Merge pull request #640 from ParisNeo/main
Upgraded docstrings for lightrag-server.py And added a simple front end to interact with the AI
This commit is contained in:
zrguo
GitHub
@@ -1,4 +1,5 @@
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from fastapi import FastAPI, HTTPException, File, UploadFile, Form, Request
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from fastapi import FastAPI, HTTPException, File, UploadFile, Form, Request
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from fastapi.staticfiles import StaticFiles
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from pydantic import BaseModel
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from pydantic import BaseModel
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import logging
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import logging
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import argparse
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import argparse
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@@ -466,9 +467,15 @@ def parse_args() -> argparse.Namespace:
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default=get_env_value("SSL_KEYFILE", None),
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default=get_env_value("SSL_KEYFILE", None),
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help="Path to SSL private key file (required if --ssl is enabled)",
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help="Path to SSL private key file (required if --ssl is enabled)",
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)
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)
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parser.add_argument(
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'--auto-scan-at-startup',
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action='store_true',
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default=False,
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help='Enable automatic scanning when the program starts'
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)
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args = parser.parse_args()
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args = parser.parse_args()
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display_splash_screen(args)
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return args
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return args
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@@ -881,22 +888,42 @@ def create_app(args):
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async def lifespan(app: FastAPI):
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async def lifespan(app: FastAPI):
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"""Lifespan context manager for startup and shutdown events"""
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"""Lifespan context manager for startup and shutdown events"""
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# Startup logic
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# Startup logic
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try:
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# Now only if this option is active, we can scan. This is better for big databases where there are hundreds of
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new_files = doc_manager.scan_directory()
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# files. Makes the startup faster
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for file_path in new_files:
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if args.auto_scan_at_startup:
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try:
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ASCIIColors.info("Auto scan is active, rescanning the input directory.")
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await index_file(file_path)
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try:
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except Exception as e:
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new_files = doc_manager.scan_directory()
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trace_exception(e)
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for file_path in new_files:
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logging.error(f"Error indexing file {file_path}: {str(e)}")
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try:
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await index_file(file_path)
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logging.info(f"Indexed {len(new_files)} documents from {args.input_dir}")
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except Exception as e:
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except Exception as e:
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trace_exception(e)
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logging.error(f"Error during startup indexing: {str(e)}")
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logging.error(f"Error indexing file {file_path}: {str(e)}")
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logging.info(f"Indexed {len(new_files)} documents from {args.input_dir}")
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except Exception as e:
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logging.error(f"Error during startup indexing: {str(e)}")
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@app.post("/documents/scan", dependencies=[Depends(optional_api_key)])
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@app.post("/documents/scan", dependencies=[Depends(optional_api_key)])
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async def scan_for_new_documents():
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async def scan_for_new_documents():
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"""Manually trigger scanning for new documents"""
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"""
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Manually trigger scanning for new documents in the directory managed by `doc_manager`.
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This endpoint facilitates manual initiation of a document scan to identify and index new files.
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It processes all newly detected files, attempts indexing each file, logs any errors that occur,
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and returns a summary of the operation.
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Returns:
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dict: A dictionary containing:
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- "status" (str): Indicates success or failure of the scanning process.
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- "indexed_count" (int): The number of successfully indexed documents.
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- "total_documents" (int): Total number of documents that have been indexed so far.
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Raises:
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HTTPException: If an error occurs during the document scanning process, a 500 status
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code is returned with details about the exception.
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"""
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try:
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try:
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new_files = doc_manager.scan_directory()
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new_files = doc_manager.scan_directory()
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indexed_count = 0
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indexed_count = 0
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@@ -918,7 +945,27 @@ def create_app(args):
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@app.post("/documents/upload", dependencies=[Depends(optional_api_key)])
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@app.post("/documents/upload", dependencies=[Depends(optional_api_key)])
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async def upload_to_input_dir(file: UploadFile = File(...)):
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async def upload_to_input_dir(file: UploadFile = File(...)):
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"""Upload a file to the input directory"""
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"""
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Endpoint for uploading a file to the input directory and indexing it.
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This API endpoint accepts a file through an HTTP POST request, checks if the
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uploaded file is of a supported type, saves it in the specified input directory,
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indexes it for retrieval, and returns a success status with relevant details.
