Merge branch 'dev' into fix_issue_with_base_config

cognee/base_config.py

@@ -1,4 +1,5 @@
 import os
+from pathlib import Path
 from typing import Optional
 from functools import lru_cache
 from cognee.root_dir import get_absolute_path, ensure_absolute_path
@@ -11,7 +12,9 @@ class BaseConfig(BaseSettings):
     data_root_directory: str = get_absolute_path(".data_storage")
     system_root_directory: str = get_absolute_path(".cognee_system")
     cache_root_directory: str = get_absolute_path(".cognee_cache")
-    logs_root_directory: str = os.getenv("COGNEE_LOGS_DIR", "/tmp/cognee_logs")
+    logs_root_directory: str = os.getenv(
+        "COGNEE_LOGS_DIR", str(os.path.join(os.path.dirname(os.path.dirname(__file__)), "logs"))
+    )
     monitoring_tool: object = Observer.NONE
 
     @pydantic.model_validator(mode="after")
@@ -31,14 +34,8 @@ class BaseConfig(BaseSettings):
         # Require absolute paths for root directories
         self.data_root_directory = ensure_absolute_path(self.data_root_directory)
         self.system_root_directory = ensure_absolute_path(self.system_root_directory)
-        # logs_root_directory may be outside project root; keep as-is if absolute or make absolute if relative
+        self.logs_root_directory = ensure_absolute_path(self.logs_root_directory)
-        try:
+
-            if not os.path.isabs(self.logs_root_directory):
-                # If relative, place under current working directory
-                self.logs_root_directory = os.path.abspath(self.logs_root_directory)
-        except Exception:
-            # If anything goes wrong, fall back to /tmp/cognee_logs
-            self.logs_root_directory = "/tmp/cognee_logs"
         # Set monitoring tool based on available keys
         if self.langfuse_public_key and self.langfuse_secret_key:
             self.monitoring_tool = Observer.LANGFUSE

cognee/infrastructure/llm/prompts/extract_query_time.txt

@@ -1,15 +1,13 @@
-For the purposes of identifying timestamps in a query, you are tasked with extracting relevant timestamps from the query.
+You are tasked with identifying relevant time periods where the answer to a given query should be searched.
-## Timestamp requirements
+Current date is:  `{{ time_now }}`. Determine relevant period(s) and return structured intervals.
-- If the query contains interval extrack both starts_at and ends_at  properties
+
-- If the query contains an instantaneous timestamp, starts_at and ends_at should be the same
+Extraction rules:
-- If the query its open-ended (before 2009 or after 2009), the corresponding non defined end of the time should be none
+
-    -For example: "before 2009" -- starts_at: None, ends_at: 2009 or  "after 2009" -- starts_at: 2009, ends_at: None
+1. Query without specific timestamp: use the time period with starts_at set to None and ends_at set to now.
-- Put always the data that comes first in time as starts_at and the timestamps that comes second in time as ends_at
+2. Explicit time intervals: If the query specifies a range (e.g., from 2010 to 2020, between January and March 2023), extract both start and end dates. Always assign the earlier date to starts_at and the later date to ends_at.
-- If starts_at or ends_at cannot be extracted both of them has to be None
+3. Single timestamp: If the query refers to one specific moment (e.g., in 2015, on March 5, 2022), set starts_at and ends_at to that same timestamp.
-## Output Format
+4. Open-ended time references: For phrases such as "before X" or "after X", represent the unspecified side as None. For example: before 2009 → starts_at: None, ends_at: 2009; after 2009 → starts_at: 2009, ends_at: None.
-Your reply should be a JSON: list of dictionaries with the following structure:
+5. Current-time references ("now", "current", "today"): If the query explicitly refers to the present, set both starts_at and ends_at to now (the ingestion timestamp).
-```python
+6. "Who is" and "Who was" questions: These imply a general identity or biographical inquiry without a specific temporal scope. Set both starts_at and ends_at to None.
-class QueryInterval(BaseModel):
+7. Ordering rule: Always ensure the earlier date is assigned to starts_at and the later date to ends_at.
-    starts_at: Optional[Timestamp] = None
+8. No temporal information: If no valid or inferable time reference is found, set both starts_at and ends_at to None.
-    ends_at: Optional[Timestamp] = None
-```

cognee/modules/ontology/get_default_ontology_resolver.py

@@ -21,7 +21,8 @@ def get_ontology_resolver_from_env(
             Supported value: "rdflib".
         matching_strategy (str): The matching strategy to apply.
             Supported value: "fuzzy".
-        ontology_file_path (str): Path to the ontology file required for the resolver.
+        ontology_file_path (str): Path to the ontology file(s) required for the resolver.
+            Can be a single path or comma-separated paths for multiple files.
 
