Upload 10 files
Browse files- .gitignore +162 -0
- Agents.py +17 -0
- Clone repo +2 -0
- LICENSE +201 -0
- README.md +4 -6
- Required Libraries.py +1 -0
- app.py +45 -0
- project structure.md +15 -0
- systemagents.py +72 -0
- unified model.py +57 -0
.gitignore
ADDED
@@ -0,0 +1,162 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# Byte-compiled / optimized / DLL files
|
2 |
+
__pycache__/
|
3 |
+
*.py[cod]
|
4 |
+
*$py.class
|
5 |
+
|
6 |
+
# C extensions
|
7 |
+
*.so
|
8 |
+
|
9 |
+
# Distribution / packaging
|
10 |
+
.Python
|
11 |
+
build/
|
12 |
+
develop-eggs/
|
13 |
+
dist/
|
14 |
+
downloads/
|
15 |
+
eggs/
|
16 |
+
.eggs/
|
17 |
+
lib/
|
18 |
+
lib64/
|
19 |
+
parts/
|
20 |
+
sdist/
|
21 |
+
var/
|
22 |
+
wheels/
|
23 |
+
share/python-wheels/
|
24 |
+
*.egg-info/
|
25 |
+
.installed.cfg
|
26 |
+
*.egg
|
27 |
+
MANIFEST
|
28 |
+
|
29 |
+
# PyInstaller
|
30 |
+
# Usually these files are written by a python script from a template
|
31 |
+
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
32 |
+
*.manifest
|
33 |
+
*.spec
|
34 |
+
|
35 |
+
# Installer logs
|
36 |
+
pip-log.txt
|
37 |
+
pip-delete-this-directory.txt
|
38 |
+
|
39 |
+
# Unit test / coverage reports
|
40 |
+
htmlcov/
|
41 |
+
.tox/
|
42 |
+
.nox/
|
43 |
+
.coverage
|
44 |
+
.coverage.*
|
45 |
+
.cache
|
46 |
+
nosetests.xml
|
47 |
+
coverage.xml
|
48 |
+
*.cover
|
49 |
+
*.py,cover
|
50 |
+
.hypothesis/
|
51 |
+
.pytest_cache/
|
52 |
+
cover/
|
53 |
+
|
54 |
+
# Translations
|
55 |
+
*.mo
|
56 |
+
*.pot
|
57 |
+
|
58 |
+
# Django stuff:
|
59 |
+
*.log
|
60 |
+
local_settings.py
|
61 |
+
db.sqlite3
|
62 |
+
db.sqlite3-journal
|
63 |
+
|
64 |
+
# Flask stuff:
|
65 |
+
instance/
|
66 |
+
.webassets-cache
|
67 |
+
|
68 |
+
# Scrapy stuff:
|
69 |
+
.scrapy
|
70 |
+
|
71 |
+
# Sphinx documentation
|
72 |
+
docs/_build/
|
73 |
+
|
74 |
+
# PyBuilder
|
75 |
+
.pybuilder/
|
76 |
+
target/
|
77 |
+
|
78 |
+
# Jupyter Notebook
|
79 |
+
.ipynb_checkpoints
|
80 |
+
|
81 |
+
# IPython
|
82 |
+
profile_default/
|
83 |
+
ipython_config.py
|
84 |
+
|
85 |
+
# pyenv
|
86 |
+
# For a library or package, you might want to ignore these files since the code is
|
87 |
+
# intended to run in multiple environments; otherwise, check them in:
|
88 |
+
# .python-version
|
89 |
+
|
90 |
+
# pipenv
|
91 |
+
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
92 |
+
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
93 |
+
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
94 |
+
# install all needed dependencies.
|
95 |
+
#Pipfile.lock
|
96 |
+
|
97 |
+
# poetry
|
98 |
+
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
99 |
+
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
100 |
+
# commonly ignored for libraries.
|
101 |
+
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
102 |
+
#poetry.lock
|
103 |
+
|
104 |
+
# pdm
|
105 |
+
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
106 |
+
#pdm.lock
|
107 |
+
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
108 |
+
# in version control.
|
109 |
+
# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
|
110 |
+
.pdm.toml
|
111 |
+
.pdm-python
|
112 |
+
.pdm-build/
|
113 |
+
|
114 |
+
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
115 |
+
__pypackages__/
|
116 |
+
|
117 |
+
# Celery stuff
|
118 |
+
celerybeat-schedule
|
119 |
+
celerybeat.pid
|
120 |
+
|
121 |
+
# SageMath parsed files
|
122 |
+
*.sage.py
|
123 |
+
|
124 |
+
# Environments
|
125 |
+
.env
|
126 |
+
.venv
|
127 |
+
env/
|
128 |
+
venv/
|
129 |
+
