From 104d57e4a31cb0cf89e2b1c29e2301d77b6c195e Mon Sep 17 00:00:00 2001 From: Li Yin Date: Sun, 19 May 2024 17:40:54 -0700 Subject: [PATCH] ensure right ignore for the docs --- .gitignore | 5 +- components/agent/react_agent.py | 4 +- components/retriever/faiss_retriever.py | 2 +- core/api_client.py | 48 +-------------- core/component.py | 6 +- core/data_components.py | 2 +- core/default_prompt_template.py | 8 +-- core/generator.py | 2 +- core/prompt_builder.py | 72 ++++++++++++++++------ docs/source/conf.py | 27 +++++--- docs/source/developer_notes/component.rst | 4 +- docs/source/developer_notes/prompt.rst | 34 +++++++++- docs/source/index.rst | 19 +++++- images/LightRAG_dataflow.png | Bin 0 -> 127326 bytes pyproject.toml | 4 +- 15 files changed, 139 insertions(+), 98 deletions(-) create mode 100644 images/LightRAG_dataflow.png diff --git a/.gitignore b/.gitignore index ce262597..61aadae6 100644 --- a/.gitignore +++ b/.gitignore @@ -21,14 +21,11 @@ docs/source/ llama3/ docs/build/ docs/_build/ -docs/source/_static docs/source/_templates -docs/source/apis/tests*.rst tests/log_test/*.log -docs/source/documents/tests*.rst docs/source/documents/ +docts/source/apis/* lib/ -docs/source/apis/tests*.rst li_test/ .mypy_cache/ .pytest_cache/ diff --git a/components/agent/react_agent.py b/components/agent/react_agent.py index 0da814d2..2dbdfbec 100644 --- a/components/agent/react_agent.py +++ b/components/agent/react_agent.py @@ -301,9 +301,9 @@ def call( self.reset() return answer - def extra_repr(self) -> str: + def _extra_repr(self) -> str: s = f"tools={self.tools}, max_steps={self.max_steps}, " - s += super().extra_repr() + s += super()._extra_repr() return s diff --git a/components/retriever/faiss_retriever.py b/components/retriever/faiss_retriever.py index b6f20710..dadb8f6b 100644 --- a/components/retriever/faiss_retriever.py +++ b/components/retriever/faiss_retriever.py @@ -144,6 +144,6 @@ def __call__( response = self.retrieve(query_or_queries=query_or_queries, top_k=top_k) return response - def extra_repr(self) -> str: + def _extra_repr(self) -> str: s = f"top_k={self.top_k}, dimensions={self.dimensions}, " return s diff --git a/core/api_client.py b/core/api_client.py index 3e0229f5..fbdd0876 100644 --- a/core/api_client.py +++ b/core/api_client.py @@ -20,15 +20,7 @@ class APIClient(Component): def __init__(self, *args, **kwargs) -> None: super().__init__() - # take the *args and **kwargs to be compatible with the Component class - # comvert args to attributes - for i, arg in enumerate(args): - super().__setattr__(f"arg_{i}", arg) - # convert kwargs to attributes - for key, value in kwargs.items(): - super().__setattr__(key, value) - - # TODO: recheck to see if we need to initialize the client here + self.sync_client = self._init_sync_client() self.async_client = None @@ -72,7 +64,7 @@ def convert_input_to_api_kwargs( raise NotImplementedError( f"{type(self).__name__} must implement _combine_input_and_model_kwargs method" ) - + def parse_chat_completion(self, completion: Any) -> str: r""" Parse the chat completion to a structure your sytem standarizes. (here is str) @@ -81,7 +73,6 @@ def parse_chat_completion(self, completion: Any) -> str: f"{type(self).