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Parameters:
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file (UploadFile): The file to be uploaded. It must have an allowed extension as per
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`doc_manager.supported_extensions`.
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Returns:
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dict: A dictionary containing the upload status ("success"),
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a message detailing the operation result, and
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the total number of indexed documents.
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Raises:
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HTTPException: If the file type is not supported, it raises a 400 Bad Request error.
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If any other exception occurs during the file handling or indexing,
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it raises a 500 Internal Server Error with details about the exception.
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"""
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try:
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try:
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if not doc_manager.is_supported_file(file.filename):
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if not doc_manager.is_supported_file(file.filename):
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raise HTTPException(
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raise HTTPException(
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@@ -945,6 +992,25 @@ def create_app(args):
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"/query", response_model=QueryResponse, dependencies=[Depends(optional_api_key)]
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"/query", response_model=QueryResponse, dependencies=[Depends(optional_api_key)]
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)
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)
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async def query_text(request: QueryRequest):
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async def query_text(request: QueryRequest):
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"""
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Handle a POST request at the /query endpoint to process user queries using RAG capabilities.
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Parameters:
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request (QueryRequest): A Pydantic model containing the following fields:
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- query (str): The text of the user's query.
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- mode (ModeEnum): Optional. Specifies the mode of retrieval augmentation.
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- stream (bool): Optional. Determines if the response should be streamed.
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- only_need_context (bool): Optional. If true, returns only the context without further processing.
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Returns:
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QueryResponse: A Pydantic model containing the result of the query processing.
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If a string is returned (e.g., cache hit), it's directly returned.
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Otherwise, an async generator may be used to build the response.
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Raises:
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HTTPException: Raised when an error occurs during the request handling process,
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with status code 500 and detail containing the exception message.
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"""
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try:
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try:
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response = await rag.aquery(
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response = await rag.aquery(
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request.query,
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request.query,
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@@ -976,6 +1042,16 @@ def create_app(args):
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@app.post("/query/stream", dependencies=[Depends(optional_api_key)])
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@app.post("/query/stream", dependencies=[Depends(optional_api_key)])
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async def query_text_stream(request: QueryRequest):
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async def query_text_stream(request: QueryRequest):
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"""
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This endpoint performs a retrieval-augmented generation (RAG) query and streams the response.
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Args:
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request (QueryRequest): The request object containing the query parameters.
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optional_api_key (Optional[str], optional): An optional API key for authentication. Defaults to None.
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Returns:
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StreamingResponse: A streaming response containing the RAG query results.
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"""
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try:
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try:
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response = await rag.aquery( # Use aquery instead of query, and add await
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response = await rag.aquery( # Use aquery instead of query, and add await
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request.query,
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request.query,
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@@ -1025,6 +1101,17 @@ def create_app(args):
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dependencies=[Depends(optional_api_key)],
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dependencies=[Depends(optional_api_key)],
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)
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)
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async def insert_text(request: InsertTextRequest):
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async def insert_text(request: InsertTextRequest):
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"""
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Insert text into the Retrieval-Augmented Generation (RAG) system.
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This endpoint allows you to insert text data into the RAG system for later retrieval and use in generating responses.
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Args:
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request (InsertTextRequest): The request body containing the text to be inserted.
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Returns:
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InsertResponse: A response object containing the status of the operation, a message, and the number of documents inserted.
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"""
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try:
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try:
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await rag.ainsert(request.text)
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await rag.ainsert(request.text)
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return InsertResponse(
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return InsertResponse(
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@@ -1258,6 +1345,15 @@ def create_app(args):
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dependencies=[Depends(optional_api_key)],
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dependencies=[Depends(optional_api_key)],
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)
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)
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async def clear_documents():
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async def clear_documents():
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"""
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Clear all documents from the LightRAG system.
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This endpoint deletes all text chunks, entities vector database, and relationships vector database,
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effectively clearing all documents from the LightRAG system.
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Returns:
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InsertResponse: A response object containing the status, message, and the new document count (0 in this case).
