From e969d2b54e3528218eb58e83a2ac6d4ccafd15aa Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:01:42 +0200 Subject: [PATCH 01/27] fix: update LICENSE_HEADER --- LICENSE_HEADER | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/LICENSE_HEADER b/LICENSE_HEADER index b6d7fb1..bc08648 100644 --- a/LICENSE_HEADER +++ b/LICENSE_HEADER @@ -1,13 +1,13 @@ -Copyright 2023-present, Argilla, Inc. + Copyright 2021-present, the Recognai S.L. team. -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at - http://www.apache.org/licenses/LICENSE-2.0 + http://www.apache.org/licenses/LICENSE-2.0 -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. \ No newline at end of file + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. From 1b2aa4ad90a83bcaa6b0a7276f57fbedf0e5ebf6 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:03:09 +0200 Subject: [PATCH 02/27] feat: update with instrumentation --- .../llama_index_handler.py | 762 ++++++++---------- 1 file changed, 320 insertions(+), 442 deletions(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index c60fa8a..0cd969a 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -1,25 +1,53 @@ +# Copyright 2021-present, the Recognai S.L. team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import inspect import logging import os -from collections import defaultdict +import uuid +from contextvars import ContextVar from datetime import datetime -from typing import Any, Dict, List, Optional - -import argilla as rg -from argilla.markdown import chat_to_html -from llama_index.core.callbacks.base_handler import BaseCallbackHandler -from llama_index.core.callbacks.schema import ( - CBEvent, - CBEventType, - EventPayload, +from itertools import islice +from typing import Any, Dict, List, Optional, Tuple, Union, cast + +from argilla import ( + Argilla, + Dataset, + FloatMetadataProperty, + IntegerMetadataProperty, + RatingQuestion, + Record, + Settings, + TermsMetadataProperty, + TextField, + TextQuestion, ) -from packaging.version import parse +from argilla.markdown import chat_to_html +from llama_index.core.base.base_query_engine import BaseQueryEngine +from llama_index.core.instrumentation.span.simple import SimpleSpan +from llama_index.core.instrumentation.span_handlers import BaseSpanHandler + +from argilla_llama_index.helpers import _create_svg, _create_tree_structure -from argilla_llama_index.helpers import _calc_time, _create_svg, _get_time_diff +context_root: ContextVar[Union[Tuple[str, str], Tuple[None, None]]] = ContextVar( + "context_root", default=(None, None) +) -class ArgillaCallbackHandler(BaseCallbackHandler): +class ArgillaSpanHandler(BaseSpanHandler[SimpleSpan], extra="allow"): """ - Callback handler that logs predictions to Argilla. + Span handler that logs predictions to Argilla. This handler automatically logs the predictions made with LlamaIndex to Argilla, without the need to create a dataset and log the predictions manually. Events relevant @@ -32,71 +60,49 @@ class ArgillaCallbackHandler(BaseCallbackHandler): api_key (str): Argilla API key. number_of_retrievals (int): The number of retrievals to log. By default, it is set to 0. workspace_name (str): The name of the Argilla workspace. By default, it will use the first available workspace. - event_starts_to_ignore (List[CBEventType]): List of event types to ignore at the start of the trace. - event_ends_to_ignore (List[CBEventType]): List of event types to ignore at the end of the trace. - handlers (List[BaseCallbackHandler]): List of extra handlers to include. - Methods: - start_trace(trace_id: Optional[str] = None) -> None: - Logic to be executed at the beginning of the tracing process. + Usage: + ```python + from llama_index.core import Settings, VectorStoreIndex, SimpleDirectoryReader + import llama_index.core.instrumentation as instrument + from llama_index.core.query_engine import RetrieverQueryEngine + from llama_index.core.retrievers import VectorIndexRetriever + from llama_index.llms.openai import OpenAI + + from argilla_llama_index import ArgillaSpanHandler + + span_handler = ArgillaSpanHandler( + dataset_name="query_model", + api_url="http://localhost:6900", + api_key="argilla.apikey", + number_of_retrievals=2, + ) - end_trace(trace_id: Optional[str] = None, trace_map: Optional[Dict[str, List[str]]] = None) -> None: - Logic to be executed at the end of the tracing process. + dispatcher = instrument.get_dispatcher().add_span_handler(span_handler) - on_event_start(event_type: CBEventType, payload: Optional[Dict[str, Any]] = None, event_id: Optional[str] = None, parent_id: str = None) -> str: - Store event start data by event type. Executed at the start of an event. + Settings.llm = OpenAI(model="gpt-3.5-turbo", temperature=0.8, openai_api_key=os.getenv("OPENAI_API_KEY")) - on_event_end(event_type: CBEventType, payload: Optional[Dict[str, Any]] = None, event_id: str = None) -> None: - Store event end data by event type. Executed at the end of an event. + documents = SimpleDirectoryReader("../../data").load_data() + index = VectorStoreIndex.from_documents(documents) + query_engine = index.as_query_engine(similarity_top_k=2) - Usage: - ```python - from llama_index.core import Settings, VectorStoreIndex, SimpleDirectoryReader, set_global_handler - from llama_index.core.query_engine import RetrieverQueryEngine - from llama_index.core.retrievers import VectorIndexRetriever - from llama_index.llms.openai import OpenAI - - set_global_handler("argilla", - api_url="http://localhost:6900", - api_key="argilla.apikey", - dataset_name="query_model", - number_of_retrievals=2 - ) - - Settings.llm = OpenAI(model="gpt-3.5-turbo", temperature=0.8, openai_api_key=os.getenv("OPENAI_API_KEY")) - - documents = SimpleDirectoryReader("../../data").load_data() - index = VectorStoreIndex.from_documents(documents) - query_engine = index.as_query_engine() - - response = query_engine.query("What did the author do growing up?") - ``` + response = query_engine.query("What did the author do growing up?") + ``` """ - def __init__( # noqa: C901 + def __init__( self, dataset_name: str, - api_url: Optional[str] = None, - api_key: Optional[str] = None, - number_of_retrievals: int = 0, + api_url: str, + api_key: str, workspace_name: Optional[str] = None, - event_starts_to_ignore: Optional[List[CBEventType]] = None, - event_ends_to_ignore: Optional[List[CBEventType]] = None, - handlers: Optional[List[BaseCallbackHandler]] = None, - ) -> None: - self.event_starts_to_ignore = event_starts_to_ignore or [] - self.event_ends_to_ignore = event_ends_to_ignore or [] - self.handlers = handlers or [] - self.number_of_retrievals = number_of_retrievals - - self.ARGILLA_VERSION = rg.__version__ + number_of_retrievals: int = 0, + ): + super().__init__() - if parse(self.ARGILLA_VERSION) < parse("2.0.0"): - raise ImportError( - f"The installed `argilla` version is {self.ARGILLA_VERSION} but " - "`ArgillaCallbackHandler` requires at least version 2.0.0. Please " - "upgrade `argilla` with `pip install --upgrade argilla`." - ) + self.dataset_name = dataset_name + self.workspace_name = workspace_name + self.number_of_retrievals = number_of_retrievals if (api_url is None and os.getenv("ARGILLA_API_URL") is None) or ( api_key is None and os.getenv("ARGILLA_API_KEY") is None @@ -105,72 +111,71 @@ def __init__( # noqa: C901 "Both `api_url` and `api_key` must be set. The current values are: " f"`api_url`={api_url} and `api_key`={api_key}." ) + self.client = Argilla(api_key=api_key, api_url=api_url) - client = rg.Argilla(api_key=api_key, api_url=api_url) + self.trace_buffer: List[SimpleSpan] = [] + self.fields_info: Dict[str, Any] = {} - self.dataset_name = dataset_name - self.workspace_name = workspace_name - self.settings = rg.Settings( + self._initialize_dataset() + + def _initialize_dataset(self): + """Create the dataset in Argilla if it does not exist, or update it if it does.""" + + self.settings = Settings( fields=[ - rg.TextField( - name="chat", title="Chat", use_markdown=True, required=True - ), - rg.TextField( - name="time-details", title="Time Details", use_markdown=True - ), + TextField(name="chat", title="Chat", use_markdown=True, required=True), + # ChatField(name="chat", title="Chat", use_markdown=True, required=True), # TODO: Use ChatField when available. ] - + self._add_context_fields(number_of_retrievals), + + self._add_context_fields(self.number_of_retrievals) + + [ + TextField(name="time-details", title="Time Details", use_markdown=True), + ], questions=[ - rg.RatingQuestion( + RatingQuestion( name="response-rating", title="Rating for the response", description="How would you rate the quality of the response?", values=[1, 2, 3, 4, 5, 6, 7], required=True, ), - rg.TextQuestion( + TextQuestion( name="response-feedback", title="Feedback for the response", description="What feedback do you have for the response?", required=False, ), ] - + self._add_context_questions(number_of_retrievals), + + self._add_context_questions(self.number_of_retrievals), guidelines="You're asked to rate the quality of the response and provide feedback.", allow_extra_metadata=True, ) # Either create a new dataset or use an existing one, updating it if necessary try: - dataset_names = [ds.name for ds in client.datasets] - + dataset_names = [ds.name for ds in self.client.datasets] if self.dataset_name not in dataset_names: - dataset = rg.Dataset( + dataset = Dataset( name=self.dataset_name, workspace=self.workspace_name, settings=self.settings, ) self.dataset = dataset.create() - self.is_new_dataset_created = True logging.info( f"A new dataset with the name '{self.dataset_name}' has been created.", ) - else: # Update the existing dataset. If the fields and questions do not match, # a new dataset will be created with the -updated flag in the name. - self.dataset = client.datasets( + self.dataset = self.client.datasets( name=self.dataset_name, workspace=self.workspace_name, ) - self.is_new_dataset_created = False - - if number_of_retrievals > 0: + if self.number_of_retrievals > 0: required_context_fields = self._add_context_fields( - number_of_retrievals + self.number_of_retrievals ) required_context_questions = self._add_context_questions( - number_of_retrievals + self.number_of_retrievals ) existing_fields = list(self.dataset.fields) existing_questions = list(self.dataset.questions) @@ -185,13 +190,15 @@ def __init__( # noqa: C901 for element in required_context_questions ) ): - self.dataset = rg.Dataset( + self.dataset = Dataset( name=f"{self.dataset_name}-updated", workspace=self.workspace_name, settings=self.settings, ) self.dataset = self.dataset.create() - + logging.info( + f"A new dataset with the name '{self.dataset_name}-updated' has been created.", + ) except Exception as e: raise FileNotFoundError( f"`Dataset` creation or update failed with exception `{e}`." @@ -200,9 +207,9 @@ def __init__( # noqa: C901 ) from e supported_context_fields = [ - f"retrieved_document_{i+1}" for i in range(number_of_retrievals) + f"retrieved_document_{i+1}" for i in range(self.number_of_retrievals) ] - supported_fields = ["chat", "time-details"] + supported_context_fields + supported_fields = ["chat"] + supported_context_fields + ["time-details"] if supported_fields != [field.name for field in self.dataset.fields]: raise ValueError( f"`Dataset` with name={self.dataset_name} had fields that are not supported" @@ -210,18 +217,12 @@ def __init__( # noqa: C901 f" Current fields are {[field.name for field in self.dataset.fields]}." ) - self.events_data: Dict[str, List[CBEvent]] = defaultdict(list) - self.event_map_id_to_name = {} - self._ignore_components_in_tree = ["templating"] - self.components_to_log = set() - self.event_ids_traced = set() - def _add_context_fields(self, number_of_retrievals: int) -> List[Any]: """Create the context fields to be added to the dataset.""" context_fields = [ - rg.TextField( - name=f"retrieved_document_{doc + 1}", - title=f"Retrieved document {doc + 1}", + TextField( + name=f"retrieved_document_{doc+1}", + title=f"Retrieved document {doc+1}", use_markdown=True, required=False, ) @@ -232,384 +233,261 @@ def _add_context_fields(self, number_of_retrievals: int) -> List[Any]: def _add_context_questions(self, number_of_retrievals: int) -> List[Any]: """Create the context questions to be added to the dataset.""" rating_questions = [ - rg.RatingQuestion( + RatingQuestion( name=f"rating_retrieved_document_{doc + 1}", - title=f"Rate the relevance of the Retrieved document {doc + 1} (if present)", + title=f"Rate the relevance of the Retrieved document {doc + 1}, if applicable.", values=list(range(1, 8)), - description=f"Rate the relevance of the retrieved document {doc + 1}.", + description=f"Rate the relevance of the retrieved document {doc + 1}, if applicable.", required=False, ) for doc in range(number_of_retrievals) ] return rating_questions - def _create_root_and_other_nodes(self, trace_map: Dict[str, List[str]]) -> None: - """Create the root node and the other nodes in the tree.""" - self.root_node = self._get_event_name_by_id(trace_map["root"][0]) - self.event_ids_traced = set(trace_map.keys()) - {"root"} - self.event_ids_traced.update(*trace_map.values()) - for id in self.event_ids_traced: - self.components_to_log.add(self._get_event_name_by_id(id)) - - def _get_event_name_by_id(self, event_id: str) -> str: - """Get the name of the event by its id.""" - return str(self.events_data[event_id][0].event_type).split(".")[1].lower() - - # TODO: If we have a component more than once, properties currently don't account for those after the first one and get overwritten + def class_name(cls) -> str: + """Class name.""" + return "ArgillaSpanHandler" - def _add_missing_metadata( + def new_span( self, - dataset: rg.Dataset, - metadata: Optional[Dict[str, Any]] = None, - ) -> None: - """Add missing metadata properties to the dataset.""" + id_: str, + bound_args: inspect.BoundArguments, + instance: Optional[Any] = None, + parent_span_id: Optional[str] = None, + tags: Optional[Dict[str, Any]] = None, + **kwargs: Any, + ) -> Optional[SimpleSpan]: + """ + Create a new span using the SimpleSpan class. If the span is the root span, it generates a new trace ID. - for mt in metadata.keys(): - if mt not in [metadata.name for metadata in self.dataset.settings.metadata]: - if mt.endswith("_time"): - self.dataset.settings.metadata.add( - rg.FloatMetadataProperty(name=mt, title=mt) - ) - dataset.update() + Args: + id_ (str): The unique identifier for the new span. + bound_args (inspect.BoundArguments): The arguments that were bound to when the span was created. + instance (Optional[Any], optional): The instance associated with the span, if applicable.. Defaults to None. + parent_span_id (Optional[str], optional): The identifier of the parent span. Defaults to None. + tags (Optional[Dict[str, Any]], optional): Additional information about the span. Defaults to None. - def _check_components_for_tree( - self, tree_structure_dict: Dict[str, List[str]] - ) -> Dict[str, List[str]]: - """ - Check whether the components in the tree are in the components to log. - Removes components that are not in the components to log so that they are not shown in the tree. - """ - final_components_in_tree = self.components_to_log.copy() - final_components_in_tree.add("root") - for component in self._ignore_components_in_tree: - if component in final_components_in_tree: - final_components_in_tree.remove(component) - for key in list(tree_structure_dict.keys()): - if key.strip("0") not in final_components_in_tree: - del tree_structure_dict[key] - for key, value in tree_structure_dict.items(): - if isinstance(value, list): - tree_structure_dict[key] = [ - element - for element in value - if element.strip("0") in final_components_in_tree - ] - return tree_structure_dict - - def _get_events_map_with_names( - self, events_data: Dict[str, List[CBEvent]], trace_map: Dict[str, List[str]] - ) -> Dict[str, List[str]]: - """ - Returns a dictionary where trace_map is mapped with the event names instead of the event ids. - Also returns a set of the event ids that were traced. + Returns: + Optional[SimpleSpan]: The newly created SimpleSpan object if the span is successfully created. """ - self.event_map_id_to_name = {} - for event_id in self.event_ids_traced: - event_name = str(events_data[event_id][0].event_type).split(".")