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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+test_index_persist/vector_store.json filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,70 @@
+from llama_index import GPTVectorStoreIndex, SimpleDirectoryReader, ServiceContext, set_global_service_context, load_index_from_storage, StorageContext, PromptHelper
+from llama_index.llms import OpenAI
+from langchain.chat_models import ChatOpenAI
+import gradio as gr
+import sys
+import os
+
+# Disabled for HF
+# def construct_index(directory_path, index_path):
+#     max_input_size = 4096
+#     num_outputs = 512
+#     chunk_overlap_ratio = 0.2
+#     chunk_size_limit = 600
+
+#     if os.listdir(index_path) != []:
+        
+#         return index
+
+#     # Load in documents
+#     documents = SimpleDirectoryReader(directory_path).load_data()
+
+#     # Define LLM: gpt-3.5-turbo, temp:0.7
+#     llm = OpenAI(model="gpt-3.5-turbo", temperature=0.7, max_tokens=num_outputs)
+
+#     # Define prompt helper
+#     prompt_helper = PromptHelper(context_window=max_input_size, num_output=num_outputs, chunk_overlap_ratio=chunk_overlap_ratio, chunk_size_limit=chunk_size_limit)
+
+#     # Set service context
+#     service_context = ServiceContext.from_defaults(llm=llm, prompt_helper=prompt_helper)
+#     set_global_service_context(service_context)
+
+#     # Parse documents into nodes
+#     # parser = SimpleNodeParser.from_defaults()
+#     # nodes = parser.get_nodes_from_documents(documents)
+
+#     # Index documents
+#     index = GPTVectorStoreIndex.from_documents(documents)
+
+#     # Save index
+#     index.storage_context.persist(persist_dir=index_path)
+
+#     return index
+
+STORAGE_CONTEXT = StorageContext.from_defaults(persist_dir="test_index_persist")
+INDEX = load_index_from_storage(STORAGE_CONTEXT)
+QE = INDEX.as_query_engine()
+
+def format_chat(message, chat_history, max_chat_length=10):
+    prompt = ""
+    for chat in chat_history[~max_chat_length:]:
+        user_chat, bot_chat = chat
+        prompt = f"{prompt}\nUser: {user_chat}\nAssistant: {bot_chat}"
+    prompt = f"{prompt}\nUser: {message}\nAssistant:"
+    return prompt
+
+def chatfunc(input_text, chat_history):
+    response = QE.query(input_text)
+    chat_history.append([input_text, response.response])
+    return "", chat_history
+
+with gr.Blocks() as iface:
+    chatbot = gr.Chatbot(height=400)
+    msg = gr.Textbox(label="Ask the Standard Bot anything about curriculum standards")
+    submit = gr.Button("Submit")
+    with gr.Row():
+        
+        clear = gr.ClearButton(components=[msg, chatbot])
+        msg.submit(chatfunc, [msg, chatbot], [msg, chatbot])
+    
+iface.launch(share=False)

