Added server code

Author: Navinate

.gitignore

@@ -1 +1,163 @@
-.env
+.env
+
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

server/.gitignore renamed to llm/.gitignore

@@ -1,5 +1,5 @@
-from chatgptfunctions import *
-from constants import *
+from .chatgptfunctions import *
+from .constants import *
 
 import openai
 import json

server/README.md renamed to llm/README.md

@@ -1,5 +1,5 @@
-from utils import *
-from constants import *
+from .utils import *
+from .constants import *
 
 from fathomnet.api import images
 from fathomnet.dto import GeoImageConstraints

server/chatgpt.py renamed to llm/chatgpt.py

@@ -1,5 +1,5 @@
-from constants import *
-from utils import getScientificNames
+from .constants import *
+from .utils import getScientificNames
 
 import openai
 import json
@@ -195,8 +195,8 @@ def getScientificNamesLangchain(concept):
 
 def get_Response(prompt, agent_chain):
     sql_query = agent_chain("Your function is to generate sql for the prompt using the tools provided. Output only the sql query. Prompt: "+prompt)
-    print(sql_query['output'])
     isJSON, result = GetSQLResult(sql_query['output'])
+    print(sql_query['output'])
 
     summerizerModel = ChatOpenAI(model_name="gpt-4-0613",temperature=0, openai_api_key = openai.api_key)
     summaryPrompt = summerizerModel.invoke([
@@ -233,5 +233,5 @@ def get_Response(prompt, agent_chain):
 #print(agent_chain(getSciNamesPrompt('fused carapace'))['output'])
 
 #print(getScientificNamesLangchain('rattail'))
-print(get_Response("Show the distribution of Aurelia Aurata in Monterey Bay by depth", agent_chain))
+#print(get_Response("Show the distribution of Aurelia Aurata in Monterey Bay by depth", agent_chain))
 #print(get_Response("Give data of all species in Monterey Bay to show in a heatmap", agent_chain))

server/chatgptfunctions.py renamed to llm/chatgptfunctions.py

@@ -1,6 +1,6 @@
-from constants import LLM_TYPE
-from chatgpt import run_prompt_chatgpt
-from langchaintools import initLangchain, get_Response
+from .constants import LLM_TYPE
+from .chatgpt import run_prompt_chatgpt
+from .langchaintools import initLangchain, get_Response
 
 
 def run_chatgpt(prompt, messages):

server/constants.py renamed to llm/constants.py

@@ -1,4 +1,4 @@
-from constants import *
+from .constants import *
 
 from datetime import datetime
 import math

server/debug.py renamed to llm/debug.py

@@ -0,0 +1,21 @@
+#!/usr/bin/env python3
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'serverProj.settings')
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()

server/langchaintools.py renamed to llm/langchaintools.py

@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.

server/main.py renamed to llm/main.py

@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class ServerConfig(AppConfig):
+    name = 'server'