Added dynamic graph creation

level_4/CONTRIBUTING.md

@@ -0,0 +1,61 @@
+# 🚀 How to Contribute to PromethAI Memory
+
+Thank you for investing time in contributing to our project! Here's a guide to get you started.
+
+## 1. 🚀 Getting Started
+
+### 🍴 Fork the Repository
+
+To start your journey, you'll need your very own copy of PromethAI Memory. Think of it as your own innovation lab. 🧪
+
+1. Navigate to the PromethAI Memory repository on GitHub.
+2. In the upper-right corner, click the 'Fork' button.
+
+### 🚀 Clone the Repository
+
+Next, let's bring your newly forked repository to your local machine.
+
+```
+shell
+git clone https://github.com/topoteretes/PromethAI-Memory.git
+```
+
+
+##  2. 🛠️ Making Changes
+🌟 Create a Branch
+Get ready to channel your creativity. Begin by creating a new branch for your incredible features. 🧞‍♂️
+
+
+Copy code
+git checkout -b feature/your-feature-name
+✏️ Make Your Changes
+Now's your chance to shine! Dive in and make your contributions. 🌠
+
+
+## 3. 🚀 Submitting Changes
+🚀 Create a Pull Request
+You're on the verge of completion! It's time to showcase your hard work. 🌐
+
+Go to PromethAI Memory on GitHub.
+Hit the "New Pull Request" button.
+Select the base branch (main) and the compare branch (the one with your features).
+Craft a compelling title and provide a detailed description of your contributions. 🎩
+5. 🔍 Review and Approval
+The project maintainers will review your work, possibly suggest improvements, or request further details. Once you receive approval, your contributions will become part of PromethAI Memory!
+
+6. 📜 Code of Conduct
+Ensure you adhere to the project's Code of Conduct throughout your participation.
+
+7. 📫 Contact
+If you need assistance or simply wish to connect, we're here for you. Contact us by filing an issue on the GitHub repository or by messaging us on our Discord server.
+
+Thanks for helping to evolve PromethAI Memory!
+
+arduino
+Copy code
+
+Be sure to replace `https://github.com/your-username/PromethAI-Memory.git` with the actual URL of your forked repository and `https://github.com/cpacker/promethai-memory` with the actual URL of the main repository, and also update the Discord invite link to the correct one for PromethAI Memory.
+
+
+
+

level_4/Dockerfile

@@ -42,10 +42,10 @@ RUN apt-get update -q && \
 #RUN playwright install-deps
 
 WORKDIR /app
-COPY . /app
-COPY scripts/ /app
-COPY entrypoint.sh /app/entrypoint.sh
-COPY scripts/create_database.py /app/create_database.py
+COPY cognitive_architecture/ /app
+COPY cognitive_architecture/scripts/ /app
+COPY cognitive_architecture/entrypoint.sh /app/entrypoint.sh
+COPY cognitive_architecture/scripts/create_database.py /app/create_database.py
 RUN chmod +x /app/entrypoint.sh
 
 ENTRYPOINT ["/app/entrypoint.sh"]

level_4/LICENSE

@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.

level_4/cognitive_architecture/database/database.py

@@ -0,0 +1,80 @@
+import os
+from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession
+from sqlalchemy.orm import declarative_base, sessionmaker
+from contextlib import asynccontextmanager
+from sqlalchemy.exc import OperationalError
+import asyncio
+import sys
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+# this is needed to import classes from other modules
+script_dir = os.path.dirname(os.path.abspath(__file__))
+# Get the parent directory of your script and add it to sys.path
+parent_dir = os.path.dirname(script_dir)
+sys.path.append(parent_dir)
+
+
+# in seconds
+MAX_RETRIES = 3
+RETRY_DELAY = 5
+
+username = os.getenv('POSTGRES_USER')
+password = os.getenv('POSTGRES_PASSWORD')
+database_name = os.getenv('POSTGRES_DB')
+import os
+
+environment = os.environ.get("ENVIRONMENT")
+
+if environment == "local":
+    host= os.getenv('POSTGRES_HOST')
+
+elif environment == "docker":
+    host= os.getenv('POSTGRES_HOST_DOCKER')
+else:
+    host= os.getenv('POSTGRES_HOST_DOCKER')
+
+
+
+# Use the asyncpg driver for async operation
+SQLALCHEMY_DATABASE_URL = f"postgresql+asyncpg://{username}:{password}@{host}:5432/{database_name}"
+
+
+engine = create_async_engine(
+    SQLALCHEMY_DATABASE_URL,
+    pool_recycle=3600,
+    echo=True  # Enable logging for tutorial purposes
+)
+# Use AsyncSession for the session
+AsyncSessionLocal = sessionmaker(
+    bind=engine,
+    class_=AsyncSession,
+    expire_on_commit=False,
+)
+
+Base = declarative_base()
+
+# Use asynccontextmanager to define an async context manager
+@asynccontextmanager
+async def get_db():
+    db = AsyncSessionLocal()
+    try:
+        yield db
+    finally:
+        await db.close()
+
+# Use async/await syntax for the async function
+async def safe_db_operation(db_op, *args, **kwargs):
+    for attempt in range(MAX_RETRIES):
+        async with get_db() as db:
+            try:
+                # Ensure your db_op is also async
+                return await db_op(db, *args, **kwargs)
+            except OperationalError as e:
+                await db.rollback()
+                if "server closed the connection unexpectedly" in str(e) and attempt < MAX_RETRIES - 1:
+                    await asyncio.sleep(RETRY_DELAY)
+                else:
+                    raise

level_4/cognitive_architecture/database/database_crud.py

@@ -0,0 +1,26 @@
+
+from contextlib import asynccontextmanager
+import logging
+
+logger = logging.getLogger(__name__)
+
+@asynccontextmanager
+async def session_scope(session):
+    """Provide a transactional scope around a series of operations."""
+
+    # session = AsyncSessionLocal()
+    try:
+        yield session
+        await session.commit()
+    except Exception as e:
+        await session.rollback()
+        logger.error(f"Session rollback due to: {str(e)}")
+        raise
+    finally:
+        await session.close()
+
+
+async def add_entity(session, entity):
+    async with session_scope(session) as s:  # Use your async session_scope
+        s.add(entity)  # No need to commit; session_scope takes care of it
+        return "Successfully added entity"