__name__} must implement parse_chat_completion method" ) - @staticmethod def _process_text(text: str) -> str: """ @@ -90,15 +81,6 @@ def _process_text(text: str) -> str: text = text.replace("\n", " ") return text - # def format_input(self, *, input: Any) -> Any: - # """ - # This is specific to APIClient. - # # convert your component input to the API-specific format - # """ - # raise NotImplementedError( - # f"{type(self).__name__} must implement format_input method" - # ) - def _track_usage(self, **kwargs): pass @@ -112,29 +94,3 @@ def _track_usage(self, **kwargs): def __call__(self, *args, **kwargs): return super().__call__(*args, **kwargs) - - # def call( - # self, - # input: Any, - # model_kwargs: dict = {}, - # model_type: ModelType = ModelType.UNDEFINED, - # ) -> Any: - # # adapt the format and the key for input and model_kwargs - # combined_model_kwargs = self._combine_input_and_model_kwargs( - # input, model_kwargs, model_type=model_type - # ) - # return self._call(api_kwargs=combined_model_kwargs, model_type=model_type) - - # async def acall( - # self, - # *, - # input: Any, - # model_kwargs: dict = {}, - # model_type: ModelType = ModelType.UNDEFINED, - # ) -> Any: - # combined_model_kwargs = self._combine_input_and_model_kwargs( - # input, model_kwargs, model_type=model_type - # ) - # return await self._acall( - # api_kwargs=combined_model_kwargs, model_type=model_type - # ) diff --git a/core/component.py b/core/component.py index d840203b..c2b278ad 100644 --- a/core/component.py +++ b/core/component.py @@ -52,7 +52,7 @@ def _call_unimplemented(self, *input: Any) -> None: class Component: r""" - Component defines all functional base classes such as Embedder, Retriever, Generator. + Component is the base class for all LightRAG components, such as Prompt, APIClient, Embedder, Retriever, Generator, etc. We purposly avoid using the name "Module" to avoid confusion with PyTorch's nn.Module. As we consider 'Component' to be an extension to 'Moduble' as if you use a local llm model @@ -118,7 +118,7 @@ def __delattr__(self, name: str) -> None: else: super().__delattr__(name) - def extra_repr(self) -> str: + def _extra_repr(self) -> str: """ Normally implemented by subcomponents to print additional positional or keyword arguments. # NOTE: Dont add components as it will have its own __repr__ @@ -132,7 +132,7 @@ def _get_name(self): def __repr__(self): # We treat the extra repr like the sub-module, one item per line extra_lines = [] - extra_repr = self.extra_repr() + extra_repr = self._extra_repr() # empty string will be split into list [''] if extra_repr: extra_lines = extra_repr.split("\n") diff --git a/core/data_components.py b/core/data_components.py index 668bcc06..2569ffa2 100644 --- a/core/data_components.py +++ b/core/data_components.py @@ -129,6 +129,6 @@ def __call__( retriever_output=input, deduplicate=self.deduplicate ) - def extra_repr(self) -> str: + def _extra_repr(self) -> str: s = f"deduplicate={self.deduplicate}" return s diff --git a/core/default_prompt_template.py b/core/default_prompt_template.py index c16f18d3..c616437c 100644 --- a/core/default_prompt_template.py +++ b/core/default_prompt_template.py @@ -1,7 +1,3 @@ -""" -See the Promp in developer notes for why we design the system prompt this way. -""" - DEFAULT_LIGHTRAG_SYSTEM_PROMPT = r"""{# task desc #} {% if task_desc_str %} {{task_desc_str}} @@ -37,3 +33,7 @@ {% endif %} """ +"""This is the default system prompt template used in the LightRAG. + +Use :ref:`Prompt` class to manage it. +""" diff --git a/core/generator.py b/core/generator.py index 3dcb272e..b4b21140 100644 --- a/core/generator.py +++ b/core/generator.py @@ -84,7 +84,7 @@ def update_default_model_kwargs(self, **model_kwargs) -> Dict: def print_prompt(self, **kwargs) -> str: self.system_prompt.print_prompt(**kwargs) - def extra_repr(self) -> str: + def _extra_repr(self) -> str: s = f"model_kwargs={self.model_kwargs}, model_type={self.model_type}" return s diff --git a/core/prompt_builder.py b/core/prompt_builder.py index 386a70bb..99317e56 100644 --- a/core/prompt_builder.py +++ b/core/prompt_builder.py @@ -8,11 +8,14 @@ from core.component import Component from core.default_prompt_template import DEFAULT_LIGHTRAG_SYSTEM_PROMPT +import logging + +logger = logging.getLogger(__name__) -# cache the environment for faster template rendering @lru_cache(None) def get_jinja2_environment(): + r"""Helper function for Prompt component to get the Jinja2 environment with the default settings.""" try: default_environment = Environment( undefined=jinja2.StrictUndefined, @@ -27,11 +30,35 @@ def get_jinja2_environment(): class Prompt(Component): - """ - A component that renders a text string from a template using Jinja2 templates. - As inherited from component, it is highly flexible, it can have - other subcomponents which might do things like query expansion, document retrieval if you prefer - to have it here. + __doc__ = r"""A component that renders a text string from a template using Jinja2 templates. + + In default, we use the :ref:`DEFAULT_LIGHTRAG_SYSTEM_PROMPT` as the template. + + Args: + template (str, optional): The Jinja2 template string. Defaults to DEFAULT_LIGHTRAG_SYSTEM_PROMPT. + preset_prompt_kwargs (Optional[Dict], optional): The preset prompt kwargs to fill in the variables in the prompt. Defaults to {}. + + Examples: + >>> from core.prompt_builder import Prompt + >>> prompt = Prompt(preset_prompt_kwargs={"task_desc_str": "You are a helpful assistant."}) + >>> print(prompt) + >>> prompt.print_prompt_template() + >>> prompt.print_prompt(context_str="This is a context string.") + >>> prompt.call(context_str="This is a context string.") + + When examples_str itself is another template with variables, You can use another Prompt to render it. + + >>> EXAMPLES_TEMPLATE = r''' + >>> {% if examples %} + >>> {% for example in examples %} + >>> {{loop.index}}. {{example}} + >>> {% endfor %} + >>> {% endif %} + >>> ''' + >>> examples_prompt = Prompt(template=EXAMPLES_TEMPLATE) + >>> examples_str = examples_prompt.call(examples=["Example 1", "Example 2"]) + >>> # pass it to the main prompt + >>> prompt.print_prompt(examples_str=examples_str) """ def __init__( @@ -40,6 +67,7 @@ def __init__( template: str = DEFAULT_LIGHTRAG_SYSTEM_PROMPT, preset_prompt_kwargs: Optional[Dict] = {}, ): + super().