diff --git a/api/Readme.md b/api/Readme.md
new file mode 100644
index 00000000..14e8cfd3
--- /dev/null
+++ b/api/Readme.md
@@ -0,0 +1,21 @@
+
+
+
+`sudo bash ./install.sh`
+
+to redo all the steps remove the lock files
+
+`rm ${ROOT}/opt/swarms/install/* `
+
+or in my system:
+```
+export ROOT=/mnt/data1/swarms
+sudo rm ${ROOT}/opt/swarms/install/*
+```
+
+rerun
+```
+export ROOT=/mnt/data1/swarms; 
+sudo rm ${ROOT}/opt/swarms/install/*; 
+sudo bash ./install.sh
+```
diff --git a/api/agent_api_test.py b/api/agent_api_test.py
index f95e08d1..3afe8aac 100644
--- a/api/agent_api_test.py
+++ b/api/agent_api_test.py
@@ -1,11 +1,22 @@
+import os
+import time
+
 import requests
 from loguru import logger
+
 import time
 from typing import Dict, Optional, Tuple
 from uuid import UUID
 
-BASE_URL = "http://0.0.0.0:8000/v1"
+# # Configure loguru
+# logger.add(
+#     "api_tests_{time}.log",
+#     rotation="100 MB",
+#     level="DEBUG",
+#     format="{time} {level} {message}",
+# )
 
+BASE_URL = os.getenv("SWARMS_URL","http://localhost:8000/v1")
 
 def check_api_server() -> bool:
     """Check if the API server is running and accessible."""
diff --git a/api/boot.sh b/api/boot.sh
new file mode 100644
index 00000000..4c56ae2a
--- /dev/null
+++ b/api/boot.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+
+# to be run as swarms user
+set -e
+set -x
+export ROOT="/mnt/data1/swarms"
+export HOME="${ROOT}/home/swarms"
+unset CONDA_EXE
+unset CONDA_PYTHON_EXE
+export PATH="${ROOT}/var/swarms/agent_workspace/.venv/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
+
+if [ ! -f "${ROOT}/var/swarms/agent_workspace/.venv/" ];
+then
+   virtualenv "${ROOT}/var/swarms/agent_workspace/.venv/"
+fi
+ls "${ROOT}/var/swarms/agent_workspace/"
+. "${ROOT}/var/swarms/agent_workspace/.venv/bin/activate"
+
+pip install fastapi   uvicorn  termcolor
+# these are tried to be installed by the app on boot
+pip install sniffio pydantic-core httpcore exceptiongroup annotated-types pydantic anyio httpx ollama
+pip install  -e "${ROOT}/opt/swarms/"
+cd "${ROOT}/var/swarms/"
+pip install  -e "${ROOT}/opt/swarms-memory"
+pip install "fastapi[standard]"
+pip install "loguru"
+pip install  pydantic==2.8.2
+
+
+# pip freeze
+# launch as systemd
+# python /opt/swarms/api/main.py
diff --git a/api/install.sh b/api/install.sh
new file mode 100644
index 00000000..cd0b10c2
--- /dev/null
+++ b/api/install.sh
@@ -0,0 +1,152 @@
+#!/bin/bash
+# review and improve
+. ./.env # for secrets
+set -e # stop  on any error
+set -x
+
+export ROOT="/mnt/data1/swarms"
+export WORKSOURCE="${ROOT}/opt/swarms/api"
+
+if [ ! -d "${ROOT}/opt/swarms/install/" ]; then
+    mkdir -p "${ROOT}/opt/swarms/install"
+fi
+
+if [ ! -f "${ROOT}/opt/swarms/install/apt.txt" ]; then
+    sudo apt update
+    sudo apt install --allow-change-held-packages -y git virtualenv
+    echo 1 >"${ROOT}/opt/swarms/install/apt.txt"
+fi
+
+if [ ! -f "${ROOT}/opt/swarms/install/setup.txt" ]; then
+    #rm -rf ./src/swarms # oops