ENV/
|
130 |
+
env.bak/
|
131 |
+
venv.bak/
|
132 |
+
|
133 |
+
# Spyder project settings
|
134 |
+
.spyderproject
|
135 |
+
.spyproject
|
136 |
+
|
137 |
+
# Rope project settings
|
138 |
+
.ropeproject
|
139 |
+
|
140 |
+
# mkdocs documentation
|
141 |
+
/site
|
142 |
+
|
143 |
+
# mypy
|
144 |
+
.mypy_cache/
|
145 |
+
.dmypy.json
|
146 |
+
dmypy.json
|
147 |
+
|
148 |
+
# Pyre type checker
|
149 |
+
.pyre/
|
150 |
+
|
151 |
+
# pytype static type analyzer
|
152 |
+
.pytype/
|
153 |
+
|
154 |
+
# Cython debug symbols
|
155 |
+
cython_debug/
|
156 |
+
|
157 |
+
# PyCharm
|
158 |
+
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
159 |
+
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
160 |
+
# and can be added to the global gitignore or merged into this file. For a more nuclear
|
161 |
+
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
162 |
+
#.idea/
|
Agents.py
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from agents.front_end_agent import FrontEndAgent
|
2 |
+
from agents.back_end_agent import BackEndAgent
|
3 |
+
from agents.database_agent import DatabaseAgent
|
4 |
+
from agents.devops_agent import DevOpsAgent
|
5 |
+
from agents.project_management_agent import ProjectManagementAgent
|
6 |
+
from integration.integration_layer import IntegrationLayer
|
7 |
+
|
8 |
+
front_end_agent = FrontEndAgent(model, tokenizer)
|
9 |
+
back_end_agent = BackEndAgent(model, tokenizer)
|
10 |
+
database_agent = DatabaseAgent(model, tokenizer)
|
11 |
+
devops_agent = DevOpsAgent(model, tokenizer)
|
12 |
+
project_management_agent = ProjectManagementAgent(model, tokenizer)
|
13 |
+
integration_layer = IntegrationLayer(front_end_agent, back_end_agent, database_agent, devops_agent, project_management_agent)
|
14 |
+
|
15 |
+
task_data = {'task': 'Create a responsive website layout'}
|
16 |
+
result = integration_layer.process_task('front_end', task_data)
|
17 |
+
print(result)
|
Clone repo
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
git clone https://github.com/your-repo/mixture_of_agents.git
|
2 |
+
cd mixture_of_agents
|
LICENSE
ADDED
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Apache License
|
2 |
+
Version 2.0, January 2004
|
3 |
+
http://www.apache.org/licenses/
|
4 |
+
|
5 |
+
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
6 |
+
|
7 |
+
1. Definitions.
|
8 |
+
|
9 |
+
"License" shall mean the terms and conditions for use, reproduction,
|
10 |
+
and distribution as defined by Sections 1 through 9 of this document.
|
11 |
+
|
12 |
+
"Licensor" shall mean the copyright owner or entity authorized by
|
13 |
+
the copyright owner that is granting the License.
|
14 |
+
|
15 |
+
"Legal Entity" shall mean the union of the acting entity and all
|
16 |
+
other entities that control, are controlled by, or are under common
|
17 |
+
control with that entity. For the purposes of this definition,
|
18 |
+
"control" means (i) the power, direct or indirect, to cause the
|
19 |
+
direction or management of such entity, whether by contract or
|
20 |
+
otherwise, or (ii) ownership of fifty percent (50%) or more of the
|
21 |
+
outstanding shares, or (iii) beneficial ownership of such entity.
|
22 |
+
|
23 |
+
"You" (or "Your") shall mean an individual or Legal Entity
|
24 |
+
exercising permissions granted by this License.
|
25 |
+
|
26 |
+
"Source" form shall mean the preferred form for making modifications,
|
27 |
+
including but not limited to software source code, documentation
|
28 |
+
source, and configuration files.
