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CustomGPT
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Files changed (15) hide show
  1. .gitattributes +2 -0
  2. README.md +2 -8
  3. app.py +68 -0
  4. documents/COMP3721-Week1-Part1 (1).pdf +3 -0
  5. flagged/log.csv +2 -0
  6. index.html +35 -0
  7. index.json/docstore.json +0 -0
  8. index.json/graph_store.json +1 -0
  9. index.json/index_store.json +1 -0
  10. index.json/vector_store.json +0 -0
  11. requirements.txt +4 -0
  12. saved_index/docstore.json +0 -0
  13. saved_index/graph_store.json +1 -0
  14. saved_index/index_store.json +1 -0
  15. saved_index/vector_store.json +3 -0
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ documents/COMP3721-Week1-Part1[[:space:]](1).pdf filter=lfs diff=lfs merge=lfs -text
37
+ saved_index/vector_store.json filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
  title: CustomGPT
3
- emoji: 👁
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- colorFrom: red
5
- colorTo: red
6
- sdk: gradio
7
- sdk_version: 4.1.1
8
  app_file: app.py
9
- pinned: false
 
10
  ---
11
-
12
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
  ---
2
  title: CustomGPT
 
 
 
 
 
3
  app_file: app.py
4
+ sdk: gradio
5
+ sdk_version: 4.0.2
6
  ---
 
 
app.py ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from llama_index import (
2
+ SimpleDirectoryReader,
3
+ GPTListIndex,
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+ GPTVectorStoreIndex,
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+ LLMPredictor,
6
+ PromptHelper,
7
+ StorageContext,
8
+ load_index_from_storage,
9
+ )
10
+ from langchain.llms import OpenAI
11
+ import gradio as gr
12
+ import sys
13
+ import os
14
+ from openai.error import RateLimitError
15
+
16
+ os.environ["OPENAI_API_KEY"] = "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"
17
+
18
+
19
+ def construct_index(directory_path):
20
+ OpenAI.api_key = os.environ["OPENAI_API_KEY"]
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+ max_input_size = 4096
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+ num_outputs = 512
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+ max_chunk_overlap = 20
24
+ chunk_size_limit = 600
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+ chunk_overlap_ratio = 0.1
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+ prompt_helper = PromptHelper(
27
+ max_input_size,
28
+ num_outputs,
29
+ chunk_overlap_ratio,
30
+ )
31
+ llm_predictor = LLMPredictor(
32
+ llm=OpenAI(
33
+ temperature=0.7, model_name="text-davinci-003", max_tokens=num_outputs
34
+ )
35
+ )
36
+ documents = SimpleDirectoryReader(directory_path).load_data()
37
+ index = GPTVectorStoreIndex.from_documents(
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+ documents, llm_predictor=llm_predictor, prompt_helper=prompt_helper
39
+ )
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+ index.storage_context.persist(persist_dir="./index.json")
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+ return index
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+
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+
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+ def chatbot(input_text, history):
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+ try:
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+ storage_context = StorageContext.from_defaults(persist_dir="./index.json")
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+ index = load_index_from_storage(storage_context)
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+ query_engine = index.as_query_engine()
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+
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+ # Ensure query returns a string
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+ response = query_engine.query(input_text)
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+ if not isinstance(response, str):
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+ response = str(response)
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+
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+ return response
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+ except Exception as e:
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+ # Log the exception for debugging
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+ print(f"An error occurred: {e}")
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+ return "An error occurred while processing your request."
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+
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+
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+ demo = gr.ChatInterface(
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+ fn=chatbot,
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+ title="Custom-trained AI Chatbot",
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+ )
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+
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+ index = construct_index("documents")
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+ demo.launch(share=True)
documents/COMP3721-Week1-Part1 (1).pdf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed4247227ad7024a9d885083470cd8bc0eed8b862e2eb97fbe3a423cf7869204
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+ size 1727771
flagged/log.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ input_text,output,flag,username,timestamp
2
+ What is data communication? Use recent context,,,,2023-11-01 13:19:05.196030
index.html ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <!DOCTYPE html>
2
+ <html lang="en">
3
+ <head>
4
+ <meta charset="UTF-8" />
5
+ <meta name="viewport" content="width=device-width, initial-scale=1.0" />
6
+ <title>Document</title>
7
+ </head>
8
+ <body>
9
+ <script>
10
+ (function (w, d, s, o, f, js, fjs) {
11
+ w["botsonic_widget"] = o;
12
+ w[o] =
13
+ w[o] ||
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+ function () {
15
+ (w[o].q = w[o].q || []).push(arguments);
16
+ };
17
+ (js = d.createElement(s)), (fjs = d.getElementsByTagName(s)[0]);
18
+ js.id = o;
19
+ js.src = f;
20
+ js.async = 1;
21
+ fjs.parentNode.insertBefore(js, fjs);
22
+ })(
23
+ window,
24
+ document,
25
+ "script",
26
+ "Botsonic",
27
+ "https://widget.writesonic.com/CDN/botsonic.min.js"
28
+ );
29
+ Botsonic("init", {
30
+ serviceBaseUrl: "https://api.botsonic.ai",
31
+ token: "2f8780ac-cdfd-47ff-b398-6bcf1f6b67bd",
32
+ });
33
+ </script>
34
+ </body>
35
+ </html>
index.json/docstore.json ADDED
The diff for this file is too large to render. See raw diff
 
index.json/graph_store.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"graph_dict": {}}
index.json/index_store.json ADDED
@@ -0,0 +1 @@
 
 
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index.json/vector_store.json ADDED
The diff for this file is too large to render. See raw diff
 
requirements.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ gradio==3.34.0
2
+ langchain==0.0.142
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+ llama-index==0.6.0a3
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+ PyPDF2==3.0.1
saved_index/docstore.json ADDED
The diff for this file is too large to render. See raw diff
 
saved_index/graph_store.json ADDED
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