+    adduser swarms --home "${ROOT}/home/swarms" || echo ignore
+    git config --global --add safe.directory "${ROOT}/opt/swarms"
+    git config --global --add safe.directory "${ROOT}/opt/swarms-memory"
+    # we should have done this
+    if [ ! -d "${ROOT}/opt/swarms/" ];
+    then
+	git clone https://github.com/jmikedupont2/swarms "${ROOT}/opt/swarms/"
+    fi    
+    pushd "${ROOT}/opt/swarms/" || exit 1 # "we need swarms"
+    git remote add local /time/2024/05/swarms/ || git remote set-url local /time/2024/05/swarms/ 
+    git fetch local 
+    git checkout feature/ec2 # switch branches
+    git pull local feature/ec2
+    popd || exit 2    
+    if [ ! -d "${ROOT}/opt/swarms-memory/" ];
+    then
+	git clone https://github.com/The-Swarm-Corporation/swarms-memory "${ROOT}/opt/swarms-memory"
+    fi    
+    # where the swarms will run
+    mkdir -p "${ROOT}/var/swarms/agent_workspace/"
+    mkdir -p "${ROOT}/home/swarms"
+    chown -R swarms:swarms "${ROOT}/var/swarms/agent_workspace" "${ROOT}/home/swarms"    
+
+    # now for my local setup I aslo need to do this or we have to change the systemctl home var
+    #mkdir -p "/home/swarms"
+    #chown -R swarms:swarms "/home/swarms"    
+
+    # copy the run file from git
+    cp "${WORKSOURCE}/boot.sh" "${ROOT}/var/swarms/agent_workspace/boot.sh"
+    mkdir -p "${ROOT}/var/swarms/logs"
+    chmod +x "${ROOT}/var/swarms/agent_workspace/boot.sh"
+    chown -R swarms:swarms "${ROOT}/var/swarms/" "${ROOT}/home/swarms" "${ROOT}/opt/swarms"
+
+    echo 1 >"${ROOT}/opt/swarms/install/setup.txt"
+fi
+
+if [ ! -f "${ROOT}/opt/swarms/install/boot.txt" ]; then
+    # user install but do not start
+    su -c "bash -e -x ${ROOT}/var/swarms/agent_workspace/boot.sh" swarms
+    echo 1 >"${ROOT}/opt/swarms/install/boot.txt"
+fi
+    
+
+## pull
+
+if [ ! -f "${ROOT}/opt/swarms/install/pull.txt" ]; then
+    pushd "${ROOT}/opt/swarms/" || exit 1 # "we need swarms"
+    git fetch local 
+    git checkout feature/ec2 # switch branches
+    git pull local feature/ec2
+    popd || exit 2    
+    #echo 1 >"${ROOT}/opt/swarms/install/pull.txt"
+fi
+
+
+if [ ! -f "${ROOT}/opt/swarms/install/config.txt" ]; then
+    #WorkingDirectory=ROOT/var/run/swarms/
+    # create the secrets
+    mkdir -p "${ROOT}/var/run/swarms/secrets/"
+    echo "OPENAI_KEY=${OPENAI_KEY}" > "${ROOT}/var/run/swarms/secrets/env"
+
+    # cache 
+    mkdir -p "${ROOT}/home/swarms/.cache/huggingface/hub"
+    
+    ## append new homedir
+    echo "TRANSFORMERS_CACHE=${ROOT}/home/swarms/.cache/huggingface/hub" >> "${ROOT}/var/run/swarms/secrets/env"
+    echo "HOME=${ROOT}/home/swarms" >> "${ROOT}/var/run/swarms/secrets/env"
+    #EnvironmentFile=ROOT/var/run/swarms/secrets/env
+    #ExecStart=ROOT/var/run/uvicorn/env/bin/uvicorn \
+	#	--uds ROOT/run/uvicorn/uvicorn-swarms-api.sock \
+    echo 1 >"${ROOT}/opt/swarms/install/config.txt"    
+fi
+	
+# if [ ! -f "${ROOT}/opt/swarms/install/uvicorn.txt" ]; then    
+# # we create a second installation of unicorn so agents cannot mess it up.
