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Merge pull request #2 from mwalker-tmd/feature/frontend-template

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Files changed (17) hide show
  1. .gitignore +26 -0
  2. backend/api/agent.py +12 -4
  3. backend/api/query.py +8 -3
  4. backend/core/vector_store.py +33 -3
  5. frontend/.env.template +4 -0
  6. frontend/eslint.config.js +33 -0
  7. frontend/index.html +12 -0
  8. frontend/package-lock.json +2781 -0
  9. frontend/package.json +27 -0
  10. frontend/src/App.css +125 -0
  11. frontend/src/App.jsx +36 -0
  12. frontend/src/components/ChatBox.jsx +94 -0
  13. frontend/src/components/FileUploader.jsx +75 -0
  14. frontend/src/index.css +51 -0
  15. frontend/src/main.jsx +16 -0
  16. frontend/src/utils/env.js +5 -0
  17. frontend/vite.config.js +8 -0
.gitignore CHANGED
@@ -177,3 +177,29 @@ cython_debug/
177
 
178
  # VS Code
179
  .vscode/
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
177
 
178
  # VS Code
179
  .vscode/
180
+
181
+ # Added by the Vite Server installer:
182
+ # Logs
183
+ logs
184
+ *.log
185
+ npm-debug.log*
186
+ yarn-debug.log*
187
+ yarn-error.log*
188
+ pnpm-debug.log*
189
+ lerna-debug.log*
190
+
191
+ node_modules
192
+ dist
193
+ dist-ssr
194
+ *.local
195
+
196
+ # Editor directories and files
197
+ .vscode/*
198
+ !.vscode/extensions.json
199
+ .idea
200
+ .DS_Store
201
+ *.suo
202
+ *.ntvs*
203
+ *.njsproj
204
+ *.sln
205
+ *.sw?
backend/api/agent.py CHANGED
@@ -1,4 +1,4 @@
1
- from fastapi import APIRouter
2
  from backend.agents.agent_loader import load_agent
3
 
4
  router = APIRouter()
@@ -6,7 +6,7 @@ router = APIRouter()
6
  agent = load_agent()
7
 
8
  @router.post("/agent", tags=["Agent"])
9
- async def run_agent(query: str):
10
  """
11
  Executes the agent with the given query input.
12
 
@@ -18,7 +18,15 @@ async def run_agent(query: str):
18
  Returns
19
  -------
20
  dict
21
- The agent's response.
 
 
 
 
22
  """
23
  result = await agent.ainvoke({"input": query})
24
- return {"response": result}
 
 
 
 
 
1
+ from fastapi import APIRouter, Form
2
  from backend.agents.agent_loader import load_agent
3
 
4
  router = APIRouter()
 
6
  agent = load_agent()
7
 
8
  @router.post("/agent", tags=["Agent"])
9
+ async def run_agent(query: str = Form(...)):
10
  """
11
  Executes the agent with the given query input.
12
 
 
18
  Returns
19
  -------
20
  dict
21
+ The final string response from the agent.
22
+ Example:
23
+ {
24
+ "response": "You said: Hello world"
25
+ }
26
  """
27
  result = await agent.ainvoke({"input": query})
28
+
29
+ # Extract the useful part
30
+ output = result.get("output") if isinstance(result, dict) else result
31
+
32
+ return {"response": output}
backend/api/query.py CHANGED
@@ -13,12 +13,12 @@ llm = ChatOpenAI(model_name="gpt-4o-mini") # Using LangChain's ChatOpenAI
13
  vector_store = VectorStore()
14
  prompt_manager = PromptManager()
15
 
16
- @router.post("/query")
17
  async def query(question: str = Form(...)):
18
  if not vector_store.is_initialized:
19
  return JSONResponse(
20
  status_code=400,
21
- content={"error": "No file uploaded yet."}
22
  )
23
 
24
  context_list = vector_store.search(question)
@@ -27,6 +27,11 @@ async def query(question: str = Form(...)):
27
 