requirements.txt

@@ -0,0 +1,236 @@
+absl-py==1.3.0
+accelerate==0.19.0
+aiofiles==23.1.0
+aiohttp==3.8.6
+aiosignal==1.3.1
+altair==4.2.0
+annotated-types==0.5.0
+anyio==3.6.2
+appdirs==1.4.4
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==21.2.0
+bcrypt==4.0.1
+beautifulsoup4==4.12.2
+bleach==6.0.0
+BLEURT==0.0.2
+blinker==1.6.2
+blis==0.7.10
+boto3==1.22.6
+botocore==1.25.6
+cachetools==4.2.4
+catalogue==2.0.9
+certifi==2021.5.30
+chardet==4.0.0
+charset-normalizer==2.0.6
+click==8.1.7
+click-log==0.4.0
+colorama==0.4.6
+confection==0.1.1
+contourpy==1.0.7
+cycler==0.11.0
+cymem==2.0.7
+Cython==0.29.30
+dataclasses-json==0.6.1
+datasets==2.5.2
+deprecation==2.1.0
+dill==0.3.5.1
+docker-pycreds==0.4.0
+docutils==0.20.1
+dotty-dict==1.3.1
+entrypoints==0.4
+et-xmlfile==1.1.0
+evaluate==0.2.2
+fastapi==0.101.1
+ffmpy==0.3.0
+filelock==3.3.0
+Flask==2.3.3
+Flask-Bcrypt==1.0.1
+Flask-Login==0.6.2
+Flask-SQLAlchemy==3.0.5
+flatbuffers==22.9.24
+folium==0.2.1
+fonttools==4.39.4
+frozenlist==1.4.0
+fschat==0.2.8
+fsspec==2023.9.2
+future==0.18.2
+gast==0.4.0
+gensim==4.3.1
+gitdb==4.0.10
+GitPython==3.1.31
+google-auth==1.35.0
+google-auth-oauthlib==0.4.6
+google-pasta==0.2.0
+gotrue==1.0.2
+gradio==3.47.1
+gradio_client==0.6.0
+greenlet==2.0.2
+grpcio==1.41.0
+h11==0.14.0
+h5py==3.7.0
+httpcore==0.16.3
+httpx==0.23.3
+huggingface-hub==0.14.1
+idna==3.2
+importlib-metadata==6.8.0
+importlib-resources==5.12.0
+invoke==1.7.3
+itsdangerous==2.1.2
+jaraco.classes==3.3.0
+Jinja2==3.1.2
+jmespath==1.0.0
+joblib==1.0.1
+jsonlines==3.0.0
+jsonpatch==1.33
+jsonpointer==2.4
+jsonschema==4.17.3
+kaggle==1.5.12
+keras==2.10.0
+Keras-Preprocessing==1.1.2
+keyring==24.2.0
+kiwisolver==1.4.4
+langchain==0.0.310
+langcodes==3.3.0
+langsmith==0.0.43
+libclang==14.0.6
+linkify-it-py==2.0.2
+llama-index==0.8.41
+Markdown==3.3.4
+markdown-it-py==2.2.0
+markdown2==2.4.8
+MarkupSafe==2.1.1
+marshmallow==3.20.1
+matplotlib==3.7.1
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+more-itertools==10.1.0
+multidict==5.1.0
+multiprocess==0.70.13
+murmurhash==1.0.9
+mypy-extensions==1.0.0
+nest-asyncio==1.5.8
+nh3==0.2.11
+numpy==1.22.4
+oauthlib==3.1.1
+openai==0.28.1
+openpyxl==3.0.10
+opt-einsum==3.3.0
+orjson==3.8.12
+packaging==21.0
+pandas==1.5.0
+pathtools==0.1.2
+pathy==0.10.2
+Pillow==9.3.0
+pkginfo==1.9.6
+postgrest==0.10.6
+preshed==3.0.8
+prompt-toolkit==3.0.38
+protobuf==3.19.0
+psutil==5.9.5
+pyarrow==9.0.0
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pydantic==1.10.10
+pydantic_core==2.6.0
+pydeck==0.8.1b0
+pyDeprecate==0.3.1
+pydub==0.25.1
+Pygments==2.15.1
+Pympler==1.0.1
+pyparsing==2.4.7
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-dotenv==1.0.0
+python-gitlab==3.15.0
+python-multipart==0.0.6
+python-semantic-release==7.33.2
+python-slugify==5.0.2
+pytorch-lightning==1.4.9
+pytorch-pretrained-bert==0.6.2
+pytz==2022.4
+pywin32-ctypes==0.2.2
+PyYAML==5.4.1
+readme-renderer==40.0
+realtime==1.0.0
+regex==2023.10.3
+requests==2.26.0
+requests-oauthlib==1.3.0
+requests-toolbelt==1.0.0
+responses==0.18.0
+rfc3986==1.5.0
+rich==13.3.5
+rsa==4.7.2
+s3transfer==0.5.2
+sacremoses==0.0.46
+scikit-learn==1.0
+scipy==1.7.1
+semantic-version==2.10.0
+semver==2.13.0
+sentencepiece==0.1.96
+sentry-sdk==1.22.2
+setproctitle==1.3.2
+shortuuid==1.0.11
+six==1.16.0
+smart-open==6.3.0
+smmap==5.0.0
+sniffio==1.3.0
+soupsieve==2.5
+spacy==3.6.0
+spacy-legacy==3.0.12
+spacy-loggers==1.0.4
+SQLAlchemy==2.0.20
+srsly==2.4.7
+starlette==0.27.0
+storage3==0.5.3
+streamlit==1.12.0
+StrEnum==0.4.15
+supabase==1.0.3
+supafunc==0.2.2
+svgwrite==1.4.3
+tenacity==8.2.3
+tensorboard==2.10.1
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.0
+tensorflow==2.10.0
+tensorflow-estimator==2.10.0
+tensorflow-io-gcs-filesystem==0.27.0
+termcolor==2.0.1
+text-unidecode==1.3
+tf-slim==1.1.0
+thinc==8.1.10
+threadpoolctl==3.0.0
+tiktoken==0.5.1
+tokenizers==0.13.3
+toml==0.10.2
+tomlkit==0.12.1
+toolz==0.12.0
+torch==1.13.0+cu117
+torchaudio==0.13.0+cu117
+torchmetrics==0.5.1
+torchvision==0.14.0+cu117
+tornado==6.3.3
+tqdm==4.62.3
+transformers==4.28.1
+twine==3.8.0
+typer==0.9.0
+typing-inspect==0.9.0
+typing_extensions==4.7.1
+tzdata==2023.3
+tzlocal==5.0.1
+uc-micro-py==1.0.2
+urllib3==1.26.15
+uvicorn==0.22.0
+validators==0.22.0
+wandb==0.15.2
+wasabi==1.1.2
+watchdog==3.0.0
+wavedrom==2.0.3.post3
+wcwidth==0.2.6
+webencodings==0.5.1
+websockets==10.4
+Werkzeug==2.3.7
+wrapt==1.14.1
+xxhash==3.0.0
+yarl==1.6.3
+zipp==3.15.0

test_index_persist/graph_store.json

@@ -0,0 +1 @@
+{"graph_dict": {}}

test_index_persist/index_store.json

@@ -0,0 +1 @@
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test_index_persist/vector_store.json

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