[1].lower() - while event_name in self.event_map_id_to_name.values(): - event_name = event_name + "0" - self.event_map_id_to_name[event_id] = event_name - events_trace_map = { - self.event_map_id_to_name.get(k, k): [ - self.event_map_id_to_name.get(v, v) for v in values - ] - for k, values in trace_map.items() - } + trace_id, root_span_id = context_root.get() - return events_trace_map + if not parent_span_id: + trace_id = str(uuid.uuid4()) + root_span_id = id_ + context_root.set((trace_id, root_span_id)) - def _extract_and_log_info( - self, events_data: Dict[str, List[CBEvent]], trace_map: Dict[str, List[str]] - ) -> None: - """ - Main function that extracts the information from the events and logs it to Argilla. - We currently log data if the root node is either "agent_step" or "query". - Otherwise, we do not log anything. - If we want to account for more root nodes, we just need to add them to the if statement. + return SimpleSpan(id_=id_, parent_id=parent_span_id, tags=tags or {}) + + def prepare_to_exit_span( + self, + id_: str, + bound_args: inspect.BoundArguments, + instance: Optional[Any] = None, + result: Optional[Any] = None, + **kwargs: Any, + ) -> Optional[SimpleSpan]: """ - events_trace_map = self._get_events_map_with_names(events_data, trace_map) - root_node = trace_map.get("root") - - if not root_node or len(root_node) != 1: - return - - if self.root_node == "agent_step": - data_to_log = self._process_agent_step(events_data, root_node) - elif self.root_node == "query": - data_to_log = self._process_query(events_data, root_node) - else: - return - - self.event_ids_traced.remove(root_node[0]) - components_to_log = [ - comp for comp in self.components_to_log if comp != self.root_node - ] - number_of_components_used = defaultdict(int) - retrieval_metadata = {} + Logic to exit the span. It stores the span information in the trace buffer. + If the trace has ended and and belongs to specific components, it logs the buffered data to Argilla. - for event_id in self.event_ids_traced: - event_name = self.event_map_id_to_name[event_id] - event_name_reduced = ( - event_name.rstrip("0") if event_name.endswith("0") else event_name - ) - number_of_components_used[event_name_reduced] += event_name.endswith("0") - - if event_name_reduced in components_to_log: - data_to_log[f"{event_name}_time"] = _calc_time(events_data, event_id) - - if event_name_reduced == "llm": - payload = events_data[event_id][0].payload - data_to_log.update( - { - f"{event_name}_system_prompt": payload.get( - EventPayload.MESSAGES - )[0].content, - f"{event_name}_model_name": payload.get( - EventPayload.SERIALIZED - )["model"], - } - ) + Args: + id_ (str): The unique identifier of the span to be exited. + bound_args (inspect.BoundArguments): The arguments that were bound to the span's function during its invocation. + instance (Optional[Any], optional): The instance associated with the span, if applicable.. Defaults to None. + result (Optional[Any], optional): The output or result produced by the span's execution.. Defaults to None. - if event_name_reduced == "retrieve": - for idx, retrieval_node in enumerate( - events_data[event_id][1].payload.get(EventPayload.NODES), 1 - ): - if idx > self.number_of_retrievals: - break - retrieve_dict = retrieval_node.to_dict() - retrieval_metadata.update( - { - f"{event_name}_document_{idx}_score": retrieval_node.score, - f"{event_name}_document_{idx}_filename": retrieve_dict[ - "node" - ]["metadata"]["file_name"], - f"{event_name}_document_{idx}_text": retrieve_dict["node"][ - "text" - ], - f"{event_name}_document_{idx}_start_character": retrieve_dict[ - "node" - ][ - "start_char_idx" - ], - f"{event_name}_document_{idx}_end_character": retrieve_dict[ - "node" - ]["end_char_idx"], - } - ) + Returns: + Optional[SimpleSpan]: The exited SimpleSpan object if the span exists and the trace is active; otherwise, None. + """ + trace_id, root_span_id = context_root.get() + if not trace_id: + return None - metadata_to_log = { - key: data_to_log[key] - for key in data_to_log - if key.endswith("_time") or key not in ["query", "response"] - } - metadata_to_log["total_time"] = data_to_log.get( - "query_time", data_to_log.get("agent_step_time") - ) - metadata_to_log.update( + span = self.open_spans[id_] + span = cast(SimpleSpan, span) + span.end_time = datetime.now() + span.duration = round((span.end_time - span.start_time).total_seconds(), 4) + span.metadata = self._parse_output(instance, bound_args, result) + + self.trace_buffer.append( { - f"number_of_{key}_used": value + 1 - for key, value in number_of_components_used.items() + "id_": span.id_, + "parent_id": span.parent_id, + "start_time": span.start_time.timestamp(), + "end_time": span.end_time.timestamp(), + "duration": span.duration, + "metadata": span.metadata, } ) - metadata_to_log.update(retrieval_metadata) - self._add_missing_metadata(self.dataset, metadata_to_log) + if id_ == root_span_id and any( + term.lower() in id_.lower() for term in ["AgentRunner", "QueryEngine"] + ): + self._log_to_argilla( + trace_id=trace_id, + trace_buffer=self.trace_buffer, + fields_info=self.fields_info, + ) + self.trace_buffer.clear() + self.fields_info.clear() + context_root.set((None, None)) + elif id_ == root_span_id: + self.trace_buffer.clear() + self.fields_info.clear() + context_root.set((None, None)) + + with self.lock: + self.completed_spans += [span] + return span + + def prepare_to_drop_span( + self, + id_: str, + bound_args: inspect.BoundArguments, + instance: Optional[Any] = None, + err: Optional[BaseException] = None, + **kwargs: Any, + ) -> None: + """ + Logic to drop the span. If the trace has ended, it clears the data. - tree_structure = self._create_tree_structure(events_trace_map, data_to_log) - tree = _create_svg(tree_structure) + Args: + id_ (str): The unique identifier of the span to be dropped. + bound_args (inspect.BoundArguments): The arguments that were bound to the span function during its invocation. + instance (Optional[Any], optional): The instance associated with the span, if applicable. Defaults to None. + err (Optional[BaseException], optional): An exception that caused the span to be dropped, if any. Defaults to None. + + Returns: + None: + """ + trace_id, root_span_id = context_root.get() + if not trace_id: + return None + + if id_ == root_span_id: + self.trace_buffer.clear() + self.fields_info.clear() + context_root.set((None, None)) + + if id_ in self.open_spans: + with self.lock: + span = self.open_spans[id_] + self.dropped_spans += [span] + return None + + def _log_to_argilla( + self, + trace_id: str, + trace_buffer: List[Dict[str, Any]], + fields_info: Dict[str, Any], + ) -> None: + """Logs the data in the trace buffer to Argilla.""" + if not trace_buffer: + return None message = [ - {"role": "user", "content": data_to_log["query"]}, - {"role": "assistant", "content": data_to_log["response"]}, + {"role": "user", "content": fields_info["query"]}, + {"role": "assistant", "content": fields_info["response"]}, ] + tree_structure = _create_tree_structure(trace_buffer) + tree = _create_svg(tree_structure) + fields = { "chat": chat_to_html(message), "time-details": tree, } - if self.number_of_retrievals > 0: - for key in list(retrieval_metadata.keys()): - if key.endswith("_text"): - idx = key.split("_")[-2] - fields[f"retrieved_document_{idx}"] = ( - f"DOCUMENT SCORE: {retrieval_metadata[f'{key[:-5]}_score']}\n\n{retrieval_metadata[key]}" - ) - del metadata_to_log[key] - - valid_metadata_keys = [ - metadata.name for metadata in self.dataset.settings.metadata - ] - metadata_to_log = { - k: v - for k, v in metadata_to_log.items() - if k in valid_metadata_keys or not k.endswith("_time") - } - - self.dataset.records.log( - records=[ - rg.Record( - fields=fields, - metadata=metadata_to_log, - ), - ] - ) - - def _process_agent_step( - self, events_data: Dict[str, List[CBEvent]], root_node: str - ) -> Dict: - """ - Processes events data for 'agent_step' root node. - """ - data_to_log = {} + text_keys = filter(lambda k: k.endswith("_text"), fields_info.keys()) - event_start = events_data[root_node[0]][0] - data_to_log["query"] = event_start.payload.get(EventPayload.MESSAGES)[0] - query_start_time = event_start.time + for key in islice(text_keys, self.number_of_retrievals): + idx = key.split("_")[-2] + fields[f"retrieved_document_{idx}"] = fields_info[key] - event_end = events_data[root_node[0]][1] - data_to_log["response"] = event_end.payload.get(EventPayload.RESPONSE).response - query_end_time = event_end.time + metadata = self._process_metadata(trace_buffer) + self._add_metadata_properties(metadata) - data_to_log["agent_step_time"] = _get_time_diff( - query_start_time, query_end_time - ) - - return data_to_log + records = [Record(id=trace_id, fields=fields, metadata=metadata)] + self.dataset.records.log(records=records) - def _process_query( - self, events_data: Dict[str, List[CBEvent]], root_node: str - ) -> Dict: - """ - Processes events data for 'query' root node. - """ - data_to_log = {} - - event_start = events_data[root_node[0]][0] - data_to_log["query"] = event_start.payload.get(EventPayload.QUERY_STR) - query_start_time = event_start.time - - event_end = events_data[root_node[0]][1] - data_to_log["response"] = event_end.payload.get(EventPayload.RESPONSE).response - query_end_time = event_end.time - - data_to_log["query_time"] = _get_time_diff(query_start_time, query_end_time) - - return data_to_log - - def _create_tree_structure( - self, events_trace_map: Dict[str, List[str]], data_to_log: Dict[str, Any] - ) -> List: - """Create the tree data to be converted to an SVG.""" - events_trace_map = self._check_components_for_tree(events_trace_map) - data = [] - data.append( - ( - 0, - 0, - self.root_node.strip("0").upper(), - data_to_log[f"{self.root_node}_time"], - ) - ) - current_row = 1 - for root_child in events_trace_map[self.root_node]: - data.append( - ( - current_row, - 1, - root_child.strip("0").upper(), - data_to_log[f"{root_child}_time"], + def _parse_output( + self, + instance: Optional[Any], + bound_args: inspect.BoundArguments, + result: Optional[Any], + ) -> Dict[str, Any]: + """Parse the output of the span to extract metadata.""" + out_metadata = {} + + if isinstance(instance, BaseQueryEngine): + if message := bound_args.arguments.get("message"): + self.fields_info["query"] = message + elif query_bundle := bound_args.arguments.get("query_bundle"): + self.fields_info["query"] = query_bundle.query_str + self.fields_info["response"] = result.response + + if nodes := bound_args.arguments.get("nodes"): + for i, n in enumerate(nodes): + out_metadata[f"retrieved_document_{i+1}_file_name"] = n.metadata.get( + "file_name", "unknown" ) - ) - current_row += 1 - for child in events_trace_map[root_child]: - data.append( - ( - current_row, - 2, - child.strip("0").upper(), - data_to_log[f"{child}_time"], - ) + out_metadata[f"retrieved_document_{i+1}_file_type"] = n.metadata.get( + "file_type", "unknown" + ) + out_metadata[f"retrieved_document_{i+1}_file_size"] = n.metadata.get( + "file_size", 0 ) - current_row += 1 - return data - - # The four methods required by the abstract class - # BaseCallbackHandler executed on the different events. - - def start_trace(self, trace_id: Optional[str] = None) -> None: - """ - Start tracing events. - - Args: - trace_id (str, optional): The trace_id to start tracing. - """ - - self._trace_map = defaultdict(list) - self._cur_trace_id = trace_id - self._start_time = datetime.now() - - # Clear the events and the components prior to running the query. - # They are usually events related to creating the docs and indexing. - self.events_data.clear() - self.components_to_log.clear() - - def end_trace( - self, - trace_id: Optional[str] = None, - trace_map: Optional[Dict[str, List[str]]] = None, - ) -> None: - """ - End tracing events. - - Args: - trace_id (str, optional): The trace_id to end tracing. - trace_map (Dict[str, List[str]], optional): The trace_map to end. This map has been obtained from the parent class. - """ - - self._trace_map = trace_map or defaultdict(list) - self._end_time = datetime.now() - self._create_root_and_other_nodes(trace_map) - self._extract_and_log_info(self.events_data, trace_map) - - def on_event_start( - self, - event_type: CBEventType, - payload: Optional[Dict[str, Any]] = None, - event_id: Optional[str] = None, - parent_id: str = None, - ) -> str: - """ - Store event start data by event type. Executed at the start of an event. - Args: - event_type (CBEventType): The event type to store. - payload (Dict[str, Any], optional): The payload to store. - event_id (str, optional): The event id to store. - parent_id (str, optional): The parent id to store. + node = getattr(n, "node", None) + out_metadata[f"retrieved_document_{i+1}_start_char"] = getattr( + node, "start_char_idx", -1 + ) + out_metadata[f"retrieved_document_{i+1}_end_char"] = getattr( + node, "end_char_idx", -1 + ) - Returns: - str: The event id. - """ + text = getattr(n, "text", "") + score = getattr(n, "score", 0) + out_metadata[f"retrieved_document_{i+1}_score"] = score + self.fields_info[ + f"retrieved_document_{i+1}_text" + ] = f"DOCUMENT SCORE: {score}\n\n{text}" + return out_metadata + + def _process_metadata(self, trace_buffer: List[Dict[str, Any]]) -> Dict[str, Any]: + """Process the metadata to be logged to Argilla.""" + metadata_to_log = {} + + for span in trace_buffer: + key_prefix = span["id_"].split(".")[0].lower() + + metadata_to_log[f"{key_prefix}_start_time"] = span["start_time"] + metadata_to_log[f"{key_prefix}_end_time"] = span["end_time"] + metadata_to_log[f"{key_prefix}_duration"] = span["duration"] + if span["metadata"]: + metadata_to_log.update(span["metadata"]) + + metadata_to_log["total_duration"] = sum( + span["duration"] for span in trace_buffer + ) + metadata_to_log["total_spans"] = len(trace_buffer) - event = CBEvent(event_type, payload=payload, id_=event_id) - self.events_data[event_id].append(event) + return metadata_to_log - return event.id_ + def _add_metadata_properties(self, metadata: Dict[str, Any]) -> None: + """Add metadata properties to the dataset if they do not exist.""" + for mt in metadata.keys(): + if mt not in [ + existing_metadata.name + for existing_metadata in self.dataset.settings.metadata + ]: + if isinstance(metadata[mt], str): + self.dataset.settings.metadata.add(TermsMetadataProperty(name=mt)) - def on_event_end( - self, - event_type: CBEventType, - payload: Optional[Dict[str, Any]] = None, - event_id: str = None, - ) -> None: - """ - Store event end data by event type. Executed at the end of an event. + elif isinstance(metadata[mt], int): + self.dataset.settings.metadata.add(IntegerMetadataProperty(name=mt)) - Args: - event_type (CBEventType): The event type to store. - payload (Dict[str, Any], optional): The payload to store. - event_id (str, optional): The event id to store. - """ + elif isinstance(metadata[mt], float): + self.dataset.settings.metadata.add(FloatMetadataProperty(name=mt)) - event = CBEvent(event_type, payload=payload, id_=event_id) - self.events_data[event_id].append(event) + self.dataset.update() From 6a6bcbacb697b062852b0fa6551599873d99da9c Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:04:00 +0200 Subject: [PATCH 03/27] feat: update helpers --- src/argilla_llama_index/helpers.py | 101 +++++++++++++++++------------ 1 file changed, 58 insertions(+), 43 deletions(-) diff --git a/src/argilla_llama_index/helpers.py b/src/argilla_llama_index/helpers.py index 20271b0..ea2e014 100644 --- a/src/argilla_llama_index/helpers.py +++ b/src/argilla_llama_index/helpers.py @@ -1,61 +1,76 @@ -""" -Auxiliary methods for the Argilla Llama Index integration. -""" - -from datetime import datetime -from typing import Dict, List - -from llama_index.core.callbacks.schema import CBEvent - -def _get_time_diff(event_1_time_str: str, event_2_time_str: str) -> float: +# Copyright 2021-present, the Recognai S.L. team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Any, Dict, List, Tuple + + +def _create_tree_structure(trace_buffer: List[Dict[str, Any]]) -> List[Tuple]: """ - Get the time difference between two events Follows the American format (month, day, year). + Create a tree structure from the trace buffer using the parent_id. Args: - event_1_time_str (str): The first event time. - event_2_time_str (str): The second event time. + trace_buffer (List[Dict[str, Any]]): The trace buffer to create the tree structure from. Returns: - float: The time difference between the two events. + List[Tuple]: The formatted tree structure as a list of tuples. """ - time_format = "%m/%d/%Y, %H:%M:%S.%f" + nodes = [] - event_1_time = datetime.strptime(event_1_time_str, time_format) - event_2_time = datetime.strptime(event_2_time_str, time_format) + node_dict = {item["id_"]: item.copy() for item in trace_buffer} - return round((event_2_time - event_1_time).total_seconds(), 4) + for node in node_dict.values(): + node["children"] = [] -def _calc_time(events_data: Dict[str, List[CBEvent]], id: str) -> float: - """ - Calculate the time difference between the start and end of an event using the events_data. + for node in node_dict.values(): + parent_id = node["parent_id"] + if parent_id and parent_id in node_dict: + node_dict[parent_id]["children"].append(node) - Args: - events_data (Dict[str, List[CBEvent]]): The events data, stored in a dictionary. - id (str): The event id to calculate the time difference between start and finish timestamps. + def build_tree(node, depth=0): + node_name = node["id_"].split(".")