     Returns:
         BaseOntologyResolver: An instance of the requested ontology resolver.
@@ -31,8 +32,13 @@ def get_ontology_resolver_from_env(
             or if required parameters are missing.
     """
     if ontology_resolver == "rdflib" and matching_strategy == "fuzzy" and ontology_file_path:
+        if "," in ontology_file_path:
+            file_paths = [path.strip() for path in ontology_file_path.split(",")]
+        else:
+            file_paths = ontology_file_path
+
         return RDFLibOntologyResolver(
-            matching_strategy=FuzzyMatchingStrategy(), ontology_file=ontology_file_path
+            matching_strategy=FuzzyMatchingStrategy(), ontology_file=file_paths
         )
     else:
         raise EnvironmentError(

cognee/modules/ontology/rdf_xml/RDFLibOntologyResolver.py

@@ -2,7 +2,7 @@ import os
 import difflib
 from cognee.shared.logging_utils import get_logger
 from collections import deque
-from typing import List, Tuple, Dict, Optional, Any
+from typing import List, Tuple, Dict, Optional, Any, Union
 from rdflib import Graph, URIRef, RDF, RDFS, OWL
 
 from cognee.modules.ontology.exceptions import (
@@ -26,22 +26,50 @@ class RDFLibOntologyResolver(BaseOntologyResolver):
 
     def __init__(
         self,
-        ontology_file: Optional[str] = None,
+        ontology_file: Optional[Union[str, List[str]]] = None,
         matching_strategy: Optional[MatchingStrategy] = None,
     ) -> None:
         super().__init__(matching_strategy)
         self.ontology_file = ontology_file
         try:
-            if ontology_file and os.path.exists(ontology_file):
+            files_to_load = []
+            if ontology_file is not None:
+                if isinstance(ontology_file, str):
+                    files_to_load = [ontology_file]
+                elif isinstance(ontology_file, list):
+                    files_to_load = ontology_file
+                else:
+                    raise ValueError(
+                        f"ontology_file must be a string, list of strings, or None. Got: {type(ontology_file)}"
+                    )
+
+            if files_to_load:
                 self.graph = Graph()
-                self.graph.parse(ontology_file)
+                loaded_files = []
-                logger.info("Ontology loaded successfully from file: %s", ontology_file)
+                for file_path in files_to_load:
+                    if os.path.exists(file_path):
+                        self.graph.parse(file_path)
+                        loaded_files.append(file_path)
+                        logger.info("Ontology loaded successfully from file: %s", file_path)
+                    else:
+                        logger.warning(
+                            "Ontology file '%s' not found. Skipping this file.",
+                            file_path,
+                        )
+
+                if not loaded_files:
+                    logger.info(
+                        "No valid ontology files found. No owl ontology will be attached to the graph."
+                    )
+                    self.graph = None
+                else:
+                    logger.info("Total ontology files loaded: %d", len(loaded_files))
             else:
                 logger.info(
-                    "Ontology file '%s' not found. No owl ontology will be attached to the graph.",
+                    "No ontology file provided. No owl ontology will be attached to the graph."
-                    ontology_file,
                 )
                 self.graph = None
+
             self.build_lookup()
         except Exception as e:
             logger.error("Failed to load ontology", exc_info=e)

cognee/modules/pipelines/operations/run_tasks_base.py

@@ -27,6 +27,7 @@ async def handle_task(
         additional_properties={
             "task_name": running_task.executable.__name__,
             "cognee_version": cognee_version,
+            "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
         },
     )
 