|
29 |
+
|
30 |
+
"Object" form shall mean any form resulting from mechanical
|
31 |
+
transformation or translation of a Source form, including but
|
32 |
+
not limited to compiled object code, generated documentation,
|
33 |
+
and conversions to other media types.
|
34 |
+
|
35 |
+
"Work" shall mean the work of authorship, whether in Source or
|
36 |
+
Object form, made available under the License, as indicated by a
|
37 |
+
copyright notice that is included in or attached to the work
|
38 |
+
(an example is provided in the Appendix below).
|
39 |
+
|
40 |
+
"Derivative Works" shall mean any work, whether in Source or Object
|
41 |
+
form, that is based on (or derived from) the Work and for which the
|
42 |
+
editorial revisions, annotations, elaborations, or other modifications
|
43 |
+
represent, as a whole, an original work of authorship. For the purposes
|
44 |
+
of this License, Derivative Works shall not include works that remain
|
45 |
+
separable from, or merely link (or bind by name) to the interfaces of,
|
46 |
+
the Work and Derivative Works thereof.
|
47 |
+
|
48 |
+
"Contribution" shall mean any work of authorship, including
|
49 |
+
the original version of the Work and any modifications or additions
|
50 |
+
to that Work or Derivative Works thereof, that is intentionally
|
51 |
+
submitted to Licensor for inclusion in the Work by the copyright owner
|
52 |
+
or by an individual or Legal Entity authorized to submit on behalf of
|
53 |
+
the copyright owner. For the purposes of this definition, "submitted"
|
54 |
+
means any form of electronic, verbal, or written communication sent
|
55 |
+
to the Licensor or its representatives, including but not limited to
|
56 |
+
communication on electronic mailing lists, source code control systems,
|
57 |
+
and issue tracking systems that are managed by, or on behalf of, the
|
58 |
+
Licensor for the purpose of discussing and improving the Work, but
|
59 |
+
excluding communication that is conspicuously marked or otherwise
|
60 |
+
designated in writing by the copyright owner as "Not a Contribution."
|
61 |
+
|
62 |
+
"Contributor" shall mean Licensor and any individual or Legal Entity
|
63 |
+
on behalf of whom a Contribution has been received by Licensor and
|
64 |
+
subsequently incorporated within the Work.
|
65 |
+
|
66 |
+
2. Grant of Copyright License. Subject to the terms and conditions of
|
67 |
+
this License, each Contributor hereby grants to You a perpetual,
|
68 |
+
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
|
69 |
+
copyright license to reproduce, prepare Derivative Works of,
|
70 |
+
publicly display, publicly perform, sublicense, and distribute the
|
71 |
+
Work and such Derivative Works in Source or Object form.
|
72 |
+
|
73 |
+
3. Grant of Patent License. Subject to the terms and conditions of
|
74 |
+
this License, each Contributor hereby grants to You a perpetual,
|
75 |
+
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
|
76 |
+
(except as stated in this section) patent license to make, have made,
|
77 |
+
use, offer to sell, sell, import, and otherwise transfer the Work,
|
78 |
+
where such license applies only to those patent claims licensable
|
79 |
+
by such Contributor that are necessarily infringed by their
|
80 |
+
Contribution(s) alone or by combination of their Contribution(s)
|
81 |
+
with the Work to which such Contribution(s) was submitted. If You
|
82 |
+
institute patent litigation against any entity (including a
|
83 |
+
cross-claim or counterclaim in a lawsuit) alleging that the Work
|
84 |
+
or a Contribution incorporated within the Work constitutes direct
|
85 |
+
or contributory patent infringement, then any patent licenses
|
86 |
+
granted to You under this License for that Work shall terminate
|
87 |
+
as of the date such litigation is filed.