[0] + node_time = node["duration"] - Returns: - float: The time difference between the start and end of the event. - """ + row = len(nodes) + nodes.append((row, depth, node_name, node_time)) + + for child in node.get("children", []): + build_tree(child, depth + 1) - start_time = events_data[id][0].time - end_time = events_data[id][1].time - return _get_time_diff(start_time, end_time) + root_nodes = [ + node + for node in node_dict.values() + if node["parent_id"] is None or node["parent_id"] not in node_dict + ] + for root in root_nodes: + build_tree(root) + return nodes -def _create_svg(data: List) -> str: + +def _create_svg(data: List[Tuple]) -> str: """ Create an SVG file from the data. Args: - data (List): The data to create the SVG file from. + data (List[Tuple]): The data to create the SVG file from. Returns: str: The SVG file. """ - svg_template = """ - + {node_name} @@ -66,21 +81,21 @@ def _create_svg(data: List) -> str: body = "".join( svg_template.format( - x=indent * 40, - y=row * 54, - width=47 * 8.65, # 47 is the height of the box - node_name_indent=47 * 0.35, - text_centering=47 * 0.6341, - font_size_node_name=47 * 0.4188, + x=indent * 30, + y=row * 45, + width=40 * 8, # 40 is the height of the box + node_name_indent=40 * 0.35, + text_centering=40 * 0.6341, + font_size_node_name=40 * 0.4188, node_name=node_name, - time_indent=47 * 7.15, - font_size_time=47 * 0.4188 - 4, + time_indent=40 * 6.5, + font_size_time=40 * 0.4188 - 4, node_time=node_time, ) for row, indent, node_name, node_time in data ) return f""" - + {body} """ From c431cd78198e93e0f0b7d568cbf94acec4b9aa76 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:04:39 +0200 Subject: [PATCH 04/27] feat: update init --- src/argilla_llama_index/__init__.py | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/src/argilla_llama_index/__init__.py b/src/argilla_llama_index/__init__.py index 090aaa1..7e99b97 100644 --- a/src/argilla_llama_index/__init__.py +++ b/src/argilla_llama_index/__init__.py @@ -1,19 +1,19 @@ -# Copyright 2023-present, Argilla, Inc. +# Copyright 2021-present, the Recognai S.L. team. # -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. -__version__ = "2.0.0" +__version__ = "2.1.0" -from argilla_llama_index.llama_index_handler import ArgillaCallbackHandler +from argilla_llama_index.llama_index_handler import ArgillaSpanHandler -__all__ = ["ArgillaCallbackHandler"] +__all__ = ["ArgillaSpanHandler"] From 0166acdfd657d0a12f4c99ea443e18dbd2c2aeb9 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:05:07 +0200 Subject: [PATCH 05/27] feat: update versions --- pyproject.toml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 06a916f..e42dd9d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -18,8 +18,7 @@ classifiers = [ ] dependencies = [ "argilla >= 2.0.0, < 3.0.0", - "llama-index >= 0.10.0, < 1.0", - "llama-index-callbacks-argilla >= 0.1.4", + "llama-index >= 0.10.20, < 1.0", "markdown >= 3.6.0", "packaging >= 23.2", "typing-extensions >= 4.3.0", From 26977fd59757eee7655d7b749a8cdfb11a407056 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:06:10 +0200 Subject: [PATCH 06/27] feat: update tests for handler --- tests/test_llama_index_callback.py | 167 ------------- tests/test_llama_index_handler.py | 361 +++++++++++++++++++++++++++++ 2 files changed, 361 insertions(+), 167 deletions(-) delete mode 100644 tests/test_llama_index_callback.py create mode 100644 tests/test_llama_index_handler.py diff --git a/tests/test_llama_index_callback.py b/tests/test_llama_index_callback.py deleted file mode 100644 index 3572983..0000000 --- a/tests/test_llama_index_callback.py +++ /dev/null @@ -1,167 +0,0 @@ -import unittest -import argilla as rg - -from collections import defaultdict -from datetime import datetime, timedelta -from unittest.mock import MagicMock, patch - -from argilla_llama_index import ArgillaCallbackHandler -from argilla_llama_index.helpers import _calc_time, _create_svg, _get_time_diff - - -class TestArgillaCallbackHandler(unittest.TestCase): - def setUp(self): - self.dataset_name = "test_dataset_llama_index" - self.api_url = "http://localhost:6900" - self.api_key = "argilla.apikey" - - self.client = rg.Argilla(api_url=self.api_url, api_key=self.api_key) - self.create_workspace("argilla") - - self.handler = ArgillaCallbackHandler( - dataset_name=self.dataset_name, - api_url=self.api_url, - api_key=self.api_key, - ) - - self.events_data = MagicMock() - self.data_to_log = MagicMock() - self.components_to_log = MagicMock() - self._ignore_components_in_tree = MagicMock() - self.trace_map = MagicMock() - - self.tree_structure_dict = { - "root": ["query"], - "query": ["retrieve", "synthesize"], - "synthesize": ["llm", "grandchild1"], - } - - def create_workspace(self, workspace_name): - workspace = self.client.workspaces(name=workspace_name) - if workspace is None: - workspace = rg.Workspace(name=workspace_name) - workspace.create() - - def test_init(self): - self.assertEqual(self.handler.dataset_name, self.dataset_name) - - @patch("argilla_llama_index.llama_index_handler.rg.Argilla") - def test_init_connection_error(self, mock_init): - mock_init.side_effect = ConnectionError("Connection failed") - with self.assertRaises(ConnectionError): - ArgillaCallbackHandler( - dataset_name=self.dataset_name, - api_url=self.api_url, - api_key=self.api_key, - ) - - @patch("argilla_llama_index.llama_index_handler.rg.Argilla.datasets") - @patch("argilla_llama_index.llama_index_handler.rg.Argilla._validate_connection") - def test_init_file_not_found_error(self, mock_validate_connection, mock_list): - mock_list.return_value = [] - mock_validate_connection.return_value = None - with self.assertRaises(FileNotFoundError): - ArgillaCallbackHandler( - dataset_name="test_dataset", - api_url="http://example.com", - api_key="test_key", - ) - - def test_check_components_for_tree(self): - self.handler._check_components_for_tree(self.tree_structure_dict) - - def test_get_events_map_with_names(self): - - trace_map = {"query": ["retrieve"], "llm": []} - events_map = self.handler._get_events_map_with_names( - self.events_data, trace_map - ) - self.assertIsInstance(events_map, dict) - self.assertEqual(len(events_map), 2) - - def test_extract_and_log_info(self): - - tree_structure_dict = self.handler._check_components_for_tree( - self.tree_structure_dict - ) - self.handler._extract_and_log_info(self.events_data, tree_structure_dict) - - def test_start_trace(self): - self.handler.start_trace() - self.assertIsNotNone(self.handler._start_time) - self.assertEqual(self.handler._trace_map, defaultdict(list)) - - @patch( - "argilla_llama_index.llama_index_handler.ArgillaCallbackHandler._create_root_and_other_nodes" - ) - @patch( - "argilla_llama_index.llama_index_handler.ArgillaCallbackHandler._extract_and_log_info" - ) - def test_end_trace( - self, mock_extract_and_log_info, mock_create_root_and_other_nodes - ): - self.handler.start_trace() - trace_id = "test_trace_id" - trace_map = {"test_key": ["test_value"]} - - self.handler.end_trace(trace_id=trace_id, trace_map=trace_map) - self.assertIsNotNone(self.handler._end_time) - self.assertAlmostEqual( - self.handler._end_time, datetime.now(), delta=timedelta(seconds=1) - ) - self.assertEqual(self.handler._trace_map, trace_map) - - mock_create_root_and_other_nodes.assert_called_once_with(trace_map) - mock_extract_and_log_info.assert_called_once_with( - self.handler.events_data, trace_map - ) - - def test_on_event_start(self): - event_type = "event1" - payload = {} - event_id = "123" - parent_id = "456" - self.handler.on_event_start(event_type, payload, event_id, parent_id) - - def test_on_event_end(self): - event_type = "event1" - payload = {} - event_id = "123" - self.handler.on_event_end(event_type, payload, event_id) - - def test_get_time_diff(self): - event_1_time_str = "01/11/2024, 17:01:04.328656" - event_2_time_str = "01/11/2024, 17:02:07.328523" - time_diff = _get_time_diff(event_1_time_str, event_2_time_str) - self.assertIsInstance(time_diff, float) - - def test_calc_time(self): - id = "event1" - self.events_data.__getitem__().__getitem__().time = ( - "01/11/2024, 17:01:04.328656" - ) - self.events_data.__getitem__().__getitem__().time = ( - "01/11/2024, 17:02:07.328523" - ) - time = _calc_time(self.events_data, id) - self.assertIsInstance(time, float) - - def test_create_svg(self): - data = [ - (0, 1, "Node1", "10ms"), - (1, 2, "Node2", "20ms") - ] - - result = _create_svg(data) - - self.assertIn('viewBox="0 0 750 108"', result) - self.assertIn('', result) - self.assertIn('Node1', result) - self.assertIn('10ms', result) - self.assertIn('', result) - self.assertIn('Node2', result) - self.assertIn('20ms', result) - - -if __name__ == "__main__": - unittest.main() diff --git a/tests/test_llama_index_handler.py b/tests/test_llama_index_handler.py new file mode 100644 index 0000000..af136d6 --- /dev/null +++ b/tests/test_llama_index_handler.py @@ -0,0 +1,361 @@ +# Copyright 2021-present, the Recognai S.L. team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import inspect +import unittest +from collections import namedtuple +from datetime import datetime, timedelta +from unittest.mock import MagicMock, Mock, call, patch +from uuid import uuid4 + +from argilla import ( + Argilla, + Workspace, +) +from argilla_llama_index.llama_index_handler import ArgillaSpanHandler +from llama_index.core.base.base_query_engine import BaseQueryEngine +from llama_index.core.instrumentation.span.simple import SimpleSpan + +CommonData = namedtuple( + "CommonData", + [ + "trace_id", + "root_span_id", + "id_", + "bound_args", + "instance", + "parent_span_id", + "tags", + "span", + "result", + ], +) + + +class TestArgillaSpanHandlerLogToArgilla(unittest.TestCase): + def setUp(self): + self.dataset_name = f"test_dataset_llama_index_{uuid4()}" + self.api_url = "http://localhost:6900" + self.api_key = "argilla.apikey" + self.workspace_name = "argilla" + self.number_of_retrievals = 2 + self.client = Argilla(api_url=self.api_url, api_key=self.api_key) + self._create_workspace("argilla") + + self.handler = ArgillaSpanHandler( + dataset_name=self.dataset_name, + api_url=self.api_url, + api_key=self.api_key, + workspace_name=self.workspace_name, + number_of_retrievals=self.number_of_retrievals, + ) + self.handler.open_spans = {} + self.handler.trace_buffer = [] + self.handler.fields_info = {} + self.handler.completed_spans = [] + self.handler.dropped_spans = [] + + self.handler.dataset = MagicMock() + self.handler.dataset.records.log = MagicMock() + self.context_root_patcher = patch( + "argilla_llama_index.llama_index_handler.context_root" + ) + self.mock_context_root = self.context_root_patcher.start() + + def _create_workspace(self, workspace_name): + workspace = self.client.workspaces(name=workspace_name) + if workspace is None: + workspace = Workspace(name=workspace_name) + workspace.create() + + def _tearDown(self): + self.context_root_patcher.stop() + + def _create_common_data( + self, with_instance=False, with_span=False, with_result=False, **kwargs + ): + trace_id = kwargs.get("trace_id", "trace_id") + root_span_id = kwargs.get("root_span_id", "QueryEngine.query") + id_ = kwargs.get("id_", root_span_id) + parent_span_id = kwargs.get("parent_span_id", "parent_span_id") + tags = kwargs.get("tags", {"tag1": "value1"}) + bound_args = Mock(spec=inspect.BoundArguments) + bound_args.arguments = kwargs.get( + "arguments", {"message": "Test query message"} + ) + + instance = None + span = None + result = None + + if with_instance: + instance = Mock(spec=BaseQueryEngine) + instance.__class__ = BaseQueryEngine + if with_span: + span = SimpleSpan( + id_=id_, + parent_id=parent_span_id, + tags=tags, + start_time=datetime.now() - timedelta(seconds=5), + ) + if with_result: + result = Mock() + result.response = kwargs.get("response", "Test response") + + return CommonData( + trace_id, + root_span_id, + id_, + bound_args, + instance, + parent_span_id, + tags, + span, + result, + ) + + @patch("argilla_llama_index.llama_index_handler.Argilla") + @patch.object(ArgillaSpanHandler, "_initialize_dataset") + def test_initialization(self, mock_initialize_dataset, mock_argilla): + dataset_name = "test_dataset" + api_url = "http://example.com" + api_key = "test_key" + workspace_name = "test_workspace" + number_of_retrievals = 5 + + handler = ArgillaSpanHandler( + dataset_name=dataset_name, + api_url=api_url, + api_key=api_key, + workspace_name=workspace_name, + number_of_retrievals=number_of_retrievals, + ) + mock_argilla.assert_called_once_with(api_key=api_key, api_url=api_url) + self.assertEqual(handler.dataset_name, dataset_name) + self.assertEqual(handler.workspace_name, workspace_name) + self.assertEqual(handler.number_of_retrievals, number_of_retrievals) + self.assertEqual(handler.trace_buffer, []) + self.assertEqual(handler.fields_info, {}) + self.assertIsInstance(handler.client, MagicMock) + mock_initialize_dataset.assert_called_once() + + def test_new_span(self): + data = self._create_common_data() + self.mock_context_root.get.return_value = (data.trace_id, data.root_span_id) + + span = self.handler.new_span( + id_=data.id_, + bound_args=data.bound_args, + instance=data.instance, + parent_span_id=data.parent_span_id, + tags=data.tags, + ) + + self.assertIsInstance(span, SimpleSpan) + self.assertEqual(span.id_, data.id_) + self.assertEqual(span.parent_id, data.parent_span_id) + self.assertEqual(span.tags, data.tags) + + @patch.object( + ArgillaSpanHandler, "_parse_output", return_value={"parsed": "output"} + ) + def test_prepare_to_exit_span(self, mock_parse_output): + data = self._create_common_data(id_="test_id", with_span=True) + self.mock_context_root.get.return_value = (data.trace_id, data.root_span_id) + self.handler.open_spans[data.id_] = data.span + + self.handler.prepare_to_exit_span(data.id_, data.bound_args) + + self.assertIsNotNone(data.span.end_time) + self.assertAlmostEqual(data.span.duration, 5, delta=0.1) + self.assertEqual(data.span.metadata, {"parsed": "output"}) + self.assertEqual(len(self.handler.trace_buffer), 1) + self.assertIn(data.span, self.handler.completed_spans) + + def test_prepare_to_drop_span(self): + data = self._create_common_data(with_span=True) + self.mock_context_root.get.return_value = (data.trace_id, data.root_span_id) + self.handler.open_spans[data.id_] = data.span + + self.handler.prepare_to_drop_span(id_=data.id_, bound_args=data.bound_args) + + self.assertEqual(self.handler.trace_buffer, []) + self.assertEqual(self.handler.fields_info, {}) + self.mock_context_root.set.assert_called_once_with((None, None)) + self.assertIn(data.span, self.handler.dropped_spans) + + @patch("argilla_llama_index.llama_index_handler._create_tree_structure") + @patch("argilla_llama_index.llama_index_handler._create_svg") + @patch("argilla_llama_index.llama_index_handler.chat_to_html") + def test_log_to_argilla( + self, mock_chat_to_html, mock_create_svg, mock_create_tree_structure + ): + data = self._create_common_data() + trace_buffer = [ + { + "id_": "span_1", + "parent_id": None, + "tags": {}, + "start_time": 0, + "end_time": 1, + "duration": 1, + "metadata": {}, + } + ] + fields_info = { + "query": "test_query", + "response": "test_response", + "retrieved_document_1_text": "doc1", + "retrieved_document_2_text": "doc2", + } + mock_chat_to_html.return_value = "chat_html" + mock_create_tree_structure.return_value = "tree_structure" + mock_create_svg.return_value = "svg_tree" + + self.handler._log_to_argilla( + trace_id=data.trace_id, trace_buffer=trace_buffer, fields_info=fields_info + ) + + self.handler.dataset.records.log.assert_called_once() + records = self.handler.dataset.records.log.call_args[1]["records"] + self.assertEqual(len(records), 1) + self.assertEqual(records[0].id, data.trace_id) + self.assertIn("chat", records[0].fields) + self.assertIn("time-details", records[0].fields) + for i in range(1, self.number_of_retrievals + 1): + self.assertIn(f"retrieved_document_{i}", records[0].fields) + self.assertNotIn("retrieved_document_3", records[0].fields) + + def test_parse_output_query_engine(self): + data = self._create_common_data(with_instance=True, with_result=True) + + out_metadata = self.handler._parse_output( + instance=data.instance, bound_args=data.bound_args, result=data.result + ) + + self.assertEqual( + self.handler.fields_info["query"], data.bound_args.arguments["message"] + ) + self.assertEqual(self.handler.fields_info["response"], data.result.response) + self.assertEqual(out_metadata, {}) + + def test_parse_output_nodes(self): + node1 = Mock(spec=["metadata", "node", "text"]) + node1.metadata = { + "file_name": "file1.txt", + "file_size": 123, + } + node1.node = Mock(spec=["start_char_idx", "end_char_idx"]) + node1.node.start_char_idx = 0 + node1.node.end_char_idx = 50 + node1.text = "Document 1 text" + + node2 = Mock(spec=["metadata", "node", "text", "score"]) + node2.metadata = { + "file_name": "file2.txt", + "file_type": "text", + "file_size": 456, + } + node2.score = 0.8 + node2.node = Mock(spec=[]) + node2.text = "Document 2 text" + + data = self._create_common_data( + with_instance=True, with_result=True, arguments={"nodes": [node1, node2]} + ) + + out_metadata = self.handler._parse_output( + instance=data.instance, bound_args=data.bound_args, result=data.result + ) + + expected_metadata = { + "retrieved_document_1_file_name": "file1.txt", + "retrieved_document_1_file_type": "unknown", + "retrieved_document_1_file_size": 123, + "retrieved_document_1_score": 0, + "retrieved_document_1_start_char": 0, + "retrieved_document_1_end_char": 50, + "retrieved_document_2_file_name": "file2.txt", + "retrieved_document_2_file_type": "text", + "retrieved_document_2_file_size": 456, + "retrieved_document_2_score": 0.8, + "retrieved_document_2_start_char": -1, + "retrieved_document_2_end_char": -1, + } + + self.assertEqual(out_metadata, expected_metadata) + self.assertEqual( + self.handler.fields_info["retrieved_document_1_text"], + "DOCUMENT SCORE: 0\n\nDocument 1 text", + ) + self.assertEqual( + self.handler.fields_info["retrieved_document_2_text"], + "DOCUMENT SCORE: 0.8\n\nDocument 2 text", + ) + + @patch("argilla_llama_index.llama_index_handler.TermsMetadataProperty") + @patch("argilla_llama_index.llama_index_handler.IntegerMetadataProperty") + @patch("argilla_llama_index.llama_index_handler.FloatMetadataProperty") + def test_add_metadata_properties( + self, + mock_float_prop_class, + mock_int_prop_class, + mock_terms_prop_class, + ): + existing_metadata_property = Mock() + existing_metadata_property.name = "existing_metadata" + existing_metadata = [existing_metadata_property] + self.handler.dataset.settings.metadata = MagicMock() + self.handler.dataset.settings.metadata.