From 6d851651892dcd9b19e32aa0aabea8e9303627e5 Mon Sep 17 00:00:00 2001 From: hajdul88 <52442977+hajdul88@users.noreply.github.com> Date: Tue, 10 Dec 2024 11:07:06 +0100 Subject: [PATCH 01/13] Feature/cog 539 implementing additional retriever approaches (#262) * fix: refactor get_graph_from_model to return nodes and edges correctly * fix: add missing params * fix: remove complex zip usage * fix: add edges to data_point properties * fix: handle rate limit error coming from llm model * fix: fixes lost edges and nodes in get_graph_from_model * fix: fixes database pruning issue in pgvector * fix: fixes database pruning issue in pgvector (#261) * feat: adds code summary embeddings to vector DB * fix: cognee_demo notebook pipeline is not saving summaries * feat: implements first version of codegraph retriever * chore: implements minor changes mostly to make the code production ready * fix: turns off raising duplicated edges unit test as we have these in our current codegraph generation * feat: implements unit tests for description to codepart search * fix: fixes edge property inconsistent access in codepart retriever * chore: implements more precise typing for get_attribute method for cogneegraph * chore: adds spacing to tests and changes the cogneegraph getter names --------- Co-authored-by: Boris Arzentar --- .../modules/graph/cognee_graph/CogneeGraph.py | 2 +- .../graph/cognee_graph/CogneeGraphElements.py | 16 ++- .../description_to_codepart_search.py | 116 ++++++++++++++++++ cognee/tasks/summarization/models.py | 1 + .../unit/modules/graph/cognee_graph_test.py | 13 -- .../test_description_to_codepart_search.py | 76 ++++++++++++ 6 files changed, 208 insertions(+), 16 deletions(-) create mode 100644 cognee/modules/retrieval/description_to_codepart_search.py create mode 100644 cognee/tests/unit/modules/retriever/test_description_to_codepart_search.py diff --git a/cognee/modules/graph/cognee_graph/CogneeGraph.py b/cognee/modules/graph/cognee_graph/CogneeGraph.py index 4c0e265b0..dbfbc7bb7 100644 --- a/cognee/modules/graph/cognee_graph/CogneeGraph.py +++ b/cognee/modules/graph/cognee_graph/CogneeGraph.py @@ -40,7 +40,7 @@ class CogneeGraph(CogneeAbstractGraph): edge.node1.add_skeleton_edge(edge) edge.node2.add_skeleton_edge(edge) else: - raise EntityAlreadyExistsError(message=f"Edge {edge} already exists in the graph.") + print(f"Edge {edge} already exists in the graph.") def get_node(self, node_id: str) -> Node: return self.nodes.get(node_id, None) diff --git a/cognee/modules/graph/cognee_graph/CogneeGraphElements.py b/cognee/modules/graph/cognee_graph/CogneeGraphElements.py index 09d1e84cf..bab0f3bb6 100644 --- a/cognee/modules/graph/cognee_graph/CogneeGraphElements.py +++ b/cognee/modules/graph/cognee_graph/CogneeGraphElements.py @@ -65,6 +65,12 @@ class Node: def get_attribute(self, key: str) -> Union[str, int, float]: return self.attributes[key] + def get_skeleton_edges(self): + return self.skeleton_edges + + def get_skeleton_neighbours(self): + return self.skeleton_neighbours + def __repr__(self) -> str: return f"Node({self.id}, attributes={self.attributes})" @@ -109,8 +115,14 @@ class Edge: def add_attribute(self, key: str, value: Any) -> None: self.attributes[key] = value - def get_attribute(self, key: str, value: Any) -> Union[str, int, float]: - return self.attributes[key] + def get_attribute(self, key: str) -> Optional[Union[str, int, float]]: + return self.attributes.get(key) + + def get_source_node(self): + return self.node1 + + def get_destination_node(self): + return self.node2 def __repr__(self) -> str: direction = "->" if self.directed else "--" diff --git a/cognee/modules/retrieval/description_to_codepart_search.py b/cognee/modules/retrieval/description_to_codepart_search.py new file mode 100644 index 000000000..e1da9a43f --- /dev/null +++ b/cognee/modules/retrieval/description_to_codepart_search.py @@ -0,0 +1,116 @@ +import asyncio +import logging + +from typing import Set, List +from cognee.infrastructure.databases.graph import get_graph_engine +from cognee.infrastructure.databases.vector import get_vector_engine +from cognee.modules.graph.cognee_graph.CogneeGraph import CogneeGraph +from cognee.modules.users.methods import get_default_user +from cognee.modules.users.models import User +from cognee.shared.utils import send_telemetry + + +async def code_description_to_code_part_search(query: str, user: User = None, top_k = 2) -> list: + if user is None: + user = await get_default_user() + + if user is None: + raise PermissionError("No user found in the system. Please create a user.") + + retrieved_codeparts = await code_description_to_code_part(query, user, top_k) + return retrieved_codeparts + + + +async def code_description_to_code_part( + query: str, + user: User, + top_k: int +) -> List[str]: + """ + Maps a code description query to relevant code parts using a CodeGraph pipeline. + + Args: + query (str): The search query describing the code parts. + user (User): The user performing the search. + top_k (int): Number of codegraph descriptions to match ( num of corresponding codeparts will be higher) + + Returns: + Set[str]: A set of unique code parts matching the query. + + Raises: + ValueError: If arguments are invalid. + RuntimeError: If an unexpected error occurs during execution. + """ + if not query or not isinstance(query, str): + raise ValueError("The query must be a non-empty string.") + if top_k <= 0 or not isinstance(top_k, int): + raise ValueError("top_k must be a positive integer.") + + try: + vector_engine = get_vector_engine() + graph_engine = await get_graph_engine() + except Exception as init_error: + logging.error("Failed to initialize engines: %s", init_error, exc_info=True) + raise RuntimeError("System initialization error. Please try again later.") from init_error + + send_telemetry("code_description_to_code_part_search EXECUTION STARTED", user.id) + logging.info("Search initiated by user %s with query: '%s' and top_k: %d", user.id, query, top_k) + + try: + results = await vector_engine.search( + "code_summary_text", query_text=query, limit=top_k + ) + if not results: + logging.warning("No results found for query: '%s' by user: %s", query, user.id) + return [] + + memory_fragment = CogneeGraph() + await memory_fragment.project_graph_from_db( + graph_engine, + node_properties_to_project=['id', 'type', 'text', 'source_code'], + edge_properties_to_project=['relationship_name'] + ) + + code_pieces_to_return = set() + + for node in results: + node_id = str(node.id) + node_to_search_from = memory_fragment.get_node(node_id) + + if not node_to_search_from: + logging.debug("Node %s not found in memory fragment graph", node_id) + continue + + for code_file in node_to_search_from.get_skeleton_neighbours(): + for code_file_edge in code_file.get_skeleton_edges(): + if code_file_edge.get_attribute('relationship_name') == 'contains': + code_pieces_to_return.add(code_file_edge.get_destination_node()) + + logging.info("Search completed for user: %s, query: '%s'. Found %d code pieces.", + user.id, query, len(code_pieces_to_return)) + + return list(code_pieces_to_return) + + except Exception as exec_error: + logging.error( + "Error during code description to code part search for user: %s, query: '%s'. Error: %s", + user.id, query, exec_error, exc_info=True + ) + send_telemetry("code_description_to_code_part_search EXECUTION FAILED", user.id) + raise RuntimeError("An error occurred while processing your request.") from exec_error + + +if __name__ == "__main__": + async def main(): + query = "I am looking for a class with blue eyes" + user = None + try: + results = await code_description_to_code_part_search(query, user) + print("Retrieved Code Parts:", results) + except Exception as e: + print(f"An error occurred: {e}") + + asyncio.run(main()) + + diff --git a/cognee/tasks/summarization/models.py b/cognee/tasks/summarization/models.py index af468fb9d..6fef4fb02 100644 --- a/cognee/tasks/summarization/models.py +++ b/cognee/tasks/summarization/models.py @@ -14,6 +14,7 @@ class TextSummary(DataPoint): class CodeSummary(DataPoint): + __tablename__ = "code_summary" text: str made_from: CodeFile diff --git a/cognee/tests/unit/modules/graph/cognee_graph_test.py b/cognee/tests/unit/modules/graph/cognee_graph_test.py index 6f6165202..6888648c3 100644 --- a/cognee/tests/unit/modules/graph/cognee_graph_test.py +++ b/cognee/tests/unit/modules/graph/cognee_graph_test.py @@ -42,19 +42,6 @@ def test_add_edge_success(setup_graph): assert edge in node2.skeleton_edges -def test_add_duplicate_edge(setup_graph): - """Test adding a duplicate edge raises an exception.""" - graph = setup_graph - node1 = Node("node1") - node2 = Node("node2") - graph.add_node(node1) - graph.add_node(node2) - edge = Edge(node1, node2) - graph.add_edge(edge) - with pytest.raises(EntityAlreadyExistsError, match="Edge .