|
88 |
+
|
89 |
+
4. Redistribution. You may reproduce and distribute copies of the
|
90 |
+
Work or Derivative Works thereof in any medium, with or without
|
91 |
+
modifications, and in Source or Object form, provided that You
|
92 |
+
meet the following conditions:
|
93 |
+
|
94 |
+
(a) You must give any other recipients of the Work or
|
95 |
+
Derivative Works a copy of this License; and
|
96 |
+
|
97 |
+
(b) You must cause any modified files to carry prominent notices
|
98 |
+
stating that You changed the files; and
|
99 |
+
|
100 |
+
(c) You must retain, in the Source form of any Derivative Works
|
101 |
+
that You distribute, all copyright, patent, trademark, and
|
102 |
+
attribution notices from the Source form of the Work,
|
103 |
+
excluding those notices that do not pertain to any part of
|
104 |
+
the Derivative Works; and
|
105 |
+
|
106 |
+
(d) If the Work includes a "NOTICE" text file as part of its
|
107 |
+
distribution, then any Derivative Works that You distribute must
|
108 |
+
include a readable copy of the attribution notices contained
|
109 |
+
within such NOTICE file, excluding those notices that do not
|
110 |
+
pertain to any part of the Derivative Works, in at least one
|
111 |
+
of the following places: within a NOTICE text file distributed
|
112 |
+
as part of the Derivative Works; within the Source form or
|
113 |
+
documentation, if provided along with the Derivative Works; or,
|
114 |
+
within a display generated by the Derivative Works, if and
|
115 |
+
wherever such third-party notices normally appear. The contents
|
116 |
+
of the NOTICE file are for informational purposes only and
|
117 |
+
do not modify the License. You may add Your own attribution
|
118 |
+
notices within Derivative Works that You distribute, alongside
|
119 |
+
or as an addendum to the NOTICE text from the Work, provided
|
120 |
+
that such additional attribution notices cannot be construed
|
121 |
+
as modifying the License.
|
122 |
+
|
123 |
+
You may add Your own copyright statement to Your modifications and
|
124 |
+
may provide additional or different license terms and conditions
|
125 |
+
for use, reproduction, or distribution of Your modifications, or
|
126 |
+
for any such Derivative Works as a whole, provided Your use,
|
127 |
+
reproduction, and distribution of the Work otherwise complies with
|
128 |
+
the conditions stated in this License.
|
129 |
+
|
130 |
+
5. Submission of Contributions. Unless You explicitly state otherwise,
|
131 |
+
any Contribution intentionally submitted for inclusion in the Work
|
132 |
+
by You to the Licensor shall be under the terms and conditions of
|
133 |
+
this License, without any additional terms or conditions.
|
134 |
+
Notwithstanding the above, nothing herein shall supersede or modify
|
135 |
+
the terms of any separate license agreement you may have executed
|
136 |
+
with Licensor regarding such Contributions.
|
137 |
+
|
138 |
+
6. Trademarks. This License does not grant permission to use the trade
|
139 |
+
names, trademarks, service marks, or product names of the Licensor,
|
140 |
+
except as required for reasonable and customary use in describing the
|
141 |
+
origin of the Work and reproducing the content of the NOTICE file.
|
142 |
+
|
143 |
+
7. Disclaimer of Warranty. Unless required by applicable law or
|
144 |
+
agreed to in writing, Licensor provides the Work (and each
|
145 |
+
Contributor provides its Contributions) on an "AS IS" BASIS,
|
146 |
+
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
|
147 |
+
implied, including, without limitation, any warranties or conditions
|
148 |
+
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
|
149 |
+
PARTICULAR PURPOSE. You are solely responsible for determining the
|
150 |
+
appropriateness of using or redistributing the Work and assume any
|
151 |
+
risks associated with Your exercise of permissions under this License.
|
152 |
+
|
153 |
+
8. Limitation of Liability. In no event and under no legal theory,
|
154 |
+
whether in tort (including negligence), contract, or otherwise,
|
155 |
+
unless required by applicable law (such as deliberate and grossly
|
156 |
+
negligent acts) or agreed to in writing, shall any Contributor be
|
157 |
+
liable to You for damages, including any direct, indirect, special,
|
158 |
+
incidental, or consequential damages of any character arising as a
|
159 |
+
result of this License or out of the use or inability to use the
|
160 |
+
Work (including but not limited to damages for loss of goodwill,
|
161 |
+
work stoppage, computer failure or malfunction, or any and all
|
162 |
+
other commercial damages or losses), even if such Contributor
|
163 |
+
has been advised of the possibility of such damages.