__iter__.return_value = iter( + existing_metadata + ) + self.handler.dataset.settings.metadata.add = Mock() + self.handler.dataset.update = Mock() + + metadata = { + "new_string_property": "test", + "new_int_property": 42, + "new_float_property": 3.14, + } + + property_classes = [ + ("new_string_property", mock_terms_prop_class), + ("new_int_property", mock_int_prop_class), + ("new_float_property", mock_float_prop_class), + ] + mock_properties = [] + for prop_name, mock_class in property_classes: + mock_instance = Mock() + mock_instance.name = prop_name + mock_class.return_value = mock_instance + mock_properties.append((prop_name, mock_class, mock_instance)) + + self.handler._add_metadata_properties(metadata) + + for prop_name, mock_class, _ in mock_properties: + mock_class.assert_called_once_with(name=prop_name) + expected_calls = [ + call(mock_instance) for _, _, mock_instance in mock_properties + ] + self.handler.dataset.settings.metadata.add.assert_has_calls( + expected_calls, any_order=True + ) + self.assertEqual( + self.handler.dataset.settings.metadata.add.call_count, len(expected_calls) + ) + self.handler.dataset.update.assert_called_once() + + +if __name__ == "__main__": + unittest.main() From 8d6dc1aa9619e88c9fdc5c62c9e96cfbaba52a10 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:06:57 +0200 Subject: [PATCH 07/27] feat: add separated test for helpers and update it --- tests/test_helpers.py | 53 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 tests/test_helpers.py diff --git a/tests/test_helpers.py b/tests/test_helpers.py new file mode 100644 index 0000000..8530e45 --- /dev/null +++ b/tests/test_helpers.py @@ -0,0 +1,53 @@ +# Copyright 2021-present, the Recognai S.L. team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +from argilla_llama_index.helpers import _create_svg, _create_tree_structure + + +class TestHelpers(unittest.TestCase): + def test_create_tree_structure(self): + input_data = [ + {"id_": "A", "parent_id": None, "duration": "10s"}, + {"id_": "B", "parent_id": "A", "duration": "15s"}, + {"id_": "C", "parent_id": "A", "duration": "5s"}, + {"id_": "D", "parent_id": "B", "duration": "20s"}, + ] + expected_output = [ + (0, 0, "A", "10s"), + (1, 1, "B", "15s"), + (2, 2, "D", "20s"), + (3, 1, "C", "5s"), + ] + + result = _create_tree_structure(input_data) + self.assertEqual(result, expected_output) + + def test_create_svg(self): + input_data = [(0, 1, "Node1", "10ms"), (1, 2, "Node2", "20ms")] + + result = _create_svg(input_data) + + self.assertIn('viewBox="0 0 750 90"', result) + self.assertIn('', result) + self.assertIn('Node1', result) + self.assertIn('10ms', result) + self.assertIn('', result) + self.assertIn('Node2', result) + self.assertIn('20ms', result) + + +if __name__ == "__main__": + unittest.main() From d11cf6379400220712ef6c85a53412faff11f18e Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Tue, 17 Sep 2024 13:07:28 +0200 Subject: [PATCH 08/27] docs: update documentation --- README.md | 18 ++++---- docs/tutorials/getting_started.ipynb | 25 ++++++----- .../github_rag_llamaindex_argilla.ipynb | 43 ++++++++++--------- 3 files changed, 46 insertions(+), 40 deletions(-) diff --git a/README.md b/README.md index 24183e7..629bb02 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ If you already have deployed Argilla, you can skip this step. Otherwise, you can ## Basic Usage -To easily log your data into Argilla within your LlamaIndex workflow, you only need a simple step. Just call the Argilla global handler for Llama Index before starting production with your LLM. +To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the span handler and attach it to the Llama Index dispatcher. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance. - `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated. - `api_url`: The URL to connect to the Argilla instance. @@ -33,21 +33,21 @@ To easily log your data into Argilla within your LlamaIndex workflow, you only n > For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/). ```python -from llama_index.core import set_global_handler +import llama_index.core.instrumentation as instrument +from argilla_llama_index import ArgillaSpanHandler -set_global_handler( - "argilla", - dataset_name="query_model", +span_handler = ArgillaSpanHandler( + dataset_name="query_llama_index", api_url="http://localhost:6900", api_key="argilla.apikey", number_of_retrievals=2, ) + +dispatcher = instrument.get_dispatcher().add_span_handler(span_handler) ``` Let's log some data into Argilla. With the code below, you can create a basic LlamaIndex workflow. We will use GPT3.5 from OpenAI as our LLM ([OpenAI API key](https://openai.com/blog/openai-api)). Moreover, we will use an example `.txt` file obtained from the [Llama Index documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html). - - ```python import os @@ -63,8 +63,8 @@ Settings.llm = OpenAI( documents = SimpleDirectoryReader("data").load_data() index = VectorStoreIndex.from_documents(documents) -# Create the query engine -query_engine = index.as_query_engine() +# Create the query engine with the same similarity top k as the number of retrievals +query_engine = index.as_query_engine(similarity_top_k=2) ``` Now, let's run the `query_engine` to have a response from the model. The generated response will be logged into Argilla. diff --git a/docs/tutorials/getting_started.ipynb b/docs/tutorials/getting_started.ipynb index abd8e2c..2f2c220 100644 --- a/docs/tutorials/getting_started.ipynb +++ b/docs/tutorials/getting_started.ipynb @@ -6,7 +6,7 @@ "source": [ "# ✨🦙 Getting started with Argilla's LlamaIndex Integration\n", "\n", - "In this tutorial, we will show the basic usage of this integration that allows the user to include the feedback loop that Argilla offers into the LlamaIndex ecosystem. It's based on a callback handler to be run within the LlamaIndex workflow. \n", + "In this tutorial, we will show the basic usage of this integration that allows the user to include the feedback loop that Argilla offers into the LlamaIndex ecosystem. It's based on a span handler to be run within the LlamaIndex workflow. \n", "\n", "Don't hesitate to check out both [LlamaIndex](https://github.com/run-llama/llama_index) and [Argilla](https://github.com/argilla-io/argilla)" ] @@ -37,7 +37,7 @@ "metadata": {}, "outputs": [], "source": [ - "!pip install argilla-llama-index" + "%pip install \"argilla-llama-index>=2.1.0\"" ] }, { @@ -53,13 +53,15 @@ "metadata": {}, "outputs": [], "source": [ + "import llama_index.core.instrumentation as instrument\n", "from llama_index.core import (\n", " Settings,\n", " VectorStoreIndex,\n", " SimpleDirectoryReader,\n", - " set_global_handler,\n", ")\n", - "from llama_index.llms.openai import OpenAI" + "from llama_index.llms.openai import OpenAI\n", + "\n", + "from argilla_llama_index import ArgillaSpanHandler" ] }, { @@ -87,7 +89,7 @@ "source": [ "## Set the Argilla's LlamaIndex handler\n", "\n", - "To easily log your data into Argilla within your LlamaIndex workflow, you only need a simple step. Just call the Argilla global handler for Llama Index before starting production with your LLM. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance.\n", + "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the span handler and attach it to the Llama Index dispatcher. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance.\n", "\n", "- `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated.\n", "- `api_url`: The URL to connect to the Argilla instance.\n", @@ -104,13 +106,14 @@ "metadata": {}, "outputs": [], "source": [ - "set_global_handler(\n", - " \"argilla\",\n", - " dataset_name=\"query_model\",\n", + "span_handler = ArgillaSpanHandler(\n", + " dataset_name=\"query_llama_index\",\n", " api_url=\"http://localhost:6900\",\n", " api_key=\"argilla.apikey\",\n", " number_of_retrievals=2,\n", - ")" + ")\n", + "\n", + "dispatcher = instrument.get_dispatcher().add_span_handler(span_handler)" ] }, { @@ -151,8 +154,8 @@ "documents = SimpleDirectoryReader(\"../../data\").load_data()\n", "index = VectorStoreIndex.from_documents(documents)\n", "\n", - "# Create the query engine\n", - "query_engine = index.as_query_engine()" + "# Create the query engine with the same similarity top k as the number of retrievals\n", + "query_engine = index.as_query_engine(similarity_top_k=2)" ] }, { diff --git a/docs/tutorials/github_rag_llamaindex_argilla.ipynb b/docs/tutorials/github_rag_llamaindex_argilla.ipynb index eb47e33..5a32331 100644 --- a/docs/tutorials/github_rag_llamaindex_argilla.ipynb +++ b/docs/tutorials/github_rag_llamaindex_argilla.ipynb @@ -9,7 +9,7 @@ "In this tutorial, we'll show you how to create a RAG system that can answer questions about a specific GitHub repository. As example, we will target the [Argilla repository](https://github.com/argilla-io/argilla). This RAG system will target the docs of the repository, as that's where most of the natural language information about the repository can be found.\n", "\n", "This tutorial includes the following steps:\n", - "- Setting up the Argilla callback handler for LlamaIndex.\n", + "- Setting up the Argilla span handler for LlamaIndex.\n", "- Initializing a GitHub client\n", "- Creating an index with a specific set of files from the GitHub repository of our choice.\n", "- Create a RAG system out of the Argilla repository, ask questions, and automatically log the answers to Argilla.\n", @@ -43,8 +43,8 @@ "metadata": {}, "outputs": [], "source": [ - "!pip install \"argilla-llama-index>=2.0.0\"\n", - "!pip install \"llama-index-readers-github==0.1.9\"" + "%pip install \"argilla-llama-index>=2.1.0\"\n", + "%pip install \"llama-index-readers-github==0.1.9\"" ] }, { @@ -60,16 +60,18 @@ "metadata": {}, "outputs": [], "source": [ + "import llama_index.core.instrumentation as instrument\n", "from llama_index.core import (\n", " Settings,\n", " VectorStoreIndex,\n", - " set_global_handler,\n", ")\n", "from llama_index.llms.openai import OpenAI\n", "from llama_index.readers.github import (\n", " GithubClient,\n", " GithubRepositoryReader,\n", - ")" + ")\n", + "\n", + "from argilla_llama_index import ArgillaSpanHandler" ] }, { @@ -81,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -90,7 +92,7 @@ "os.environ[\"OPENAI_API_KEY\"] = \"sk-...\"\n", "openai_api_key = os.getenv(\"OPENAI_API_KEY\")\n", "\n", - "os.environ[\"GITHUB_TOKEN\"] = \"ghp_...\"\n", + "os.environ[\"GITHUB_TOKEN\"] = \"github_pat_....\"\n", "github_token = os.getenv(\"GITHUB_TOKEN\")" ] }, @@ -100,7 +102,7 @@ "source": [ "## Set the Argilla's LlamaIndex handler\n", "\n", - "To easily log your data into Argilla within your LlamaIndex workflow, you only need a simple step. Just call the Argilla global handler for Llama Index before starting production with your LLM. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance.\n", + "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the span handler and attach it to the Llama Index dispatcher. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance.\n", "\n", "- `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated.\n", "- `api_url`: The URL to connect to the Argilla instance.\n", @@ -117,13 +119,14 @@ "metadata": {}, "outputs": [], "source": [ - "set_global_handler(\n", - " \"argilla\",\n", - " dataset_name=\"github_query_model\",\n", + "span_handler = ArgillaSpanHandler(\n", + " dataset_name=\"github_query_llama_index\",\n", " api_url=\"http://localhost:6900\",\n", " api_key=\"argilla.apikey\",\n", " number_of_retrievals=2,\n", - ")" + ")\n", + "\n", + "dispatcher = instrument.get_dispatcher().add_span_handler(span_handler)" ] }, { @@ -137,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -153,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -171,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -230,8 +233,8 @@ "# Load the data and create the index\n", "index = VectorStoreIndex.from_documents(documents)\n", "\n", - "# Create the query engine\n", - "query_engine = index.as_query_engine()" + "# Create the query engine with the same similarity top k as the number of retrievals\n", + "query_engine = index.as_query_engine(similarity_top_k=2)" ] }, { @@ -270,16 +273,16 @@ "output_type": "stream", "text": [ "Question: How can I list the available datasets?\n", - "Answer: You can list all the datasets available in a workspace by utilizing the `datasets` attribute of the `Workspace` class. Additionally, you can determine the number of datasets in a workspace by using `len(workspace.datasets)`. To list the datasets, you can iterate over them and print out each dataset. Remember that dataset settings are not preloaded when listing datasets, and if you need to work with settings, you must load them explicitly for each dataset.\n", + "Answer: To list the available datasets, you can utilize the `datasets` attribute of the `Workspace` class. By importing `argilla as rg` and setting up the `client` with your API URL and key, you can access the datasets in a workspace. Simply loop through the datasets and print each one to display the list of available datasets. Remember that when listing datasets, the dataset settings are not preloaded, so you may need to load them separately if you want to work with settings while listing datasets.\n", "----------------------------\n", "Question: Which are the user credentials?\n", - "Answer: The user credentials in Argilla consist of a username, password, and API key.\n", + "Answer: The user credentials typically consist of a username, password, and an API key in Argilla.\n", "----------------------------\n", "Question: Can I use markdown in Argilla?\n", "Answer: Yes, you can use Markdown in Argilla.\n", "----------------------------\n", "Question: Could you explain how to annotate datasets in Argilla?\n", - "Answer: To annotate datasets in Argilla, users can manage their data annotation projects by setting up `Users`, `Workspaces`, `Datasets`, and `Records`. By deploying Argilla on the Hugging Face Hub or with `Docker`, installing the Python SDK with `pip`, and creating the first project, users can get started in just 5 minutes. The tool allows for interacting with data in a more engaging way through features like quick labeling with filters, AI feedback suggestions, and semantic search, enabling users to focus on training models and monitoring their performance effectively.\n", + "Answer: To annotate datasets in Argilla, users can deploy the tool for free on the Hugging Face Hub or with Docker. They can then install the Python SDK with pip and create their first project. By managing Users, Workspaces, Datasets, and Records, users can set up their data annotation projects in Argilla. Additionally, users can interact with their data through engaging labeling processes that involve filters, AI feedback suggestions, and semantic search to efficiently label the data while focusing on training models and monitoring their performance.\n", "----------------------------\n" ] }, From 4708a387f2263220b6202f0ec9c5c2a88bf6dede Mon Sep 17 00:00:00 2001 From: Sara Han <127759186+sdiazlor@users.noreply.github.com> Date: Wed, 18 Sep 2024 12:30:15 +0200 Subject: [PATCH 09/27] Update src/argilla_llama_index/llama_index_handler.py Co-authored-by: David Berenstein --- src/argilla_llama_index/llama_index_handler.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index 0cd969a..79c43ec 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -235,7 +235,7 @@ def _add_context_questions(self, number_of_retrievals: int) -> List[Any]: rating_questions = [ RatingQuestion( name=f"rating_retrieved_document_{doc + 1}", - title=f"Rate the relevance of the Retrieved document {doc + 1}, if applicable.", + title=f"Rate the relevance of the Retrieved document {doc + 1}, if present.", values=list(range(1, 8)), description=f"Rate the relevance of the retrieved document {doc + 1}, if applicable.", required=False, From dc84a44e6e4884c5b0977e863053e767a25a20e9 Mon Sep 17 00:00:00 2001 From: Sara Han <127759186+sdiazlor@users.noreply.github.com> Date: Wed, 18 Sep 2024 12:30:21 +0200 Subject: [PATCH 10/27] Update src/argilla_llama_index/llama_index_handler.py Co-authored-by: David Berenstein --- src/argilla_llama_index/llama_index_handler.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index 79c43ec..8959fd0 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -263,7 +263,7 @@ def new_span( Args: id_ (str): The unique identifier for the new span. bound_args (inspect.BoundArguments): The arguments that were bound to when the span was created. - instance (Optional[Any], optional): The instance associated with the span, if applicable.. Defaults to None. + instance (Optional[Any], optional): The instance associated with the span, if present. Defaults to None. parent_span_id (Optional[str], optional): The identifier of the parent span. Defaults to None. tags (Optional[Dict[str, Any]], optional): Additional information about the span. Defaults to None. From 459d0a00113a70139936faf73ac5add7243c7667 Mon Sep 17 00:00:00 2001 From: Sara Han <127759186+sdiazlor@users.noreply.github.com> Date: Wed, 18 Sep 2024 12:30:58 +0200 Subject: [PATCH 11/27] Update src/argilla_llama_index/llama_index_handler.py Co-authored-by: David Berenstein --- src/argilla_llama_index/llama_index_handler.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index 8959fd0..32957bb 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -237,7 +237,7 @@ def _add_context_questions(self, number_of_retrievals: int) -> List[Any]: name=f"rating_retrieved_document_{doc + 1}", title=f"Rate the relevance of the Retrieved document {doc + 1}, if present.", values=list(range(1, 8)), - description=f"Rate the relevance of the retrieved document {doc + 1}, if applicable.", + description=f"Rate the relevance of the retrieved document {doc + 1}, if present.", required=False, ) for doc in range(number_of_retrievals) From ad8b954777e963865090c14ceb5a1bea7df66dc8 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 18 Sep 2024 12:36:09 +0200 Subject: [PATCH 12/27] feat: bump argilla version (for chatfield) --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index e42dd9d..bb1b560 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", ] dependencies = [ - "argilla >= 2.0.0, < 3.0.0", + "argilla >= 2.2.0, < 3.0.0", "llama-index >= 0.10.20, < 1.0", "markdown >= 3.6.0", "packaging >= 23.2", From 4f9daa30c3b41fc37d5e0089e9db800562cbefa9 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 18 Sep 2024 12:44:21 +0200 Subject: [PATCH 13/27] fix: update to ArgillaHandler --- README.md | 6 +-- docs/tutorials/getting_started.ipynb | 30 +++++++------- .../github_rag_llamaindex_argilla.ipynb | 40 +++++++++---------- src/argilla_llama_index/__init__.py | 4 +- .../llama_index_handler.py | 8 ++-- tests/test_llama_index_handler.py | 12 +++--- 6 files changed, 50 insertions(+), 50 deletions(-) diff --git a/README.md b/README.md index 629bb02..02fc432 100644 --- a/README.md +++ b/README.md @@ -34,9 +34,9 @@ To easily log your data into Argilla within your LlamaIndex workflow, you only n ```python import llama_index.core.instrumentation as instrument -from argilla_llama_index import ArgillaSpanHandler +from argilla_llama_index import ArgillaHandler -span_handler = ArgillaSpanHandler( +span_handler = ArgillaHandler( dataset_name="query_llama_index", api_url="http://localhost:6900", api_key="argilla.apikey", @@ -49,7 +49,7 @@ dispatcher = instrument.get_dispatcher().add_span_handler(span_handler) Let's log some data into Argilla. With the code below, you can create a basic LlamaIndex workflow. We will use GPT3.5 from OpenAI as our LLM ([OpenAI API key](https://openai.com/blog/openai-api)). Moreover, we will use an example `.txt` file obtained from the [Llama Index documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html). ```python -import os +import os from llama_index.core import Settings, VectorStoreIndex, SimpleDirectoryReader from llama_index.llms.openai import OpenAI diff --git a/docs/tutorials/getting_started.ipynb b/docs/tutorials/getting_started.ipynb index 2f2c220..ce103ed 100644 --- a/docs/tutorials/getting_started.ipynb +++ b/docs/tutorials/getting_started.ipynb @@ -6,9 +6,9 @@ "source": [ "# ✨🦙 Getting started with Argilla's LlamaIndex Integration\n", "\n", - "In this tutorial, we will show the basic usage of this integration that allows the user to include the feedback loop that Argilla offers into the LlamaIndex ecosystem. It's based on a span handler to be run within the LlamaIndex workflow. \n", + "In this tutorial, we will show the basic usage of this integration that allows the user to include the feedback loop that Argilla offers into the LlamaIndex ecosystem. It's based on a span handler to be run within the LlamaIndex workflow.