__init__() self._template_string = template self.template: Template = None @@ -55,9 +83,15 @@ def __init__( self.preset_prompt_kwargs = preset_prompt_kwargs def update_preset_prompt_kwargs(self, **kwargs): + r"""Update the preset prompt kwargs after Prompt is initialized.""" self.preset_prompt_kwargs.update(kwargs) + def get_prompt_kwargs(self) -> Dict: + r"""Get the prompt kwargs.""" + return self.prompt_kwargs + def is_key_in_template(self, key: str) -> bool: + r"""Check if the key exists in the template.""" return key in self.prompt_kwargs def _find_template_variables(self, template_str: str): @@ -66,19 +100,26 @@ def _find_template_variables(self, template_str: str): return jinja2.meta.find_undeclared_variables(parsed_content) def compose_prompt_kwargs(self, **kwargs) -> Dict: + r"""Compose the final prompt kwargs by combining the preset_prompt_kwargs and the provided kwargs.""" composed_kwargs = self.prompt_kwargs.copy() if self.preset_prompt_kwargs: composed_kwargs.update(self.preset_prompt_kwargs) - # runtime kwargs will overwrite the preset kwargs if kwargs: + for key, _ in kwargs.items(): + if key not in composed_kwargs: + logger.warning(f"Key {key} does not exist in the prompt_kwargs.") composed_kwargs.update(kwargs) return composed_kwargs + def print_prompt_template(self): + r"""Print the template string.""" + print("Template:") + print(f"-------") + print(f"{self._template_string}") + print(f"-------") + def print_prompt(self, **kwargs): - r"""To better visualize the prompt: as close as the final prompt string. - For task-specific variables, such as task_desc_str, tools_str, we replace the them with the actual values from the preset_prompt_kwargs. - For per-query variables such as query_str, chat_history_str, we leave it as it is in the template using the custom filter none_filter. - """ + r"""Print the rendered prompt string using the preset_prompt_kwargs and the provided kwargs.""" try: pass_kwargs = self.compose_prompt_kwargs(**kwargs) @@ -88,16 +129,9 @@ def print_prompt(self, **kwargs): except Exception as e: raise ValueError(f"Error rendering Jinja2 template: {e}") - def print_prompt_template(self): - print("Template:") - print(f"-------") - print(f"{self._template_string}") - print(f"-------") - def call(self, **kwargs) -> str: """ Renders the prompt template with the provided variables. - TODO: if there are submodules, """ try: pass_kwargs = self.compose_prompt_kwargs(**kwargs) @@ -108,7 +142,7 @@ def call(self, **kwargs) -> str: except Exception as e: raise ValueError(f"Error rendering Jinja2 template: {e}") - def extra_repr(self) -> str: + def _extra_repr(self) -> str: s = f"template: {self._template_string}" if self.preset_prompt_kwargs: s += f", preset_prompt_kwargs: {self.preset_prompt_kwargs}" diff --git a/docs/source/conf.py b/docs/source/conf.py index acbcd177..7cbd89aa 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -56,7 +56,7 @@ # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. -exclude_patterns = [] +exclude_patterns = ["tests", "test_*"] # exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store', '**.module.rst', '**/tests/*', '**/test_*.py', '*test.rst'] @@ -91,16 +91,27 @@ def setup(app): # relevant when documenting Python modules and their contents, such as classes, functions, and methods. add_module_names = False - +autodoc_docstring_signature = True + +# autodoc_default_options = { +# "autosummary-no-titles": True, +# "autosummary-force-inline": True, +# "autosummary-nosignatures": True, +# "members": True, +# "private-members": False, # (those starting with _). +# "special-members": False, # (those