* already exists in the graph."): - graph.add_edge(edge) - - def test_get_node_success(setup_graph): """Test retrieving an existing node.""" graph = setup_graph diff --git a/cognee/tests/unit/modules/retriever/test_description_to_codepart_search.py b/cognee/tests/unit/modules/retriever/test_description_to_codepart_search.py new file mode 100644 index 000000000..4c39883a9 --- /dev/null +++ b/cognee/tests/unit/modules/retriever/test_description_to_codepart_search.py @@ -0,0 +1,76 @@ +import pytest +from unittest.mock import AsyncMock, patch + + + +@pytest.mark.asyncio +async def test_code_description_to_code_part_no_results(): + """Test that code_description_to_code_part handles no search results.""" + + mock_user = AsyncMock() + mock_user.id = "user123" + mock_vector_engine = AsyncMock() + mock_vector_engine.search.return_value = [] + + with patch("cognee.modules.retrieval.description_to_codepart_search.get_vector_engine", return_value=mock_vector_engine), \ + patch("cognee.modules.retrieval.description_to_codepart_search.get_graph_engine", return_value=AsyncMock()), \ + patch("cognee.modules.retrieval.description_to_codepart_search.CogneeGraph", return_value=AsyncMock()): + + from cognee.modules.retrieval.description_to_codepart_search import code_description_to_code_part + result = await code_description_to_code_part("search query", mock_user, 2) + + assert result == [] + + +@pytest.mark.asyncio +async def test_code_description_to_code_part_invalid_query(): + """Test that code_description_to_code_part raises ValueError for invalid query.""" + + mock_user = AsyncMock() + + with pytest.raises(ValueError, match="The query must be a non-empty string."): + from cognee.modules.retrieval.description_to_codepart_search import code_description_to_code_part + await code_description_to_code_part("", mock_user, 2) + + +@pytest.mark.asyncio +async def test_code_description_to_code_part_invalid_top_k(): + """Test that code_description_to_code_part raises ValueError for invalid top_k.""" + + mock_user = AsyncMock() + + with pytest.raises(ValueError, match="top_k must be a positive integer."): + from cognee.modules.retrieval.description_to_codepart_search import code_description_to_code_part + await code_description_to_code_part("search query", mock_user, 0) + + +@pytest.mark.asyncio +async def test_code_description_to_code_part_initialization_error(): + """Test that code_description_to_code_part raises RuntimeError for engine initialization errors.""" + + mock_user = AsyncMock() + + with patch("cognee.modules.retrieval.description_to_codepart_search.get_vector_engine", side_effect=Exception("Engine init failed")), \ + patch("cognee.modules.retrieval.description_to_codepart_search.get_graph_engine", return_value=AsyncMock()): + + from cognee.modules.retrieval.description_to_codepart_search import code_description_to_code_part + with pytest.raises(RuntimeError, match="System initialization error. Please try again later."): + await code_description_to_code_part("search query", mock_user, 2) + + +@pytest.mark.asyncio +async def test_code_description_to_code_part_execution_error(): + """Test that code_description_to_code_part raises RuntimeError for execution errors.""" + + mock_user = AsyncMock() + mock_user.id = "user123" + mock_vector_engine = AsyncMock() + mock_vector_engine.search.side_effect = Exception("Execution error") + + with patch("cognee.modules.retrieval.description_to_codepart_search.get_vector_engine", return_value=mock_vector_engine), \ + patch("cognee.modules.retrieval.description_to_codepart_search.get_graph_engine", return_value=AsyncMock()), \ + patch("cognee.modules.retrieval.description_to_codepart_search.CogneeGraph", return_value=AsyncMock()): + + from cognee.modules.retrieval.description_to_codepart_search import code_description_to_code_part + with pytest.raises(RuntimeError, match="An error occurred while processing your request."): + await code_description_to_code_part("search query", mock_user, 2) From 55a0374705f8e64f26cb1821dd081c780640aa31 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Tue, 10 Dec 2024 13:41:59 +0100 Subject: [PATCH 02/13] Create autoupdate.yaml --- .github/workflows/autoupdate.yaml | 60 +++++++++++++++++++++++++++++++ 1 file changed, 60 insertions(+) create mode 100644 .github/workflows/autoupdate.yaml diff --git a/.github/workflows/autoupdate.yaml b/.github/workflows/autoupdate.yaml new file mode 100644 index 000000000..9eae66125 --- /dev/null +++ b/.github/workflows/autoupdate.yaml @@ -0,0 +1,60 @@ +# Configuration: https://dependabot.com/docs/config-file/ +# Docs: https://docs.github.com/en/github/administering-a-repository/keeping-your-dependencies-updated-automatically + + +version: 2 + +updates: + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 + + - package-ecosystem: "github-actions" + directory: "/" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 + + - package-ecosystem: "docker" + directory: "/docker" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 + + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 + ignore: + - dependency-name: "poetry" # If you want to manage Poetry updates manually, you can specify here + + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + - match: + dependency-name: "poetry" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 From bc5b6d46329a1fbd1d37bb7c2139235d8c3cdc34 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Tue, 10 Dec 2024 14:02:00 +0100 Subject: [PATCH 03/13] Delete .github/workflows/autoupdate.yaml --- .github/workflows/autoupdate.yaml | 60 ------------------------------- 1 file changed, 60 deletions(-) delete mode 100644 .github/workflows/autoupdate.yaml diff --git a/.github/workflows/autoupdate.yaml b/.github/workflows/autoupdate.yaml deleted file mode 100644 index 9eae66125..000000000 --- a/.github/workflows/autoupdate.yaml +++ /dev/null @@ -1,60 +0,0 @@ -# Configuration: https://dependabot.com/docs/config-file/ -# Docs: https://docs.github.com/en/github/administering-a-repository/keeping-your-dependencies-updated-automatically - - -version: 2 - -updates: - - package-ecosystem: "pip" - directory: "/" - schedule: - interval: "weekly" - allow: - - dependency-type: "all" - commit-message: - prefix: ":arrow_up:" - open-pull-requests-limit: 50 - - - package-ecosystem: "github-actions" - directory: "/" - schedule: - interval: "weekly" - allow: - - dependency-type: "all" - commit-message: - prefix: ":arrow_up:" - open-pull-requests-limit: 50 - - - package-ecosystem: "docker" - directory: "/docker" - schedule: - interval: "weekly" - allow: - - dependency-type: "all" - commit-message: - prefix: ":arrow_up:" - open-pull-requests-limit: 50 - - - package-ecosystem: "pip" - directory: "/" - schedule: - interval: "weekly" - allow: - - dependency-type: "all" - commit-message: - prefix: ":arrow_up:" - open-pull-requests-limit: 50 - ignore: - - dependency-name: "poetry" # If you want to manage Poetry updates manually, you can specify here - - - package-ecosystem: "pip" - directory: "/" - schedule: - interval: "weekly" - allow: - - dependency-type: "all" - - match: - dependency-name: "poetry" - commit-message: - prefix: ":arrow_up:" - open-pull-requests-limit: 50 From e7793b6389352f51d7f6fe320291dfbc577616fb Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Tue, 10 Dec 2024 14:03:26 +0100 Subject: [PATCH 04/13] Create dependabot.yaml --- .github/dependabot.yaml | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 .github/dependabot.yaml diff --git a/.github/dependabot.yaml b/.github/dependabot.yaml new file mode 100644 index 000000000..29d448cbb --- /dev/null +++ b/.github/dependabot.yaml @@ -0,0 +1,35 @@ +# Configuration: https://dependabot.com/docs/config-file/ +# Docs: https://docs.github.com/en/github/administering-a-repository/keeping-your-dependencies-updated-automatically + +version: 2 + +updates: + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 + + - package-ecosystem: "github-actions" + directory: "/" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 + + - package-ecosystem: "docker" + directory: "/docker" + schedule: + interval: "weekly" + allow: + - dependency-type: "all" + commit-message: + prefix: ":arrow_up:" + open-pull-requests-limit: 50 From b70fb7c3feff2117d88f3b70d35e99706673457f Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Tue, 10 Dec 2024 14:04:33 +0100 Subject: [PATCH 05/13] Update dependabot.yaml --- .github/dependabot.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/dependabot.yaml b/.github/dependabot.yaml index 29d448cbb..6c83d20c2 100644 --- a/.github/dependabot.yaml +++ b/.github/dependabot.yaml @@ -25,7 +25,7 @@ updates: open-pull-requests-limit: 50 - package-ecosystem: "docker" - directory: "/docker" + directory: "/" schedule: interval: "weekly" allow: From 38e11f93da070de89909bd2849b92de8e0c2036a Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Tue, 10 Dec 2024 14:12:08 +0100 Subject: [PATCH 06/13] Create community_greetings.yml Added community greetings --- .github/workflows/community_greetings.yml | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 .github/workflows/community_greetings.yml diff --git a/.github/workflows/community_greetings.yml b/.github/workflows/community_greetings.yml new file mode 100644 index 000000000..b480ed111 --- /dev/null +++ b/.github/workflows/community_greetings.yml @@ -0,0 +1,16 @@ +name: community | Greetings + +on: [pull_request, issues] + +jobs: + greeting: + runs-on: ubuntu-latest + steps: + - uses: actions/first-interaction@v1 + with: + repo-token: ${{ secrets.GITHUB_TOKEN }} + pr-message: 'Hello @${{ github.actor }}, thank you for submitting a PR! We will respond as soon as possible.' + issue-message: | + Hello @${{ github.actor }}, thank you for your interest in our work! + + If this is a bug report, please provide screenshots and **minimum viable code to reproduce your issue**, otherwise we can not help you. From 4f2745504c64857f0ea0466ff3974180dab1a874 Mon Sep 17 00:00:00 2001 From: alekszievr <44192193+alekszievr@users.noreply.github.com> Date: Tue, 10 Dec 2024 19:16:12 +0100 Subject: [PATCH 07/13] Calculate official hotpot EM and F1 scores (#292) --- evals/deepeval_metrics.py | 82 +++++++++++++++--- .../{llm_as_a_judge.py => eval_on_hotpot.py} | 6 +- evals/official_hotpot_metrics.py | 86 +++++++++++++++++++ 3 files changed, 161 insertions(+), 13 deletions(-) rename evals/{llm_as_a_judge.py => eval_on_hotpot.py} (93%) create mode 100644 evals/official_hotpot_metrics.py diff --git a/evals/deepeval_metrics.py b/evals/deepeval_metrics.py index 03f9f6dba..b07d2e1ac 100644 --- a/evals/deepeval_metrics.py +++ b/evals/deepeval_metrics.py @@ -1,14 +1,72 @@ -from deepeval.metrics import GEval -from deepeval.test_case import LLMTestCaseParams +from deepeval.metrics import BaseMetric, GEval +from deepeval.test_case import LLMTestCase, LLMTestCaseParams + +from evals.official_hotpot_metrics import exact_match_score, f1_score correctness_metric = GEval( - name="Correctness", - model="gpt-4o-mini", - evaluation_params=[ - LLMTestCaseParams.ACTUAL_OUTPUT, - LLMTestCaseParams.EXPECTED_OUTPUT - ], - evaluation_steps=[ - "Determine whether the actual output is factually correct based on the expected output." - ] - ) + name="Correctness", + model="gpt-4o-mini", + evaluation_params=[ + LLMTestCaseParams.ACTUAL_OUTPUT, + LLMTestCaseParams.EXPECTED_OUTPUT + ], + evaluation_steps=[ + "Determine whether the actual output is factually correct based on the expected output." + ] +) + + +class f1_score_metric(BaseMetric): + + """F1 score taken directly from the official hotpot benchmark + implementation and wrapped into a deepeval metric.""" + + def __init__(self, threshold: float = 0.5): + self.threshold = threshold + + def measure(self, test_case: LLMTestCase): + f1, precision, recall = f1_score( + prediction=test_case.actual_output, + ground_truth=test_case.expected_output, + ) + self.score = f1 + self.success = self.score >= self.threshold + return self.score + + # Reusing regular measure as async F1 score is not implemented + async def a_measure(self, test_case: LLMTestCase): + return self.measure(test_case) + + def is_successful(self): + return self.success + + @property + def __name__(self): + return "Official hotpot F1 score" + +class em_score_metric(BaseMetric): + + """Exact Match score taken directly from the official hotpot benchmark + implementation and wrapped into a deepeval metric.""" + + def __init__(self, threshold: float = 0.5): + self.threshold = threshold + + def measure(self, test_case: LLMTestCase): + self.score = exact_match_score( + prediction=test_case.actual_output, + ground_truth=test_case.expected_output, + ) + self.success = self.score >= self.threshold + return self.score + + # Reusing regular measure as async F1 score is not implemented + async def a_measure(self, test_case: LLMTestCase): + return self.measure(test_case) + + def is_successful(self): + return self.success + + @property + def __name__(self): + return "Official hotpot EM score" \ No newline at end of file diff --git a/evals/llm_as_a_judge.py b/evals/eval_on_hotpot.py similarity index 93% rename from evals/llm_as_a_judge.py rename to evals/eval_on_hotpot.py index 4deee7d7d..e07e80e0c 100644 --- a/evals/llm_as_a_judge.py +++ b/evals/eval_on_hotpot.py @@ -111,7 +111,9 @@ if __name__ == "__main__": parser.add_argument("--with_cognee", action="store_true") parser.add_argument("--num_samples", type=int, default=500) - parser.add_argument("--metric", type=str, default="correctness_metric") + parser.add_argument("--metric", type=str, default="correctness_metric", + help="Valid options are Deepeval metrics (e.g. AnswerRelevancyMetric) \ + and metrics defined in evals/deepeval_metrics.py, e.g. f1_score_metric") args = parser.parse_args() @@ -120,6 +122,8 @@ if __name__ == "__main__": metric = metric_cls() except AttributeError: metric = getattr(evals.deepeval_metrics, args.metric) + if isinstance(metric, type): + metric = metric() if args.with_cognee: answer_provider = answer_with_cognee diff --git a/evals/official_hotpot_metrics.py b/evals/official_hotpot_metrics.py new file mode 100644 index 000000000..b598e90d3 --- /dev/null +++ b/evals/official_hotpot_metrics.py @@ -0,0 +1,86 @@ +""" +These are the official evaluation metrics for HotpotQA taken from https://hotpotqa.github.io/ +""" + +import re +import string +import sys +from collections import Counter + +import ujson as json + + +def normalize_answer(s): + + def remove_articles(text): + return re.sub(r'\b(a|an|the)\b', ' ', text) + + def white_space_fix(text): + return ' '.join(text.split()) + + def remove_punc(text): + exclude = set(string.punctuation) + return ''.join(ch for ch in text if ch not in exclude) + + def lower(text): + return text.lower() + + return white_space_fix(remove_articles(remove_punc(lower(s)))) + + +def f1_score(prediction, ground_truth): + normalized_prediction = normalize_answer(prediction) + normalized_ground_truth = normalize_answer(ground_truth) + + ZERO_METRIC = (0, 0, 0) + + if normalized_prediction in ['yes', 'no', 'noanswer'] and normalized_prediction != normalized_ground_truth: + return ZERO_METRIC + if normalized_ground_truth in ['yes', 'no', 'noanswer'] and normalized_prediction != normalized_ground_truth: + return ZERO_METRIC + + prediction_tokens = normalized_prediction.split() + ground_truth_tokens = normalized_ground_truth.split() + common = Counter(prediction_tokens) & Counter(ground_truth_tokens) + num_same = sum(common.values()) + if num_same == 0: + return ZERO_METRIC + precision = 1.0 * num_same / len(prediction_tokens) + recall = 1.0 * num_same / len(ground_truth_tokens) + f1 = (2 * precision * recall) / (precision + recall) + return f1, precision, recall + + +def exact_match_score(prediction, ground_truth): + return (normalize_answer(prediction) == normalize_answer(ground_truth)) + +def update_answer(metrics, prediction, gold): + em = exact_match_score(prediction, gold) + f1, prec, recall = f1_score(prediction, gold) + metrics['em'] += float(em) + metrics['f1'] += f1 + metrics['prec'] += prec + metrics['recall'] += recall + return em, prec, recall + +def update_sp(metrics, prediction, gold): + cur_sp_pred = set(map(tuple, prediction)) + gold_sp_pred = set(map(tuple, gold)) + tp, fp, fn = 0, 0, 0 + for e in cur_sp_pred: + if e in gold_sp_pred: + tp += 1 + else: + fp += 1 + for e in gold_sp_pred: + if e not in cur_sp_pred: + fn += 1 + prec = 1.0 * tp / (tp + fp) if tp + fp > 0 else 0.0 + recall = 1.0 * tp / (tp + fn) if tp + fn > 0 else 0.0 + f1 = 2 * prec * recall / (prec + recall) if prec + recall > 0 else 0.0 + em = 1.0 if fp + fn == 0 else 0.0 + metrics['sp_em'] += em + metrics['sp_f1'] += f1 + metrics['sp_prec'] += prec + metrics['sp_recall'] += recall + return em, prec, recall From dd42b99a20302d9fd1cb15067c45d1ee5cb3cddd Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 11 Dec 2024 09:14:21 +0000 Subject: [PATCH 08/13] :arrow_up: Bump SethCohen/github-releases-to-discord Bumps [SethCohen/github-releases-to-discord](https://github.com/sethcohen/github-releases-to-discord) from 1.15.0 to 1.16.2. - [Release notes](https://github.com/sethcohen/github-releases-to-discord/releases) - [Changelog](https://github.com/SethCohen/github-releases-to-discord/blob/master/CHANGELOG.md) - [Commits](https://github.com/sethcohen/github-releases-to-discord/compare/v1.15.0...v1.16.2) --- updated-dependencies: - dependency-name: SethCohen/github-releases-to-discord dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] --- .github/workflows/release_discord_action.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release_discord_action.yml b/.github/workflows/release_discord_action.yml index 472687214..7b3ae845d 100644 --- a/.github/workflows/release_discord_action.yml +++ b/.github/workflows/release_discord_action.yml @@ -11,7 +11,7 @@ jobs: - name: Checkout uses: actions/checkout@v3 - name: Github Releases To Discord - uses: SethCohen/github-releases-to-discord@v1.15.0 + uses: SethCohen/github-releases-to-discord@v1.16.2 with: webhook_url: ${{ secrets.WEBHOOK_URL }} color: "2105893" From 12b35826cc28f12646ab43a109bf7f6b06923e29 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 11 Dec 2024 09:14:23 +0000 Subject: [PATCH 09/13] :arrow_up: Bump actions/cache from 3 to 4 Bumps [actions/cache](https://github.com/actions/cache) from 3 to 4. - [Release notes](https://github.com/actions/cache/releases) - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md) - [Commits](https://github.com/actions/cache/compare/v3...v4) --- updated-dependencies: - dependency-name: actions/cache dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] --- .github/workflows/py_lint.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/py_lint.yml b/.github/workflows/py_lint.yml index 761e0ff5d..07b6e8803 100644 --- a/.github/workflows/py_lint.yml +++ b/.github/workflows/py_lint.yml @@ -52,7 +52,7 @@ jobs: - name: Load cached venv id: cached-poetry-dependencies - uses: actions/cache@v3 + uses: actions/cache@v4 with: path: .venv key: venv-${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/poetry.lock') }} From 90a618d9abb1af9af685a39edb492df8fcd5bcb9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 11 Dec 2024 09:38:11 +0000 Subject: [PATCH 10/13] :arrow_up: Bump sentry-sdk from 2.19.0 to 2.19.2 Bumps [sentry-sdk](https://github.com/getsentry/sentry-python) from 2.19.0 to 2.19.2. - [Release notes](https://github.com/getsentry/sentry-python/releases) - [Changelog](https://github.com/getsentry/sentry-python/blob/master/CHANGELOG.md) - [Commits](https://github.com/getsentry/sentry-python/compare/2.19.0...2.19.2) --- updated-dependencies: - dependency-name: sentry-sdk dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- poetry.lock | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index dcba97b55..ad159d05f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -2893,6 +2893,8 @@ optional = false python-versions = "*" files = [ {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"}, + {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"}, + {file = "jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6"}, ] [package.dependencies] @@ -7183,13 +7185,13 @@ win32 = ["pywin32"] [[package]] name = "sentry-sdk" -version = "2.19.0" +version = "2.19.2" description = "Python client for Sentry (https://sentry.io)" optional = false python-versions = ">=3.6" files = [ - {file = "sentry_sdk-2.19.0-py2.py3-none-any.whl", hash = "sha256:7b0b3b709dee051337244a09a30dbf6e95afe0d34a1f8b430d45e0982a7c125b"}, - {file = "sentry_sdk-2.19.0.tar.gz", hash = "sha256:ee4a4d2ae8bfe3cac012dcf3e4607975904c137e1738116549fc3dbbb6ff0e36"}, + {file = "sentry_sdk-2.19.2-py2.py3-none-any.whl", hash = "sha256:ebdc08228b4d131128e568d696c210d846e5b9d70aa0327dec6b1272d9d40b84"}, + {file = "sentry_sdk-2.19.2.tar.gz", hash = "sha256:467df6e126ba242d39952375dd816fbee0f217d119bf454a8ce74cf1e7909e8d"}, ] [package.dependencies] From 7e3e5003385a75f190be74d0a530761fe6aa46bf Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 11 Dec 2024 09:40:23 +0000 Subject: [PATCH 11/13] :arrow_up: Bump ruff from 0.2.2 to 0.8.2 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.2.2 to 0.8.2. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/v0.2.2...0.8.2) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] --- poetry.lock | 43 +++++++++++++++++++++++-------------------- pyproject.toml | 2 +- 2 files changed, 24 insertions(+), 21 deletions(-) diff --git a/poetry.lock b/poetry.lock index dcba97b55..ff59f29ef 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -2893,6 +2893,8 @@ optional = false python-versions = "*" files = [ {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"}, + {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"}, + {file = "jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6"}, ] [package.dependencies] @@ -6889,28 +6891,29 @@ files = [ [[package]] name = "ruff" -version = "0.2.2" +version = "0.8.2" description = "An extremely fast Python linter and code formatter, written in Rust." optional = false python-versions = ">=3.7" files = [ - {file = "ruff-0.2.2-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:0a9efb032855ffb3c21f6405751d5e147b0c6b631e3ca3f6b20f917572b97eb6"}, - {file = "ruff-0.2.2-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d450b7fbff85913f866a5384d8912710936e2b96da74541c82c1b458472ddb39"}, - 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docs/concepts/llm_structured_outputs.md | 8 - docs/concepts/multilayer_graph_networks.md | 1 - docs/concepts/propositions.md | 11 - docs/conceptual_overview.md | 87 ----- docs/configuration.md | 93 ------ docs/data_engineering_llm_ops.md | 32 -- docs/data_ingestion.md | 46 --- docs/img/architecture.png | Bin 78435 -> 0 bytes docs/img/bad_architecture.png | Bin 46458 -> 0 bytes docs/img/enrichment.png | Bin 24572 -> 0 bytes docs/img/good_architecture.png | Bin 