\n", "\n", - "Don't hesitate to check out both [LlamaIndex](https://github.com/run-llama/llama_index) and [Argilla](https://github.com/argilla-io/argilla)" + "Don't hesitate to check out both [LlamaIndex](https://github.com/run-llama/llama_index) and [Argilla](https://github.com/argilla-io/argilla)\n" ] }, { @@ -19,7 +19,7 @@ "\n", "### Deploy the Argilla server¶\n", "\n", - "If you already have deployed Argilla, you can skip this step. Otherwise, you can quickly deploy Argilla following [this guide](https://docs.argilla.io/latest/getting_started/quickstart/)." + "If you already have deployed Argilla, you can skip this step. Otherwise, you can quickly deploy Argilla following [this guide](https://docs.argilla.io/latest/getting_started/quickstart/).\n" ] }, { @@ -28,7 +28,7 @@ "source": [ "### Set up the environment¶\n", "\n", - "To complete this tutorial, you need to install this integration." + "To complete this tutorial, you need to install this integration.\n" ] }, { @@ -44,7 +44,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's make the required imports:" + "Let's make the required imports:\n" ] }, { @@ -61,14 +61,14 @@ ")\n", "from llama_index.llms.openai import OpenAI\n", "\n", - "from argilla_llama_index import ArgillaSpanHandler" + "from argilla_llama_index import ArgillaHandler" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We will use GPT3.5 from OpenAI as our LLM. For this, you will need a valid API key from OpenAI. You can have more information and get one via [this link](https://openai.com/blog/openai-api)." + "We will use GPT3.5 from OpenAI as our LLM. For this, you will need a valid API key from OpenAI. You can have more information and get one via [this link](https://openai.com/blog/openai-api).\n" ] }, { @@ -97,7 +97,7 @@ "- `number_of_retrievals`: The number of retrieved documents to be logged. Defaults to 0.\n", "- `workspace_name`: The name of the workspace to log the data. By default, the first available workspace.\n", "\n", - "> For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/)." + "> For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/).\n" ] }, { @@ -106,7 +106,7 @@ "metadata": {}, "outputs": [], "source": [ - "span_handler = ArgillaSpanHandler(\n", + "span_handler = ArgillaHandler\n", " dataset_name=\"query_llama_index\",\n", " api_url=\"http://localhost:6900\",\n", " api_key=\"argilla.apikey\",\n", @@ -120,14 +120,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Log the data to Argilla" + "## Log the data to Argilla\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "With the code below, you can create a basic LlamaIndex workflow. We will use an example `.txt` file obtained from the [Llama Index documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html)." + "With the code below, you can create a basic LlamaIndex workflow. We will use an example `.txt` file obtained from the [Llama Index documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html).\n" ] }, { @@ -148,7 +148,9 @@ "outputs": [], "source": [ "# LLM settings\n", - "Settings.llm = OpenAI(model=\"gpt-3.5-turbo\", temperature=0.8, openai_api_key=openai_api_key)\n", + "Settings.llm = OpenAI(\n", + " model=\"gpt-3.5-turbo\", temperature=0.8, openai_api_key=openai_api_key\n", + ")\n", "\n", "# Load the data and create the index\n", "documents = SimpleDirectoryReader(\"../../data\").load_data()\n", @@ -162,7 +164,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, let's run the `query_engine` to have a response from the model." + "Now, let's run the `query_engine` to have a response from the model.\n" ] }, { @@ -181,7 +183,7 @@ "source": [ "The prompt given and the response obtained will be logged in as a chat, as well as the indicated number of retrieved documents.\n", "\n", - "![Argilla UI](../assets/UI-screenshot.png)" + "![Argilla UI](../assets/UI-screenshot.png)\n" ] } ], diff --git a/docs/tutorials/github_rag_llamaindex_argilla.ipynb b/docs/tutorials/github_rag_llamaindex_argilla.ipynb index 5a32331..c367ef6 100644 --- a/docs/tutorials/github_rag_llamaindex_argilla.ipynb +++ b/docs/tutorials/github_rag_llamaindex_argilla.ipynb @@ -9,12 +9,13 @@ "In this tutorial, we'll show you how to create a RAG system that can answer questions about a specific GitHub repository. As example, we will target the [Argilla repository](https://github.com/argilla-io/argilla). This RAG system will target the docs of the repository, as that's where most of the natural language information about the repository can be found.\n", "\n", "This tutorial includes the following steps:\n", - "- Setting up the Argilla span handler for LlamaIndex.\n", - "- Initializing a GitHub client\n", - "- Creating an index with a specific set of files from the GitHub repository of our choice.\n", - "- Create a RAG system out of the Argilla repository, ask questions, and automatically log the answers to Argilla.\n", "\n", - "This tutorial is based on the [Github Repository Reader](https://docs.llamaindex.ai/en/stable/examples/data_connectors/GithubRepositoryReaderDemo/) made by LlamaIndex." + "- Setting up the Argilla span handler for LlamaIndex.\n", + "- Initializing a GitHub client\n", + "- Creating an index with a specific set of files from the GitHub repository of our choice.\n", + "- Create a RAG system out of the Argilla repository, ask questions, and automatically log the answers to Argilla.\n", + "\n", + "This tutorial is based on the [Github Repository Reader](https://docs.llamaindex.ai/en/stable/examples/data_connectors/GithubRepositoryReaderDemo/) made by LlamaIndex.\n" ] }, { @@ -25,7 +26,7 @@ "\n", "### Deploy the Argilla server¶\n", "\n", - "If you already have deployed Argilla, you can skip this step. Otherwise, you can quickly deploy Argilla following [this guide](https://docs.argilla.io/latest/getting_started/quickstart/)." + "If you already have deployed Argilla, you can skip this step. Otherwise, you can quickly deploy Argilla following [this guide](https://docs.argilla.io/latest/getting_started/quickstart/).\n" ] }, { @@ -34,7 +35,7 @@ "source": [ "### Set up the environment¶\n", "\n", - "To complete this tutorial, you need to install this integration and a third-party library via pip." + "To complete this tutorial, you need to install this integration and a third-party library via pip.\n" ] }, { @@ -51,7 +52,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's make the required imports:" + "Let's make the required imports:\n" ] }, { @@ -71,14 +72,14 @@ " GithubRepositoryReader,\n", ")\n", "\n", - "from argilla_llama_index import ArgillaSpanHandler" + "from argilla_llama_index import ArgillaHandler" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We need to set the OpenAI API key and the GitHub token. The OpenAI API key is required to run queries using GPT models, while the GitHub token ensures you have access to the repository you're using. Although the GitHub token might not be necessary for public repositories, it is still recommended." + "We need to set the OpenAI API key and the GitHub token. The OpenAI API key is required to run queries using GPT models, while the GitHub token ensures you have access to the repository you're using. Although the GitHub token might not be necessary for public repositories, it is still recommended.\n" ] }, { @@ -110,7 +111,7 @@ "- `number_of_retrievals`: The number of retrieved documents to be logged. Defaults to 0.\n", "- `workspace_name`: The name of the workspace to log the data. By default, the first available workspace.\n", "\n", - "> For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/)." + "> For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/).\n" ] }, { @@ -119,7 +120,7 @@ "metadata": {}, "outputs": [], "source": [ - "span_handler = ArgillaSpanHandler(\n", + "span_handler = ArgillaHandler(\n", " dataset_name=\"github_query_llama_index\",\n", " api_url=\"http://localhost:6900\",\n", " api_key=\"argilla.apikey\",\n", @@ -135,7 +136,7 @@ "source": [ "## Retrieve the data from GitHub\n", "\n", - "First, we need to initialize the GitHub client, which will include the GitHub token for repository access." + "First, we need to initialize the GitHub client, which will include the GitHub token for repository access.\n" ] }, { @@ -151,7 +152,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Before creating our `GithubRepositoryReader` instance, we need to adjust the nesting. Since the Jupyter kernel operates on an event loop, we must prevent this loop from finishing before the repository is fully read." + "Before creating our `GithubRepositoryReader` instance, we need to adjust the nesting. Since the Jupyter kernel operates on an event loop, we must prevent this loop from finishing before the repository is fully read.\n" ] }, { @@ -169,7 +170,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, let’s create a GithubRepositoryReader instance with the necessary repository details. In this case, we'll target the `main` branch of the `argilla` repository. As we will focus on the documentation, we will focus on the `argilla/docs/` folder, excluding images, json files, and ipynb files." + "Now, let’s create a GithubRepositoryReader instance with the necessary repository details. In this case, we'll target the `main` branch of the `argilla` repository. As we will focus on the documentation, we will focus on the `argilla/docs/` folder, excluding images, json files, and ipynb files.\n" ] }, { @@ -197,8 +198,7 @@ " \".svg\",\n", " \".ico\",\n", " \".json\",\n", - " \".ipynb\", # Erase this line if you want to include notebooks\n", - "\n", + " \".ipynb\", # Erase this line if you want to include notebooks\n", " ],\n", " GithubRepositoryReader.FilterType.EXCLUDE,\n", " ),\n", @@ -209,14 +209,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Create the index and make some queries" + "## Create the index and make some queries\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now, let's create a LlamaIndex index out of this document, and we can start querying the RAG system." + "Now, let's create a LlamaIndex index out of this document, and we can start querying the RAG system.\n" ] }, { @@ -260,7 +260,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's ask a couple of more questions to see the overall behavior of the RAG chatbot. Remember that the answers are automatically logged into your Argilla instance." + "Let's ask a couple of more questions to see the overall behavior of the RAG chatbot. Remember that the answers are automatically logged into your Argilla instance.\n" ] }, { diff --git a/src/argilla_llama_index/__init__.py b/src/argilla_llama_index/__init__.py index 7e99b97..c3a6791 100644 --- a/src/argilla_llama_index/__init__.py +++ b/src/argilla_llama_index/__init__.py @@ -14,6 +14,6 @@ __version__ = "2.1.0" -from argilla_llama_index.llama_index_handler import ArgillaSpanHandler +from argilla_llama_index.llama_index_handler import ArgillaHandler -__all__ = ["ArgillaSpanHandler"] +__all__ = ["ArgillaHandler"] diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index 32957bb..31024ea 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -45,7 +45,7 @@ ) -class ArgillaSpanHandler(BaseSpanHandler[SimpleSpan], extra="allow"): +class ArgillaHandler(BaseSpanHandler[SimpleSpan], extra="allow"): """ Span handler that logs predictions to Argilla. @@ -69,9 +69,9 @@ class ArgillaSpanHandler(BaseSpanHandler[SimpleSpan], extra="allow"): from llama_index.core.retrievers import VectorIndexRetriever from llama_index.llms.openai import OpenAI - from argilla_llama_index import ArgillaSpanHandler + from argilla_llama_index import ArgillaHandler - span_handler = ArgillaSpanHandler( + span_handler = ArgillaHandler( dataset_name="query_model", api_url="http://localhost:6900", api_key="argilla.apikey", @@ -246,7 +246,7 @@ def _add_context_questions(self, number_of_retrievals: int) -> List[Any]: def class_name(cls) -> str: """Class name.""" - return "ArgillaSpanHandler" + return "ArgillaHandler" def new_span( self, diff --git a/tests/test_llama_index_handler.py b/tests/test_llama_index_handler.py index af136d6..019616b 100644 --- a/tests/test_llama_index_handler.py +++ b/tests/test_llama_index_handler.py @@ -23,7 +23,7 @@ Argilla, Workspace, ) -from argilla_llama_index.llama_index_handler import ArgillaSpanHandler +from argilla_llama_index.llama_index_handler import ArgillaHandler from llama_index.core.base.base_query_engine import BaseQueryEngine from llama_index.core.instrumentation.span.simple import SimpleSpan @@ -53,7 +53,7 @@ def setUp(self): self.client = Argilla(api_url=self.api_url, api_key=self.api_key) self._create_workspace("argilla") - self.handler = ArgillaSpanHandler( + self.handler = ArgillaHandler( dataset_name=self.dataset_name, api_url=self.api_url, api_key=self.api_key, @@ -126,7 +126,7 @@ def _create_common_data( ) @patch("argilla_llama_index.llama_index_handler.Argilla") - @patch.object(ArgillaSpanHandler, "_initialize_dataset") + @patch.object(ArgillaHandler, "_initialize_dataset") def test_initialization(self, mock_initialize_dataset, mock_argilla): dataset_name = "test_dataset" api_url = "http://example.com" @@ -134,7 +134,7 @@ def test_initialization(self, mock_initialize_dataset, mock_argilla): workspace_name = "test_workspace" number_of_retrievals = 5 - handler = ArgillaSpanHandler( + handler = ArgillaHandler( dataset_name=dataset_name, api_url=api_url, api_key=api_key, @@ -167,9 +167,7 @@ def test_new_span(self): self.assertEqual(span.parent_id, data.parent_span_id) self.assertEqual(span.tags, data.tags) - @patch.object( - ArgillaSpanHandler, "_parse_output", return_value={"parsed": "output"} - ) + @patch.object(ArgillaHandler, "_parse_output", return_value={"parsed": "output"}) def test_prepare_to_exit_span(self, mock_parse_output): data = self._create_common_data(id_="test_id", with_span=True) self.mock_context_root.get.return_value = (data.trace_id, data.root_span_id) From ff85b226bc021c8e3e7f4a42145c0d4860eb4c86 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 18 Sep 2024 13:07:08 +0200 Subject: [PATCH 14/27] fix: add number_of_retrievals message and update default --- src/argilla_llama_index/llama_index_handler.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index 31024ea..d275617 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -58,7 +58,7 @@ class ArgillaHandler(BaseSpanHandler[SimpleSpan], extra="allow"): dataset_name (str): The name of the Argilla dataset. api_url (str): Argilla API URL. api_key (str): Argilla API key. - number_of_retrievals (int): The number of retrievals to log. By default, it is set to 0. + number_of_retrievals (int): The number of retrievals to log. By default, it is set to 2. workspace_name (str): The name of the Argilla workspace. By default, it will use the first available workspace. Usage: @@ -96,12 +96,17 @@ def __init__( api_url: str, api_key: str, workspace_name: Optional[str] = None, - number_of_retrievals: int = 0, + number_of_retrievals: int = 2, ): super().