starting and ending with __). +# "member-order": "bysource", +# "show-inheritance": True, +# # "undoc-members": True, +# "autosectionlabel_prefix_document": True, +# } autodoc_default_options = { - "autosummary-no-titles": True, - "autosummary-force-inline": True, - "autosummary-nosignatures": True, "members": True, - "private-members": False, # (those starting with _). - "special-members": False, # (those starting and ending with __). + "undoc-members": True, "member-order": "bysource", "show-inheritance": True, - "undoc-members": True, + "private-members": False, # Ensure this is True if you want to document private members + "special-members": False, # (those starting and ending with __). + # "special-members": "__init__", # Document special members like __init__ "autosectionlabel_prefix_document": True, } diff --git a/docs/source/developer_notes/component.rst b/docs/source/developer_notes/component.rst index 6c425345..61870ab7 100644 --- a/docs/source/developer_notes/component.rst +++ b/docs/source/developer_notes/component.rst @@ -1,6 +1,6 @@ -abstract class Component +Component ============ -Component is the base classes for all components. It is similar to PyTorch's `nn.Module` class. +:ref:`Component` is the base class for all LightRAG components. It is similar to PyTorch's `nn.Module` class. We name it differently to avoid confusion and also for better compatibility with `PyTorch`. You write the code similar to how you write a PyTorch model. diff --git a/docs/source/developer_notes/prompt.rst b/docs/source/developer_notes/prompt.rst index 754be46f..e420ebaa 100644 --- a/docs/source/developer_notes/prompt.rst +++ b/docs/source/developer_notes/prompt.rst @@ -1,4 +1,4 @@ -Prompt [link to api class] +Prompt ============ LightRAG library in default maximizes developers' control towards the final experience and performance, simplify the development process, and minimize the token consumption. @@ -6,6 +6,9 @@ For the major chat models, we eventually will only send two messages to the mode often you have a message `{'role': 'user', 'content': 'Hello, how are you?'}`. The system message is more complex, it contains the task description, tools, examples, chat history, context, and intermediate step history from agents. +Prompt template +--------------------- + Our `DEFAULT_LIGHTRAG_SYSTEM_PROMPT` templates the system prompt with 6 important sections. We leverage `jinjia2` template with 6 variables: `task_desc_str`, `tools_str`, `examples_str`, `chat_history_str`, `context_str`, and `steps_str`. .. code-block:: python @@ -64,9 +67,36 @@ But it should not stop you from implementing them yourself.** Prompt class --------------------- -We designed a `Prompt` class to render the `template` with the variables to string as the final system prompt. In the simplest case, the string is empty and we will only send +We designed a :ref:`Prompt` class to render the `template` with the variables to string as the final system prompt. In the simplest case, the string is empty and we will only send a user message to the model. And in most cases, you want to add at least the `task_desc_str` to the system message. +The cool thing about our `Prompt` system is how flexible it can be. If you need to put another `template` for say `task_desc_str`, you can do that using the `Prompt` class. +For example, your task is to instruct the llm to choose `top_k` from the given choices, you can define a new template like this: + +.. code-block:: python + :linenos: + + from core.prompt_builder import Prompt + + task_desc_template = r""" + Choose the top {{top_k}} from the following choices: {{choices}} + """ + top_k = 3 + choices = ['apple', 'banana', 'orange', 'grape'] + task_desc_prompt = Prompt(template=task_desc_template, preset_prompt_kwargs={'top_k': top_k, 'choices': choices}) + task_desc_str = task_desc_prompt.call() + prompt = Prompt(preset_prompt_kwargs={'task_desc_str': task_desc_str}) + prompt.print_prompt() + +The output would be: + +.. code-block:: xml + :linenos: + + Choose the top 3 from the following choices: ['apple', 'banana', 'orange', 'grape'] + + + Prompt and Special Tokens context --------------------- diff --git a/docs/source/index.rst b/docs/source/index.rst index 634e658e..0ff6c09e 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -6,15 +6,28 @@ LightRAG documentation ======================= -.. image:: ../../images/lightrag_structure.png - :width: 60% +.. .. image:: ../../images/lightrag_structure.png +.. :width: 60% -LightRAG: 1000 lines of code are all you need. No lock-in to vendors and frameworks, only the best practices of productionable RAG and Agent. +LightRAG is the "PyTorch" library for building large langage model(LLM) applications. It is light, modular and robust like "PyTorch", with essential components for `Retriever`-`Agent`-`Generator` (RAG). + +.. LightRAG: 1000 lines of code are all you need. No lock-in to vendors and frameworks, only the best practices of productionable RAG and Agent. What is LightRAG? ================= LightRAG comes from the best of the AI research and engineering. Fundamentally, we ask ourselves: what kind of system that combines the best of research(such as LLM), engineering (such as 'jinja') to build the best applications? We are not a framework. We do not want you to directly install the package. We want you to carefully decide to take modules and structures from here to build your own library and applications. This is a cookbook organized uniquely for easy understanding: you can read the 1000 lines of code to see a typical RAG end-to-end without jumping between files and going through multi-level class inheritance. If we build our system expanding from light_rag.py, we as a community will share the same RAG languages, and share other building blocks and use cases easily without depending on a complex framework. +.. toctree:: + :glob: + :maxdepth: 1 + :caption: Community + + community/lightrag_design_philosophy + community/contribution_guide + community/community + + + .. toctree:: :glob: :maxdepth: 1 diff --git a/images/LightRAG_dataflow.png b/images/LightRAG_dataflow.png new file mode 100644 index 0000000000000000000000000000000000000000..b385553c9d3d4a0406a55f0817ba58c7c547cab4 GIT binary patch literal 127326 zcma%j1yogEx9_IAL^=f(kOt{El!5{xjntu$?w0Nr0Wm-%B_yTm99lt2X%G$|f^We zsJkj!KebcwcemE|f23pS?_eom#Q~Egl=hVb4LDhQnzQ;kIXZht`pR(pZC4WfMqlRV z01vra*+^4I~QkGberZDE?%B892|tK|7u#^)6?C~;@_=1d+?e6 zz2b#_g%1px-`vWBUyx4#-7QvD>3^P=l(+IgpZ@a^ZELr`C;yx|+Wq~KtGT;}wT_>w zwG4-rwTFwByQTHt7SJ#Ks}V(aYjaO)D_J1{p}V{SBD_KZ()|C|E%Z13^TIt}&j(hr zf>z?fL{P*Vnd|t=J%kn9DD6&HTZudXe{yr)yv)SuL@XM@>@GvJ6St>qJ<>*FCkf3N_yIPI$HlnMDmWF z|5HRj_aq(7oo!