@@ -49,6 +50,7 @@ async def handle_task(
             additional_properties={
                 "task_name": running_task.executable.__name__,
                 "cognee_version": cognee_version,
+                "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
             },
         )
     except Exception as error:
@@ -62,6 +64,7 @@ async def handle_task(
             additional_properties={
                 "task_name": running_task.executable.__name__,
                 "cognee_version": cognee_version,
+                "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
             },
         )
         raise error

cognee/modules/pipelines/operations/run_tasks_with_telemetry.py

@@ -28,6 +28,7 @@ async def run_tasks_with_telemetry(
             additional_properties={
                 "pipeline_name": str(pipeline_name),
                 "cognee_version": cognee_version,
+                "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
             }
             | config,
         )
@@ -42,6 +43,7 @@ async def run_tasks_with_telemetry(
             additional_properties={
                 "pipeline_name": str(pipeline_name),
                 "cognee_version": cognee_version,
+                "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
             }
             | config,
         )
@@ -58,6 +60,7 @@ async def run_tasks_with_telemetry(
             additional_properties={
                 "pipeline_name": str(pipeline_name),
                 "cognee_version": cognee_version,
+                "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
             }
             | config,
         )

cognee/modules/retrieval/temporal_retriever.py

@@ -1,7 +1,7 @@
 import os
 import asyncio
 from typing import Any, Optional, List, Type
-
+from datetime import datetime
 
 from operator import itemgetter
 from cognee.infrastructure.databases.vector import get_vector_engine
@@ -79,7 +79,11 @@ class TemporalRetriever(GraphCompletionRetriever):
         else:
             base_directory = None
 
-        system_prompt = render_prompt(prompt_path, {}, base_directory=base_directory)
+        time_now = datetime.now().strftime("%d-%m-%Y")
+
+        system_prompt = render_prompt(
+            prompt_path, {"time_now": time_now}, base_directory=base_directory
+        )
 
         interval = await LLMGateway.acreate_structured_output(query, system_prompt, QueryInterval)
 
@@ -108,8 +112,6 @@ class TemporalRetriever(GraphCompletionRetriever):
 
         graph_engine = await get_graph_engine()
 
-        triplets = []
-
         if time_from and time_to:
             ids = await graph_engine.collect_time_ids(time_from=time_from, time_to=time_to)
         elif time_from:

cognee/modules/search/methods/search.py

@@ -67,7 +67,10 @@ async def search(
     send_telemetry(
         "cognee.search EXECUTION STARTED",
         user.id,
-        additional_properties={"cognee_version": cognee_version},
+        additional_properties={
+            "cognee_version": cognee_version,
+            "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
+        },
     )
 
     # Use search function filtered by permissions if access control is enabled
@@ -108,7 +111,10 @@ async def search(
     send_telemetry(
         "cognee.search EXECUTION COMPLETED",
         user.id,
-        additional_properties={"cognee_version": cognee_version},
+        additional_properties={
+            "cognee_version": cognee_version,
+            "tenant_id": str(user.tenant_id) if user.tenant_id else "Single User Tenant",
+        },
     )
 
     await log_result(

cognee/shared/logging_utils.py

@@ -1,6 +1,7 @@
 import os
 import sys
 import logging
+import tempfile
 import structlog
 import traceback
 import platform
@@ -76,12 +77,8 @@ log_levels = {
 # Track if structlog logging has been configured
 _is_structlog_configured = False
 
-# Logging directory resolution
-# Default writable location for most Unix-based systems
-DEFAULT_LOGS_DIR = "/tmp/cognee_logs"
 
-
+def resolve_logs_dir():
-def _resolve_logs_dir():
     """Resolve a writable logs directory.
 
     Priority:
@@ -93,20 +90,13 @@ def _resolve_logs_dir():
     """
     candidate_paths = []
 
-    # Prefer configuration from BaseConfig
+    from cognee.base_config import get_base_config
-    try:
-        from cognee.base_config import get_base_config
 