__init__() self.dataset_name = dataset_name self.workspace_name = workspace_name + + if number_of_retrievals < 0: + raise ValueError( + "The number of retrievals must be 0 (to show no retrieved documents) or a positive number." + ) self.number_of_retrievals = number_of_retrievals if (api_url is None and os.getenv("ARGILLA_API_URL") is None) or ( From 105faf7066d71c365867d7dae6913b8b23766c48 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 18 Sep 2024 13:53:45 +0200 Subject: [PATCH 15/27] feat: add independent field for scores --- .../llama_index_handler.py | 24 +++++++++++++++---- tests/test_llama_index_handler.py | 4 ++-- 2 files changed, 21 insertions(+), 7 deletions(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index d275617..c39c252 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -211,7 +211,7 @@ def _initialize_dataset(self): f"as an `integration` issue." ) from e - supported_context_fields = [ + supported_context_fields = ["retrieved_document_scores"] + [ f"retrieved_document_{i+1}" for i in range(self.number_of_retrievals) ] supported_fields = ["chat"] + supported_context_fields + ["time-details"] @@ -224,6 +224,14 @@ def _initialize_dataset(self): def _add_context_fields(self, number_of_retrievals: int) -> List[Any]: """Create the context fields to be added to the dataset.""" + context_scores = [ + TextField( + name="retrieved_document_scores", + title="Retrieved document scores", + use_markdown=True, + required=False, + ) + ] context_fields = [ TextField( name=f"retrieved_document_{doc+1}", @@ -233,7 +241,7 @@ def _add_context_fields(self, number_of_retrievals: int) -> List[Any]: ) for doc in range(number_of_retrievals) ] - return context_fields + return context_scores + context_fields def _add_context_questions(self, number_of_retrievals: int) -> List[Any]: """Create the context questions to be added to the dataset.""" @@ -403,8 +411,15 @@ def _log_to_argilla( "time-details": tree, } if self.number_of_retrievals > 0: + score_keys = filter(lambda k: k.endswith("_score"), fields_info.keys()) text_keys = filter(lambda k: k.endswith("_text"), fields_info.keys()) + scores = "\n".join( + f"{key.replace('_score', '').replace('_', ' ').capitalize()}: {fields_info[key]}" + for key in islice(score_keys, self.number_of_retrievals) + ) + fields["retrieved_document_scores"] = scores + for key in islice(text_keys, self.number_of_retrievals): idx = key.split("_")[-2] fields[f"retrieved_document_{idx}"] = fields_info[key] @@ -454,9 +469,8 @@ def _parse_output( text = getattr(n, "text", "") score = getattr(n, "score", 0) out_metadata[f"retrieved_document_{i+1}_score"] = score - self.fields_info[ - f"retrieved_document_{i+1}_text" - ] = f"DOCUMENT SCORE: {score}\n\n{text}" + self.fields_info[f"retrieved_document_{i+1}_score"] = score + self.fields_info[f"retrieved_document_{i+1}_text"] = text return out_metadata def _process_metadata(self, trace_buffer: List[Dict[str, Any]]) -> Dict[str, Any]: diff --git a/tests/test_llama_index_handler.py b/tests/test_llama_index_handler.py index 019616b..f378d93 100644 --- a/tests/test_llama_index_handler.py +++ b/tests/test_llama_index_handler.py @@ -295,11 +295,11 @@ def test_parse_output_nodes(self): self.assertEqual(out_metadata, expected_metadata) self.assertEqual( self.handler.fields_info["retrieved_document_1_text"], - "DOCUMENT SCORE: 0\n\nDocument 1 text", + "Document 1 text", ) self.assertEqual( self.handler.fields_info["retrieved_document_2_text"], - "DOCUMENT SCORE: 0.8\n\nDocument 2 text", + "Document 2 text", ) @patch("argilla_llama_index.llama_index_handler.TermsMetadataProperty") From 67cea7c93f31ccfcc0fe10d5e25c031091855f13 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Fri, 20 Sep 2024 16:09:28 +0200 Subject: [PATCH 16/27] feat: add ChatField --- .../llama_index_handler.py | 22 +++++++++++-------- 1 file changed, 13 insertions(+), 9 deletions(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index c39c252..c3dfddf 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -23,6 +23,7 @@ from argilla import ( Argilla, + ChatField, Dataset, FloatMetadataProperty, IntegerMetadataProperty, @@ -33,7 +34,8 @@ TextField, TextQuestion, ) -from argilla.markdown import chat_to_html + +# from argilla.markdown import chat_to_html from llama_index.core.base.base_query_engine import BaseQueryEngine from llama_index.core.instrumentation.span.simple import SimpleSpan from llama_index.core.instrumentation.span_handlers import BaseSpanHandler @@ -128,12 +130,13 @@ def _initialize_dataset(self): self.settings = Settings( fields=[ - TextField(name="chat", title="Chat", use_markdown=True, required=True), - # ChatField(name="chat", title="Chat", use_markdown=True, required=True), # TODO: Use ChatField when available. + ChatField(name="chat", title="Chat", use_markdown=False, required=True), ] + self._add_context_fields(self.number_of_retrievals) + [ - TextField(name="time-details", title="Time Details", use_markdown=True), + TextField( + name="time-details", title="Time Details", use_markdown=False + ), ], questions=[ RatingQuestion( @@ -407,7 +410,7 @@ def _log_to_argilla( tree = _create_svg(tree_structure) fields = { - "chat": chat_to_html(message), + "chat": message, "time-details": tree, } if self.number_of_retrievals > 0: @@ -495,11 +498,12 @@ def _process_metadata(self, trace_buffer: List[Dict[str, Any]]) -> Dict[str, Any def _add_metadata_properties(self, metadata: Dict[str, Any]) -> None: """Add metadata properties to the dataset if they do not exist.""" + existing_metadata = [ + existing_metadata.name + for existing_metadata in self.dataset.settings.metadata + ] for mt in metadata.keys(): - if mt not in [ - existing_metadata.name - for existing_metadata in self.dataset.settings.metadata - ]: + if mt not in existing_metadata: if isinstance(metadata[mt], str): self.dataset.settings.metadata.add(TermsMetadataProperty(name=mt)) From 31e43856a342e0ff37a5cc84fb38c500eea27cae Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Fri, 20 Sep 2024 16:18:20 +0200 Subject: [PATCH 17/27] docs: modify images --- docs/assets/UI-screenshot-github.png | Bin 156325 -> 370467 bytes docs/assets/UI-screenshot.png | Bin 132753 -> 306934 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/assets/UI-screenshot-github.png b/docs/assets/UI-screenshot-github.png index 48c399705014ce9783632087f0fddba88f09ddd2..d7e9c7e4d51fb5dddf86f46670606af94dfde9db 100644 GIT binary patch literal 370467 zcmbST1zc3y)+a;|6p&OJ3#GeLP*7jX! zR1a(ALGji1Sf5(15wNQb2_My^pxu9P70(RJJ{l!-FLkwHr@ljo 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tests/test_llama_index_handler.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/tests/test_llama_index_handler.py b/tests/test_llama_index_handler.py index f378d93..4c1f850 100644 --- a/tests/test_llama_index_handler.py +++ b/tests/test_llama_index_handler.py @@ -195,10 +195,7 @@ def test_prepare_to_drop_span(self): @patch("argilla_llama_index.llama_index_handler._create_tree_structure") @patch("argilla_llama_index.llama_index_handler._create_svg") - @patch("argilla_llama_index.llama_index_handler.chat_to_html") - def test_log_to_argilla( - self, mock_chat_to_html, mock_create_svg, mock_create_tree_structure - ): + def test_log_to_argilla(self, mock_create_svg, mock_create_tree_structure): data = self._create_common_data() trace_buffer = [ { @@ -217,7 +214,6 @@ def test_log_to_argilla( "retrieved_document_1_text": "doc1", "retrieved_document_2_text": "doc2", } - mock_chat_to_html.return_value = "chat_html" mock_create_tree_structure.return_value = "tree_structure" mock_create_svg.return_value = "svg_tree" From 396a59f8968bcb8a22e124539ab449defbe33bd6 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:22:51 +0200 Subject: [PATCH 19/27] feat: add logic to handle events --- .../llama_index_handler.py | 263 ++++++++++++------ 1 file changed, 184 insertions(+), 79 deletions(-) diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index c3dfddf..77a2941 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -34,9 +34,40 @@ TextField, TextQuestion, ) - -# from argilla.markdown import chat_to_html -from llama_index.core.base.base_query_engine import BaseQueryEngine +from llama_index.core.instrumentation.event_handlers import BaseEventHandler +from llama_index.core.instrumentation.events import BaseEvent +from llama_index.core.instrumentation.events.agent import ( + AgentChatWithStepEndEvent, + AgentChatWithStepStartEvent, +) +from llama_index.core.instrumentation.events.embedding import ( + EmbeddingStartEvent, +) +from llama_index.core.instrumentation.events.llm import ( + LLMChatInProgressEvent, + LLMChatStartEvent, + LLMCompletionEndEvent, + LLMCompletionStartEvent, + LLMPredictEndEvent, + LLMStructuredPredictEndEvent, +) +from llama_index.core.instrumentation.events.query import ( + QueryEndEvent, + QueryStartEvent, +) +from llama_index.core.instrumentation.events.rerank import ( + ReRankEndEvent, + ReRankStartEvent, +) +from llama_index.core.instrumentation.events.retrieval import ( + RetrievalEndEvent, + RetrievalStartEvent, +) +from llama_index.core.instrumentation.events.synthesis import ( + GetResponseStartEvent, + SynthesizeEndEvent, + SynthesizeStartEvent, +) from llama_index.core.instrumentation.span.simple import SimpleSpan from llama_index.core.instrumentation.span_handlers import BaseSpanHandler @@ -47,9 +78,9 @@ ) -class ArgillaHandler(BaseSpanHandler[SimpleSpan], extra="allow"): +class ArgillaHandler(BaseSpanHandler[SimpleSpan], BaseEventHandler, extra="allow"): """ - Span handler that logs predictions to Argilla. + Handler that logs predictions to Argilla. This handler automatically logs the predictions made with LlamaIndex to Argilla, without the need to create a dataset and log the predictions manually. Events relevant @@ -66,21 +97,22 @@ class ArgillaHandler(BaseSpanHandler[SimpleSpan], extra="allow"): Usage: ```python from llama_index.core import Settings, VectorStoreIndex, SimpleDirectoryReader - import llama_index.core.instrumentation as instrument from llama_index.core.query_engine import RetrieverQueryEngine + from llama_index.core.instrumentation import get_dispatcher from llama_index.core.retrievers import VectorIndexRetriever from llama_index.llms.openai import OpenAI from argilla_llama_index import ArgillaHandler - span_handler = ArgillaHandler( - dataset_name="query_model", + argilla_handler = ArgillaHandler( + dataset_name="query_llama_index", api_url="http://localhost:6900", api_key="argilla.apikey", number_of_retrievals=2, ) - - dispatcher = instrument.get_dispatcher().add_span_handler(span_handler) + root_dispatcher = get_dispatcher() + root_dispatcher.add_span_handler(argilla_handler) + root_dispatcher.add_event_handler(argilla_handler) Settings.llm = OpenAI(model="gpt-3.5-turbo", temperature=0.8, openai_api_key=os.getenv("OPENAI_API_KEY")) @@ -120,7 +152,8 @@ def __init__( ) self.client = Argilla(api_key=api_key, api_url=api_url) - self.trace_buffer: List[SimpleSpan] = [] + self.span_buffer: List[Dict[str, Any]] = [] + self.event_buffer: List[Dict[str, Any]] = [] self.fields_info: Dict[str, Any] = {} self._initialize_dataset() @@ -264,6 +297,93 @@ def class_name(cls) -> str: """Class name.""" return "ArgillaHandler" + def handle(self, event: BaseEvent) -> None: + """ + Logic to handle different events. + + Args: + event (BaseEvent): The event to be handled. + + Returns: + None + """ + metadata = {} + + query_events = { + QueryStartEvent: "query", + AgentChatWithStepStartEvent: "user_msg", + RetrievalStartEvent: "str_or_query_bundle", + ReRankStartEvent: "query", + GetResponseStartEvent: "query_str", + SynthesizeStartEvent: "query", + LLMCompletionStartEvent: "prompt", + LLMChatInProgressEvent: "messages", + } + + response_events = { + QueryEndEvent: "response", + AgentChatWithStepEndEvent: "response", + LLMPredictEndEvent: "output", + LLMStructuredPredictEndEvent: "output", + LLMCompletionEndEvent: "response", + SynthesizeEndEvent: "response", + LLMChatInProgressEvent: "response", + } + + event_type = type(event) + + if event_type in query_events: + if "query" not in self.fields_info: + self.fields_info["query"] = str( + getattr(event, query_events[event_type]) + ) + if event_type == ReRankStartEvent: + metadata["reranker_model"] = event.model_name + + if event_type in response_events: + self.fields_info["response"] = str( + getattr(event, response_events[event_type]) + ) + + if isinstance(event, EmbeddingStartEvent): + metadata["embedding_model"] = event.model_dict.get("model_name", "") + + if isinstance(event, LLMChatStartEvent): + metadata.update( + { + "llm_model": event.model_dict.get("model", ""), + "llm_temperature": event.model_dict.get("temperature", 0), + "llm_max_tokens": event.model_dict.get("max_tokens", 0), + } + ) + + if isinstance(event, (RetrievalEndEvent, ReRankEndEvent)): + for i, n in enumerate(event.nodes, start=1): + idx = f"retrieved_document_{i}" + metadata.update( + { + f"{idx}_file_name": n.metadata.get("file_name", "unknown"), + f"{idx}_file_type": n.metadata.get("file_type", "unknown"), + f"{idx}_file_size": n.metadata.get("file_size", 0), + f"{idx}_start_char": getattr(n.node, "start_char_idx", -1), + f"{idx}_end_char": getattr(n.node, "end_char_idx", -1), + f"{idx}_score": getattr(n, "score", 0), + } + ) + text = getattr(n, "text", "") + self.fields_info[f"{idx}_score"] = metadata[f"{idx}_score"] + self.fields_info[f"{idx}_text"] = text + + self.event_buffer.append( + { + "id_": event.id_, + "event_type": event.class_name(), + "span_id": event.span_id, + "timestamp": event.timestamp.timestamp(), + "metadata": metadata, + } + ) + def new_span( self, id_: str, @@ -293,6 +413,11 @@ def new_span( root_span_id = id_ context_root.set((trace_id, root_span_id)) + if "workflow.run" in id_.lower(): + self.fields_info["query"] = bound_args.kwargs["query"] + if "workflow._done" in id_.lower(): + self.fields_info["response"] = bound_args.kwargs["response"] + return SimpleSpan(id_=id_, parent_id=parent_span_id, tags=tags or {}) def prepare_to_exit_span( @@ -324,37 +449,41 @@ def prepare_to_exit_span( span = cast(SimpleSpan, span) span.end_time = datetime.now() span.duration = round((span.end_time - span.start_time).total_seconds(), 4) - span.metadata = self._parse_output(instance, bound_args, result) - self.trace_buffer.append( + self.span_buffer.append( { "id_": span.id_, "parent_id": span.parent_id, "start_time": span.start_time.timestamp(), "end_time": span.end_time.timestamp(), "duration": span.duration, - "metadata": span.metadata, } ) + with self.lock: + self.completed_spans += [span] + if id_ == root_span_id and any( term.lower() in id_.lower() for term in ["AgentRunner", "QueryEngine"] ): self._log_to_argilla( trace_id=trace_id, - trace_buffer=self.trace_buffer, + span_buffer=self.span_buffer, + event_buffer=self.event_buffer, fields_info=self.fields_info, ) - self.trace_buffer.clear() + self.span_buffer.clear() + self.event_buffer.clear() self.fields_info.clear() context_root.set((None, None)) - elif id_ == root_span_id: - self.trace_buffer.clear() + elif id_ == root_span_id and not any( + term.lower() in id_.lower() for term in ["Workflow.run", "Workflow._done"] + ): + self.span_buffer.clear() + self.event_buffer.clear() self.fields_info.clear() context_root.set((None, None)) - with self.lock: - self.completed_spans += [span] return span def prepare_to_drop_span( @@ -381,32 +510,45 @@ def prepare_to_drop_span( if not trace_id: return None - if id_ == root_span_id: - self.trace_buffer.clear() - self.fields_info.clear() - context_root.set((None, None)) - if id_ in self.open_spans: with self.lock: span = self.open_spans[id_] self.dropped_spans += [span] + + if "workflow.run" in root_span_id.lower(): + self._log_to_argilla( + trace_id=trace_id, + span_buffer=self.span_buffer, + event_buffer=self.event_buffer, + fields_info=self.fields_info, + ) + self.span_buffer.clear() + self.event_buffer.clear() + self.fields_info.clear() + context_root.set((None, None)) + + if id_ == root_span_id: + self.span_buffer.clear() + self.event_buffer.clear() + self.fields_info.clear() + context_root.set((None, None)) + return None def _log_to_argilla( self, trace_id: str, - trace_buffer: List[Dict[str, Any]], + span_buffer: List[Dict[str, Any]], + event_buffer: List[Dict[str, Any]], fields_info: Dict[str, Any], ) -> None: """Logs the data in the trace buffer to Argilla.""" - if not trace_buffer: - return None message = [ {"role": "user", "content": fields_info["query"]}, {"role": "assistant", "content": fields_info["response"]}, ] - tree_structure = _create_tree_structure(trace_buffer) + tree_structure = _create_tree_structure(span_buffer, event_buffer) tree = _create_svg(tree_structure) fields = { @@ -427,72 +569,35 @@ def _log_to_argilla( idx = key.split("_")[-2] fields[f"retrieved_document_{idx}"] = fields_info[key] - metadata = self._process_metadata(trace_buffer) + metadata = self._process_metadata(span_buffer, event_buffer) self._add_metadata_properties(metadata) records = [Record(id=trace_id, fields=fields, metadata=metadata)] self.dataset.records.log(records=records) - def _parse_output( - self, - instance: Optional[Any], - bound_args: inspect.BoundArguments, - result: Optional[Any], + def _process_metadata( + self, span_buffer: List[Dict[str, Any]], event_buffer: List[Dict[str, Any]] ) -> Dict[str, Any]: - """Parse the output of the span to extract metadata.""" - out_metadata = {} - - if isinstance(instance, BaseQueryEngine): - if message := bound_args.arguments.get("message"): - self.fields_info["query"] = message - elif query_bundle := bound_args.arguments.get("query_bundle"): - self.fields_info["query"] = query_bundle.query_str - self.fields_info["response"] = result.response - - if nodes := bound_args.arguments.get("nodes"): - for i, n in enumerate(nodes): - out_metadata[f"retrieved_document_{i+1}_file_name"] = n.metadata.get( - "file_name", "unknown" - ) - out_metadata[f"retrieved_document_{i+1}_file_type"] = n.metadata.get( - "file_type", "unknown" - ) - out_metadata[f"retrieved_document_{i+1}_file_size"] = n.metadata.get( - "file_size", 0 - ) - - node = getattr(n, "node", None) - out_metadata[f"retrieved_document_{i+1}_start_char"] = getattr( - node, "start_char_idx", -1 - ) - out_metadata[f"retrieved_document_{i+1}_end_char"] = getattr( - node, "end_char_idx", -1 - ) - - text = getattr(n, "text", "") - score = getattr(n, "score", 0) - out_metadata[f"retrieved_document_{i+1}_score"] = score - self.fields_info[f"retrieved_document_{i+1}_score"] = score - self.fields_info[f"retrieved_document_{i+1}_text"] = text - return out_metadata - - def _process_metadata(self, trace_buffer: List[Dict[str, Any]]) -> Dict[str, Any]: """Process the metadata to be logged to Argilla.""" metadata_to_log = {} - for span in trace_buffer: + for span in span_buffer: key_prefix = span["id_"].split(".")