+#     mkdir -p "${ROOT}/var/run/uvicorn/env/"
+#     if [ ! -f "${ROOT}/var/run/uvicorn/env/" ];
+#     then
+# 	virtualenv "${ROOT}/var/run/uvicorn/env/"
+#     fi
+#     . "${ROOT}/var/run/uvicorn/env/bin/activate"
+#     pip install  uvicorn   
+#     echo 1 >"${ROOT}/opt/swarms/install/uvicorn.txt"
+# fi
+
+if [ ! -f "${ROOT}/opt/swarms/install/nginx.txt" ]; then
+    mkdir -p ${ROOT}/var/log/nginx/swarms/
+fi
+# reconfigure
+# now we setup the service and  replace root in the files
+
+#echo  cat "${WORKSOURCE}/nginx/site.conf" \| sed -e "s!ROOT!${ROOT}!g" 
+cat "${WORKSOURCE}/nginx/site.conf"| sed -e "s!ROOT!${ROOT}!g" > /etc/nginx/sites-enabled/default
+#cat /etc/nginx/sites-enabled/default
+
+# create sock
+mkdir -p ${ROOT}/run/uvicorn/
+chown -R swarms:swarms ${ROOT}/run/uvicorn
+
+# ROOT/var/run/swarms/uvicorn-swarms-api.sock;
+#    access_log ROOT/var/log/nginx/swarms/access.log;
+#    error_log ROOT/var/log/nginx/swarms/error.log;
+#echo cat "${WORKSOURCE}/systemd/uvicorn.service" \| sed -e "s!ROOT!/${ROOT}/!g"
+cat "${WORKSOURCE}/systemd/uvicorn.service" | sed -e "s!ROOT!${ROOT}!g" > /etc/systemd/system/swarms-uvicorn.service
+
+
+# if [ -f ${ROOT}/etc/systemd/system/swarms-uvicorn.service ];
+# then
+#     cp ${ROOT}/etc/systemd/system/swarms-uvicorn.service /etc/systemd/system/swarms-uvicorn.service
+# else
+#     # allow for editing as non root
+#     mkdir -p ${ROOT}/etc/systemd/system/
+#     cp /etc/systemd/system/swarms-uvicorn.service ${ROOT}/etc/systemd/system/swarms-uvicorn.service      
+# fi
+
+# 
+#chown -R mdupont:mdupont ${ROOT}/etc/systemd/system/
+#/run/uvicorn/
+# triage
+chown -R swarms:swarms ${ROOT}/var/run/swarms/
+
+
+#cat /etc/systemd/system/swarms-uvicorn.service
+# always reload
+systemctl daemon-reload
+#    systemctl start swarms-uvicorn || systemctl status swarms-uvicorn.service  && journalctl -xeu swarms-uvicorn.service
+systemctl start swarms-uvicorn || journalctl -xeu swarms-uvicorn.service
+# systemctl status swarms-uvicorn.service
+# journalctl -xeu swarms-uvicorn.service
+systemctl enable swarms-uvicorn || journalctl -xeu swarms-uvicorn.service
+service nginx restart
diff --git a/api/logger.yaml b/api/logger.yaml
new file mode 100644
index 00000000..e69de29b
diff --git a/api/main.py b/api/main.py
index 5d0c178e..fa61e475 100644
--- a/api/main.py
+++ b/api/main.py
@@ -1,5 +1,6 @@
 import os
 import secrets
+import sys
 import traceback
 from concurrent.futures import ThreadPoolExecutor
 from datetime import datetime, timedelta
@@ -10,25 +11,29 @@ from uuid import UUID, uuid4
 
 import uvicorn
 from dotenv import load_dotenv
-from fastapi import (
-    BackgroundTasks,
-    Depends,
-    FastAPI,
-    Header,
-    HTTPException,
-    Query,
-    Request,
-    status,
-)
+from fastapi import (BackgroundTasks, Depends, FastAPI, Header, HTTPException,
+                     Query, Request, status)
 from fastapi.middleware.cors import CORSMiddleware
 from loguru import logger
 from pydantic import BaseModel, Field
 
 from swarms.structs.agent import Agent
 
+
+#print("starting")
 # Load environment variables
 load_dotenv()
 
+# # Configure Loguru
+# logger.add(
+#     "logs/api_{time}.log",
+#     rotation="500 MB",
+#     retention="10 days",
+#     level="TRACE",
+#     format="{time} {level} {message}",
+#     backtrace=True,
+#     diagnose=True,
+# )
 
 class AgentStatus(str, Enum):
     """Enum for agent status."""
@@ -843,20 +848,23 @@ def create_app() -> FastAPI:
     logger.info("FastAPI application created successfully")
     return app
 
-
 app = create_app()
 
-if __name__ == "__main__":
-    try:
-        logger.info("Starting API server...")
-        print("Starting API server on http://0.0.0.0:8000")
+if __name__ == '__main__':
+    # freeze_support()
+    #print("yes in main")
+    # Configure uvicorn logging
+    logger.info("API Starting")
+
+    uvicorn.run(
+        "main:create_app",
+        host="0.0.0.0",
+        port=8000,
+        log_level="TRACE",
+        workers=1,
+        # reload=True,
+    )
+else:
+    #print("not in main")
+    pass
 
-        uvicorn.run(
-            app,  # Pass the app instance directly
-            host="0.0.0.0",
-            port=8000,
-            log_level="info",
-        )
-    except Exception as e:
-        logger.error(f"Failed to start API: {str(e)}")
-        print(f"Error starting server: {str(e)}")
diff --git a/api/nginx/myserver b/api/nginx/myserver
new file mode 100644
index 00000000..cc342d1a
--- /dev/null
+++ b/api/nginx/myserver
@@ -0,0 +1,100 @@
+##
+# You should look at the following URL's in order to grasp a solid understanding
+# of Nginx configuration files in order to fully unleash the power of Nginx.
