import PromptDiscovery - - -def test_prompt_discovery_from_file(): - test_paths = ["prompt_classes_for_tests.py"] - - discovery_result = PromptDiscovery(test_paths).discover() - - assert len(discovery_result.keys()) == 4 - - assert "PromptForTest" in discovery_result.keys() - assert discovery_result["PromptForTest"]["user_prompt"] == "fake user prompt" - assert discovery_result["PromptForTest"]["system_prompt"] == "fake system prompt" - assert len(discovery_result["PromptForTest"]["input_type"].model_fields) == 6 - - assert "PromptForTest2" in discovery_result.keys() - assert discovery_result["PromptForTest2"]["user_prompt"] == "fake user prompt2" - assert discovery_result["PromptForTest2"]["system_prompt"] == "fake system prompt2" - assert len(discovery_result["PromptForTest2"]["input_type"].model_fields) == 1 - - assert "MyPromptWithBase" in discovery_result.keys() - assert discovery_result["MyPromptWithBase"]["user_prompt"] == "custom user prompt" - assert discovery_result["MyPromptWithBase"]["system_prompt"] == "my base system prompt" - - -def test_prompt_discovery_from_package(): - sys.path.append(str(Path(__file__).parent)) - test_paths = ["ragbits_tests_pkg_with_prompts"] - - discovery_result = PromptDiscovery(test_paths).discover() - - assert len(discovery_result.keys()) == 2 - - assert "PromptForTestA" in discovery_result - assert "PromptForTestB" in discovery_result diff --git a/packages/ragbits-document-search/README.md b/packages/ragbits-document-search/README.md new file mode 100644 index 000000000..473425f04 --- /dev/null +++ b/packages/ragbits-document-search/README.md @@ -0,0 +1 @@ +# Ragbits Document Search diff --git a/packages/ragbits-document-search/examples/simple_text.py b/packages/ragbits-document-search/examples/simple_text.py index db559913c..7e777a20d 100644 --- a/packages/ragbits-document-search/examples/simple_text.py +++ b/packages/ragbits-document-search/examples/simple_text.py @@ -1,6 +1,6 @@ import asyncio -from ragbits.common.embeddings.litellm import LiteLLMEmbeddings +from ragbits.core.embeddings.litellm import LiteLLMEmbeddings from ragbits.document_search import DocumentSearch from ragbits.document_search.documents.document import DocumentMeta from ragbits.document_search.vector_store.in_memory import InMemoryVectorStore diff --git a/packages/ragbits-document-search/pyproject.toml b/packages/ragbits-document-search/pyproject.toml index 67ea20b75..9f6042d6b 100644 --- a/packages/ragbits-document-search/pyproject.toml +++ b/packages/ragbits-document-search/pyproject.toml @@ -1,3 +1,62 @@ +[project] +name = "ragbits-document-search" +version = "0.1.0" +description = "Document Search module for Ragbits" +readme = "README.md" +requires-python = ">=3.10" +license = "MIT" +authors = [ + { name = "deepsense.ai", email = "contact@deepsense.ai"} +] +keywords = [ + "Retrieval Augmented Generation", + "RAG", + "Large Language Models", + "LLMs", + "Generative AI", + "GenAI", + "Document Search" +] +classifiers = [ + "Development Status :: 1 - Planning", + "Environment :: Console", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: MIT License", + "Natural Language :: English", + "Operating System :: OS Independent", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + "Topic :: Software Development :: Libraries :: Python Modules", + "Private :: Do Not Upload" +] +dependencies = [ + "numpy~=1.24.0", + "ragbits" +] + +[tool.uv] +dev-dependencies = [ + "pre-commit~=3.8.0", + "pytest~=8.3.3", + "pytest-cov~=5.0.0", + "pytest-asyncio~=0.24.0", + "pip-licenses>=4.0.0,<5.0.0" +] + +[tool.uv.sources] +ragbits = { workspace = true } + [build-system] -requires = ["setuptools >= 40.9.0", "wheel"] -build-backend = "setuptools.build_meta" +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.metadata] +allow-direct-references = true + +[tool.hatch.build.targets.wheel] +packages = ["src/ragbits"] + +[tool.pytest.ini_options] +asyncio_mode = "auto" diff --git a/packages/ragbits-document-search/setup.cfg b/packages/ragbits-document-search/setup.cfg deleted file mode 100644 index b8d55946a..000000000 --- a/packages/ragbits-document-search/setup.cfg +++ /dev/null @@ -1,43 +0,0 @@ -[metadata] -name = ragbits-document-search -# do not change version by hand: use bump_version.sh -version = 0.0.1 -description = "The ragstack module responsible for fetching data from unstructured data sources." -author = deepsense.ai -author_email = contact@deepsense.ai -license = Other/Proprietary License -license_files = LICENSE.md -classifiers = - Development Status :: 1 - Planning - Environment :: Console - Intended Audience :: Science/Research - License :: Other/Proprietary License - Natural Language :: English - Operating System :: Independent - Programming Language :: Python :: 3.10 - Programming Language :: Python :: 3.11 - Programming Language :: Python :: 3.12 - Topic :: AI - Private :: Do Not Upload - -[options] -package_dir= - =src -packages=find_namespace: -zip_safe = False -platforms = any -include_package_data = True -python_requires = >=3.10 -install_requires = - numpy>=1.24.0 - pydantic>=2.8.2 - -[options.packages.find] -where=src - -[bdist_wheel] -universal = 1 - -[aliases] -# Alias `setup.py test` to `setup.py pytest` -test = pytest diff --git a/packages/ragbits-document-search/src/ragbits/document_search/_main.py b/packages/ragbits-document-search/src/ragbits/document_search/_main.py index 0d47c8536..2f38abe8d 100644 --- a/packages/ragbits-document-search/src/ragbits/document_search/_main.py +++ b/packages/ragbits-document-search/src/ragbits/document_search/_main.py @@ -1,4 +1,4 @@ -from ragbits.common.embeddings.base import Embeddings +from ragbits.core.embeddings.base import Embeddings from ragbits.document_search.documents.document import DocumentMeta from ragbits.document_search.documents.element import Element from ragbits.document_search.ingestion.document_processor import DocumentProcessor diff --git a/packages/ragbits-common/tests/unit/llms/__init__.py b/packages/ragbits-document-search/tests/__init__.py similarity index 100% rename from packages/ragbits-common/tests/unit/llms/__init__.py rename to packages/ragbits-document-search/tests/__init__.py diff --git a/pyproject.toml b/pyproject.toml index 8221a0e66..158173b94 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,3 +1,30 @@ +[project] +name = "ragbits-workspace" +version = "0.1.0" +description = "Ragbits development workspace" +readme = "README.md" +requires-python = ">=3.10" +dependencies = [ + "ragbits[litellm,local]", + "ragbits-document-search" +] + +[tool.uv] +dev-dependencies = [ + "pre-commit~=3.8.0", + "pytest~=8.3.3", + "pytest-cov~=5.0.0", + "pytest-asyncio~=0.24.0", + "pip-licenses>=4.0.0,<5.0.0" +] + +[tool.uv.sources] +ragbits = { workspace = true } +ragbits-document-search = { workspace = true } + +[tool.uv.workspace] +members = ["packages/ragbits-core", "packages/ragbits-document-search"] + [tool.isort] multi_line_output = 3 line_length = 120 @@ -83,7 +110,7 @@ check_untyped_defs = true no_implicit_optional = true explicit_package_bases = 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Subject: [PATCH 02/10] small fixes --- check_licenses.sh | 2 +- packages/ragbits-document-search/pyproject.toml | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/check_licenses.sh b/check_licenses.sh index cd213c7a6..68945bf9d 100755 --- a/check_licenses.sh +++ b/check_licenses.sh @@ -1,7 +1,7 @@ #!/bin/bash set -e -. venv/bin/activate +source .venv/bin/activate pip-licenses --from=mixed --ignore-packages `cat .libraries-whitelist.txt`> licenses.txt cat licenses.txt diff --git a/packages/ragbits-document-search/pyproject.toml b/packages/ragbits-document-search/pyproject.toml index 9f6042d6b..98c29ebdc 100644 --- a/packages/ragbits-document-search/pyproject.toml +++ b/packages/ragbits-document-search/pyproject.toml @@ -42,7 +42,8 @@ dev-dependencies = [ "pytest~=8.3.3", "pytest-cov~=5.0.0", "pytest-asyncio~=0.24.0", - "pip-licenses>=4.0.0,<5.0.0" + "pip-licenses>=4.0.0,<5.0.0", + "ragbits[litellm,local]" ] [tool.uv.sources] From 0044e49b638efee7b705eea4a5309d107d4f128e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 02:46:11 +0200 Subject: [PATCH 03/10] small updates --- packages/ragbits-core/examples/llm_example.py | 6 ++++++ packages/ragbits-core/examples/prompt_example.py | 6 ++++++ packages/ragbits-document-search/examples/simple_text.py | 7 +++++++ 3 files changed, 19 insertions(+) diff --git a/packages/ragbits-core/examples/llm_example.py b/packages/ragbits-core/examples/llm_example.py index 19644ba09..adcd61e06 100644 --- a/packages/ragbits-core/examples/llm_example.py +++ b/packages/ragbits-core/examples/llm_example.py @@ -1,3 +1,9 @@ +# /// script +# requires-python = ">=3.10" +# dependencies = [ +# "ragbits[litellm]", +# ] +# /// import asyncio from pydantic import BaseModel diff --git a/packages/ragbits-core/examples/prompt_example.py b/packages/ragbits-core/examples/prompt_example.py index 5bd5a3403..51ce05eaa 100644 --- a/packages/ragbits-core/examples/prompt_example.py +++ b/packages/ragbits-core/examples/prompt_example.py @@ -1,3 +1,9 @@ +# /// script +# requires-python = ">=3.10" +# dependencies = [ +# "ragbits", +# ] +# /// from pydantic import BaseModel from ragbits.core.prompt import Prompt diff --git a/packages/ragbits-document-search/examples/simple_text.py b/packages/ragbits-document-search/examples/simple_text.py index 7e777a20d..186e06bf1 100644 --- a/packages/ragbits-document-search/examples/simple_text.py +++ b/packages/ragbits-document-search/examples/simple_text.py @@ -1,3 +1,10 @@ +# /// script +# requires-python = ">=3.10" +# dependencies = [ +# "ragbits-document-search", +# "ragbits[litellm]", +# ] +# /// import asyncio from ragbits.core.embeddings.litellm import LiteLLMEmbeddings From 5a0dca75c30d637bd20f2a68458f338f13650259 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 03:36:28 +0200 Subject: [PATCH 04/10] add dev kit --- packages/ragbits-dev-kit/README.md | 1 + packages/ragbits-dev-kit/pyproject.toml | 64 ++ .../src/ragbits/dev_kit/__init__.py | 0 .../ragbits/dev_kit/prompt_lab/__init__.py | 0 .../src/ragbits/dev_kit/prompt_lab/app.py | 289 +++++++ .../dev_kit/prompt_lab/discovery/__init__.py | 3 + .../prompt_lab/discovery/prompt_discovery.py | 94 +++ .../discovery/prompt_classes_for_tests.py | 61 ++ .../__init__.py | 3 + .../prompts/__init__.py | 4 + .../prompts/temp_prompt1.py | 29 + .../prompts/temp_prompt2.py | 29 + .../unit/discovery/test_prompt_discovery.py | 38 + pyproject.toml | 8 +- uv.lock | 794 +++++++++++++++++- 15 files changed, 1414 insertions(+), 3 deletions(-) create mode 100644 packages/ragbits-dev-kit/README.md create mode 100644 packages/ragbits-dev-kit/pyproject.toml create mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py create mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/__init__.py create mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py create mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py create mode 100644 packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py create mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py create mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py create mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py create mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py create mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py create mode 100644 packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py diff --git a/packages/ragbits-dev-kit/README.md b/packages/ragbits-dev-kit/README.md new file mode 100644 index 000000000..f27a26784 --- /dev/null +++ b/packages/ragbits-dev-kit/README.md @@ -0,0 +1 @@ +# Ragbits Development Kit diff --git a/packages/ragbits-dev-kit/pyproject.toml b/packages/ragbits-dev-kit/pyproject.toml new file mode 100644 index 000000000..7f3eaad22 --- /dev/null +++ b/packages/ragbits-dev-kit/pyproject.toml @@ -0,0 +1,64 @@ +[project] +name = "ragbits-dev-kit" +version = "0.1.0" +description = "Development kit for Ragbits" +readme = "README.md" +requires-python = ">=3.10" +license = "MIT" +authors = [ + { name = "deepsense.ai", email = "contact@deepsense.ai"} +] +keywords = [ + "Retrieval Augmented Generation", + "RAG", + "Large Language Models", + "LLMs", + "Generative AI", + "GenAI", + "Prompt Management", + "Development Kit", +] +classifiers = [ + "Development Status :: 1 - Planning", + "Environment :: Console", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: MIT License", + "Natural Language :: English", + "Operating System :: OS Independent", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + "Topic :: Software Development :: Libraries :: Python Modules", + "Private :: Do Not Upload" +] +dependencies = [ + "gradio~=4.44.0", + "typer~=0.12.5" +] + +[project.scripts] +prompt-lab = "ragbits.dev_kit.app:main" + +[tool.uv] +dev-dependencies = [ + "pre-commit~=3.8.0", + "pytest~=8.3.3", + "pytest-cov~=5.0.0", + "pytest-asyncio~=0.24.0", + "pip-licenses>=4.0.0,<5.0.0", + "ragbits[litellm,local]" +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.metadata] +allow-direct-references = true + +[tool.hatch.build.targets.wheel] +packages = ["src/ragbits"] + +[tool.pytest.ini_options] +asyncio_mode = "auto" diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py new file mode 100644 index 000000000..879d79634 --- /dev/null +++ b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py @@ -0,0 +1,289 @@ +import asyncio +from typing import Any + +import gradio as gr +import jinja2 +import typer +from pydantic import BaseModel + +from ragbits.core.llms import LiteLLM +from ragbits.core.llms.clients import LiteLLMOptions +from ragbits.dev_kit.prompt_lab.discovery.prompt_discovery import PromptDiscovery + + +class PromptState: + """ + Class to store the current state of the application. + + This class holds various data structures used throughout the application's lifecycle. + + Attributes: + prompts_state (dict): A dictionary containing discovered prompts. Keys are prompt names, + values are details about the corresponding Prompt-based class. + variable_values (dict): A dictionary to store values entered by the user for prompt input fields. + dynamic_tb (dict): A dictionary containing dynamically created textboxes based on prompt input fields. + current_prompt (Prompt): The currently processed Prompt object. This is created upon clicking the + "Render Prompt" button and reflects in the "Rendered Prompt" field. + It is used for communication with the LLM. + llm_model_name (str): The name of the selected LLM model. + llm_api_key (str | None): The API key for the chosen LLM model. + temp_field_name (str): Temporary field name used internally. + """ + + prompts_state: dict = {} + variable_values: dict = {} + dynamic_tb: dict = {} + current_prompt = None + llm_model_name: str = "" + llm_api_key: str | None = "" + temp_field_name: str = "" + + +def get_prompts_list(path: str, state: gr.State) -> gr.State: + """ + Fetches a list of prompts based on provided paths. + + This