[0].lower() - metadata_to_log[f"{key_prefix}_start_time"] = span["start_time"] metadata_to_log[f"{key_prefix}_end_time"] = span["end_time"] metadata_to_log[f"{key_prefix}_duration"] = span["duration"] - if span["metadata"]: - metadata_to_log.update(span["metadata"]) + + for event in event_buffer: + key_prefix = event["event_type"].lower() + metadata_to_log[f"{key_prefix}_timestamp"] = event["timestamp"] + if event["metadata"]: + metadata_to_log.update(event["metadata"]) metadata_to_log["total_duration"] = sum( - span["duration"] for span in trace_buffer + span["duration"] for span in span_buffer ) - metadata_to_log["total_spans"] = len(trace_buffer) + metadata_to_log["total_spans"] = len(span_buffer) + metadata_to_log["total_events"] = len(event_buffer) return metadata_to_log From c57c330bc869f1e10268370b6340ab0874f15f70 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:24:22 +0200 Subject: [PATCH 20/27] feat: add events to tree and show in a different color --- src/argilla_llama_index/helpers.py | 28 +++++++++++++++++++++++----- 1 file changed, 23 insertions(+), 5 deletions(-) diff --git a/src/argilla_llama_index/helpers.py b/src/argilla_llama_index/helpers.py index ea2e014..13633fd 100644 --- a/src/argilla_llama_index/helpers.py +++ b/src/argilla_llama_index/helpers.py @@ -15,19 +15,22 @@ from typing import Any, Dict, List, Tuple -def _create_tree_structure(trace_buffer: List[Dict[str, Any]]) -> List[Tuple]: +def _create_tree_structure( # noqa: C901 + span_buffer: List[Dict[str, Any]], event_buffer: List[Dict[str, Any]] +) -> List[Tuple]: """ - Create a tree structure from the trace buffer using the parent_id. + Create a tree structure from the trace buffer using the parent_id and attach events as subnodes. Args: - trace_buffer (List[Dict[str, Any]]): The trace buffer to create the tree structure from. + span_buffer (List[Dict[str, Any]]): The trace buffer to create the tree structure from. + event_buffer (List[Dict[str, Any]]): The event buffer containing events related to spans. Returns: List[Tuple]: The formatted tree structure as a list of tuples. """ nodes = [] - node_dict = {item["id_"]: item.copy() for item in trace_buffer} + node_dict = {item["id_"]: item.copy() for item in span_buffer} for node in node_dict.values(): node["children"] = [] @@ -37,6 +40,13 @@ def _create_tree_structure(trace_buffer: List[Dict[str, Any]]) -> List[Tuple]: if parent_id and parent_id in node_dict: node_dict[parent_id]["children"].append(node) + event_dict = {} + for event in event_buffer: + span_id = event.get("span_id") + if span_id not in event_dict: + event_dict[span_id] = [] + event_dict[span_id].append(event) + def build_tree(node, depth=0): node_name = node["id_"].split(".")[0] node_time = node["duration"] @@ -44,6 +54,13 @@ def build_tree(node, depth=0): row = len(nodes) nodes.append((row, depth, node_name, node_time)) + span_id = node["id_"] + if span_id in event_dict: + for event in event_dict[span_id]: + event_name = event.get("event_type", "Unknown Event") + event_row = len(nodes) + nodes.append((event_row, depth + 1, event_name, "")) + for child in node.get("children", []): build_tree(child, depth + 1) @@ -71,7 +88,7 @@ def _create_svg(data: List[Tuple]) -> str: svg_template = """ - + {node_name} @@ -91,6 +108,7 @@ def _create_svg(data: List[Tuple]) -> str: time_indent=40 * 6.5, font_size_time=40 * 0.4188 - 4, node_time=node_time, + font_color="#cdf1f9" if "event" in node_name.lower() else "#fff", ) for row, indent, node_name, node_time in data ) From 76de037f52a3177dd554eefc6617684284331718 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:24:38 +0200 Subject: [PATCH 21/27] typo --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index bb1b560..496a660 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "hatchling.build" [project] name = "argilla-llama-index" -description = "Argilla-Llama Index Integration" +description = "Argilla-LlamaIndex Integration" readme = "README.md" requires-python = ">=3.8" license = "MIT" From 1295ecff481bc34ac34388ee8240186d910c033a Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:24:54 +0200 Subject: [PATCH 22/27] feat: update helper tests --- tests/test_helpers.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/tests/test_helpers.py b/tests/test_helpers.py index 8530e45..171a159 100644 --- a/tests/test_helpers.py +++ b/tests/test_helpers.py @@ -19,12 +19,13 @@ class TestHelpers(unittest.TestCase): def test_create_tree_structure(self): - input_data = [ + span_data = [ {"id_": "A", "parent_id": None, "duration": "10s"}, {"id_": "B", "parent_id": "A", "duration": "15s"}, {"id_": "C", "parent_id": "A", "duration": "5s"}, {"id_": "D", "parent_id": "B", "duration": "20s"}, ] + event_data = [] expected_output = [ (0, 0, "A", "10s"), (1, 1, "B", "15s"), @@ -32,7 +33,7 @@ def test_create_tree_structure(self): (3, 1, "C", "5s"), ] - result = _create_tree_structure(input_data) + result = _create_tree_structure(span_data, event_data) self.assertEqual(result, expected_output) def test_create_svg(self): From f7fc3222a9958c5a862b1b5c5543d56a3015c8c4 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:25:16 +0200 Subject: [PATCH 23/27] feat: update main tests --- tests/test_llama_index_handler.py | 97 +++++++------------------------ 1 file changed, 21 insertions(+), 76 deletions(-) diff --git a/tests/test_llama_index_handler.py b/tests/test_llama_index_handler.py index 4c1f850..276b42d 100644 --- a/tests/test_llama_index_handler.py +++ b/tests/test_llama_index_handler.py @@ -61,7 +61,8 @@ def setUp(self): number_of_retrievals=self.number_of_retrievals, ) self.handler.open_spans = {} - self.handler.trace_buffer = [] + self.handler.span_buffer = [] + self.handler.event_buffer = [] self.handler.fields_info = {} self.handler.completed_spans = [] self.handler.dropped_spans = [] @@ -145,7 +146,8 @@ def test_initialization(self, mock_initialize_dataset, mock_argilla): self.assertEqual(handler.dataset_name, dataset_name) self.assertEqual(handler.workspace_name, workspace_name) self.assertEqual(handler.number_of_retrievals, number_of_retrievals) - self.assertEqual(handler.trace_buffer, []) + self.assertEqual(handler.span_buffer, []) + self.assertEqual(handler.event_buffer, []) self.assertEqual(handler.fields_info, {}) self.assertIsInstance(handler.client, MagicMock) mock_initialize_dataset.assert_called_once() @@ -167,8 +169,7 @@ def test_new_span(self): self.assertEqual(span.parent_id, data.parent_span_id) self.assertEqual(span.tags, data.tags) - @patch.object(ArgillaHandler, "_parse_output", return_value={"parsed": "output"}) - def test_prepare_to_exit_span(self, mock_parse_output): + def test_prepare_to_exit_span(self): data = self._create_common_data(id_="test_id", with_span=True) self.mock_context_root.get.return_value = (data.trace_id, data.root_span_id) self.handler.open_spans[data.id_] = data.span @@ -177,8 +178,7 @@ def test_prepare_to_exit_span(self, mock_parse_output): self.assertIsNotNone(data.span.end_time) self.assertAlmostEqual(data.span.duration, 5, delta=0.1) - self.assertEqual(data.span.metadata, {"parsed": "output"}) - self.assertEqual(len(self.handler.trace_buffer), 1) + self.assertEqual(len(self.handler.span_buffer), 1) self.assertIn(data.span, self.handler.completed_spans) def test_prepare_to_drop_span(self): @@ -188,7 +188,8 @@ def test_prepare_to_drop_span(self): self.handler.prepare_to_drop_span(id_=data.id_, bound_args=data.bound_args) - self.assertEqual(self.handler.trace_buffer, []) + self.assertEqual(self.handler.span_buffer, []) + self.assertEqual(self.handler.event_buffer, []) self.assertEqual(self.handler.fields_info, {}) self.mock_context_root.set.assert_called_once_with((None, None)) self.assertIn(data.span, self.handler.dropped_spans) @@ -197,7 +198,7 @@ def test_prepare_to_drop_span(self): @patch("argilla_llama_index.llama_index_handler._create_svg") def test_log_to_argilla(self, mock_create_svg, mock_create_tree_structure): data = self._create_common_data() - trace_buffer = [ + span_buffer = [ { "id_": "span_1", "parent_id": None, @@ -205,6 +206,14 @@ def test_log_to_argilla(self, mock_create_svg, mock_create_tree_structure): "start_time": 0, "end_time": 1, "duration": 1, + } + ] + event_buffer = [ + { + "id-": "event_1", + "span_id": "span_1", + "timestamp": 1, + "event_type": "test_event", "metadata": {}, } ] @@ -218,7 +227,10 @@ def test_log_to_argilla(self, mock_create_svg, mock_create_tree_structure): mock_create_svg.return_value = "svg_tree" self.handler._log_to_argilla( - trace_id=data.trace_id, trace_buffer=trace_buffer, fields_info=fields_info + trace_id=data.trace_id, + span_buffer=span_buffer, + event_buffer=event_buffer, + fields_info=fields_info, ) self.handler.dataset.records.log.assert_called_once() @@ -231,73 +243,6 @@ def test_log_to_argilla(self, mock_create_svg, mock_create_tree_structure): self.assertIn(f"retrieved_document_{i}", records[0].fields) self.assertNotIn("retrieved_document_3", records[0].fields) - def test_parse_output_query_engine(self): - data = self._create_common_data(with_instance=True, with_result=True) - - out_metadata = self.handler._parse_output( - instance=data.instance, bound_args=data.bound_args, result=data.result - ) - - self.assertEqual( - self.handler.fields_info["query"], data.bound_args.arguments["message"] - ) - self.assertEqual(self.handler.fields_info["response"], data.result.response) - self.assertEqual(out_metadata, {}) - - def test_parse_output_nodes(self): - node1 = Mock(spec=["metadata", "node", "text"]) - node1.metadata = { - "file_name": "file1.txt", - "file_size": 123, - } - node1.node = Mock(spec=["start_char_idx", "end_char_idx"]) - node1.node.start_char_idx = 0 - node1.node.end_char_idx = 50 - node1.text = "Document 1 text" - - node2 = Mock(spec=["metadata", "node", "text", "score"]) - node2.metadata = { - "file_name": "file2.txt", - "file_type": "text", - "file_size": 456, - } - node2.score = 0.8 - node2.node = Mock(spec=[]) - node2.text = "Document 2 text" - - data = self._create_common_data( - with_instance=True, with_result=True, arguments={"nodes": [node1, node2]} - ) - - out_metadata = self.handler._parse_output( - instance=data.instance, bound_args=data.bound_args, result=data.result - ) - - expected_metadata = { - "retrieved_document_1_file_name": "file1.txt", - "retrieved_document_1_file_type": "unknown", - "retrieved_document_1_file_size": 123, - "retrieved_document_1_score": 0, - "retrieved_document_1_start_char": 0, - "retrieved_document_1_end_char": 50, - "retrieved_document_2_file_name": "file2.txt", - "retrieved_document_2_file_type": "text", - "retrieved_document_2_file_size": 456, - "retrieved_document_2_score": 0.8, - "retrieved_document_2_start_char": -1, - "retrieved_document_2_end_char": -1, - } - - self.assertEqual(out_metadata, expected_metadata) - self.assertEqual( - self.handler.fields_info["retrieved_document_1_text"], - "Document 1 text", - ) - self.assertEqual( - self.handler.fields_info["retrieved_document_2_text"], - "Document 2 text", - ) - @patch("argilla_llama_index.llama_index_handler.TermsMetadataProperty") @patch("argilla_llama_index.llama_index_handler.IntegerMetadataProperty") @patch("argilla_llama_index.llama_index_handler.FloatMetadataProperty") From e20ef1d0e8b90ee1b5acf8755e85fafa2c62ba12 Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:25:37 +0200 Subject: [PATCH 24/27] docs: update previous documentation --- README.md | 13 +++++++------ docs/tutorials/getting_started.ipynb | 15 ++++++++------- .../tutorials/github_rag_llamaindex_argilla.ipynb | 15 ++++++++------- 3 files changed, 23 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 02fc432..e010e58 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ If you already have deployed Argilla, you can skip this step. Otherwise, you can ## Basic Usage -To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the span handler and attach it to the Llama Index dispatcher. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance. +To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the handler and attach it to the LlamaIndex dispatcher. This ensured that the predictions obtained using LlamaIndex are automatically logged to the Argilla instance. - `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated. - `api_url`: The URL to connect to the Argilla instance. @@ -33,20 +33,21 @@ To easily log your data into Argilla within your LlamaIndex workflow, you only n > For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/). ```python -import llama_index.core.instrumentation as instrument +from llama_index.core.instrumentation import get_dispatcher from argilla_llama_index import ArgillaHandler -span_handler = ArgillaHandler( +argilla_handler = ArgillaHandler( dataset_name="query_llama_index", api_url="http://localhost:6900", api_key="argilla.apikey", number_of_retrievals=2, ) - -dispatcher = instrument.get_dispatcher().add_span_handler(span_handler) +root_dispatcher = get_dispatcher() +root_dispatcher.add_span_handler(argilla_handler) +root_dispatcher.add_event_handler(argilla_handler) ``` -Let's log some data into Argilla. With the code below, you can create a basic LlamaIndex workflow. We will use GPT3.5 from OpenAI as our LLM ([OpenAI API key](https://openai.com/blog/openai-api)). Moreover, we will use an example `.txt` file obtained from the [Llama Index documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html). +Let's log some data into Argilla. With the code below, you can create a basic LlamaIndex workflow. We will use GPT3.5 from OpenAI as our LLM ([OpenAI API key](https://openai.com/blog/openai-api)). Moreover, we will use an example `.txt` file obtained from the [LlamaIndex documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html). ```python import os diff --git a/docs/tutorials/getting_started.ipynb b/docs/tutorials/getting_started.ipynb index ce103ed..ac9f4db 100644 --- a/docs/tutorials/getting_started.ipynb +++ b/docs/tutorials/getting_started.ipynb @@ -6,7 +6,7 @@ "source": [ "# ✨🦙 Getting started with Argilla's LlamaIndex Integration\n", "\n", - "In this tutorial, we will show the basic usage of this integration that allows the user to include the feedback loop that Argilla offers into the LlamaIndex ecosystem. It's based on a span handler to be run within the LlamaIndex workflow.\n", + "In this tutorial, we will show the basic usage of this integration that allows the user to include the feedback loop that Argilla offers into the LlamaIndex ecosystem. It's based on the span and event handlers to be run within the LlamaIndex workflow.\n", "\n", "Don't hesitate to check out both [LlamaIndex](https://github.com/run-llama/llama_index) and [Argilla](https://github.com/argilla-io/argilla)\n" ] @@ -53,12 +53,12 @@ "metadata": {}, "outputs": [], "source": [ - "import llama_index.core.instrumentation as instrument\n", "from llama_index.core import (\n", " Settings,\n", " VectorStoreIndex,\n", " SimpleDirectoryReader,\n", ")\n", + "from llama_index.core.instrumentation import get_dispatcher\n", "from llama_index.llms.openai import OpenAI\n", "\n", "from argilla_llama_index import ArgillaHandler" @@ -68,7 +68,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will use GPT3.5 from OpenAI as our LLM. For this, you will need a valid API key from OpenAI. You can have more information and get one via [this link](https://openai.com/blog/openai-api).\n" + "We will use GPT3.5 from OpenAI as our LLM. For this, you will need a valid API key from OpenAI. You can have more information and get one via [this link](https://openai.com/blog/openai-api)." ] }, { @@ -89,7 +89,7 @@ "source": [ "## Set the Argilla's LlamaIndex handler\n", "\n", - "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the span handler and attach it to the Llama Index dispatcher. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance.\n", + "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the Argilla handler and attach it to the Llama Index dispatcher for spans and events. This ensures that the predictions obtained using Llama Index are automatically logged to the Argilla instance, along with the useful metadata.\n", "\n", "- `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated.\n", "- `api_url`: The URL to connect to the Argilla instance.\n", @@ -106,14 +106,15 @@ "metadata": {}, "outputs": [], "source": [ - "span_handler = ArgillaHandler\n", + "argilla_handler = ArgillaHandler(\n", " dataset_name=\"query_llama_index\",\n", " api_url=\"http://localhost:6900\",\n", " api_key=\"argilla.apikey\",\n", " number_of_retrievals=2,\n", ")\n", - "\n", - "dispatcher = instrument.get_dispatcher().add_span_handler(span_handler)" + "root_dispatcher = get_dispatcher()\n", + "root_dispatcher.add_span_handler(argilla_handler)\n", + "root_dispatcher.add_event_handler(argilla_handler)" ] }, { diff --git a/docs/tutorials/github_rag_llamaindex_argilla.ipynb b/docs/tutorials/github_rag_llamaindex_argilla.ipynb index c367ef6..75066fb 100644 --- a/docs/tutorials/github_rag_llamaindex_argilla.ipynb +++ b/docs/tutorials/github_rag_llamaindex_argilla.ipynb @@ -10,7 +10,7 @@ "\n", "This tutorial includes the following steps:\n", "\n", - "- Setting up the Argilla span handler for LlamaIndex.\n", + "- Setting up the Argilla handler for LlamaIndex.\n", "- Initializing a GitHub client\n", "- Creating an index with a specific set of files from the GitHub repository of our choice.\n", "- Create a RAG system out of the Argilla repository, ask questions, and automatically log the answers to Argilla.\n", @@ -61,11 +61,11 @@ "metadata": {}, "outputs": [], "source": [ - "import llama_index.core.instrumentation as instrument\n", "from llama_index.core import (\n", " Settings,\n", " VectorStoreIndex,\n", ")\n", + "from llama_index.core.instrumentation import get_dispatcher\n", "from llama_index.llms.openai import OpenAI\n", "from llama_index.readers.github import (\n", " GithubClient,\n", @@ -103,7 +103,7 @@ "source": [ "## Set the Argilla's LlamaIndex handler\n", "\n", - "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the span handler and attach it to the Llama Index dispatcher. This ensured that the predictions obtained using Llama Index are automatically logged to the Argilla instance.\n", + "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the Argilla handler and attach it to the Llama Index dispatcher for spans and events. This ensures that the predictions obtained using Llama Index are automatically logged to the Argilla instance, along with the useful metadata.\n", "\n", "- `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated.\n", "- `api_url`: The URL to connect to the Argilla instance.