28
  async def response_stream():
29
  async for chunk in llm.astream(messages):
30
- yield chunk
 
 
 
 
 
31
 
32
  return StreamingResponse(response_stream(), media_type="text/plain")
 
13
  vector_store = VectorStore()
14
  prompt_manager = PromptManager()
15
 
16
+ @router.post("/ask")
17
  async def query(question: str = Form(...)):
18
  if not vector_store.is_initialized:
19
  return JSONResponse(
20
  status_code=400,
21
+ content={"error": "No file uploaded yet. Please upload a file before asking questions."}
22
  )
23
 
24
  context_list = vector_store.search(question)
 
27
 
28
  async def response_stream():
29
  async for chunk in llm.astream(messages):
30
+ # Extract the text content from the AIMessageChunk
31
+ if hasattr(chunk, 'content'):
32
+ yield chunk.content
33
+ else:
34
+ # Fallback if the chunk doesn't have a content attribute
35
+ yield str(chunk)
36
 
37
  return StreamingResponse(response_stream(), media_type="text/plain")
backend/core/vector_store.py CHANGED
@@ -2,9 +2,20 @@ from backend.core.vectordatabase import VectorDatabase
2
  from backend.core.text_utils import PDFLoader, TextFileLoader, CharacterTextSplitter
3
 
4
  class VectorStore:
 
 
 
 
 
 
 
 
 
5
  def __init__(self):
6
- self.vector_db = None
7
- self.splitter = CharacterTextSplitter()
 
 
8
 
9
  async def process_file(self, file_path: str, is_pdf: bool) -> int:
10
  """Process a file and store its chunks in the vector database"""
@@ -20,7 +31,26 @@ class VectorStore:
20
  """Search the vector database for relevant context"""
21
  if self.vector_db is None:
22
  return []
23
- return self.vector_db.search_by_text(query, k=k)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
 
25
  @property
26
  def is_initialized(self) -> bool:
 
2
  from backend.core.text_utils import PDFLoader, TextFileLoader, CharacterTextSplitter
3
 
4
  class VectorStore:
5
+ _instance = None
6
+
7
+ def __new__(cls):
8
+ if cls._instance is None:
9
+ cls._instance = super(VectorStore, cls).__new__(cls)
10
+ cls._instance.vector_db = None
11
+ cls._instance.splitter = CharacterTextSplitter()
12
+ return cls._instance
13
+
14
  def __init__(self):
15
+ # This will only run once due to the singleton pattern
16
+ if not hasattr(self, 'vector_db'):
17
+ self.vector_db = None
18
+ self.splitter = CharacterTextSplitter()
19
 
20
  async def process_file(self, file_path: str, is_pdf: bool) -> int:
21
  """Process a file and store its chunks in the vector database"""
 
31
  """Search the vector database for relevant context"""
32
  if self.vector_db is None:
33
  return []
34
+
35
+ try:
36
+ # Get search results from the vector database
37
+ results = self.vector_db.search_by_text(query, k=k)
38
+
39
+ # Ensure we're returning a list of tuples with (text, score)
40
+ processed_results = []
41
+ for result in results:
42
+ if isinstance(result, tuple) and len(result) == 2:
43
+ # If it's already a tuple with (document, score)
44
+ doc, score = result
45
+ processed_results.append((str(doc.page_content), score))
46
+ else:
47
+ # If it's just a document or something else
48
+ processed_results.append((str(result), 1.0))
49
+
50
+ return processed_results
51
+ except Exception as e:
52
+ print(f"Error in vector store search: {e}")
53
+ return []
54
 