|
164 |
+
|
165 |
+
9. Accepting Warranty or Additional Liability. While redistributing
|
166 |
+
the Work or Derivative Works thereof, You may choose to offer,
|
167 |
+
and charge a fee for, acceptance of support, warranty, indemnity,
|
168 |
+
or other liability obligations and/or rights consistent with this
|
169 |
+
License. However, in accepting such obligations, You may act only
|
170 |
+
on Your own behalf and on Your sole responsibility, not on behalf
|
171 |
+
of any other Contributor, and only if You agree to indemnify,
|
172 |
+
defend, and hold each Contributor harmless for any liability
|
173 |
+
incurred by, or claims asserted against, such Contributor by reason
|
174 |
+
of your accepting any such warranty or additional liability.
|
175 |
+
|
176 |
+
END OF TERMS AND CONDITIONS
|
177 |
+
|
178 |
+
APPENDIX: How to apply the Apache License to your work.
|
179 |
+
|
180 |
+
To apply the Apache License to your work, attach the following
|
181 |
+
boilerplate notice, with the fields enclosed by brackets "[]"
|
182 |
+
replaced with your own identifying information. (Don't include
|
183 |
+
the brackets!) The text should be enclosed in the appropriate
|
184 |
+
comment syntax for the file format. We also recommend that a
|
185 |
+
file or class name and description of purpose be included on the
|
186 |
+
same "printed page" as the copyright notice for easier
|
187 |
+
identification within third-party archives.
|
188 |
+
|
189 |
+
Copyright [yyyy] [name of copyright owner]
|
190 |
+
|
191 |
+
Licensed under the Apache License, Version 2.0 (the "License");
|
192 |
+
you may not use this file except in compliance with the License.
|
193 |
+
You may obtain a copy of the License at
|
194 |
+
|
195 |
+
http://www.apache.org/licenses/LICENSE-2.0
|
196 |
+
|
197 |
+
Unless required by applicable law or agreed to in writing, software
|
198 |
+
distributed under the License is distributed on an "AS IS" BASIS,
|
199 |
+
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
200 |
+
See the License for the specific language governing permissions and
|
201 |
+
limitations under the License.
|
README.md
CHANGED
@@ -1,5 +1,6 @@
|
|
|
|
|
|
1 |
|
2 |
-
```markdown
|
3 |
# Mixture of Agents Model (MAM) - Full-Stack Development Team
|
4 |
|
5 |
## Overview
|
@@ -8,7 +9,7 @@ The Mixture of Agents Model (MAM) is an AI-driven full-stack development team th
|
|
8 |
|
9 |
## Folder Structure
|
10 |
|
11 |
-
```
|
12 |
mixture_of_agents/
|
13 |
├── app.py
|
14 |
├── colab_notebook.ipynb
|
@@ -172,11 +173,8 @@ Contributions are welcome! Please fork the repository and create a pull request
|
|
172 |
|
173 |
## License
|
174 |
|
175 |
-
This project is licensed under the
|
176 |
|
177 |
## Contact
|
178 |
|
179 |
For any questions or issues, please open an issue on GitHub or contact the repository maintainer.
|
180 |
-
```
|
181 |
-
|
182 |
-
This updated `README.md` should be free of YAML parsing errors and provides a comprehensive guide for setting up and running the Mixture of Agents Model.
|
|
|
1 |
+
# Ddroidlabs-Codex-Mini
|
2 |
+
small agentic model designed as a coding assistant
|
3 |
|
|
|
4 |
# Mixture of Agents Model (MAM) - Full-Stack Development Team
|
5 |
|
6 |
## Overview
|
|
|
9 |
|
10 |
## Folder Structure
|
11 |
|
12 |
+
```
|
13 |
mixture_of_agents/
|
14 |
├── app.py
|
15 |
├── colab_notebook.ipynb
|
|
|
173 |
|
174 |
## License
|
175 |
|
176 |
+
This project is licensed under the apache-2.0 License.
|
177 |
|
178 |
## Contact
|
179 |
|
180 |
For any questions or issues, please open an issue on GitHub or contact the repository maintainer.