41256 -> 0 bytes docs/img/graph_example.png | Bin 59999 -> 0 bytes docs/img/graph_structure.png | Bin 77919 -> 0 bytes docs/img/linguistic_analysis.png | Bin 63594 -> 0 bytes docs/img/loaders.png | Bin 31009 -> 0 bytes docs/img/pipelines.png | Bin 113951 -> 0 bytes docs/img/roadmap.png | Bin 71252 -> 0 bytes docs/img/sources.png | Bin 26060 -> 0 bytes docs/img/team.png | Bin 128985 -> 0 bytes docs/img/vector_dbs.png | Bin 438537 -> 0 bytes docs/index.md | 31 -- docs/learning/graph.md | 0 docs/learning/graph_example.png | Bin 38730 -> 0 bytes docs/learning/loader.md | 0 docs/learning/search.md | 0 docs/learning/sources.md | 0 docs/learning/vector.md | 0 docs/local_models.md | 60 ---- docs/overrides/main.html | 17 - .../integrations/analytics/segment.html | 15 - docs/pipelines.md | 81 ----- docs/quickstart.md | 69 ---- docs/rags.md | 78 ----- docs/research.md | 62 ---- docs/search.md | 21 -- docs/stylesheets/extra.css | 51 --- docs/team.md | 4 - docs/why.md | 29 -- mkdocs.yml | 152 --------- 47 files changed, 1438 deletions(-) delete mode 100644 .github/workflows/daily_pypi_download_stats.yaml delete mode 100644 .github/workflows/get_docs_changes.yml delete mode 100644 .github/workflows/mkdocs.yml delete mode 100644 .github/workflows/posthog_pipeline.yaml delete mode 100644 docs/api_reference.md delete mode 100644 docs/assets/favicon.png delete mode 100644 docs/assets/logo.png delete mode 100644 docs/concepts/graph_data_models.md delete mode 100644 docs/concepts/llm_structured_outputs.md delete mode 100644 docs/concepts/multilayer_graph_networks.md delete mode 100644 docs/concepts/propositions.md delete mode 100644 docs/conceptual_overview.md delete mode 100644 docs/configuration.md delete mode 100644 docs/data_engineering_llm_ops.md delete mode 100644 docs/data_ingestion.md delete mode 100644 docs/img/architecture.png delete mode 100644 docs/img/bad_architecture.png delete mode 100644 docs/img/enrichment.png delete mode 100644 docs/img/good_architecture.png delete mode 100644 docs/img/graph_example.png delete mode 100644 docs/img/graph_structure.png delete mode 100644 docs/img/linguistic_analysis.png delete mode 100644 docs/img/loaders.png delete mode 100644 docs/img/pipelines.png delete mode 100644 docs/img/roadmap.png delete mode 100644 docs/img/sources.png delete mode 100644 docs/img/team.png delete mode 100644 docs/img/vector_dbs.png delete mode 100644 docs/index.md delete mode 100644 docs/learning/graph.md delete mode 100644 docs/learning/graph_example.png delete mode 100644 docs/learning/loader.md delete mode 100644 docs/learning/search.md delete mode 100644 docs/learning/sources.md delete mode 100644 docs/learning/vector.md delete mode 100644 docs/local_models.md delete mode 100644 docs/overrides/main.html delete mode 100644 docs/overrides/partials/integrations/analytics/segment.html delete mode 100644 docs/pipelines.md delete mode 100644 docs/quickstart.md delete mode 100644 docs/rags.md delete mode 100644 docs/research.md delete mode 100644 docs/search.md delete mode 100644 docs/stylesheets/extra.css delete mode 100644 docs/team.md delete mode 100644 docs/why.md delete mode 100644 mkdocs.yml diff --git a/.github/workflows/daily_pypi_download_stats.yaml b/.github/workflows/daily_pypi_download_stats.yaml deleted file mode 100644 index 5192eb960..000000000 --- a/.github/workflows/daily_pypi_download_stats.yaml +++ /dev/null @@ -1,36 +0,0 @@ -name: analytics | Update Cognee Stats Daily - -on: - schedule: - - cron: '0 1 * * *' # Runs every day at 01:00 UTC - -jobs: - update_stats: - runs-on: ubuntu-latest - - steps: - - name: Checkout Repository - uses: actions/checkout@v3 - with: - persist-credentials: false - - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.x' - - - name: Install Dependencies - run: | - pip install requests posthog - - - name: Run Update Script - env: - POSTHOG_API_KEY: ${{ secrets.POSTHOG_API_KEY }} - POSTHOG_API_HOST: ${{ secrets.POSTHOG_API_HOST }} - run: | - cd tools # Change to the 'tools' directory - echo "Current working directory after changing to tools:" - pwd # Print the working directory again - echo "List of folders in the tools directory:" - ls -la # List all files and folders in the 'tools' directory - python daily_pypi_downloads.py # Run the script \ No newline at end of file diff --git a/.github/workflows/get_docs_changes.yml b/.github/workflows/get_docs_changes.yml deleted file mode 100644 index 5ac194d9e..000000000 --- a/.github/workflows/get_docs_changes.yml +++ /dev/null @@ -1,49 +0,0 @@ -name: util | get docs changes - -on: - workflow_call: - outputs: - changes_outside_docs: - description: "Changes outside docs" - value: ${{ jobs.get_docs_changes.outputs.changes_outside_docs }} - -env: - EXCLUDED_FILE_PATTERNS: '^docs/|^README.md|^CONTRIBUTING.md|^LICENSE\.txt|\.editorconfig|\.gitignore|get_docs_changes.yml' - - -jobs: - get_docs_changes: - name: docs changes - runs-on: ubuntu-latest - outputs: - changes_outside_docs: ${{ steps.check_changes.outputs.changes_outside_docs }} - - steps: - - name: Checkout code - uses: actions/checkout@master - with: - fetch-depth: 0 - - - name: Check changes outside docs - id: check_changes - run: | - echo "base.sha: ${{ github.event.pull_request.base.sha }}" - echo "head.sha: ${{ github.event.pull_request.head.sha }}" - - merge_base_sha=$(git merge-base ${{ github.event.pull_request.base.sha }} ${{ github.event.pull_request.head.sha }}) - - echo "merge_base_sha: $merge_base_sha" - - changes_outside_docs=$( - git diff --name-only $merge_base_sha ${{ github.event.pull_request.head.sha }} \ - | grep -vE "${{ env.EXCLUDED_FILE_PATTERNS }}" || true - ) - - echo $changes_outside_docs - if [ -z "$changes_outside_docs" ]; then - echo "No changes outside docs. Skipping tests." - echo "changes_outside_docs=false" >> $GITHUB_OUTPUT - else - echo "Changes detected outside docs." - echo "changes_outside_docs=true" >> $GITHUB_OUTPUT - fi \ No newline at end of file diff --git a/.github/workflows/mkdocs.yml b/.github/workflows/mkdocs.yml deleted file mode 100644 index 08a123c6b..000000000 --- a/.github/workflows/mkdocs.yml +++ /dev/null @@ -1,56 +0,0 @@ -name: util docs | build and deploy - -on: - pull_request: - branches: - - main - workflow_dispatch: - -concurrency: - group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} - cancel-in-progress: true - -env: - RUNTIME__LOG_LEVEL: ERROR - -permissions: - contents: write - -jobs: - get_docs_changes: - name: run docs changes - uses: ./.github/workflows/get_docs_changes.yml - deploy: - runs-on: ubuntu-latest - needs: get_docs_changes - if: needs.get_docs_changes.outputs.changes_outside_docs == 'false' - - steps: - - name: Checkout code - uses: actions/checkout@master - - - name: Install Poetry - uses: snok/install-poetry@v1.3.1 - - - name: Use output - run: echo "The stage is finished" - - - name: Setup Python - uses: actions/setup-python@v5 - with: - python-version: '3.11.x' - - - name: Install APT packages - run: | - sudo apt-get update && - sudo apt-get install pngquant - - - name: Install via Poetry - run: poetry install --with dev,docs - env: - GH_TOKEN: ${{ secrets.PAT_FOR_CROSS_REPOS_CICD_TRIGGERING }} - - - name: Build and deploy MkDocs - run: poetry run mkdocs gh-deploy --force - env: - DOCS_SEGMENT_KEY: ${{ secrets.DOCS_SEGMENT_KEY }} diff --git a/.github/workflows/posthog_pipeline.yaml b/.github/workflows/posthog_pipeline.yaml deleted file mode 100644 index 1e34ee8cf..000000000 --- a/.github/workflows/posthog_pipeline.yaml +++ /dev/null @@ -1,44 +0,0 @@ -name: analytics | Push GitHub Data to PostHog - -on: - schedule: - - cron: '0 0 * * *' # Runs every day at midnight - workflow_dispatch: - -jobs: - push-data: - runs-on: ubuntu-latest - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.x' - - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install requests posthog - - - name: Print working directory, list folders, and run script - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - POSTHOG_API_KEY: ${{ secrets.POSTHOG_API_KEY }} - POSTHOG_HOST: ${{ secrets.POSTHOG_HOST }} - GITHUB_REPOSITORY: ${{ github.repository }} - run: | - echo "Current working directory:" - pwd # Print the current working directory - echo "List of folders in the current directory:" - ls -la # List all files and folders in the current directory - echo "Changing to tools directory..." - cd tools # Change to the 'tools' directory - echo "Current working directory after changing to tools:" - pwd # Print the working directory again - echo "List of folders in the tools directory:" - ls -la # List all files and folders in the 'tools' directory - python push_to_posthog.py # Run the script - diff --git a/docs/api_reference.md b/docs/api_reference.md deleted file mode 100644 index b0fda0b19..000000000 --- a/docs/api_reference.md +++ /dev/null @@ -1,299 +0,0 @@ -# Cognee API Reference - -## Overview - -The Cognee API provides a set of endpoints for managing datasets, performing cognitive tasks, and configuring various settings in the system. The API is built on FastAPI and includes multiple routes to handle different functionalities. This reference outlines the available endpoints and their usage. - -## Base URL - -The base URL for all API requests is determined by the server's deployment environment. Typically, this will be: - -- **Development**: `http://localhost:8000` -- **Production**: Depending on your server setup. - -## Endpoints - -### 1. Root - -- **URL**: `/` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Root endpoint that returns a welcome message. - - **Response**: - ```json - { - "status": 200, - "body": { - "message": "Hello, World, I am alive!" - } - } - ``` - -### 2. Health Check - -- **URL**: `/health` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Health check endpoint that returns the server status. - - **Response**: - ```json - { - "status": 200 - } - ``` - -### 3. Get Datasets - -- **URL**: `/datasets` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Retrieve a list of available datasets. - - **Response**: - ```json - { - "status": 200, - "body": [ - { - "id": "dataset_id_1", - "name": "Dataset Name 1", - "description": "Description of Dataset 1", - ... - }, - ... - ] - } - ``` - -### 4. Delete Dataset - -- **URL**: `/datasets/{dataset_id}` -- **Method**: `DELETE` -- **Auth Required**: No -- **Description**: Delete a specific dataset by its ID. - - **Path Parameters**: - - `dataset_id`: The ID of the dataset to delete. - - **Response**: - ```json - { - "status": 200 - } - ``` - -### 5. Get Dataset Graph - -- **URL**: `/datasets/{dataset_id}/graph` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Retrieve the graph visualization URL for a specific dataset. - - **Path Parameters**: - - `dataset_id`: The ID of the dataset. - - **Response**: - ```json - "http://example.com/path/to/graph" - ``` - -### 6. Get Dataset Data - -- **URL**: `/datasets/{dataset_id}/data` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Retrieve data associated with a specific dataset. - - **Path Parameters**: - - `dataset_id`: The ID of the dataset. - - **Response**: - ```json - { - "status": 200, - "body": [ - { - "data_id": "data_id_1", - "content": "Data content here", - ... - }, - ... - ] - } - ``` - -### 7. Get Dataset Status - -- **URL**: `/datasets/status` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Retrieve the status of one or more datasets. - - **Query Parameters**: - - `dataset`: A list of dataset IDs to check status for. - - **Response**: - ```json - { - "status": 200, - "body": { - "dataset_id_1": "Status 1", - "dataset_id_2": "Status 2", - ... - } - } - ``` - -### 8. Get Raw Data - -- **URL**: `/datasets/{dataset_id}/data/{data_id}/raw` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Retrieve the raw data file for a specific data entry in a dataset. - - **Path Parameters**: - - `dataset_id`: The ID of the dataset. - - `data_id`: The ID of the data entry. - - **Response**: Raw file download. - -### 9. Add Data - -- **URL**: `/add` -- **Method**: `POST` -- **Auth Required**: No -- **Description**: Add new data to a dataset. The data can be uploaded from a file or a URL. - - **Form Parameters**: - - `datasetId`: The ID of the dataset to add data to. - - `data`: A list of files to upload. - - **Request** - ```json - { - "dataset_id": "ID_OF_THE_DATASET_TO_PUT_DATA_IN", // Optional, we use "main" as default. - "files": File[] - } - ``` - - **Response**: - ```json - { - "status": 200 - } - ``` - -### 10. Cognify - -- **URL**: `/cognify` -- **Method**: `POST` -- **Auth Required**: No -- **Description**: Perform cognitive processing on the specified datasets. - - **Request Body**: - ```json - { - "datasets": ["ID_OF_THE_DATASET_1", "ID_OF_THE_DATASET_2", ...] - } - ``` - - **Response**: - ```json - { - "status": 200 - } - ``` - -### 11. Search - -- **URL**: `/search` -- **Method**: `POST` -- **Auth Required**: No -- **Description**: Search for nodes in the graph based on the provided query parameters. - - **Request Body**: - ```json - { - "searchType": "INSIGHTS", // Or "SUMMARIES" or "CHUNKS" - "query": "QUERY_TO_MATCH_DATA" - } - ``` - - **Response** - - For "INSIGHTS" search type: - ```json - { - "status": 200, - "body": [[ - { "name" "source_node_name" }, - { "relationship_name" "between_nodes_relationship_name" }, - { "name" "target_node_name" }, - ]] - } - ``` - - For "SUMMARIES" search type: - ```json - { - "status": 200, - "body": [ - { "text" "summary_text" }, - { "text" "summary_text" }, - { "text" "summary_text" }, - ... - ] - } - ``` - - For "CHUNKS" search type: - ```json - { - "status": 200, - "body": [ - { "text" "chunk_text" }, - { "text" "chunk_text" }, - { "text" "chunk_text" }, - ... - ] - } - ``` - -### 12. Get Settings - -- **URL**: `/settings` -- **Method**: `GET` -- **Auth Required**: No -- **Description**: Retrieve the current system settings. - - **Response**: - ```json - { - "status": 200, - "body": { - "llm": {...}, - "vectorDB": {...}, - ... - } - } - ``` - -### 13. Save Settings - -- **URL**: `/settings` -- **Method**: `POST` -- **Auth Required**: No -- **Description**: Save new settings for the system, including LLM and vector DB configurations. - - **Request Body**: - - `llm`: Optional. The configuration for the LLM provider. - - `vectorDB`: Optional. 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zR30B!z9;Jwy{DOh9c&7+L6rFSDFvvZL%;aAX3r4U=L@oRFoXXVBMWwcX;!&~3)Zd0cJM+}L5gzbT(k}L823?|iQ69S zhQ9Wi9BIaY^+jA7Q9D>al!DD+;6h%>nfj#Y^LKr0}ilQh7oGIWA@h6xXQWQl| zz8z2V4)%0{STtmzq9_XD%m72MfHtHkigJm-ngKYrz-OdK1H34Ta(UojUrk{K7~-B3 zMNuw|R`~svQLr*QQWQnGG+-C7a-y26q9~UM(k^24VU75P6h%=k5y(Rf`U+N#4Xc4) zlxM{cq$n~{3PC>E_Rsd(xzL4*q9~V3A`P~JjijY0ilX#Em<_fw0~k^iMNx)<-L2(I z4YjW-ilX>~=>rQZs2M;}6eSE;f7l%k8xB}oy;s4iD3<>N{R-?