55
  @property
56
  def is_initialized(self) -> bool:
frontend/.env.template ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ # API Configuration
2
+ # Development: Typically http://localhost:7860
3
+ # Production: Your production API URL
4
+ VITE_API_URL=http://localhost:7860
frontend/eslint.config.js ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import js from '@eslint/js'
2
+ import globals from 'globals'
3
+ import reactHooks from 'eslint-plugin-react-hooks'
4
+ import reactRefresh from 'eslint-plugin-react-refresh'
5
+
6
+ export default [
7
+ { ignores: ['dist'] },
8
+ {
9
+ files: ['**/*.{js,jsx}'],
10
+ languageOptions: {
11
+ ecmaVersion: 2020,
12
+ globals: globals.browser,
13
+ parserOptions: {
14
+ ecmaVersion: 'latest',
15
+ ecmaFeatures: { jsx: true },
16
+ sourceType: 'module',
17
+ },
18
+ },
19
+ plugins: {
20
+ 'react-hooks': reactHooks,
21
+ 'react-refresh': reactRefresh,
22
+ },
23
+ rules: {
24
+ ...js.configs.recommended.rules,
25
+ ...reactHooks.configs.recommended.rules,
26
+ 'no-unused-vars': ['error', { varsIgnorePattern: '^[A-Z_]' }],
27
+ 'react-refresh/only-export-components': [
28
+ 'warn',
29
+ { allowConstantExport: true },
30
+ ],
31
+ },
32
+ },
33
+ ]
frontend/index.html ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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>TMD - Pythonic RAG Chat</title>
7
+ </head>
8
+ <body>
9
+ <div id="root"></div>
10
+ <script type="module" src="/src/main.jsx"></script>
11
+ </body>
12
+ </html>
frontend/package-lock.json ADDED
@@ -0,0 +1,2781 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "frontend",
3
+ "version": "0.0.0",
4
+ "lockfileVersion": 3,
5
+ "requires": true,
6
+ "packages": {
7
+ "": {
8
+ "name": "frontend",
9
+ "version": "0.0.0",
10
+ "dependencies": {
11
+ "react": "^19.0.0",
12
+ "react-dom": "^19.0.0"
13
+ },
14
+ "devDependencies": {
15
+ "@eslint/js": "^9.22.0",
16
+ "@types/react": "^19.0.10",
17
+ "@types/react-dom": "^19.0.4",
18
+ "@vitejs/plugin-react": "^4.3.4",
19
+ "eslint": "^9.22.0",
20
+ "eslint-plugin-react-hooks": "^5.2.0",
21
+ "eslint-plugin-react-refresh": "^0.4.19",
22
+ "globals": "^16.0.0",
23
+ "vite": "^6.3.1"
24
+ }
25
+ },
26
+ "node_modules/@ampproject/remapping": {
27
+ "version": "2.3.0",
28
+ "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
29
+ "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
30
+ "dev": true,
31
+ "license": "Apache-2.0",
32
+ "dependencies": {
33
+ "@jridgewell/gen-mapping": "^0.3.5",
34
+ "@jridgewell/trace-mapping": "^0.3.24"
35
+ },
36
+ "engines": {
37
+ "node": ">=6.0.0"
38
+ }
39
+ },
40
+ "node_modules/@babel/code-frame": {
41
+ "version": "7.26.2",
42
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
43
+ "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==",
44
+ "dev": true,
45
+ "license": "MIT",
46
+ "dependencies": {
47
+ "@babel/helper-validator-identifier": "^7.25.9",
48
+ "js-tokens": "^4.0.0",
49
+ "picocolors": "^1.0.0"
50
+ },
51
+ "engines": {
52
+ "node": ">=6.9.0"
53
+ }
54
+ },
55
+ "node_modules/@babel/compat-data": {
56
+ "version": "7.26.8",
57
+ "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.26.8.tgz",
58
+ "integrity": "sha512-oH5UPLMWR3L2wEFLnFJ1TZXqHufiTKAiLfqw5zkhS4dKXLJ10yVztfil/twG8EDTA4F/tvVNw9nOl4ZMslB8rQ==",
59