function takes a comma-separated string of paths to prompt definition files and uses the + PromptDiscovery class to discover prompts within those files. The discovered prompts are then + stored in the application state object. + + Args: + path (str): A comma-separated string of paths to prompt definition files. + state (gr.State): The Gradio state object to update with discovered prompts. + + Returns: + gr.State: The updated Gradio state object containing the list of discovered prompts. + """ + prompt_paths: list[str] = path.split(",") + + obj = PromptDiscovery(file_paths=prompt_paths) + discovered_prompts = obj.discover() + state.value.prompts_state.update(discovered_prompts) + + return state + + +def display_data(key: str, state: PromptState) -> tuple[gr.Textbox, gr.Textbox]: + """ + Displays system and user prompts for a given key from the prompts state. + + This function retrieves the system and user prompt text associated with a particular prompt key + from the application state and creates Gradio Textbox elements for them. + + Args: + key (str): The key of the prompt to display data for in the prompts state. + state (PromptState): The application state object containing prompt data. + + Returns: + tuple[gr.Textbox, gr.Textbox]: A tuple containing two Gradio Textbox elements, + one for the system prompt and one for the user prompt. + """ + data = state.prompts_state[key] + + system_prompt_text = gr.Textbox(label="System Prompt", value=data["system_prompt"]) + user_prompt_text = gr.Textbox(label="User Prompt", value=data["user_prompt"]) + + return system_prompt_text, user_prompt_text + + +def render_prompt( + key: str, system_prompt: str, user_prompt: str, state: gr.State, *args: Any +) -> tuple[str, str, gr.State]: + """ + Renders a prompt based on the provided key, system prompt, user prompt, and input variables. + + This function constructs a Prompt object using the prompt constructor and input constructor + associated with the given key. It then updates the current prompt in the application state. + + Args: + key (str): The key of the prompt to render. + system_prompt (str): The system prompt template for the prompt. + user_prompt (str): The user prompt template for the prompt. + state (PromptState): The application state object. + args (tuple): A tuple of input values for the prompt. + + Returns: + tuple[str, str, PromptState]: A tuple containing the rendered system prompt, rendered user prompt, + and the updated application state. + """ + variables = dict(zip(state.dynamic_tb.keys(), args)) + + prompt_constructor = state.prompts_state[key]["object"] + prompt_constructor.system_prompt_template = jinja2.Template(system_prompt) + prompt_constructor.user_prompt_template = jinja2.Template(user_prompt) + + input_constructor = state.prompts_state[key]["input_type"] + + prompt_object = prompt_constructor(input_data=input_constructor(**variables)) + state.current_prompt = prompt_object + + chat_dict = {entry["role"]: entry["content"] for entry in prompt_object.chat} + + return chat_dict["system"], chat_dict["user"], state + + +def send_prompt_to_llm(state: gr.State) -> str: + """ + Sends the current prompt to the LLM and returns the response. + + This function creates a LiteLLM client using the LLM model name and API key stored in the + application state. It then calls the LLM client to generate a response based on the current prompt. + + Args: + state (gr.State): The application state object. + + Returns: + str: The response generated by the LLM. + """ + current_prompt = state.current_prompt + + llm_client = LiteLLM(model_name=state.llm_model_name, api_key=state.llm_api_key) + + try: + response = asyncio.run(llm_client.client.call(conversation=current_prompt.chat, options=LiteLLMOptions())) + except Exception as e: # pylint: disable=broad-except + response = str(e) + + return response + + +def get_input_type_fields(obj: BaseModel) -> list[dict]: + """ + Retrieves the field names and default values from the input type of a prompt. + + This function inspects the input type object associated with a prompt and extracts information + about its fields, including their names and default values. + + Args: + obj (BaseModel): The input type object of the prompt. + + Returns: + list[dict]: A list of dictionaries, each containing a field name and its default value. + """ + return [ + {"field_name": k, "field_default_value": v["schema"].get("default", None)} + for (k, v) in obj.