├── .gitignore
├── LICENSE
├── README.md
├── docs
├── pipeline.png
├── reference_links.png
└── tests
│ ├── chat_to_sqlite_gui.png
│ ├── chat_to_web_gui.png
│ ├── chat_webui.png
│ ├── extract_params.png
│ ├── generate_notice.png
│ ├── images_input.png
│ ├── pipeline_render.png
│ ├── rag_kb.png
│ ├── rag_search_engine.png
│ ├── rag_search_engine_ref.png
│ ├── rag_sql.png
│ └── task_cls.png
├── langpipe
├── __init__.py
├── lpaggregator.py
├── lpbaseinvoker.py
├── lpbaserouter.py
├── lpbegin.py
├── lpboardrender.py
├── lpchatter.py
├── lpclassifier.py
├── lpend.py
├── lpextractor.py
├── lpgenerator.py
├── lpnode.py
├── lpsqlcreator.py
└── lpsuperaggregator.py
├── lpdata.json
├── requirements.txt
├── setup.py
└── tests
├── 00-chat_test.py
├── 01-text_generation_test.py
├── 02-task_classification_test.py
├── 03-parameters_extraction_test.py
├── 04-notice_generation_test.py
├── 05-pipeline_render_test.py
├── 06-images_input_test.py
├── 10-search_engine_rag.py
├── 11-sql_rag.py
├── 12-vector_rag.py
├── 13-search_engine_rag_references.py
├── 14-vector_rag_references.py
├── 15-multi_round_chat.py
├── 16-chat_to_mysql.py
├── 17-chat_to_web.py
├── 18-chat_to_knowledgebase.py
├── 20-chat_to_web_gui.py
├── 21-chat_to_sqlite_gui.py
├── README.md
├── chat_webui
├── app.py
├── static
│ ├── index.css
│ └── index.js
└── templates
│ └── index.html
├── faiss.db
├── faiss.index
├── fake_faiss_index.py
├── fake_sqlite_db.py
├── sample_nodes
├── README.md
├── __init__.py
├── lpbochasearch.py
├── lpdbsearch.py
├── lpfetchweather.py
├── lpgeneratenotice.py
└── lpkbsearch.py
├── shop.db
└── weather.py
/.gitignore:
--------------------------------------------------------------------------------
1 | # Byte-compiled / optimized / DLL files
2 | __pycache__/
3 | *.py[cod]
4 | *$py.class
5 |
6 | # C extensions
7 | *.so
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9 | # Distribution / packaging
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21 | var/
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24 | *.egg-info/
25 | .installed.cfg
26 | *.egg
27 | MANIFEST
28 |
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32 | *.manifest
33 | *.spec
34 |
35 | # Installer logs
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37 | pip-delete-this-directory.txt
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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
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64 | # Flask stuff:
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67 |
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73 |
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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 | # UV
98 | # Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
99 | # This is especially recommended for binary packages to ensure reproducibility, and is more
100 | # commonly ignored for libraries.
101 | #uv.lock
102 |
103 | # poetry
104 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
105 | # This is especially recommended for binary packages to ensure reproducibility, and is more
106 | # commonly ignored for libraries.
107 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
108 | #poetry.lock
109 |
110 | # pdm
111 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
112 | #pdm.lock
113 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
114 | # in version control.
115 | # https://pdm.fming.dev/latest/usage/project/#working-with-version-control
116 | .pdm.toml
117 | .pdm-python
118 | .pdm-build/
119 |
120 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
121 | __pypackages__/
122 |
123 | # Celery stuff
124 | celerybeat-schedule
125 | celerybeat.pid
126 |
127 | # SageMath parsed files
128 | *.sage.py
129 |
130 | # Environments
131 | .env
132 | .venv
133 | env/
134 | venv/
135 | ENV/
136 | env.bak/
137 | venv.bak/
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139 | # Spyder project settings
140 | .spyderproject
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142 |
143 | # Rope project settings
144 | .ropeproject
145 |
146 | # mkdocs documentation
147 | /site
148 |
149 | # mypy
150 | .mypy_cache/
151 | .dmypy.json
152 | dmypy.json
153 |
154 | # Pyre type checker
155 | .pyre/
156 |
157 | # pytype static type analyzer
158 | .pytype/
159 |
160 | # Cython debug symbols
161 | cython_debug/
162 |
163 | # PyCharm
164 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
165 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
166 | # and can be added to the global gitignore or merged into this file. For a more nuclear
167 | # option (not recommended) you can uncomment the following to ignore the entire idea folder.
168 | #.idea/
169 |
170 | # Ruff stuff:
171 | .ruff_cache/
172 |
173 | # PyPI configuration file
174 | .pypirc
175 |
176 | # test files
177 | tests/files/
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/README.md:
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1 | # PyLangPipe
2 |
3 |
5 |