+ "dev": true,
60
+ "license": "MIT",
61
+ "engines": {
62
+ "node": ">=6.9.0"
63
+ }
64
+ },
65
+ "node_modules/@babel/core": {
66
+ "version": "7.26.10",
67
+ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.26.10.tgz",
68
+ "integrity": "sha512-vMqyb7XCDMPvJFFOaT9kxtiRh42GwlZEg1/uIgtZshS5a/8OaduUfCi7kynKgc3Tw/6Uo2D+db9qBttghhmxwQ==",
69
+ "dev": true,
70
+ "license": "MIT",
71
+ "dependencies": {
72
+ "@ampproject/remapping": "^2.2.0",
73
+ "@babel/code-frame": "^7.26.2",
74
+ "@babel/generator": "^7.26.10",
75
+ "@babel/helper-compilation-targets": "^7.26.5",
76
+ "@babel/helper-module-transforms": "^7.26.0",
77
+ "@babel/helpers": "^7.26.10",
78
+ "@babel/parser": "^7.26.10",
79
+ "@babel/template": "^7.26.9",
80
+ "@babel/traverse": "^7.26.10",
81
+ "@babel/types": "^7.26.10",
82
+ "convert-source-map": "^2.0.0",
83
+ "debug": "^4.1.0",
84
+ "gensync": "^1.0.0-beta.2",
85
+ "json5": "^2.2.3",
86
+ "semver": "^6.3.1"
87
+ },
88
+ "engines": {
89
+ "node": ">=6.9.0"
90
+ },
91
+ "funding": {
92
+ "type": "opencollective",
93
+ "url": "https://opencollective.com/babel"
94
+ }
95
+ },
96
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+ },
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+ },
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+ "browserslist": ">= 4.21.0"
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+ }
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+ }
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+ },
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+ }
frontend/package.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "frontend",
3
+ "private": true,
4
+ "version": "0.0.0",
5
+ "type": "module",
6
+ "scripts": {
7
+ "dev": "vite",
8
+ "build": "vite build",
9
+ "lint": "eslint .",
10
+ "preview": "vite preview"
11
+ },
12
+ "dependencies": {
13
+ "react": "^19.0.0",
14
+ "react-dom": "^19.0.0"
15
+ },
16
+ "devDependencies": {
17
+ "@eslint/js": "^9.22.0",
18
+ "@types/react": "^19.0.10",
19
+ "@types/react-dom": "^19.0.4",
20
+ "@vitejs/plugin-react": "^4.3.4",
21
+ "eslint": "^9.22.0",
22
+ "eslint-plugin-react-hooks": "^5.2.0",
23
+ "eslint-plugin-react-refresh": "^0.4.19",
24
+ "globals": "^16.0.0",
25
+ "vite": "^6.3.1"
26
+ }
27
+ }
frontend/src/App.css ADDED
@@ -0,0 +1,125 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ .file-uploader {
2
+ margin-bottom: 2rem;
3
+ padding: 1rem;
4
+ border: 1px solid #ccc;
5
+ border-radius: 4px;
6
+ }
7
+
8
+ .file-uploader form {
9
+ display: flex;
10
+ gap: 1rem;
11
+ }
12
+
13
+ .file-uploader label {
14
+ font-weight: bold;
15
+ }
16
+
17
+ .file-uploader button {
18
+ padding: 0.5rem 1rem;
19
+ color: white;
20
+ border: none;
21
+ border-radius: 4px;
22
+ cursor: pointer;
23
+ }
24
+
25
+ .file-uploader button:disabled {
26
+ background-color: #cccccc;
27
+ cursor: not-allowed;
28
+ }
29
+
30
+ .file-uploader .message {
31
+ margin-top: 1rem;
32
+ padding: 0.5rem;
33
+ border-radius: 4px;
34
+ }
35
+
36
+ /* Additional css for the layout changes */
37
+ .app-root {
38
+ display: flex;
39
+ flex-direction: column;
40
+ height: 100vh;
41
+ overflow: hidden; /* prevents the page from scrolling */
42
+ }
43
+
44
+ .branding {
45
+ text-align: center;
46
+ margin-top: 1rem;
47
+ }
48
+
49
+ .logo {
50
+ max-width: 250px;
51