|
|
|
|
|
|
Required Libraries.py
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
pip install transformers datasets numpy pandas
|
app.py
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from flask import Flask, request, jsonify
|
2 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
3 |
+
from agents.front_end_agent import FrontEndAgent
|
4 |
+
from agents.back_end_agent import BackEndAgent
|
5 |
+
from agents.database_agent import DatabaseAgent
|
6 |
+
from agents.devops_agent import DevOpsAgent
|
7 |
+
from agents.project_management_agent import ProjectManagementAgent
|
8 |
+
from integration.integration_layer import IntegrationLayer
|
9 |
+
|
10 |
+
app = Flask(__name__)
|
11 |
+
|
12 |
+
# Load the model and tokenizer
|
13 |
+
model_name = "gpt-3"
|
14 |
+
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
15 |
+
model = AutoModelForCausalLM.from_pretrained(model_name)
|
16 |
+
|
17 |
+
# Initialize agents
|
18 |
+
front_end_agent = FrontEndAgent(model, tokenizer)
|
19 |
+
back_end_agent = BackEndAgent(model, tokenizer)
|
20 |
+
database_agent = DatabaseAgent(model, tokenizer)
|
21 |
+
devops_agent = DevOpsAgent(model, tokenizer)
|
22 |
+
project_management_agent = ProjectManagementAgent(model, tokenizer)
|
23 |
+
integration_layer = IntegrationLayer(front_end_agent, back_end_agent, database_agent, devops_agent, project_management_agent)
|
24 |
+
|
25 |
+
@app.route('/')
|
26 |
+
def home():
|
27 |
+
return "Welcome to the Mixture of Agents Model API!"
|
28 |
+
|
29 |
+
@app.route('/process', methods=['POST'])
|
30 |
+
def process_task():
|
31 |
+
data = request.json
|
32 |
+
task_type = data.get('task_type')
|
33 |
+
task_data = data.get('task_data')
|
34 |
+
|
35 |
+
if not task_type or not task_data:
|
36 |
+
return jsonify({"error": "task_type and task_data are required"}), 400
|
37 |
+
|
38 |
+
try:
|
39 |
+
result = integration_layer.process_task(task_type, task_data)
|
40 |
+
return jsonify({"result": result})
|
41 |
+
except ValueError as e:
|
42 |
+
return jsonify({"error": str(e)}), 400
|
43 |
+
|
44 |
+
if __name__ == '__main__':
|
45 |
+
app.run(debug=True)
|
project structure.md
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
mixture_of_agents/
|
2 |
+
├── colab_notebook.ipynb
|
3 |
+
├── dataset/
|
4 |
+
│ └── code_finetune_dataset.json
|
5 |
+
├── agents/
|
6 |
+
│ ├── front_end_agent.py
|
7 |
+
│ ├── back_end_agent.py
|
8 |
+
│ ├── database_agent.py
|
9 |
+
│ ├── devops_agent.py
|
10 |
+
│ └── project_management_agent.py
|
11 |
+
├── integration/
|
12 |
+
│ └── integration_layer.py
|
13 |
+
└── model/
|
14 |
+
├── load_pretrained_model.py
|
15 |
+
└── fine_tune_model.py
|
systemagents.py
ADDED
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
class FrontEndAgent:
|
2 |
+
def create_ui(self, requirements):
|
3 |
+
# Design UI based on requirements
|
4 |
+
pass
|
5 |
+
|
6 |
+
def develop_ui(self):
|
7 |
+
# Code the UI using HTML, CSS, JavaScript, React
|
8 |
+
pass
|
9 |
+
|
10 |
+
class BackEndAgent:
|
11 |
+
def design_api(self, requirements):
|
12 |
+
# Design RESTful APIs
|
13 |
+
pass
|
14 |
+
|
15 |
+
def develop_backend(self):