\n", @@ -120,14 +120,15 @@ "metadata": {}, "outputs": [], "source": [ - "span_handler = ArgillaHandler(\n", + "argilla_handler = ArgillaHandler(\n", " dataset_name=\"github_query_llama_index\",\n", " api_url=\"http://localhost:6900\",\n", " api_key=\"argilla.apikey\",\n", " number_of_retrievals=2,\n", ")\n", - "\n", - "dispatcher = instrument.get_dispatcher().add_span_handler(span_handler)" + "root_dispatcher = get_dispatcher()\n", + "root_dispatcher.add_span_handler(argilla_handler)\n", + "root_dispatcher.add_event_handler(argilla_handler)" ] }, { @@ -251,7 +252,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The generated response will be automatically logged in our Argilla instance. Check it out! From Argilla you can quickly have a look at your predictions and annotate them, so you can combine both synthetic data and human feedback.\n", + "The generated response will be automatically logged in our Argilla instance. Check it out! From Argilla, you can quickly look at your predictions and annotate them so you can combine both synthetic data and human feedback.\n", "\n", "![Argilla UI](../assets/UI-screenshot-github.png)\n" ] From d761540bc0c2a3b58960198cf91fc81362c6b24c Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:25:55 +0200 Subject: [PATCH 25/27] docs: add new tutorial --- docs/assets/UI-screeshot-workflow.png | Bin 0 -> 505407 bytes docs/assets/screenshot-workflow.png | Bin 0 -> 118833 bytes ...orkflow_step_back_llamaindex_argilla.ipynb | 416 ++++++++++++++++++ 3 files changed, 416 insertions(+) create mode 100644 docs/assets/UI-screeshot-workflow.png create mode 100644 docs/assets/screenshot-workflow.png create mode 100644 docs/tutorials/workflow_step_back_llamaindex_argilla.ipynb diff --git a/docs/assets/UI-screeshot-workflow.png b/docs/assets/UI-screeshot-workflow.png new file mode 100644 index 0000000000000000000000000000000000000000..0e23c951018f87962ed59e4af9d5e359630ebd7c GIT binary 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Models](https://arxiv.org/abs/2310.06117)\" paper.\n", + "\n", + "It includes the following steps:\n", + "\n", + "- Setting up the Argilla handler for LlamaIndex.\n", + "- Designing the step-back workflow.\n", + "- Run the step-back workflow with LlamaIndex and automatically log the responses to Argilla." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Getting started\n", + "\n", + "### Deploy the Argilla server¶\n", + "\n", + "If you already have deployed Argilla, you can skip this step. Otherwise, you can quickly deploy Argilla following [this guide](https://docs.argilla.io/latest/getting_started/quickstart/).\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Set up the environment¶\n", + "\n", + "To complete this tutorial, you need to install this integration.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install \"argilla-llama-index>=2.1.0\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make the required imports:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "from llama_index.core import (\n", + " Settings,\n", + " SimpleDirectoryReader,\n", + " VectorStoreIndex,\n", + ")\n", + "from llama_index.core.instrumentation import get_dispatcher\n", + "from llama_index.core.node_parser import SentenceSplitter\n", + "from llama_index.core.response_synthesizers import ResponseMode\n", + "from llama_index.core.schema import NodeWithScore\n", + "from llama_index.core.workflow import (\n", + " Context,\n", + " StartEvent,\n", + " StopEvent,\n", + " Workflow,\n", + " step,\n", + ")\n", + "\n", + "from llama_index.core import get_response_synthesizer\n", + "from llama_index.core.workflow import Event\n", + "from llama_index.utils.workflow import draw_all_possible_flows\n", + "from llama_index.llms.openai import OpenAI\n", + "\n", + "from argilla_llama_index import ArgillaHandler" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to set the OpenAI API key. The OpenAI API key is required to run queries using GPT models." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "\n", + "os.environ[\"OPENAI_API_KEY\"] = \"sk-...\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set the Argilla's LlamaIndex handler\n", + "\n", + "To easily log your data into Argilla within your LlamaIndex workflow, you only need to initialize the Argilla handler and attach it to the Llama Index dispatcher for spans and events. This ensures that the predictions obtained using Llama Index are automatically logged to the Argilla instance, along with the useful metadata.\n", + "\n", + "- `dataset_name`: The name of the dataset. If the dataset does not exist, it will be created with the specified name. Otherwise, it will be updated.\n", + "- `api_url`: The URL to connect to the Argilla instance.\n", + "- `api_key`: The API key to authenticate with the Argilla instance.\n", + "- `number_of_retrievals`: The number of retrieved documents to be logged. Defaults to 0.\n", + "- `workspace_name`: The name of the workspace to log the data. By default, the first available workspace.\n", + "\n", + "> For more information about the credentials, check the documentation for [users](https://docs.argilla.io/latest/how_to_guides/user/) and [workspaces](https://docs.argilla.io/latest/how_to_guides/workspace/).\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "argilla_handler = ArgillaHandler(\n", + " dataset_name=\"workflow_llama_index\",\n", + " api_url=\"http://localhost:6900\",\n", + " api_key=\"argilla.apikey\",\n", + " number_of_retrievals=2,\n", + ")\n", + "root_dispatcher = get_dispatcher()\n", + "root_dispatcher.add_span_handler(argilla_handler)\n", + "root_dispatcher.add_event_handler(argilla_handler)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define the step-back workflow" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we need to define the two events that will be used in the step-back workflow. The `StepBackEvent` that will receive the step-back query, and the `RetriverEvent` that will receive the relevant nodes for the original and step-back queries after the retrieval." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "class StepBackEvent(Event):\n", + " \"\"\"Get the step-back query\"\"\"\n", + "\n", + " step_back_query: str\n", + "\n", + "class RetrieverEvent(Event):\n", + " \"\"\"Result of running the retrievals\"\"\"\n", + "\n", + " nodes_original: list[NodeWithScore]\n", + " nodes_step_back: list[NodeWithScore]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we will define the prompts according to the original paper to get the step-back query and then get the final response." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "STEP_BACK_TEMPLATE = \"\"\"\n", + "You are an expert at world knowledge. Your task is to step back and\n", + "paraphrase a question to a more generic step-back question, which is\n", + "easier to answer. Here are a few examples:\n", + "\n", + "Original Question: Which position did Knox Cunningham hold from May 1955 to Apr 1956?\n", + "Stepback Question: Which positions have Knox Cunningham held in his career?\n", + "\n", + "Original Question: Who was the spouse of Anna Karina from 1968 to 1974?\n", + "Stepback Question: Who were the spouses of Anna Karina?\n", + "\n", + "Original Question: what is the biggest hotel in las vegas nv as of November 28, 1993\n", + "Stepback Question: what is the size of the hotels in las vegas nv as of November 28, 1993?\n", + "\n", + "Original Question: {original_query}\n", + "Stepback Question:\n", + "\"\"\"\n", + "\n", + "GENERATE_ANSWER_TEMPLATE = \"\"\"\n", + "You are an expert of world knowledge. I am going to ask you a question.\n", + "Your response should be comprehensive and not contradicted with the\n", + "following context if they are relevant. Otherwise, ignore them if they are\n", + "not relevant.\n", + "\n", + "{context_original}\n", + "{context_step_back}\n", + "\n", + "Original Question: {query}\n", + "Answer:\n", + "\"\"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we will define the step-back workflow. In this case, the workflow will be linear. First, we will prompt the LLM to make an abstraction of the original query (step-back prompting). Then, we will retrieve the relevant nodes for the original and step-back queries. Finally, we will prompt the LLM to generate the final response." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "class RAGWorkflow(Workflow):\n", + " @step\n", + " async def step_back(self, ctx: Context, ev: StartEvent) -> StepBackEvent | None:\n", + " \"\"\"Generate the step-back query.\"\"\"\n", + " query = ev.get(\"query\")\n", + " index = ev.get(\"index\")\n", + " \n", + " if not query:\n", + " return None\n", + " \n", + " if not index:\n", + " return None\n", + " \n", + " llm = Settings.llm\n", + " step_back_query = llm.complete(prompt =STEP_BACK_TEMPLATE.format(original_query=query), formatted=True)\n", + "\n", + " await ctx.set(\"query\", query)\n", + " await ctx.set(\"index\", index)\n", + " \n", + " return StepBackEvent(step_back_query=str(step_back_query))\n", + "\n", + " @step\n", + " async def retrieve(\n", + " self, ctx: Context, ev: StepBackEvent\n", + " ) -> RetrieverEvent | None:\n", + " \"Retrieve the relevant nodes for the original and step-back queries.\"\n", + " query = await ctx.get(\"query\", default=None)\n", + " index = await ctx.get(\"index\", default=None)\n", + " \n", + " await ctx.set(\"step_back_query\", ev.step_back_query)\n", + "\n", + " retriever = index.as_retriever(similarity_top_k=2)\n", + " nodes_step_back = await retriever.aretrieve(ev.step_back_query)\n", + " nodes_original = await retriever.aretrieve(query)\n", + "\n", + " return RetrieverEvent(nodes_original=nodes_original, nodes_step_back=nodes_step_back)\n", + "\n", + " @step\n", + " async def synthesize(self, ctx: Context, ev: RetrieverEvent) -> StopEvent:\n", + " \"\"\"Return a response using the contextualized prompt and retrieved nodes.\"\"\"\n", + " nodes_original = ev.nodes_original\n", + " nodes_step_back = ev.nodes_step_back\n", + " \n", + " context_original = max(nodes_original, key=lambda node: node.get_score()).get_text()\n", + " context_step_back = max(nodes_step_back, key=lambda node: node.get_score()).get_text()\n", + " \n", + " query = await ctx.get(\"query\", default=None)\n", + " formatted_query = GENERATE_ANSWER_TEMPLATE.format(\n", + " context_original=context_original,\n", + " context_step_back=context_step_back,\n", + " query=query\n", + " )\n", + " \n", + " response_synthesizer = get_response_synthesizer(\n", + " response_mode=ResponseMode.COMPACT\n", + " )\n", + "\n", + " response =response_synthesizer.synthesize(formatted_query, nodes=ev.nodes_original)\n", + " return StopEvent(result=response)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "draw_all_possible_flows(RAGWorkflow, filename=\"step_back_workflow.html\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![Workflow](../assets/screenshot-workflow.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run the step-back workflow" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will use an example `.txt` file obtained from the [Llama Index documentation](https://docs.llamaindex.ai/en/stable/getting_started/starter_example.html). " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Retrieve the data if needed\n", + "!mkdir -p ../../data\n", + "!curl https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt -o ../../data/paul_graham_essay.txt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, let's create a LlamaIndex index out of this document. As the highest-rated context for the original and step-back query will be included in the final prompt, we will lower the chuck size and use a `SentenceSplitter`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# LLM settings\n", + "Settings.llm = OpenAI(model=\"gpt-3.5-turbo\", temperature=0.8)\n", + "\n", + "# Load the data and create the index\n", + "transformations = [\n", + " SentenceSplitter(chunk_size=256, chunk_overlap=75),\n", + "]\n", + "\n", + "documents = SimpleDirectoryReader(\n", + " \"/Users/sdiazlor/Documents/argilla-llama-index/data\"\n", + ").load_data()\n", + "index = VectorStoreIndex.from_documents(\n", + " documents=documents,\n", + " transformations=transformations,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, let's run the step-back workflow and make a query." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "w = RAGWorkflow()\n", + "\n", + "result = await w.run(query=\"What's Paul's work\", index=index)\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The generated response will be automatically logged in our Argilla instance. Check it out! From Argilla, you can quickly look at your predictions and annotate them so you can combine both synthetic data and human feedback.\n", + "\n", + "![UI](../assets/UI-screeshot-workflow.png)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "argilla-llama", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From aa5c4665f0b4618e7be02af48e7ac7d6fbca657f Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Wed, 2 Oct 2024 03:37:39 +0200 Subject: [PATCH 26/27] update license header --- LICENSE_HEADER | 20 +++++++++---------- src/argilla_llama_index/__init__.py | 20 +++++++++---------- src/argilla_llama_index/helpers.py | 20 +++++++++---------- .../llama_index_handler.py | 20 +++++++++---------- tests/test_helpers.py | 20 +++++++++---------- tests/test_llama_index_handler.py | 20 +++++++++---------- 6 files changed, 60 insertions(+), 60 deletions(-) diff --git a/LICENSE_HEADER b/LICENSE_HEADER index bc08648..034ee43 100644 --- a/LICENSE_HEADER +++ b/LICENSE_HEADER @@ -1,13 +1,13 @@ - Copyright 2021-present, the Recognai S.L. team. +Copyright 2024-present, Argilla, Inc. - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at - http://www.apache.org/licenses/LICENSE-2.0 + http://www.apache.org/licenses/LICENSE-2.0 - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. diff --git a/src/argilla_llama_index/__init__.py b/src/argilla_llama_index/__init__.py index c3a6791..e68593a 100644 --- a/src/argilla_llama_index/__init__.py +++ b/src/argilla_llama_index/__init__.py @@ -1,16 +1,16 @@ -# Copyright 2021-present, the Recognai S.L. team. +# Copyright 2024-present, Argilla, Inc. # -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. __version__ = "2.1.0" diff --git a/src/argilla_llama_index/helpers.py b/src/argilla_llama_index/helpers.py index 13633fd..bf16531 100644 --- a/src/argilla_llama_index/helpers.py +++ b/src/argilla_llama_index/helpers.py @@ -1,16 +1,16 @@ -# Copyright 2021-present, the Recognai S.L. team. +# Copyright 2024-present, Argilla, Inc. # -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. from typing import Any, Dict, List, Tuple diff --git a/src/argilla_llama_index/llama_index_handler.py b/src/argilla_llama_index/llama_index_handler.py index 77a2941..b0131bc 100644 --- a/src/argilla_llama_index/llama_index_handler.py +++ b/src/argilla_llama_index/llama_index_handler.py @@ -1,16 +1,16 @@ -# Copyright 2021-present, the Recognai S.L. team. +# Copyright 2024-present, Argilla, Inc. # -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. import inspect import logging diff --git a/tests/test_helpers.py b/tests/test_helpers.py index 171a159..e201648 100644 --- a/tests/test_helpers.py +++ b/tests/test_helpers.py @@ -1,16 +1,16 @@ -# Copyright 2021-present, the Recognai S.L. team. +# Copyright 2024-present, Argilla, Inc. # -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. import unittest diff --git a/tests/test_llama_index_handler.py b/tests/test_llama_index_handler.py index 276b42d..cbce7bb 100644 --- a/tests/test_llama_index_handler.py +++ b/tests/test_llama_index_handler.py @@ -1,16 +1,16 @@ -# Copyright 2021-present, the Recognai S.L. team. +# Copyright 2024-present, Argilla, Inc. # -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. import inspect import unittest From 7e98a7422dcf6ab256ed6506be99b2830330f4cf Mon Sep 17 00:00:00 2001 From: sdiazlor Date: Mon, 7 Oct 2024 16:29:45 +0200 Subject: [PATCH 27/27] docs: add initial context --- .../tutorials/workflow_step_back_llamaindex_argilla.ipynb | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/docs/tutorials/workflow_step_back_llamaindex_argilla.ipynb b/docs/tutorials/workflow_step_back_llamaindex_argilla.ipynb index d65ba9d..64a2454 100644 --- a/docs/tutorials/workflow_step_back_llamaindex_argilla.ipynb +++ b/docs/tutorials/workflow_step_back_llamaindex_argilla.ipynb @@ -11,9 +11,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This tutorial will show how to use step-back prompting with LlamaIndex workflows for RAG. \n", + "This tutorial will show how to use step-back prompting with LlamaIndex workflows for RAG integrated with Argilla.\n", "\n", - "> This approach is based on the \"[Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models](https://arxiv.org/abs/2310.06117)\" paper.\n", + "This prompting approach is based on \"[Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models](https://arxiv.org/abs/2310.06117)\". This paper suggests that the response can be improved by asking the model to take a step back and reason about the context in a more abstract way. This way, the original query is abstracted and used to retrieved the relevant information. Then, this context along with the original context and query are used to generate the final response. \n", + "\n", + "[Argilla](https://github.com/argilla-io/argilla) is a collaboration tool for AI engineers and domain experts to build high-quality datasets. By doing this, you can analyze and enhance the quality of your data, leading to improved model performance by incorporating human feedback into the loop. The integration will automatically log the query, response, retrieved contexts with their scores, and the full trace (including spans and events), along with relevant metadata in Argilla. By default, you'll have the ability to rate responses, provide feedback, and evaluate the retrieved contexts, ensuring accuracy and preventing any discrepancies.\n", "\n", "It includes the following steps:\n", "\n", @@ -355,7 +357,7 @@ "]\n", "\n", "documents = SimpleDirectoryReader(\n", - " \"/Users/sdiazlor/Documents/argilla-llama-index/data\"\n", + " \"../../data\"\n", ").load_data()\n", "index = VectorStoreIndex.from_documents(\n", " documents=documents,\n",

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