+# https://www.nginx.com/resources/wiki/start/
+# https://www.nginx.com/resources/wiki/start/topics/tutorials/config_pitfalls/
+# https://wiki.debian.org/Nginx/DirectoryStructure
+#
+# In most cases, administrators will remove this file from sites-enabled/ and
+# leave it as reference inside of sites-available where it will continue to be
+# updated by the nginx packaging team.
+#
+# This file will automatically load configuration files provided by other
+# applications, such as Drupal or Wordpress. These applications will be made
+# available underneath a path with that package name, such as /drupal8.
+#
+# Please see /usr/share/doc/nginx-doc/examples/ for more detailed examples.
+##
+
+# Default server configuration
+#
+server {
+	listen 80 default_server;
+	listen [::]:80 default_server;
+
+	# SSL configuration
+	#
+	# listen 443 ssl default_server;
+	# listen [::]:443 ssl default_server;
+	#
+	# Note: You should disable gzip for SSL traffic.
+	# See: https://bugs.debian.org/773332
+	#
+	# Read up on ssl_ciphers to ensure a secure configuration.
+	# See: https://bugs.debian.org/765782
+	#
+	# Self signed certs generated by the ssl-cert package
+	# Don't use them in a production server!
+	#
+	# include snippets/snakeoil.conf;
+
+	root /var/www/html;
+
+	# Add index.php to the list if you are using PHP
+	index index.html index.htm index.nginx-debian.html;
+
+	server_name _;
+
+	location / {
+		# First attempt to serve request as file, then
+		# as directory, then fall back to displaying a 404.
+		#		try_files $uri $uri/ =404;
+				 autoindex on;	
+	}
+    location /swarms {
+        proxy_pass http://unix:/var/run/swarms/uvicorn-swarms-api.sock;
+    }
+
+# location /agentartificial {
+# 		 autoindex on;
+# 		 disable_symlinks off;
+# 	}
+
+	# pass PHP scripts to FastCGI server
+	#
+	#location ~ \.php$ {
+	#	include snippets/fastcgi-php.conf;
+	#
+	#	# With php-fpm (or other unix sockets):
+	#	fastcgi_pass unix:/run/php/php7.4-fpm.sock;
+	#	# With php-cgi (or other tcp sockets):
+	#	fastcgi_pass 127.0.0.1:9000;
+	#}
+
+	# deny access to .htaccess files, if Apache's document root
+	# concurs with nginx's one
+	#
+	#location ~ /\.ht {
+	#	deny all;
+	#}
+}
+
+
+# Virtual Host configuration for example.com
+#
+# You can move that to a different file under sites-available/ and symlink that
+# to sites-enabled/ to enable it.
+#
+#server {
+#	listen 80;
+#	listen [::]:80;
+#
+#	server_name example.com;
+#
+#	root /var/www/example.com;
+#	index index.html;
+#
+#	location / {
+#		try_files $uri $uri/ =404;
+#	}
+#}
diff --git a/api/nginx/site.conf b/api/nginx/site.conf
new file mode 100644
index 00000000..1e40f0fb
--- /dev/null
+++ b/api/nginx/site.conf
@@ -0,0 +1,14 @@
+# from https://github.com/neamaddin/debian-fastapi-server
+server {
+    listen [::]:80;
+    listen 80;
+    server_name swarms;
+    access_log ROOT/var/log/nginx/swarms/access.log;
+    error_log ROOT/var/log/nginx/swarms/error.log;    
+    add_header X-Content-Type-Options "nosniff" always;
+    add_header X-XSS-Protection "1; mode=block" always;
+
+    location / {
+        proxy_pass http://unix:ROOT/var/run/swarms/uvicorn-swarms-api.sock;
+    }
+}
diff --git a/api/systemd/uvicorn.service b/api/systemd/uvicorn.service