+ margin-bottom: 1rem;
52
+ }
53
+
54
+ .chat-section {
55
+ flex: 1;
56
+ display: flex;
57
+ flex-direction: column;
58
+ overflow-y: auto;
59
+ padding: 1rem 20px;
60
+ }
61
+
62
+ .chat-mode .content {
63
+ justify-content: flex-start;
64
+ }
65
+
66
+ .initial-mode .content {
67
+ display: flex;
68
+ align-items: center;
69
+ justify-content: center;
70
+ }
71
+
72
+ .footer-uploader {
73
+ padding: 1rem 20px;
74
+ background: var(--background);
75
+ border-top: 1px solid var(--primary-light);
76
+ display: flex;
77
+ justify-content: center;
78
+ flex-shrink: 0;
79
+ }
80
+
81
+ .footer-uploader.bottom {
82
+ margin-top: auto;
83
+ }
84
+
85
+ .question-input-row {
86
+ display: flex;
87
+ gap: 1rem;
88
+ padding: 0 20px;
89
+ align-items: flex-end;
90
+ }
91
+
92
+ .question-input-row textarea {
93
+ flex: 1;
94
+ resize: vertical;
95
+ min-height: 40px; /* optional: keep it from growing unnecessarily */
96
+ padding: 0.5rem;
97
+ font-family: inherit;
98
+ border: 1px solid var(--primary);
99
+ border-radius: 4px;
100
+ }
101
+
102
+ .question-input-row button {
103
+ padding: 0.5rem 1rem;
104
+ height: 40px; /* matches min-height of textarea */
105
+ margin: 0; /* reset accidental spacing */
106
+ border-radius: 4px;
107
+ background-color: var(--primary);
108
+ color: white;
109
+ border: none;
110
+ cursor: pointer;
111
+ }
112
+
113
+ .question-input-row button:disabled {
114
+ background-color: var(--primary-light);
115
+ cursor: not-allowed;
116
+ }
117
+
118
+ .question-input-row textarea:focus {
119
+ outline: 2px solid var(--primary);
120
+ outline-offset: 2px;
121
+ }
122
+
123
+ .question-input-row button:hover:not(:disabled) {
124
+ background-color: var(--primary-dark);
125
+ }
frontend/src/App.jsx ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import FileUploader from './components/FileUploader'
2
+ import ChatBox from './components/ChatBox'
3
+ import { useState } from 'react'
4
+ import './App.css' // Layout styles
5
+
6
+ function App() {
7
+ const [fileUploaded, setFileUploaded] = useState(false)
8
+
9
+ return (
10
+ <div className={`app-root ${fileUploaded ? 'chat-mode' : 'initial-mode'}`}>
11
+ <div className="branding">
12
+ {/* TODO: Replace branding logo and app title with your own */}
13
+ <img
14
+ src="/logo_light_transparent.png"
15
+ alt="Your Logo"
16
+ className="logo"
17
+ />
18
+ <h1>AI Agent Chat Template</h1>
19
+ </div>
20
+
21
+ {fileUploaded && (
22
+ <div className="chat-section">
23
+ {/* TODO: Customize ChatBox behavior, styling, or replace it entirely */}
24
+ <ChatBox />
25
+ </div>
26
+ )}
27
+
28
+ <div className="footer-uploader">
29
+ {/* TODO: Replace FileUploader or bypass if not needed */}
30
+ <FileUploader onUploadSuccess={() => setFileUploaded(true)} />
31
+ </div>
32
+ </div>
33
+ )
34
+ }
35
+
36
+ export default App
frontend/src/components/ChatBox.jsx ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { useState } from 'react'
2
+ import { getApiUrl } from '../utils/env'
3
+
4
+ export default function ChatBox() {
5
+ const [question, setQuestion] = useState('')
6
+ const [response, setResponse] = useState('')
7
+ const [isStreaming, setIsStreaming] = useState(false)
8
+ const [endpoint, setEndpoint] = useState('/ask') // or '/agent'
9
+
10
+ const askQuestion = async (e) => {
