Upload 3 files

.gitattributes

@@ -32,3 +32,4 @@ 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
+index.json filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,35 @@
+from gpt_index import SimpleDirectoryReader, GPTListIndex, GPTSimpleVectorIndex, LLMPredictor, PromptHelper
+from langchain.chat_models import ChatOpenAI
+import gradio as gr
+import sys
+import os
+
+
+def construct_index():
+    max_input_size = 4096
+    num_outputs = 512
+    max_chunk_overlap = 20
+    chunk_size_limit = 600
+
+    prompt_helper = PromptHelper(max_input_size, num_outputs, max_chunk_overlap, chunk_size_limit=chunk_size_limit)
+
+    llm_predictor = LLMPredictor(llm=ChatOpenAI(temperature=0.7, model_name="gpt-3.5-turbo", max_tokens=num_outputs))
+
+    # documents = SimpleDirectoryReader(directory_path).load_data()
+
+    index = GPTSimpleVectorIndex.load_from_disk('index.json', llm_predictor=llm_predictor, prompt_helper=prompt_helper)
+
+    return index
+
+def chatbot(input_text):
+    index = GPTSimpleVectorIndex.load_from_disk('index.json')
+    response = index.query(input_text)
+    return response.response
+
+iface = gr.Interface(fn=chatbot,
+                     inputs=gr.components.Textbox(lines=7, label="Enter your text"),
+                     outputs="text",
+                     title="AI Chatbot for DWW Audio resources")
+
+# index = construct_index()
+iface.launch(share=False)

index.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b61fd2d6d1eb3ec3bb365b10db0829772868d33908fbae6334331012fb1db8db
+size 22415132

requirements.txt

@@ -0,0 +1,82 @@
+aiofiles==23.1.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+altair==5.0.0
+anyio==3.6.2
+async-timeout==4.0.2
+attrs==23.1.0
+certifi==2023.5.7
+charset-normalizer==3.1.0
+click==8.1.3
+colorama==0.4.6
+contourpy==1.0.7
+cycler==0.11.0
+dataclasses-json==0.5.7
+fastapi==0.95.2
+ffmpy==0.3.0
+filelock==3.12.0
+fonttools==4.39.4
+frozenlist==1.3.3
+fsspec==2023.5.0
+gpt-index==0.4.24
+gradio==3.31.0
+gradio_client==0.2.5
+greenlet==2.0.2
+h11==0.14.0
+httpcore==0.17.1
+httpx==0.24.0
+huggingface-hub==0.14.1
+idna==3.4
+Jinja2==3.1.2
+jsonschema==4.17.3
+kiwisolver==1.4.4
+langchain==0.0.148
+linkify-it-py==2.0.2
+llama-index==0.5.6
+markdown-it-py==2.2.0
+MarkupSafe==2.1.2
+marshmallow==3.19.0
+marshmallow-enum==1.5.1
+matplotlib==3.7.1
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+multidict==6.0.4
+mypy-extensions==1.0.0
+numexpr==2.8.4
+numpy==1.24.3
+openai==0.27.6
+openapi-schema-pydantic==1.2.4
+orjson==3.8.12
+packaging==23.1
+pandas==2.0.1
+Pillow==9.5.0
+pycryptodome==3.17
+pydantic==1.10.7
+pydub==0.25.1
+Pygments==2.15.1
+pyparsing==3.0.9
+PyPDF2==3.0.1
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3
+PyYAML==6.0
+regex==2023.5.5
+requests==2.30.0
+semantic-version==2.10.0
+six==1.16.0
+sniffio==1.3.0
+SQLAlchemy==1.4.48
+starlette==0.27.0
+tenacity==8.2.2
+tiktoken==0.4.0
+toolz==0.12.0
+tqdm==4.65.0
+typing-inspect==0.8.0
+typing_extensions==4.5.0
+tzdata==2023.3
+uc-micro-py==1.0.2
+urllib3==2.0.2
+uvicorn==0.22.0
+websockets==11.0.3
+yarl==1.9.2