new file mode 100644
index 00000000..9fb4feb6
--- /dev/null
+++ b/api/systemd/uvicorn.service
@@ -0,0 +1,31 @@
+# from https://github.com/encode/uvicorn/issues/678
+[Unit]
+Description=swarms
+After=network.target
+
+[Service]
+Type=simple
+User=swarms
+Group=swarms
+DynamicUser=true
+WorkingDirectory=ROOT/opt/swarms/api/
+PrivateTmp=true
+EnvironmentFile=ROOT/var/run/swarms/secrets/env
+
+# for debugging use
+#ExecStart=/usr/bin/unbuffer ROOT/var/run/uvicorn/env/bin/uvicorn \
+
+ExecStart=ROOT/var/run/uvicorn/env/bin/uvicorn \
+        --proxy-headers \
+        --forwarded-allow-ips='*' \
+        --workers=4 \
+        --port=54748 \
+        --no-access-log \
+	--uds ROOT/run/uvicorn/uvicorn-swarms-api.sock \
+        _.asgi:application
+ExecReload=/bin/kill -HUP ${MAINPID}
+RestartSec=1
+Restart=always
+
+[Install]
+WantedBy=multi-user.target
\ No newline at end of file
diff --git a/api/test.sh b/api/test.sh
new file mode 100644
index 00000000..599e7be0
--- /dev/null
+++ b/api/test.sh
@@ -0,0 +1,18 @@
+
+#/mnt/data1/swarms/var/run/uvicorn/env/bin/uvicorn 
+#        --no-access-log \
+
+#python -m pdb
+#/mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/uvicorn \
+
+. /mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/activate
+/mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/python3 ~mdupont/2024/05/swarms/api/uvicorn_runner.py \
+    --proxy-headers \
+    --port=54748 \
+    --forwarded-allow-ips='*' \
+    --workers=1 \
+    --log-level=debug \
+    --uds /mnt/data1/swarms/run/uvicorn/uvicorn-swarms-api.sock \
+    main:app
+
+#        _.asgi:application
diff --git a/api/test2.sh b/api/test2.sh
new file mode 100644
index 00000000..2435b5ee
--- /dev/null
+++ b/api/test2.sh
@@ -0,0 +1,9 @@
+
+#/mnt/data1/swarms/var/run/uvicorn/env/bin/uvicorn 
+#        --no-access-log \
+
+#python -m pdb
+#/mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/uvicorn \
+
+. /mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/activate
+/mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/python3 ~mdupont/2024/05/swarms/api/uvicorn_runner.py
diff --git a/api/uvicorn_runner.py b/api/uvicorn_runner.py
new file mode 100644
index 00000000..e3f61c06
--- /dev/null
+++ b/api/uvicorn_runner.py
@@ -0,0 +1,54 @@
+#!/mnt/data1/swarms/var/swarms/agent_workspace/.venv/bin/python
+# -*- coding: utf-8 -*-
+import re
+import sys
+import pdb
+import logging
+for logger_name in logging.root.manager.loggerDict.keys():
+    print(logger_name)
+    override_logger = logging.getLogger(logger_name)
+for handler in override_logger.handlers:
+    print(handler)
+    handler.setFormatter(formatter)
+    
+# from uvicorn.main import main
+# if __name__ == '__main__':
+#     sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    
+#     try:
+#         print("main")
+#         pdb.set_trace()
+#         ret = main()
+#         print(ret)
+#     except Exception as e:
+#         print(e)
+        
+        #//    sys.exit(main())
+import sys
+import uvicorn
+from uvicorn.config import LOGGING_CONFIG
+
+def main():
+    #root_path = ''
+    #if len(sys.argv) >= 2:
+    #    root_path = sys.argv[1]
+    ##
+    # %(name)s : uvicorn, uvicorn.error, ... . Not insightful at all.