-        base_config = get_base_config()
+    base_config = get_base_config()
-        if getattr(base_config, "logs_root_directory", None):
+    candidate_paths.append(Path(base_config.logs_root_directory))
-            candidate_paths.append(Path(base_config.logs_root_directory))
+
-    except Exception:
+    tmp_candidate_path = os.path.join(tempfile.gettempdir(), "cognee_logs")
-        # If base config is unavailable during early imports, fall back to env
+    candidate_paths.append(tmp_candidate_path)
-        env_dir = os.environ.get("COGNEE_LOGS_DIR")
-        if env_dir:
-            candidate_paths.append(Path(env_dir))
-    candidate_paths.append(Path(DEFAULT_LOGS_DIR))
-    candidate_paths.append(Path.cwd() / "logs")
 
     for candidate in candidate_paths:
         try:
@@ -470,8 +460,17 @@ def setup_logging(log_level=None, name=None):
     stream_handler.setFormatter(console_formatter)
     stream_handler.setLevel(log_level)
 
+    root_logger = logging.getLogger()
+    if root_logger.hasHandlers():
+        root_logger.handlers.clear()
+    root_logger.addHandler(stream_handler)
+
+    # Note: root logger needs to be set at NOTSET to allow all messages through and specific stream and file handlers
+    # can define their own levels.
+    root_logger.setLevel(logging.NOTSET)
+
     # Resolve logs directory with env and safe fallbacks
-    logs_dir = _resolve_logs_dir()
+    logs_dir = resolve_logs_dir()
 
     # Check if we already have a log file path from the environment
     # NOTE: environment variable must be used here as it allows us to
@@ -484,24 +483,15 @@ def setup_logging(log_level=None, name=None):
         log_file_path = str((logs_dir / f"{start_time}.log").resolve())
         os.environ["LOG_FILE_NAME"] = log_file_path
 
-    # Create a file handler that uses our custom PlainFileHandler if possible
+    try:
-    file_handler = None
+        # Create a file handler that uses our custom PlainFileHandler
-    if log_file_path:
+        file_handler = PlainFileHandler(log_file_path, encoding="utf-8")
-        try:
+        file_handler.setLevel(DEBUG)
-            file_handler = PlainFileHandler(log_file_path, encoding="utf-8")
-            file_handler.setLevel(DEBUG)
-        except Exception:
-            # If file handler cannot be created, fall back to console-only logging
-            file_handler = None
-
-    # Configure root logger
-    root_logger = logging.getLogger()
-    if root_logger.hasHandlers():
-        root_logger.handlers.clear()
-    root_logger.addHandler(stream_handler)
-    if file_handler is not None:
         root_logger.addHandler(file_handler)
-    root_logger.setLevel(log_level)
+    except Exception as e:
+        # Note: Exceptions happen in case of read only file systems or log file path poiting to location where it does
+        # not have write permission. Logging to file is not mandatory so we just log a warning to console.
+        root_logger.warning(f"Warning: Could not create log file handler at {log_file_path}: {e}")
 
     if log_level > logging.DEBUG:
         import warnings
@@ -541,6 +531,10 @@ def setup_logging(log_level=None, name=None):
 
     # Get a configured logger and log system information
     logger = structlog.get_logger(name if name else __name__)
+
+    if logs_dir is not None:
+        logger.info(f"Log file created at: {log_file_path}", log_file=log_file_path)
+
     # Detailed initialization for regular usage
     logger.info(
         "Logging initialized",

cognee/tasks/ingestion/migrate_relational_database.py

@@ -239,7 +239,7 @@ async def complete_database_ingestion(schema, migrate_column_data):
                             id=uuid5(NAMESPACE_OID, name=column_node_id),
                             name=column_node_id,
                             properties=f"{key} {value} {table_name}",
-                            description=f"column from relational database table={table_name}. Column name={key} and value={value}. The value of the column is related to the following row with this id: {row_node.id}. This column has the following ID: {column_node_id}",
+                            description=f"column from relational database table={table_name}. Column name={key} and value={value}. This column has the following ID: {column_node_id}",
                         )
                         node_mapping[column_node_id] = column_node
 