11
+ e.preventDefault()
12
+ if (!question.trim()) return
13
+
14
+ setIsStreaming(true)
15
+ setResponse('')
16
+
17
+ try {
18
+ const formData = new FormData()
19
+ formData.append(endpoint === '/ask' ? 'question' : 'query', question) // flexible
20
+
21
+ const res = await fetch(`${getApiUrl()}${endpoint}`, {
22
+ method: 'POST',
23
+ body: formData,
24
+ })
25
+
26
+ if (!res.ok) {
27
+ // Try to parse the error response
28
+ try {
29
+ const errorData = await res.json()
30
+ throw new Error(errorData.error || `HTTP error! status: ${res.status}`)
31
+ } catch (e) {
32
+ // If parsing fails, use the status text
33
+ throw new Error(`HTTP error! status: ${res.status}`)
34
+ }
35
+ }
36
+
37
+ if (res.body) {
38
+ const reader = res.body.getReader()
39
+ const decoder = new TextDecoder('utf-8')
40
+ while (true) {
41
+ const { done, value } = await reader.read()
42
+ if (done) break
43
+ const text = decoder.decode(value)
44
+ try {
45
+ const parsed = JSON.parse(text);
46
+ setResponse(prev => prev + (parsed.response || text));
47
+ } catch {
48
+ setResponse(prev => prev + text);
49
+ }
50
+ }
51
+ } else {
52
+ const data = await res.json()
53
+ setResponse(data.response || 'No response received')
54
+ }
55
+ } catch (error) {
56
+ console.error('Error:', error)
57
+ setResponse('Error: ' + error.message)
58
+ } finally {
59
+ setIsStreaming(false)
60
+ }
61
+ }
62
+
63
+ return (
64
+ <>
65
+ {/* TODO: Customize this UI based on your agent or query-based backend */}
66
+ <div className="response-panel" data-testid="response-panel">
67
+ {response || 'Response will appear here...'}
68
+ </div>
69
+
70
+ <div className="question-input-row">
71
+ <textarea
72
+ data-testid="question-input"
73
+ rows={3}
74
+ value={question}
75
+ onChange={(e) => setQuestion(e.target.value)}
76
+ placeholder="Ask a question..."
77
+ />
78
+
79
+ <select
80
+ value={endpoint}
81
+ onChange={(e) => setEndpoint(e.target.value)}
82
+ disabled={isStreaming}
83
+ >
84
+ <option value="/ask">RAG (/ask)</option>
85
+ <option value="/agent">Agent (/agent)</option>
86
+ </select>
87
+
88
+ <button onClick={askQuestion} disabled={isStreaming}>
89
+ {isStreaming ? 'Thinking…' : 'Ask'}
90
+ </button>
91
+ </div>
92
+ </>
93
+ )
94
+ }
frontend/src/components/FileUploader.jsx ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { useState } from 'react'
2
+ import { getApiUrl } from '../utils/env'
3
+
4
+ function FileUploader({ onUploadSuccess }) {
5
+ const [file, setFile] = useState(null)
6
+ const [uploading, setUploading] = useState(false)
7
+ const [message, setMessage] = useState('')
8
+
9
+ const handleFileChange = (e) => {
10
+ setFile(e.target.files[0])
11
+ setMessage('')
12
+ }
13
+
14
+ const uploadFile = async (e) => {
15
+ e.preventDefault()
16
+ if (!file) {
17
+ setMessage('Please select a file first')
18
+ return
19
+ }
20
+
21
+ setUploading(true)
22
+ setMessage('')
23
+
24
+ const formData = new FormData()
25
+ formData.append('file', file)
26
+
27
+ try {
28
+ // TODO: This endpoint expects a backend route POST /upload
29
+ const response = await fetch(`${getApiUrl()}/upload`, {
30
+ method: 'POST',
31
+ body: formData,
32
+ })
33
+
34
+ if (!response.ok) {
35
+ throw new Error(`Upload failed with status: ${response.status}`)
36