|
16 |
+
# Implement server-side logic using Node.js, Django, etc.
|
17 |
+
pass
|
18 |
+
|
19 |
+
class DatabaseAgent:
|
20 |
+
def design_schema(self, requirements):
|
21 |
+
# Design database schema
|
22 |
+
pass
|
23 |
+
|
24 |
+
def manage_database(self):
|
25 |
+
# Handle database operations
|
26 |
+
pass
|
27 |
+
|
28 |
+
class DevOpsAgent:
|
29 |
+
def setup_ci_cd(self):
|
30 |
+
# Setup CI/CD pipelines
|
31 |
+
pass
|
32 |
+
|
33 |
+
def deploy_application(self):
|
34 |
+
# Automate deployment process
|
35 |
+
pass
|
36 |
+
|
37 |
+
class ProjectManagementAgent:
|
38 |
+
def gather_requirements(self):
|
39 |
+
# Interact with client to gather requirements
|
40 |
+
pass
|
41 |
+
|
42 |
+
def manage_project(self):
|
43 |
+
# Oversee project progress and task assignment
|
44 |
+
pass
|
45 |
+
|
46 |
+
class IntegrationLayer:
|
47 |
+
def integrate_agents(self):
|
48 |
+
# Ensure seamless communication between agents
|
49 |
+
pass
|
50 |
+
|
51 |
+
# Main Workflow
|
52 |
+
def main():
|
53 |
+
pm_agent = ProjectManagementAgent()
|
54 |
+
fe_agent = FrontEndAgent()
|
55 |
+
be_agent = BackEndAgent()
|
56 |
+
db_agent = DatabaseAgent()
|
57 |
+
devops_agent = DevOpsAgent()
|
58 |
+
integration_layer = IntegrationLayer()
|
59 |
+
|
60 |
+
requirements = pm_agent.gather_requirements()
|
61 |
+
fe_agent.create_ui(requirements)
|
62 |
+
fe_agent.develop_ui()
|
63 |
+
be_agent.design_api(requirements)
|
64 |
+
be_agent.develop_backend()
|
65 |
+
db_agent.design_schema(requirements)
|
66 |
+
db_agent.manage_database()
|
67 |
+
integration_layer.integrate_agents()
|
68 |
+
devops_agent.setup_ci_cd()
|
69 |
+
devops_agent.deploy_application()
|
70 |
+
|
71 |
+
if __name__ == "__main__":
|
72 |
+
main()
|
unified model.py
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
class UnifiedModel:
|
2 |
+
def __init__(self):
|
3 |
+
self.shared_parameters = self.initialize_shared_parameters()
|
4 |
+
self.front_end_agent = self.initialize_front_end_agent()
|
5 |
+
self.back_end_agent = self.initialize_back_end_agent()
|
6 |
+
self.database_agent = self.initialize_database_agent()
|
7 |
+
self.devops_agent = self.initialize_devops_agent()
|
8 |
+
self.project_management_agent = self.initialize_project_management_agent()
|
9 |
+
self.coordination_mechanism = self.initialize_coordination_mechanism()
|
10 |
+
|
11 |
+
def initialize_shared_parameters(self):
|
12 |
+
# Initialize shared parameters for general tasks
|
13 |
+
pass
|
14 |
+
|
15 |
+
def initialize_front_end_agent(self):
|
16 |
+
# Initialize parameters for front-end tasks
|
17 |
+
pass
|
18 |
+
|
19 |
+
def initialize_back_end_agent(self):
|
20 |
+
# Initialize parameters for back-end tasks
|
21 |
+
pass
|
22 |
+
|
23 |
+
def initialize_database_agent(self):
|
24 |
+
# Initialize parameters for database tasks
|
25 |
+
pass
|
26 |
+
|
27 |
+
def initialize_devops_agent(self):
|
28 |
+
# Initialize parameters for DevOps tasks
|
29 |
+
pass
|
30 |
+
|
31 |
+
def initialize_project_management_agent(self):
|
32 |
+
# Initialize parameters for project management tasks
|
33 |
+
pass
|
34 |
+
|
35 |
+
def initialize_coordination_mechanism(self):
|
36 |
+
# Initialize mechanism for coordinating between agents
|
37 |
+
pass
|
38 |
+
|
39 |
+
def process_task(self, task_type, task_data):
|
40 |
+
# Route the task to the appropriate agent
|
41 |
+
if task_type == 'front_end':
|
42 |
+
return self.front_end_agent.process(task_data)
|
43 |
+
elif task_type == 'back_end':
|
44 |
+
return self.back_end_agent.process(task_data)
|
45 |
+
elif task_type == 'database':
|
46 |
+
return self.database_agent.process(task_data)
|
47 |
+
elif task_type == 'devops':
|
48 |
+
return self.devops_agent.process(task_data)
|
49 |
+
elif task_type == 'project_management':
|
50 |
+
return self.project_management_agent.process(task_data)
|
51 |
+
else:
|
52 |
+
raise ValueError("Unknown task type")
|
53 |
+
|
54 |
+
# Example usage
|
55 |
+
model = UnifiedModel()
|
56 |
+
result = model.process_task('front_end', {'html': '<div></div>'})
|
57 |
+
print(result)
|