cognee/tests/unit/modules/ontology/test_ontology_adapter.py

@@ -489,3 +489,154 @@ def test_get_ontology_resolver_from_env_resolver_functionality():
     assert nodes == []
     assert relationships == []
     assert start_node is None
+
+
+def test_multifile_ontology_loading_success():
+    """Test successful loading of multiple ontology files."""
+    ns1 = Namespace("http://example.org/cars#")
+    ns2 = Namespace("http://example.org/tech#")
+
+    g1 = Graph()
+    g1.add((ns1.Vehicle, RDF.type, OWL.Class))
+    g1.add((ns1.Car, RDF.type, OWL.Class))
+    g1.add((ns1.Car, RDFS.subClassOf, ns1.Vehicle))
+    g1.add((ns1.Audi, RDF.type, ns1.Car))
+    g1.add((ns1.BMW, RDF.type, ns1.Car))
+
+    g2 = Graph()
+    g2.add((ns2.Company, RDF.type, OWL.Class))
+    g2.add((ns2.TechCompany, RDF.type, OWL.Class))
+    g2.add((ns2.TechCompany, RDFS.subClassOf, ns2.Company))
+    g2.add((ns2.Apple, RDF.type, ns2.TechCompany))
+    g2.add((ns2.Google, RDF.type, ns2.TechCompany))
+
+    import tempfile
+
+    with tempfile.NamedTemporaryFile(mode="w", suffix=".owl", delete=False) as f1:
+        g1.serialize(f1.name, format="xml")
+        file1_path = f1.name
+
+    with tempfile.NamedTemporaryFile(mode="w", suffix=".owl", delete=False) as f2:
+        g2.serialize(f2.name, format="xml")
+        file2_path = f2.name
+
+    try:
+        resolver = RDFLibOntologyResolver(ontology_file=[file1_path, file2_path])
+
+        assert resolver.graph is not None
+
+        assert "car" in resolver.lookup["classes"]
+        assert "vehicle" in resolver.lookup["classes"]
+        assert "company" in resolver.lookup["classes"]
+        assert "techcompany" in resolver.lookup["classes"]
+
+        assert "audi" in resolver.lookup["individuals"]
+        assert "bmw" in resolver.lookup["individuals"]
+        assert "apple" in resolver.lookup["individuals"]
+        assert "google" in resolver.lookup["individuals"]
+
+        car_match = resolver.find_closest_match("Audi", "individuals")
+        assert car_match == "audi"
+
+        tech_match = resolver.find_closest_match("Google", "individuals")
+        assert tech_match == "google"
+
+    finally:
+        import os
+
+        os.unlink(file1_path)
+        os.unlink(file2_path)
+
+
+def test_multifile_ontology_with_missing_files():
+    """Test loading multiple ontology files where some don't exist."""
+    ns = Namespace("http://example.org/test#")
+    g = Graph()
+    g.add((ns.Car, RDF.type, OWL.Class))
+    g.add((ns.Audi, RDF.type, ns.Car))
+
+    import tempfile
+
+    with tempfile.NamedTemporaryFile(mode="w", suffix=".owl", delete=False) as f:
+        g.serialize(f.name, format="xml")
+        valid_file = f.name
+
+    try:
+        resolver = RDFLibOntologyResolver(
+            ontology_file=["nonexistent_file_1.owl", valid_file, "nonexistent_file_2.owl"]
+        )
+
+        assert resolver.graph is not None
+
+        assert "car" in resolver.lookup["classes"]
+        assert "audi" in resolver.lookup["individuals"]
+
+        match = resolver.find_closest_match("Audi", "individuals")
+        assert match == "audi"
+
+    finally:
+        import os
+
+        os.unlink(valid_file)
+
+
+def test_multifile_ontology_all_files_missing():
+    """Test loading multiple ontology files where all files are missing."""
+    resolver = RDFLibOntologyResolver(
+        ontology_file=["nonexistent_file_1.owl", "nonexistent_file_2.owl", "nonexistent_file_3.owl"]
+    )
+
+    assert resolver.graph is None
+
+    assert resolver.lookup["classes"] == {}
+    assert resolver.lookup["individuals"] == {}
+
+
+def test_multifile_ontology_with_overlapping_entities():
+    """Test loading multiple ontology files with overlapping/related entities."""
+    ns = Namespace("http://example.org/automotive#")
+
+    g1 = Graph()
+    g1.add((ns.Vehicle, RDF.type, OWL.Class))
+    g1.add((ns.Car, RDF.type, OWL.Class))
+    g1.add((ns.Car, RDFS.subClassOf, ns.Vehicle))
+
+    g2 = Graph()
+    g2.add((ns.LuxuryCar, RDF.type, OWL.Class))
+    g2.add((ns.LuxuryCar, RDFS.subClassOf, ns.Car))
+    g2.add((ns.Mercedes, RDF.type, ns.LuxuryCar))
+    g2.add((ns.BMW, RDF.type, ns.LuxuryCar))
+
+    import tempfile
+
+    with tempfile.NamedTemporaryFile(mode="w", suffix=".owl", delete=False) as f1:
+        g1.serialize(f1.name, format="xml")
+        file1_path = f1.name
+
+    with tempfile.NamedTemporaryFile(mode="w", suffix=".owl", delete=False) as f2:
+        g2.serialize(f2.name, format="xml")
+        file2_path = f2.name
+
+    try:
+        resolver = RDFLibOntologyResolver(ontology_file=[file1_path, file2_path])
+
+        assert "vehicle" in resolver.lookup["classes"]
+        assert "car" in resolver.lookup["classes"]
+        assert "luxurycar" in resolver.lookup["classes"]
+
+        assert "mercedes" in resolver.lookup["individuals"]
+        assert "bmw" in resolver.lookup["individuals"]
+
+        nodes, relationships, start_node = resolver.get_subgraph("Mercedes", "individuals")
+
+        uri_labels = {resolver._uri_to_key(n.uri) for n in nodes}
+        assert "mercedes" in uri_labels
+        assert "luxurycar" in uri_labels
+        assert "car" in uri_labels
+        assert "vehicle" in uri_labels
+
+    finally:
+        import os
+
+        os.unlink(file1_path)
+        os.unlink(file2_path)