+    LOGGING_CONFIG["formatters"]["access"]["fmt"] = '%(asctime)s %(levelprefix)s %(client_addr)s - "%(request_line)s" %(status_code)s'
+    LOGGING_CONFIG["formatters"]["default"]["fmt"] = "%(asctime)s %(levelprefix)s %(message)s"
+
+    date_fmt = "%Y-%m-%d %H:%M:%S"
+    LOGGING_CONFIG["formatters"]["default"]["datefmt"] = date_fmt
+    LOGGING_CONFIG["formatters"]["access"]["datefmt"] = date_fmt
+    ##
+    uvicorn.run(
+        "main:app",
+        host="127.0.0.1",
+        port=7230,
+        log_level="trace",
+        proxy_headers=True,
+        forwarded_allow_ips='*',
+        workers=1,
+        uds="/mnt/data1/swarms/run/uvicorn/uvicorn-swarms-api.sock")    
+    # root_path=root_path                
+main()
diff --git a/pip.freeze b/pip.freeze
new file mode 100644
index 00000000..075a351b
--- /dev/null
+++ b/pip.freeze
@@ -0,0 +1,739 @@
+absl-py==2.1.0
+accelerate==1.0.1
+-e git+https://github.com/gventuri/pandas-ai/@5c84fd37065c7de806701e5e7b99df298e93b4f6#egg=ai_ticket&subdirectory=../../../../../../../time/2023/09/24/ai-ticket
+aiofiles==23.2.1
+aiohttp==3.9.5
+aiohttp-cors==0.7.0
+aiosignal==1.3.1
+alabaster==0.7.12
+albucore==0.0.20
+albumentations==1.4.21
+alectryon==1.4.0
+aliyun-python-sdk-core==2.15.1
+aliyun-python-sdk-kms==2.16.3
+annotated-types==0.7.0
+ansible==6.7.0
+ansible-base==2.10.8
+ansible-core==2.13.13
+ansible-vault==2.1.0
+antlr4-python3-runtime==4.9.3
+anyio==4.3.0
+apache-libcloud==3.2.0
+apispec==6.8.0
+APScheduler==3.10.4
+apturl==0.5.2
+argcomplete==1.8.1
+argo-workflows==3.6.1
+asciidoc==10.2.1
+asciinema==2.1.0
+asgiref==3.8.1
+astroid==2.9.3
+async-timeout==4.0.3
+asyncio==3.4.3
+attr==0.3.2
+attrdict==2.0.1
+attrs==23.2.0
+autoflake==2.3.1
+autogluon==1.1.1
+autogluon.common==1.1.1
+autogluon.core==1.1.1
+autogluon.features==1.1.1
+autogluon.multimodal==1.1.1
+autogluon.tabular==1.1.1
+autogluon.timeseries==1.1.1
+Automat==24.8.1
+autopep8==1.6.0
+aws-cdk-lib==2.116.0
+aws-cdk.asset-awscli-v1==2.2.213
+aws-cdk.asset-kubectl-v20==2.1.3
+aws-cdk.asset-node-proxy-agent-v6==2.1.0
+aws-sam-translator==1.89.0
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+awscli==1.32.85
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+backoff==2.2.1
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+-e git+https://github.com/opentensor/bittensor-subnet-template@7622775e0a267a564959c8690108f9152e123522#egg=bittensor_subnet_template&subdirectory=../../../../../../../time/2024/06/07/bittensor-subnet-template
+black==23.7.0
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+-e git+https://github.com/Agent-Artificial/cellium-client@ee4df8906a43c2e408b1ad3cf27f84816a51a58d#egg=cellium&subdirectory=../../../../../../../../../../home/mdupont/2024/05/31/cellium-client
+certifi==2024.2.2
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+-e git+https://github.com/chroma-core/chroma@28b37392594dd7ba60e35c53f098d7f88a9d3988#egg=chromadb&subdirectory=../../../../../../../time/2024/07/21/chroma
+cleo==2.1.0
+cliapp==1.20180812.1
+click==8.1.7
+clip-anytorch==2.6.0
+cloudpathlib==0.18.1
+cloudpickle==3.0.0
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+dashscope==1.20.13
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+devscripts===2.22.1ubuntu1
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+email_validator==2.1.1
+-e git+https://github.com/meta-introspector/https-lablab.ai-event-audiocraft-24-hours-hackathon/@ef86774c7e61855044ca0c97dbcb988d18570984#egg=emojintrospector
+eth-hash==0.7.0
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+-e git+https://github.com/Agent-Artificial/hivemind@941933de3378f1cd8a5b4fa053a3eb33253ab8ed#egg=hivemind&subdirectory=../../../vendor/hivemind
+html5lib==1.1
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+-e git+https://github.com/invoke-ai/InvokeAI@ebd73a2ac22ed4f06271b3c4850740cf84ab136a#egg=InvokeAI&subdirectory=../../../../../../../time/2024/11/30/InvokeAI