|RBQ|T00000NkvXX Hu0mjf=@0h- diff --git a/docs/concepts/graph_data_models.md b/docs/concepts/graph_data_models.md deleted file mode 100644 index f5f25c463..000000000 --- a/docs/concepts/graph_data_models.md +++ /dev/null @@ -1,6 +0,0 @@ -Graph data models are fundamental structures used to represent and store data in the form of graphs, which consist of nodes (or vertices) and edges (or links). This model is particularly effective for illustrating relationships and connections among various data entities, making it invaluable in domains such as social networks, recommendation systems, logistics, biological networks, and more. Here's an overview of key concepts and types of graph data models: - -Key Concepts: -Nodes (Vertices): Represent entities or objects within the graph, such as people in a social network, stations in a transportation map, or proteins in biological networks. -Edges (Links): Depict the relationships or interactions between nodes. Edges can be directed (indicating a one-way relationship) or undirected (indicating a mutual relationship). -Properties: Both nodes and edges can have properties (key-value pairs) that provide additional information, such as weights, types, or other attributes relevant to the application. \ No newline at end of file diff --git a/docs/concepts/llm_structured_outputs.md b/docs/concepts/llm_structured_outputs.md deleted file mode 100644 index b2fcedf98..000000000 --- a/docs/concepts/llm_structured_outputs.md +++ /dev/null @@ -1,8 +0,0 @@ -Function calling in the context of Large Language Models (LLMs) like GPT-3, GPT-4, and their derivatives extends beyond traditional programming paradigms. In this scenario, function calling involves prompting the LLM to simulate the behavior of a function within its generated output. This capability allows users to interact with LLMs in a structured way, effectively requesting specific operations or information retrieval tasks by framing their prompts as function calls. - -How LLM Function Calling Works: -Prompt Construction: The user constructs a prompt that mimics a function call in programming. This prompt includes the "name" of the function (often a description of the task) and the "arguments" (the specific inputs or conditions for the task). For example, a prompt might look like "Generate a summary for the following article:" followed by the article text. - -LLM Interpretation: The LLM interprets this structured prompt and understands it as a request to perform a specific task, similar to how a function in a program would be invoked. The model then generates an output that aligns with the expected behavior of the function described in the prompt. - -Parameters and Outputs: In LLM function calling, the parameters are the details provided in the prompt, and the output is the generated text that the model produces in response. This output is intended to fulfill the function's "purpose" as inferred from the prompt. \ No newline at end of file diff --git a/docs/concepts/multilayer_graph_networks.md b/docs/concepts/multilayer_graph_networks.md deleted file mode 100644 index 0481c0d8b..000000000 --- a/docs/concepts/multilayer_graph_networks.md +++ /dev/null @@ -1 +0,0 @@ -A multilayer graph network is a sophisticated structure used to model complex systems where entities and their interactions can exist in multiple layers, each representing a different type of relationship, context, or domain. Unlike traditional graphs that capture connections in a single, uniform setting, multilayer graphs provide a more nuanced framework, allowing for the representation of diverse interconnections and dependencies across various dimensions or layers. \ No newline at end of file diff --git a/docs/concepts/propositions.md b/docs/concepts/propositions.md deleted file mode 100644 index 82b06bf5b..000000000 --- a/docs/concepts/propositions.md +++ /dev/null @@ -1,11 +0,0 @@ - -Propositions are fundamental elements in the study of logic, linguistics, and natural language processing. They represent atomic expressions within texts that encapsulate distinct factoids, conveying specific pieces of information. In essence, a proposition is a declarative statement that can either be true or false, but not both simultaneously. -This binary nature makes propositions crucial for logical deductions, reasoning, and the construction of arguments. - -In a natural language context, propositions are presented in a concise and self-contained format. -They are designed to convey information clearly and unambiguously, making them easily interpretable by humans and computable by machines. For example, the statement "The Eiffel Tower is in Paris" is a proposition because it presents a specific fact about the location of the Eiffel Tower, and its truth value can be assessed as either true or false. - -The concept of propositions extends beyond mere statements of fact to include assertions about concepts, relationships, and conditions. -For instance, "If it rains, the ground gets wet" is a conditional proposition that establishes a cause-and-effect relationship between two events. - -In computational linguistics and natural language processing, propositions are vital for tasks such as information extraction, knowledge representation, and question answering. \ No newline at end of file diff --git a/docs/conceptual_overview.md b/docs/conceptual_overview.md deleted file mode 100644 index f82ac22bc..000000000 --- a/docs/conceptual_overview.md +++ /dev/null @@ -1,87 +0,0 @@ -# Conceptual Overview - cognee - -## Introduction - -!!! info "What is cognee?" - cognee is a data processing framework that enables LLMs to produce deterministic and traceable outputs. - - -cognee assists developers in introducing greater predictability and management into their Retrieval-Augmented Generation (RAG) workflows through the use of graph architectures, vector stores, and auto-optimizing pipelines. - -Displaying information as a graph is the clearest way to grasp the content of your documents. Crucially, graphs allow systematic navigation and extraction of data from documents based on their hierarchy. -## Core Concepts - - -### Concept 1: Data Pipelines -Most of the data we provide to a system can be categorized as unstructured, semi-structured, or structured. Rows from a database would belong to structured data, jsons to semi-structured data, and logs that we input into the system could be considered unstructured. -To organize and process this data, we need to ensure we have custom loaders for all data types, which can help us unify and organize it properly. -
-![Data Pipelines](img/pipelines.png) -
Data Pipeline Example
-
- -In the example above, we have a pipeline in which data has been imported from various sources, normalized, and stored in a database. Relevant identifiers and relationships between the data are also created in this process. -To create an effective data pipeline for processing various types of data—structured, semi-structured, and unstructured—it’s crucial to understand each type's specific handling and processing needs. Let's expand on the concepts involved in setting up such a data pipeline. - -Data Types and Their Handling -- Structured Data: This includes data that adheres to a fixed schema, such as rows in a relational database or data in CSV files. The processing of structured data typically involves SQL queries for extraction, transformations through simple functions or procedures, and loading into destination tables or databases. - -- Semi-structured Data: JSON files, XML, or even some APIs' data fit this category. These data types don't have a rigid schema but have some organizational properties that can be exploited. Semi-structured data often requires parsers that can navigate its structure (like trees for XML or key-value pairs for JSON) to extract necessary information. Libraries such as json in Python or lxml for XML handling can be very useful here. - -- Unstructured Data: This category includes text files, logs, or even images and videos. - - -### Concept 2: Data Enrichment with LLMs -LLMs are adept at processing unstructured data. They can easily extract summaries, keywords, and other useful information from documents. We use function calling with Pydantic models to extract information from the unstructured data. -
-![Data Enrichment](img/enrichment.png) -
Data Enrichment Example
-
-We decompose the loaded content into graphs, allowing us to more precisely map out the relationships between entities and concepts. - -### Concept 3: Graphs -Knowledge graphs simply map out knowledge, linking specific facts and their connections. -When Large Language Models (LLMs) process text, they infer these links, leading to occasional inaccuracies due to their probabilistic nature. - -Clearly defined relationships enhance their accuracy. - -This structured approach can extend beyond concepts to document layouts, pages, or other organizational schemas. -
-![Graph structure](img/graph_structure.png) -
Graph Structure
-