+ }
37
+
38
+ const data = await response.json()
39
+ setMessage(data.message || 'Upload successful!')
40
+ setFile(null)
41
+ if (onUploadSuccess) onUploadSuccess()
42
+ } catch (error) {
43
+ console.error('Upload error:', error)
44
+ setMessage('Upload error: ' + error.message)
45
+ } finally {
46
+ setUploading(false)
47
+ }
48
+ }
49
+
50
+ return (
51
+ <div className="file-uploader">
52
+ {/* TODO: Replace or style this component for your use case */}
53
+ <form onSubmit={uploadFile} role="form">
54
+ <label htmlFor="file-input">File:</label>
55
+ <input
56
+ id="file-input"
57
+ type="file"
58
+ onChange={handleFileChange}
59
+ disabled={uploading}
60
+ />
61
+ <button type="submit" disabled={!file || uploading}>
62
+ {uploading ? 'Uploading...' : 'Upload'}
63
+ </button>
64
+ </form>
65
+
66
+ {message && (
67
+ <p className="message" data-testid="upload-message">
68
+ {message}
69
+ </p>
70
+ )}
71
+ </div>
72
+ )
73
+ }
74
+
75
+ export default FileUploader
frontend/src/index.css ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ :root {
2
+ --background: hsl(34, 78%, 91%);
3
+ --paper: hsl(0, 0%, 100%);
4
+ --primary: hsl(150, 8%, 67%);
5
+ --primary-dark: hsl(150, 8%, 47%);
6
+ --primary-light: hsl(150, 8%, 87%);
7
+ }
8
+
9
+ #root {
10
+ flex: 1;
11
+ display: flex;
12
+ flex-direction: column;
13
+ padding: 0;
14
+ text-align: left;
15
+ }
16
+
17
+ body {
18
+ margin: 0;
19
+ padding: 0;
20
+ font-family: sans-serif;
21
+ height: 100vh;
22
+ display: flex;
23
+ flex-direction: column;
24
+ background: var(--background);
25
+ }
26
+
27
+ .response-panel {
28
+ flex: 1;
29
+ border: 1px solid var(--primary);
30
+ padding: 1rem;
31
+ overflow-y: auto;
32
+ background: var(--paper);
33
+ border-radius: 8px;
34
+ white-space: pre-wrap;
35
+ margin: 0px 10px 10px 10px;
36
+ }
37
+
38
+ button {
39
+ padding: 0.5rem 1rem;
40
+ font-weight: bold;
41
+ cursor: pointer;
42
+ background: var(--primary);
43
+ color: white;
44
+ border: none;
45
+ border-radius: 4px;
46
+ margin: 0px 10px 0px 10px;
47
+ }
48
+
49
+ button:hover {
50
+ background: var(--primary-dark);
51
+ }
frontend/src/main.jsx ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ // Entry point for the frontend app
2
+ // TODO: Add app-wide context providers here (e.g., theme, analytics)
3
+
4
+ import { StrictMode } from 'react'
5
+ import { createRoot } from 'react-dom/client'
6
+ import './index.css'
7
+ import App from './App.jsx'
8
+
9
+ // TODO: Remove this log after verifying API setup
10
+ console.log("🌐 VITE_API_URL is:", import.meta.env.VITE_API_URL)
11
+
12
+ createRoot(document.getElementById('root')).render(
13
+ <StrictMode>
14
+ <App />
15
+ </StrictMode>
16
+ )
frontend/src/utils/env.js ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ export const getApiUrl = () => {
2
+ const url = import.meta.env.VITE_API_URL || 'http://localhost:7860'
3
+ console.log("📦 VITE_API_URL (in env.js):", url)
4
+ return url
5
+ }
frontend/vite.config.js ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ import { defineConfig } from 'vite'
2
+ import react from '@vitejs/plugin-react'
3
+
4
+ // https://vite.dev/config/
5
+ export default defineConfig({
6
+ plugins: [react()],
7
+ // TODO: Add custom config here if needed (e.g., base, envDir, aliases)
8
+ })