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+-e git+https://github.com/Agent-Artificial/litellm@3b2f04c8cb1a42fe5db8bcbf62d2e41a3a72f52a#egg=litellm&subdirectory=../../../vendor/litellm
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+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==8.9.2.26
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+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.3.101
+nvidia-nvtx-cu12==12.1.105
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+-e git+https://github.com/peterdemin/openai-cli@3af6c0eb6272ca4c3b79aca3220252dba324e20c#egg=openai_cli&subdirectory=../../../../../../../time/2024/05/31/openai-cli
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+password-strength==0.0.3.post2
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+-e git+https://github.com/tbarbette/perf-class@19f8299fb8a2cff33189e77c4547acf3a20f2a8b#egg=perf_class&subdirectory=../../../../../../../time/2024/07/05/perf-class
+petals @ git+https://github.com/bigscience-workshop/petals@d2fcbbc72e02b88cc34f2da8b3ae7de2873204a9
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+-e git+https://github.com/ivilata/pymultihash@215298fa2faa55027384d1f22519229d0918cfb0#egg=pymultihash&subdirectory=../../../../../../../time/2024/04/17/pymultihash
+PyNaCl==1.5.0
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+pyOpenSSL==24.2.1
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+pyroute2.ndb==0.post0
+pyroute2.nftables==0.post0
+pyroute2.nslink==0.post0
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+pytesseract==0.3.10
+pytest==8.2.2
+pytest-asyncio==0.23.7
+python-apt==2.4.0
+python-baseconv==1.2.2
+python-dateutil==2.8.2
+python-debian===0.1.43ubuntu1
+python-debianbts==3.2.0
+python-docx==1.1.2
+python-dotenv==1.0.1
+python-engineio==4.10.1
+python-json-logger==2.0.7
+python-Levenshtein==0.12.2
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+python-multipart==0.0.9
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+python-string-utils==1.0.0
+pytorch-lightning==2.1.3
+pytorch-metric-learning==2.3.0
+pytz==2023.4
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+pyxdg==0.27
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+pyzmq==26.0.3
+qtconsole==5.5.2
+QtPy==2.4.1
+queuelib==1.7.0
+-e git+https://github.com/QwenLM/Qwen-Agent.git@3db6738f5603e6215b4c39db59d390e694b7087f#egg=qwen_agent&subdirectory=../../../../../../../time/2024/11/25/Qwen-Agent
+rapidfuzz==3.9.3
+ratelimit==2.2.1
+ray==2.10.0
+-e git+https://github.com/RDFLib/rdflib@0b69f4f5f49aa2ea1caf23bbee20c7166625a4bd#egg=rdflib&subdirectory=../../../../../../../time/2024/05/26/rdflib
+Recoll==1.31.6
+recollchm==0.8.4.1+git
+recommonmark==0.6.0
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+referencing==0.35.1
+regex==2023.12.25
+reportbug===11.4.1ubuntu1
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+requests-file==2.1.0
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+requests-ntlm==1.1.0
+requests-oauthlib==2.0.0
+requests-toolbelt==1.0.0
+resolvelib==0.8.1
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+-e git+https://github.com/ncmiller/roku-cli.git@6990df804840fbc69d892a47bc655b15ed425e28#egg=rokucli&subdirectory=../../../../../../../time/2024/10/21/roku-cli
+roman==3.3
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+rsa==4.7.2
+ruamel.yaml==0.18.6
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+-e git+https://github.com/run-house/runhouse@96f0daf81b3f7c8116dcc3c2350e6abd05c917bd#egg=runhouse&subdirectory=../../../../../../../time/2024/12/06/runhouse
+s3transfer==0.10.1
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+scour==0.38.2
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+screen-resolution-extra==0.0.0
+SecretStorage==3.3.1
+selinux==3.3
+semantic-version==2.10.0
+semver==3.0.2
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+service-identity==24.1.0
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+skypilot @ file:///mnt/data1/nix/time/2024/07/11/skypilot