__pydantic_core_schema__["schema"]["fields"].items() + ] + + +typer_app = typer.Typer(no_args_is_help=True) + + +@typer_app.command() +def run_app(prompts_paths: str, llm_model: str, llm_api_key: str | None = None) -> None: + """ + Launches the interactive application for working with Large Language Models (LLMs). + + This function serves as the entry point for the application. It performs several key tasks: + + 1. Initializes the application state using the PromptState class. + 2. Sets the LLM model name and API key based on user-provided arguments. + 3. Fetches a list of prompts from the specified paths using the get_prompts_list function. + 4. Creates a Gradio interface with various UI elements: + - A dropdown menu for selecting prompts. + - Textboxes for displaying and potentially modifying system and user prompts. + - Textboxes for entering input values based on the selected prompt. + - Buttons for rendering prompts, sending prompts to the LLM, and displaying the response. + + Args: + prompts_paths (str): A comma-separated string of paths to prompt definition files. + llm_model (str): The name of the LLM model to use. + llm_api_key (str): The API key for the chosen LLM model. + + """ + with gr.Blocks() as gr_app: + prompt_state_obj = PromptState() + prompt_state_obj.llm_model_name = llm_model + prompt_state_obj.llm_api_key = llm_api_key + + prompts_state = gr.State(value=prompt_state_obj) + + prompts_state = get_prompts_list(path=prompts_paths, state=prompts_state) + + # Load some values on initialization of the project + # 1) List of available prompts (based on paths provided by user + # 2) Select first prompt as loaded by default + # 3) Set init values of "rendered" fields + + prompts_list = list(prompts_state.value.prompts_state.keys()) + initial_prompt_key = prompts_list[0] + system_prompt_value = prompts_state.value.prompts_state[initial_prompt_key]["system_prompt"] + user_prompt_value = prompts_state.value.prompts_state[initial_prompt_key]["user_prompt"] + + prompt_selection_dropdown = gr.Dropdown(choices=prompts_list, value=initial_prompt_key, label="Select Prompt") + + list_of_vars = [] + + @gr.render(inputs=[prompt_selection_dropdown, prompts_state]) + def show_split(key: str, state: gr.State) -> None: + with gr.Row(): + with gr.Column(scale=1): + with gr.Tab("Inputs"): + if key != "": + input_fields: list = get_input_type_fields(state.prompts_state[key]["input_type"]) + tb_dict = {} + for entry in input_fields: + with gr.Row(): + var = gr.Textbox( + label=entry["field_name"], + value=entry["field_default_value"], + interactive=True, + ) + list_of_vars.append(var) + + tb_dict[entry["field_name"]] = var + + state.dynamic_tb = tb_dict + + render_prompt_button = gr.Button(value="Render prompts") + + with gr.Column(scale=4): + with gr.Tab("Prompt"): + with gr.Row(): + with gr.Column(): + prompt_details_system_prompt = gr.Textbox( + label="System Prompt", value=system_prompt_value, interactive=True + ) + + with gr.Column(): + prompt_details_system_prompt_rendered = gr.Textbox( + label="Rendered System Prompt", value="", interactive=False + ) + + with gr.Row(): + with gr.Column(): + prompt_details_user_prompt = gr.Textbox( + label="User Prompt", value=user_prompt_value, interactive=True + ) + + with gr.Column(): + prompt_details_user_prompt_rendered = gr.Textbox( + label="Rendered User Prompt", value="", interactive=False + ) + + llm_request_button = gr.Button(value="Send to LLM") + llm_prompt_response = gr.Textbox(lines=10, label="LLM response") + + prompt_selection_dropdown.change( + display_data, + [prompt_selection_dropdown, prompts_state], + [prompt_details_system_prompt, prompt_details_user_prompt], + ) + render_prompt_button.click( + render_prompt, + [ + prompt_selection_dropdown, + prompt_details_system_prompt, + prompt_details_user_prompt, + prompts_state, + *list_of_vars, + ], + [prompt_details_system_prompt_rendered, prompt_details_user_prompt_rendered, prompts_state], + ) + llm_request_button.click(send_prompt_to_llm, prompts_state, llm_prompt_response) + + gr_app.launch() + + +if __name__ == "__main__": + typer_app() diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py new file mode 100644 index 000000000..cc7bae5c2 --- /dev/null +++ b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py @@ -0,0 +1,3 @@ +from .prompt_discovery import PromptDiscovery + +__all__ = ["PromptDiscovery"] diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py new file mode 100644 index 000000000..3bc1f736c --- /dev/null +++ b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py @@ -0,0 +1,94 @@ +import importlib +import inspect +import os +from collections import namedtuple +from typing import Any + +from ragbits.core.prompt import Prompt + +PromptDetails = namedtuple("PromptDetails", ["system_prompt", "user_prompt", "input_type", "object"]) + + +class PromptDiscovery: + """ + Discovers Prompt objects within Python modules. + + Args: + file_paths (list[str]): List of file paths containing Prompt objects. + """ + + def __init__(self, file_paths: list[str]): + self.file_paths = file_paths + + def is_submodule(self, module: Any, sub_module: Any) -> bool: + """ + Checks if a module is a submodule of another. + + Args: + module (module): The parent module. + sub_module (module): The potential submodule. + + Returns: + bool: True if `sub_module` is a submodule of `module`, False otherwise. + """ + + try: + value = module.__spec__.submodule_search_locations[0] in sub_module.