- -### Concept 4: Vector and Graph Retrieval -Cognee lets you use multiple vector and graph retrieval methods to find the most relevant information. -!!! info "Learn more?" - Check out learning materials to see how you can use these methods in your projects. -### Concept 5: Auto-Optimizing Pipelines -Integrating knowledge graphs into Retrieval-Augmented Generation (RAG) pipelines leads to an intriguing outcome: the system's adeptness at contextual understanding allows it to be evaluated in a way Machine Learning (ML) engineers are accustomed to. - -This involves bombarding the RAG system with hundreds of synthetic questions, enabling the knowledge graph to evolve and refine its context autonomously over time. - -This method paves the way for developing self-improving memory engines that can adapt to new data and user feedback. - -## Architecture Overview -A high-level diagram of cognee's architecture, illustrating the main components and their interactions. - -
-![Architecture](img/architecture.png) -
Architecture
-
- -Main components: - -- **Data Pipelines**: Responsible for ingesting, processing, and transforming data from various sources. -- **LLMs**: Large Language Models that process unstructured data and generate text. -- **Graph Store**: Knowledge graphs that represent relationships between entities and concepts. -- **Vector Store**: Database that stores vector representations of data for efficient retrieval. -- **Search**: Retrieves relevant information from the knowledge graph and vector stores. - -## How It Fits Into Your Projects - -!!! info "How cognee fits into your projects" - cognee is a self-contained library that simplifies the process of loading and structuring data in LLMs. - -By integrating cognee into your data pipelines, you can leverage the power of LLMs, knowledge graphs, and vector retrieval to create accurate and explainable AI solutions. -cognee provides a self-contained library that simplifies the process of loading and structuring LLM context, enabling you to create accurate and explainable AI solutions. diff --git a/docs/configuration.md b/docs/configuration.md deleted file mode 100644 index 91ec6ecba..000000000 --- a/docs/configuration.md +++ /dev/null @@ -1,93 +0,0 @@ -# Configuration - - - -## 🚀 Configure Vector and Graph Stores - -You can configure the vector and graph stores using the environment variables in your .env file or programmatically. -We use [Pydantic Settings](https://docs.pydantic.dev/latest/concepts/pydantic_settings/#dotenv-env-support) - -We have a global configuration object (cognee.config) and individual configurations on pipeline and data store levels - -Check available configuration options: -``` python -from cognee.infrastructure.databases.vector import get_vectordb_config -from cognee.infrastructure.databases.graph.config import get_graph_config -from cognee.infrastructure.databases.relational import get_relational_config -from cognee.infrastructure.llm.config import get_llm_config -print(get_vectordb_config().to_dict()) -print(get_graph_config().to_dict()) -print(get_relational_config().to_dict()) -print(get_llm_config().to_dict()) - -``` - -Setting the environment variables in your .env file, and Pydantic will pick them up: - -```bash -GRAPH_DATABASE_PROVIDER = 'lancedb' - -``` -Otherwise, you can set the configuration yourself: - -```python -cognee.config.set_llm_provider('ollama') -``` - -## 🚀 Getting Started with Local Models - -You'll need to run the local model on your machine or use one of the providers hosting the model. -!!! note "We had some success with mixtral, but 7b models did not work well. We recommend using mixtral for now." - -### Ollama - -Set up Ollama by following instructions on [Ollama website](https://ollama.com/) - - -Set the environment variable in your .env to use the model - -```bash -LLM_PROVIDER = 'ollama' - -``` -Otherwise, you can set the configuration for the model: - -```bash -cognee.config.set_llm_provider('ollama') - -``` -You can also set the HOST and model name: - -```bash -cognee.config.set_llm_endpoint("http://localhost:11434/v1") -cognee.config.set_llm_model("mistral:instruct") -``` - - -### Anyscale - -```bash -LLM_PROVIDER = 'custom' - -``` -Otherwise, you can set the configuration for the model: - -```bash -cognee.config.set_llm_provider('custom') - -``` -You can also set the HOST and model name: -```bash -LLM_MODEL = "mistralai/Mixtral-8x7B-Instruct-v0.1" -LLM_ENDPOINT = "https://api.endpoints.anyscale.com/v1" -LLM_API_KEY = "your_api_key" -``` - -You can set the same way HOST and model name for any other provider that has an API endpoint. - - - - - - - diff --git a/docs/data_engineering_llm_ops.md b/docs/data_engineering_llm_ops.md deleted file mode 100644 index bbd408b97..000000000 --- a/docs/data_engineering_llm_ops.md +++ /dev/null @@ -1,32 +0,0 @@ -# Data Engineering and LLMOps - -!!! tip "This is a work in progress and any feedback is welcome" - -## Table of Contents -1. [Data Engineering](#data-engineering) -2. [Large Language Model Operations (LLM Ops)](#large-language-model-operations-llm-ops) - -## Data Engineering - -Data Engineering focuses on managing and analyzing big data. It revolves around five key aspects: - -### Volume -The size and amount of data that companies manage and analyze. - -### Value -The insights and patterns derived from data that lead to business benefits. - -### Variety -The diversity of data types, including unstructured, semi-structured, and raw data. - -### Velocity -The speed at which data is received, stored, and managed. - -### Veracity -The accuracy or truthfulness of data. - -## Large Language Model Operations (LLM Ops) - -The emerging field of Large Language Model Operations (LLM Ops) inherits many practices from data engineering. LLM Ops involves the deployment, monitoring, and maintenance of systems using LLMs to manage and build new generation of AI powered applications. - -For more in-depth information on LLM Ops, see [Resource Name](link-to-resource). \ No newline at end of file diff --git a/docs/data_ingestion.md b/docs/data_ingestion.md deleted file mode 100644 index ff2e7309b..000000000 --- a/docs/data_ingestion.md +++ /dev/null @@ -1,46 +0,0 @@ -# How data ingestion with cognee works - - - - -# Why bother with data ingestion? - -In order to use cognee, you need to ingest data into the cognee data store. -This data can be events, customer data, or third-party data. - -In order to build reliable models and pipelines, we need to structure and process various types of datasets and data sources in the same way. -Some of the operations like normalization, deduplication, and data cleaning are common across all data sources. - - -This is where cognee comes in. It provides a unified interface to ingest data from various sources and process it in a consistent way. -For this we use dlt (Data Loading Tool) which is a part of cognee infrastructure. - - -# Example - -Let's say you have a dataset of customer reviews in a PDF file. You want to ingest this data into cognee and use it to train a model. - -You can use the following code to ingest the data: - -```python -dataset_name = "artificial_intelligence" - -ai_text_file_path = os.path.join(pathlib.Path(__file__).parent, "test_data/artificial-intelligence.pdf") -await cognee.add([ai_text_file_path], dataset_name) - -``` - -cognee uses dlt to ingest the data and allows you to use: - -1. SQL databases. Supports PostgreSQL, MySQL, MS SQL Server, BigQuery, Redshift, and more. -2. REST API generic source. Loads data from REST APIs using declarative configuration. -3. OpenAPI source generator. Generates a source from an OpenAPI 3.x spec using the REST API source. -4. Cloud and local storage. Retrieves data from AWS S3, Google Cloud Storage, Azure Blob Storage, local files, and more. - - - -# What happens under the hood? - -We use dlt as a loader to ingest data into the cognee metadata store. 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