+smart-open==7.0.4
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+snowballstemmer==2.2.0
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+Sphinx==4.3.2
+sphinx-rtd-theme==1.0.0
+SQLAlchemy==2.0.30
+srsly==2.4.8
+ssh-import-id==5.11
+starlette==0.37.2
+-e git+https://github.com/maguowei/starred@f1ae04d5ee11952ad2ede1b8e9b679f347126cea#egg=starred&subdirectory=../../../../../../../time/2024/07/18/starred
+statsforecast==1.4.0
+statsmodels==0.14.2
+strace-parser @ file:///mnt/data1/nix/time/2024/09/15/strace-parser
+stringzilla==3.10.10
+substrate-interface==1.7.5
+-e git+https://github.com/jmikedupont2/swarm-models.git@11db002d774a86a50b3c6cc303ee707f12274576#egg=swarm_models&subdirectory=../../../../../../../time/2024/12/05/swarm-models
+-e git+https://github.com/meta-introspector/swarms.git@82a2d8954b9b4668801bdce59a23df4b0d16df1f#egg=swarms&subdirectory=../../../../../../../time/2024/05/31/swarms
+sympy==1.13.3
+systemd-python==234
+tabulate==0.9.0
+tenacity==8.2.3
+tensor-parallel==1.0.23
+tensorboard==2.17.0
+tensorboard-data-server==0.7.2
+tensorboardX==2.6.2.2
+termcolor==2.4.0
+test_tube==0.7.5
+-e git+https://github.com/Josephrp/testcontainers-python@298e0e7a260c21f81fa6e7bcf40613a094b8ef2b#egg=testcontainers&subdirectory=../../../../../../../time/2024/08/04/testcontainers-python
+TestSlide==2.7.1
+text-unidecode==1.3
+thespian==3.10.7
+thinc==8.2.5
+thoth-analyzer==0.1.8
+thoth-common==0.36.6
+thoth-license-solver==0.1.5
+thoth-python==0.16.11
+thoth-solver @ file:///mnt/data1/nix/time/2024/06/01/solver
+threadpoolctl==3.5.0
+tifffile==2024.7.24
+tiktoken==0.7.0
+time-machine==2.16.0
+timm==0.6.13
+tldextract==5.1.2
+tokenize-rt==5.2.0
+tokenizers==0.20.3
+toml==0.10.2
+tomli==2.0.1
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.3.1
+-e git+https://github.com/pyg-team/pytorch_geometric.git@8bb44edf7c7e687aca44daca0e6cc5eb6ae076b0#egg=torch_geometric&subdirectory=../../../../../../../time/2023/06/03/pytorch_geometric
+torchaudio==2.3.1
+torchmetrics==1.2.1
+torchsde==0.2.6
+torchvision==0.18.1
+tornado==6.1
+tqdm==4.65.2
+trampoline==0.1.2
+transformers==4.46.3
+-e git+https://github.com/elektito/trick@1946e731a3c247d9973c093695b7ea6162f1052a#egg=trick_scheme&subdirectory=../../../../../../../time/2024/07/18/trick
+triton==2.3.1
+trl==0.7.11
+trove-classifiers==2024.5.22
+ttystatus==0.38
+Twisted==24.7.0
+typeguard==2.13.3
+typer==0.12.3
+types-chardet==5.0.4.6
+types-protobuf==5.26.0.20240422
+types-pytz==2024.1.0.20240417
+types-toml==0.10.8.20240310
+typing-inspect==0.9.0
+typing_extensions==4.11.0
+tyro==0.7.3
+tzdata==2024.1
+tzlocal==5.2
+ubuntu-advantage-tools==27.12
+ubuntu-drivers-common==0.0.0
+ufw==0.36.1
+ujson==5.10.0
+unattended-upgrades==0.1
+Unidecode==1.3.3
+unidiff==0.5.5
+-e git+https://github.com/freckletonj/uniteai@653b2d01d5899f261af502a0b3367b4489d67821#egg=uniteai&subdirectory=../../../../../../../time/2024/06/27/uniteai
+uritemplate==4.1.1
+urllib3==2.2.3
+userpath==1.8.0
+utilsforecast==0.0.10
+uvicorn==0.28.0
+uvloop==0.19.0
+varint==1.0.2
+virtualenv==20.28.0
+virtualenv-clone==0.3.0
+vmdb2==0.24
+w3lib==2.2.1
+wadllib==1.3.6
+wajig==4.0.3
+wandb==0.15.3
+wasabi==1.1.3
+watchfiles==0.22.0
+wcwidth==0.2.13
+weasel==0.4.1
+webencodings==0.5.1
+websocket==0.2.1
+websocket-client @ git+https://github.com/websocket-client/websocket-client.git@77337ef76f1f38b14742ab28309f9ca51b8fb011
+websockets==12.0
+Werkzeug==3.0.2
+widgetsnbextension==4.0.13
+window_ops==0.0.15
+wrapt==1.13.3
+wsproto==1.2.0
+xcffib==0.11.1
+xdg==5
+xdot==1.2
+xgboost==2.0.3
+xkit==0.0.0
+xmltodict==0.13.0
+xxhash==3.4.1
+-e git+https://github.com/mschuett/yaml-shellcheck.git@08537c9c42734041d9da07a143437d2565fa6f83#egg=yaml_shellcheck&subdirectory=../../../../../../../time/2024/10/21/yaml-shellcheck
+yarl==1.9.4
+youtube-dl==2021.12.17
+yq==3.4.3
+zipp==1.0.0
+zope.event==5.0
+zope.interface==6.4.post2