__spec__.submodule_search_locations[0] + return value + except TypeError: + return False + + def process_module(self, module: Any, main_module: Any) -> dict: + """ + Processes a module to find Prompt objects. + + Args: + module (module): The module to process. + main_module (module): The main module. + + Returns: + dict: A dictionary mapping Prompt names to their corresponding PromptDetails objects. + """ + result_dict = {} + + for key, value in inspect.getmembers(module): + if inspect.isclass(value) and key != "Prompt" and issubclass(value, Prompt): + result_dict[key] = value + + elif inspect.ismodule(value) and not key.startswith("_") and self.is_submodule(main_module, value): + temp_dict = self.process_module(value, main_module) + + if len(temp_dict.keys()) == 0: + continue + + result_dict = {**result_dict, **temp_dict} + + return result_dict + + def discover(self) -> dict: + """ + Discovers Prompt objects within the specified file paths. + + Returns: + dict: A dictionary mapping Prompt names to their corresponding PromptDetails objects. + """ + + result_dict = {} + for prompt_path_str in self.file_paths: + if prompt_path_str.endswith(".py"): + temp_module = importlib.import_module(os.path.basename(prompt_path_str[:-3])) + else: + temp_module = importlib.import_module(os.path.basename(prompt_path_str)) + + temp_results = self.process_module(temp_module, temp_module) + + for key, test_obj in temp_results.items(): + if key not in result_dict: + result_dict[key] = PromptDetails( + system_prompt=test_obj.system_prompt, + user_prompt=test_obj.user_prompt, + input_type=test_obj.input_type, + object=test_obj, + )._asdict() + + return result_dict diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py b/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py new file mode 100644 index 000000000..2453dddd8 --- /dev/null +++ b/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py @@ -0,0 +1,61 @@ +from abc import ABC + +from pydantic import BaseModel + +from ragbits.core.prompt import Prompt + + +class PromptForTestInput(BaseModel): + """ + Input format for the LoremPrompt. + """ + + theme: str + nsfw_allowed: bool = False + var1: str + var2: str + var3: str + var4: str + + +class PromptForTestOutput(BaseModel): + """ + Output format for the LoremPrompt. + """ + + text: str + + +class PromptForTest(Prompt[PromptForTestInput, PromptForTestOutput]): + system_prompt = "fake system prompt" + user_prompt = "fake user prompt" + + +class PromptForTestInput2(BaseModel): + """ + Input format for the LoremPrompt. + """ + + theme: str + + +class PromptForTestOutput2(BaseModel): + """ + Output format for the LoremPrompt. + """ + + text: str + + +class PromptForTest2(Prompt[PromptForTestInput2, PromptForTestOutput2]): + system_prompt = "fake system prompt2" + user_prompt = "fake user prompt2" + + +class MyBasePrompt(Prompt, ABC): + system_prompt = "my base system prompt" + user_prompt = "temp user prompt" + + +class MyPromptWithBase(MyBasePrompt): + user_prompt = "custom user prompt" diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py new file mode 100644 index 000000000..99d0ac4b2 --- /dev/null +++ b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py @@ -0,0 +1,3 @@ +from . import prompts + +__all__ = ["prompts"] diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py new file mode 100644 index 000000000..eae9c00bd --- /dev/null +++ b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py @@ -0,0 +1,4 @@ +from .temp_prompt1 import PromptForTestA +from .temp_prompt2 import PromptForTestB + +__all__ = ["PromptForTestA", "PromptForTestB"] diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py new file mode 100644 index 000000000..92427bd29 --- /dev/null +++ b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py @@ -0,0 +1,29 @@ +from pydantic import BaseModel + +from ragbits.core.prompt import Prompt + + +class PromptForTestInputA(BaseModel): + """ + Input format for the LoremPrompt. + """ + + theme: str + nsfw_allowed: bool = False + var1: str + var2: str + var3: str + var4: str + + +class PromptForTestOutputA(BaseModel): + """ + Output format for the LoremPrompt. + """ + + text: str + + +class PromptForTestA(Prompt[PromptForTestInputA, PromptForTestOutputA]): + system_prompt = "fake system prompt" + user_prompt = "fake user prompt" diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py new file mode 100644 index 000000000..4b74d192e --- /dev/null +++ b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py @@ -0,0 +1,29 @@ +from pydantic import BaseModel + +from ragbits.core.prompt import Prompt + + +class PromptForTestInputB(BaseModel): + """ + Input format for the LoremPrompt. + """ + + theme: str + nsfw_allowed: bool = False + var1: str + var2: str + var3: str + var4: str + + +class PromptForTestOutputB(BaseModel): + """ + Output format for the LoremPrompt. + """ + + text: str + + +class PromptForTestB(Prompt[PromptForTestInputB, PromptForTestOutputB]): + system_prompt = "fake system prompt" + user_prompt = "fake user prompt" diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py