examples/python/temporal_example.py

@@ -77,6 +77,7 @@ async def main():
         "What happened between 2000 and 2006?",
         "What happened between 1903 and 1995, I am interested in the Selected Works of Arnulf Øverland Ole Peter Arnulf Øverland?",
         "Who is Attaphol Buspakom Attaphol Buspakom?",
+        "Who was Arnulf Øverland?",
     ]
 
     for query_text in queries:

poetry.lock

@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
@@ -2543,7 +2543,6 @@ files = [
     {file = "fastuuid-0.12.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b9b31dd488d0778c36f8279b306dc92a42f16904cba54acca71e107d65b60b0c"},
     {file = "fastuuid-0.12.0-cp313-cp313-manylinux_2_34_x86_64.whl", hash = "sha256:b19361ee649365eefc717ec08005972d3d1eb9ee39908022d98e3bfa9da59e37"},
     {file = "fastuuid-0.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:8fc66b11423e6f3e1937385f655bedd67aebe56a3dcec0cb835351cfe7d358c9"},
-    {file = "fastuuid-0.12.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:2925f67b88d47cb16aa3eb1ab20fdcf21b94d74490e0818c91ea41434b987493"},
     {file = "fastuuid-0.12.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7b15c54d300279ab20a9cc0579ada9c9f80d1bc92997fc61fb7bf3103d7cb26b"},
     {file = "fastuuid-0.12.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:458f1bc3ebbd76fdb89ad83e6b81ccd3b2a99fa6707cd3650b27606745cfb170"},
     {file = "fastuuid-0.12.0-cp38-cp38-manylinux_2_34_x86_64.whl", hash = "sha256:a8f0f83fbba6dc44271a11b22e15838641b8c45612cdf541b4822a5930f6893c"},
@@ -4170,8 +4169,6 @@ groups = ["main"]
 markers = "extra == \"dlt\""
 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]
@@ -8593,7 +8590,6 @@ files = [
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567"},
-    {file = "psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-macosx_12_0_x86_64.whl", hash = "sha256:eb09aa7f9cecb45027683bb55aebaaf45a0df8bf6de68801a6afdc7947bb09d4"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b73d6d7f0ccdad7bc43e6d34273f70d587ef62f824d7261c4ae9b8b1b6af90e8"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce5ab4bf46a211a8e924d307c1b1fcda82368586a19d0a24f8ae166f5c784864"},

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "cognee"
 
-version = "0.3.7"
+version = "0.3.7.dev1"
 description = "Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning."
 authors = [
     { name = "Vasilije Markovic" },