_}e0jlKntM5Va>%OL**^8ul2>MBoz zcKw3Ge*OBamIt?Rtx)Zpf35LcO;B;VdEKk@0$!T}JA3FPgoM&y> z^DN4^Js49Govy*<4t!A_?<9tN?h|h9ORq=>$&+J~Q~W(r##2;HpnrZ-h>%7FvHf%K zb`NVP{XOyvXisBf{vI{g6=DB+?d7-hCWy`c-Qwcn^A|62&rNe4Bge+5nwogmgSl4* zvlQ*@ep}8QY)pNMEh)~XYdT>t5MW(@t;#qRhj?@hyW zr_<9@-#=seRi3}KUcGtqP}_igs@8$#o$n$+jotVA)&Wp~kXzK^?19G08cS%`fiM6%0kI&AyVH5E*{EMGc*q`?=;}a7{ zG&cvN_kJE4>aDWubv@a$ZfI_{M228gR#p~O_b6N2*szI<(-II6xO#i{#89xmf6SS7 zR$<&2_Q`h00w@Of0J7Yq8G_o{+607!wI#+QiD+E+em?m5>sK!5)6VX0sM_sPH{QSU zBf_N6WKw%AbZ>R6G-LX(sE89IWM><3b*KL1^pp^EjJl<@6$c6{E-rqamX<%u!pzJE zIz$9CDJ&x+!_2{fdv$dcfB)A2Rl*T3|IJUO7purJk7J_D< zZE9i?5*!*Dn)dGQdk|~O$*;HeBA_8ckCj0x^k*zBEpv?Oox_02y|1X?e|CAYa>wc7 z;sQriRn_{(`1p8OYN~cY_JgSaG7^%qJr5!xBFgDn2M*5bggIbjVP$1yU^XHK-inph zaP#p|L-?s28q@~|2N6KfL@!^y3=0hnt#p}}T?i+WCHM67{CizbPw($_x22wk$yFBJ zggNSOMZ?n5(}!yv^xKDrA6M4aQXOvnDE)Q`Gz=5EAtCX^IzUM&!pz$G7A+keLEz~D z1yB_nBO{}Q(PHgBQ6g#{a`XizCZ_h!pH(XB>ZrkKB=~9lwxdJA{Pf^=nA&YhX=&*Q zASptBfB%k3^Ul%Jo4_>WMzsUO;H9OzdbN@rj16_vI!vU^JPQoOX*A|j%aYVpdGJ8f zF8k%n+mkahM4i!O`UF95MV+ppM+xL+TF_ciQ31&rG<%o1&wR)Zx&!?ksEETjXMON) zHw`AV08}lV*%EX@;nAZcR{XHXT3T$+4ySA}A#dAqDfk+@ff-qM6larH<)sZ|L6BCp6(NP^> zfylAt$q5MwBf!)WP*YPY*w_?K3;uL(-038Pan{>fS>Z4BCer|m6&Y}}#Z|9Qb=um} z5`lq*i|^;>2U=8cb}rvJ_^v@@YHDh~U8S1A*U=G4#2t7gFE1aakn{NDSvefR=eaSd z>3g!A!5v6~HlAZ-z=)20$;*N9^K0M}5Kzp{&PH5boRuaFp8;ii^yra-xp~gCTieB< zQTyzyv5JO<{>%~L>OupoD7~p)K!brLD01ZH;-c8t*ocq~JS}qM=jEjW%RA!zd)8V@ zUw?nXd-v|y2POec2kY(e)cE6^;O;mowAMV&&aS9)8GbL{;ZV_9c;3cSi8z`IxU9&XnY+(ONoq`WqU$*ut z*EcseEAnONpPFJ}Vvg3)F)%EB;mGa+R;Q%w4Cur0T4{yr{x9|AO@e;=fx*G@gZV8@ zV82vURXa6c7k`)Q1|>E|K|w)GQc_fSxMFQDdUUyOELS;lB|SVmI`@|QF(AT7OeRUs zBB7e8$w{3ilbpxE+mwC_eDdVU@b~ZGDJdy^hjB#E%aQNjOWm7yT)i%olTBWK{rdHe ziMhSUdeDm4U%##P zDnx9~7b_|%3JL*6M9jGwz_hw18%jR?~kOarUpFis+>v@M8Q{i1*O6j`$z=~D5 zE!|I_*~ADbF6Q#|@^bsLri+b>JKi`1bkA(8L>IUP9fBEP77gm1nKm{z*Pm_lK56#m zEmVJt+h|-q>wR(R#VF%{9jvC{4F@vdTPP_hKbkb_S=%U0mC>_U+u6mI>Q|IFi3tk> zpT+b%BO}`GdtvdPzdq7wrcTr)9*r36Zb?ooB_5PfsmYhjY+hw6L&n-Ix?i zV1Y4%b=s{D4;d`gUjX;kf2Q?_|)} z!+UEsHb4L7avOi!F(&Ntm>sOTWZ>G+@AUH{l+4Un`AnKdIXQgLgEo`|P~%0K+U?Hy z;H$)uJmsZ76L96T!_9^D^>}Xma@LzSvB3&)N(=g+{x&L>lEb1ejmy=?M;SEZ?(Xh- zu&N0lKuPTtcx_>MIr3;en1%g*f*de3WoK#q%ag4EV*Y>DA_Xmb-h-*8z5A3LLIE2L zKuOWjS;^ND-BRGS1blbQe0_aUV5utswBxpeYJWKKq=-{MfE<{;?p~H)Vhs%qV3<&A zW2NHW8wLfND+6!QQZyfUBSI_TeiNXR^t1a3w4qE=-l$~QrCe_k)57oHvA|^U7*s-F zB#y&JYG|*|_WJRByiRNkJ@6$2&a({|3=9kg1_pNxVHc-=6oC)e-K?KiAjj_N>FMa} zBmDL2SK|0e9w8A?`u5oLbd%;OCl^;}c{v|IYf-?o=Tugbi@D520Kc&}eg5VeHpZ7P zUn*;AB9f9GwK}M(sVV8{QDu?&YVhM0VQ5kZ6(h3-!+1WQW8qn~> zgfi&#+m<0xCdtv?wL-5y%Jai2KYh}Eq7jM~6+PaEBQ!b$haK0WZH`=O4oOLRpc1a0 zo@q^K_h|q=)z_c6-)bC&e*7-Yf8g}u!T&e%wpisr+aETzZ(0D|{&N_{T{g$TS!i$+dKePy!B60KO?o70g%1m+{T z_hMpWc|9|+Y#Br%A?W$@=OF;bL_|fEY>0`8^`>gb#sYt6`7Qs! z(}{AEvLtjMlAmY=9Ih6Pyiy{EkkGaHz$2zQ=O1wg2cFA^biy`f%YEr+Nc`xXGyy=f zAY8!p_V%u*B)YEV7wA_ zqBr$jz#%BPg`QhtFt>)BFc?el`7U1D)n!1Yw4YXEt8y|kt&}&e6cEdw{G9I*qUvetg)kn-op_=K>Bze zKYqMfo&eq~aswk5(f;r#s{@$U=kMO3<04>miGaC$*~F7;v#_(!`AX934p{1;Kw-@1 z+X8nE4$_)<*x1T^_WK@e%4asnP^}V+4=d& zfaB-}4#&*dna}Hq(!fIyWue_9;_8wCK1`@l80dEG=sOV#v@S&!(b-X0Hfn7r z6BU$e^AilXPp%qBq2+X~6f~XBBzt*m$z$9=4v-^o5jmsF

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