b/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py new file mode 100644 index 000000000..b51b33a40 --- /dev/null +++ b/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py @@ -0,0 +1,38 @@ +import sys +from pathlib import Path + +from ragbits.dev_kit.prompt_lab.discovery.prompt_discovery import PromptDiscovery + + +def test_prompt_discovery_from_file(): + test_paths = ["prompt_classes_for_tests.py"] + + discovery_result = PromptDiscovery(test_paths).discover() + + assert len(discovery_result.keys()) == 4 + + assert "PromptForTest" in discovery_result.keys() + assert discovery_result["PromptForTest"]["user_prompt"] == "fake user prompt" + assert discovery_result["PromptForTest"]["system_prompt"] == "fake system prompt" + assert len(discovery_result["PromptForTest"]["input_type"].model_fields) == 6 + + assert "PromptForTest2" in discovery_result.keys() + assert discovery_result["PromptForTest2"]["user_prompt"] == "fake user prompt2" + assert discovery_result["PromptForTest2"]["system_prompt"] == "fake system prompt2" + assert len(discovery_result["PromptForTest2"]["input_type"].model_fields) == 1 + + assert "MyPromptWithBase" in discovery_result.keys() + assert discovery_result["MyPromptWithBase"]["user_prompt"] == "custom user prompt" + assert discovery_result["MyPromptWithBase"]["system_prompt"] == "my base system prompt" + + +def test_prompt_discovery_from_package(): + sys.path.append(str(Path(__file__).parent)) + test_paths = ["ragbits_tests_pkg_with_prompts"] + + discovery_result = PromptDiscovery(test_paths).discover() + + assert len(discovery_result.keys()) == 2 + + assert "PromptForTestA" in discovery_result + assert "PromptForTestB" in discovery_result diff --git a/pyproject.toml b/pyproject.toml index 158173b94..f127fe4a2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,6 +6,7 @@ readme = "README.md" requires-python = ">=3.10" dependencies = [ "ragbits[litellm,local]", + "ragbits-dev-kit", "ragbits-document-search" ] @@ -20,10 +21,15 @@ dev-dependencies = [ [tool.uv.sources] ragbits = { workspace = true } +ragbits-dev-kit = { workspace = true } ragbits-document-search = { workspace = true } [tool.uv.workspace] -members = ["packages/ragbits-core", "packages/ragbits-document-search"] +members = [ + "packages/ragbits-core", + "packages/ragbits-dev-kit", + "packages/ragbits-document-search" +] [tool.isort] multi_line_output = 3 diff --git a/uv.lock b/uv.lock index 02f87709a..618aeedaf 100644 --- a/uv.lock +++ b/uv.lock @@ -1,17 +1,29 @@ version = 1 requires-python = ">=3.10" resolution-markers = [ - "python_full_version < '3.13'", + "python_full_version < '3.11'", + 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actions/setup-python@v4 with: python-version: "3.10" @@ -26,11 +33,13 @@ jobs: path: ~/.cache/pre-commit key: pre-commit-3|${{ env.pythonLocation }}|${{ hashFiles('.pre-commit-config.yaml') }} - - name: Install pre-commit - run: pip3 install pre-commit + - name: Install Dependencies + run: source ./setup_dev_env.sh - name: Run pre-commit checks - run: pre-commit run --all-files --show-diff-on-failure --color always + run: | + source .venv/bin/activate + pre-commit run --all-files --show-diff-on-failure --color always - name: Run Trivy vulnerability scanner uses: aquasecurity/trivy-action@master @@ -57,17 +66,14 @@ jobs: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} comment_tag: trivy - - name: Create venv - run: . ./setup_dev_env.sh - - name: Check licenses run: | - source venv/bin/activate + source .venv/bin/activate ./check_licenses.sh - name: Generate pip freeze run: | - source venv/bin/activate + source .venv/bin/activate pip freeze > requirements-freeze.txt - name: Publish Artefacts @@ -93,7 +99,7 @@ jobs: - name: Validate package build run: | - source venv/bin/activate + source .venv/bin/activate python -m pip install -U build for dir in packages/*/; do python -m build "$dir"; done @@ -121,6 +127,12 @@ jobs: - python-version: "3.10" steps: - uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v2 + with: + version: "0.4.10" + - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v4 with: @@ -135,12 +147,12 @@ jobs: ${{ runner.os }}-pip- - name: Install Dependencies - run: . ./setup_dev_env.sh + run: source ./setup_dev_env.sh - name: Run Tests With Coverage run: | # run with coverage to not execute tests twice - source venv/bin/activate + source .venv/bin/activate coverage run -m pytest -v -p no:warnings --junitxml=report.xml coverage report coverage xml From 421759e7cd65696a0fd6defca9346e66058db050 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 11:19:12 +0200 Subject: [PATCH 06/10] fix package build --- .github/workflows/ci.yml | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5eeeacb09..9c0657ed6 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -100,8 +100,9 @@ jobs: - name: Validate package build run: | source .venv/bin/activate - python -m pip install -U build - for dir in packages/*/; do python -m build "$dir"; done + uv build packages/ragbits-core --out-dir dist + uv build packages/ragbits-dev-kit --out-dir dist + uv build packages/ragbits-document-search --out-dir dist - name: Publish Package uses: actions/upload-artifact@v3 @@ -141,8 +142,8 @@ jobs: - name: Cache Dependencies uses: actions/cache@v3 with: - path: ~/.cache/pip - key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements-dev.txt') }}-${{ hashFiles('**/setup.cfg') }}-${{ hashFiles('**/pyproject.toml') }} + path: ~/.cache/uv + key: ${{ runner.os }}-pip-${{ ${{ hashFiles('**/pyproject.toml') }} restore-keys: | ${{ runner.os }}-pip- From 58bb5b4dbb0081b76c54265a93420e303584a856 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 11:21:56 +0200 Subject: [PATCH 07/10] fix typo --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 9c0657ed6..153a92ec0 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -143,7 +143,7 @@ jobs: uses: actions/cache@v3 with: path: ~/.cache/uv - key: ${{ runner.os }}-pip-${{ ${{ hashFiles('**/pyproject.toml') }} + key: ${{ runner.os }}-pip-${{ ${{ hashFiles('**/pyproject.toml') }} }} restore-keys: | ${{ runner.os }}-pip- From cddd7c90ef7a7b44d733da32a430f51f0aeb2417 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 11:23:21 +0200 Subject: [PATCH 08/10] fix typo --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 153a92ec0..bddeab193 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -143,7 +143,7 @@ jobs: uses: actions/cache@v3 with: path: ~/.cache/uv - key: ${{ runner.os }}-pip-${{ ${{ hashFiles('**/pyproject.toml') }} }} + key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }} restore-keys: | ${{ runner.os }}-pip- From 27aef5f98dcdc6ead48e760e6fefebf138d43428 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 12:08:15 +0200 Subject: [PATCH 09/10] fixes --- .github/workflows/ci.yml | 4 +--- check_licenses.sh | 2 +- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index bddeab193..ae805a5e8 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -100,9 +100,7 @@ jobs: - name: Validate package build run: | source .venv/bin/activate - uv build packages/ragbits-core --out-dir dist - uv build packages/ragbits-dev-kit --out-dir dist - uv build packages/ragbits-document-search --out-dir dist + for dir in packages/*/; do uv build "$dir" --out-dir dist; done - name: Publish Package uses: actions/upload-artifact@v3 diff --git a/check_licenses.sh b/check_licenses.sh index 68945bf9d..0a88bacd5 100755 --- a/check_licenses.sh +++ b/check_licenses.sh @@ -3,7 +3,7 @@ set -e source .venv/bin/activate -pip-licenses --from=mixed --ignore-packages `cat .libraries-whitelist.txt`> licenses.txt +uv run pip-licenses --from=mixed --ignore-packages `cat .libraries-whitelist.txt`> licenses.txt cat licenses.txt FOUND=$(tail -n +2 licenses.txt | grep -v -f .license-whitelist.txt | wc -l) From 81e79749e4b1951821d7230771325d9b342146c2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Pstr=C4=85g?= Date: Tue, 17 Sep 2024 12:24:16 +0200 Subject: [PATCH 10/10] update docs + cleanups --- README.md | 12 +++++------- docker/precommit/Dockerfile | 24 ------------------------ 2 files changed, 5 insertions(+), 31 deletions(-) delete mode 100644 docker/precommit/Dockerfile diff --git a/README.md b/README.md index 68d845ef5..2a2d8255e 100644 --- a/README.md +++ b/README.md @@ -2,21 +2,19 @@ Repository for internal experiment with our upcoming LLM framework. +# Installation -# Setup developer environment +## Build from source -To start, you need to setup your local machine. +To build and run Ragbits from the source code: -## Setup venv - -You need to setup virtual environment, simplest way is to run from project root directory: +1. Requirements: [**uv**](https://docs.astral.sh/uv/getting-started/installation/) & [**python**](https://docs.astral.sh/uv/guides/install-python/) 3.10 or higher +2. Install dependencies and run venv in editable mode: ```bash $ source ./setup_dev_env.sh ``` -This will create a new venv and install all packages from this repository in editable mode. - ## Install pre-commit To ensure code quality we use pre-commit hook with several checks. Setup it by: diff --git a/docker/precommit/Dockerfile b/docker/precommit/Dockerfile deleted file mode 100644 index 24f11ecb2..000000000 --- a/docker/precommit/Dockerfile +++ /dev/null @@ -1,24 +0,0 @@ -# Creates a dockerfile with pre-commit preconfigured. -# Can be used to reduce time for linting stage. - -FROM python:3.10-slim-buster - -ENV PRE_COMMIT_VERSION 3.0.4 - -RUN apt-get update \ - && apt-get install -y --no-install-recommends git \ - && apt-get purge -y --auto-remove \ - && rm -rf /var/lib/apt/lists/* - -RUN mkdir /tmp/pre-commit && mkdir /project && cd /tmp/pre-commit \ - && git init . \ - && python3 -m pip install --no-cache-dir --upgrade pip - -RUN cd /tmp/pre-commit \ - && python3 -m pip install --no-cache-dir pre-commit==${PRE_COMMIT_VERSION} - -ARG src=".pre-commit-config.yaml" -COPY ${src} /tmp/pre-commit/.pre-commit-config.yaml -RUN cd /tmp/pre-commit \ - && pre-commit install \ - && pre-commit run