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"""
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try:
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try:
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rag.text_chunks = []
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rag.text_chunks = []
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rag.entities_vdb = None
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rag.entities_vdb = None
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@@ -1270,7 +1366,9 @@ def create_app(args):
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except Exception as e:
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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raise HTTPException(status_code=500, detail=str(e))
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# -------------------------------------------------
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# Ollama compatible API endpoints
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# Ollama compatible API endpoints
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# -------------------------------------------------
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@app.get("/api/version")
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@app.get("/api/version")
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async def get_version():
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async def get_version():
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"""Get Ollama version information"""
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"""Get Ollama version information"""
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@@ -1502,15 +1600,21 @@ def create_app(args):
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"max_tokens": args.max_tokens,
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"max_tokens": args.max_tokens,
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},
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},
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}
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}
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# Serve the static files
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static_dir = Path(__file__).parent / "static"
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static_dir.mkdir(exist_ok=True)
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app.mount("/", StaticFiles(directory=static_dir, html=True), name="static")
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return app
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return app
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def main():
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def main():
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args = parse_args()
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args = parse_args()
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import uvicorn
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import uvicorn
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app = create_app(args)
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app = create_app(args)
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display_splash_screen(args)
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uvicorn_config = {
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uvicorn_config = {
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"app": app,
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"app": app,
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"host": args.host,
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"host": args.host,
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2
lightrag/api/static/README.md
Normal file
2
lightrag/api/static/README.md
Normal file
@@ -0,0 +1,2 @@
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# LightRag Webui
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A simple webui to interact with the lightrag datalake
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BIN
lightrag/api/static/favicon.ico
Normal file
BIN
lightrag/api/static/favicon.ico
Normal file
Binary file not shown.
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After Width: | Height: | Size: 734 KiB |
727
lightrag/api/static/index.html
Normal file
727
lightrag/api/static/index.html
Normal file
@@ -0,0 +1,727 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>LightRag</title>
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<script src="https://cdn.tailwindcss.com"></script>
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<script src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"></script>
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|
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
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|
<link href="https://cdnjs.cloudflare.com/ajax/libs/prism/1.24.1/themes/prism.min.css" rel="stylesheet" />
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<script src="https://cdnjs.cloudflare.com/ajax/libs/prism/1.24.1/prism.min.js"></script>
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<script src="https://cdnjs.cloudflare.com/ajax/libs/prism/1.24.1/components/prism-python.min.js"></script>
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<script src="https://cdnjs.cloudflare.com/ajax/libs/prism/1.24.1/components/prism-javascript.min.js"></script>
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<script src="https://cdnjs.cloudflare.com/ajax/libs/prism/1.24.1/components/prism-css.min.js"></script>
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|
<style>
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|
body {
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|
font-family: 'Inter', sans-serif;
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|
}
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.prose {
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|
max-width: 65ch;
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|
margin-left: auto;
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|
margin-right: auto;
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||||||
|
}
|
||||||
|
.drop-zone {
|
||||||
|
border: 2px dashed #cbd5e1;
|
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|
transition: all 0.3s ease;
|
||||||
|
}
|
||||||
|
.drop-zone.dragover {
|
||||||
|
border-color: #3b82f6;
|
||||||
|
background-color: #eff6ff;
|
||||||
|
}
|
||||||
|
/* Code block styling */
|
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|
pre {
|
||||||
|
background: #f4f4f4;
|
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|
border-radius: 0.5rem;
|
||||||
|
padding: 1rem;
|
||||||
|
overflow-x: auto;
|
||||||
|
margin: 1rem 0;
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||||||
|
}
|
||||||
|
|
||||||
|
code {
|
||||||
|
font-family: 'Fira Code', monospace;
|
||||||
|
font-size: 0.9em;
|
||||||
|
}
|
||||||
|
|
||||||
|
/* Inline code styling */
|
||||||
|
:not(pre) > code {
|
||||||
|
background: #f4f4f4;
|
||||||
|
padding: 0.2em 0.4em;
|
||||||
|
border-radius: 0.3em;
|
||||||
|
font-size: 0.9em;
|
||||||
|
}
|
||||||
|
|
||||||
|
/* Prose modifications for better markdown rendering */
|
||||||
|
.prose pre {
|
||||||
|
background: #f4f4f4;
|
||||||
|
padding: 1rem;
|
||||||
|
border-radius: 0.5rem;
|
||||||
|
margin: 1rem 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
.prose code {
|
||||||
|
color: #374151;
|
||||||
|
background: #f4f4f4;
|
||||||
|
padding: 0.2em 0.4em;
|
||||||
|
border-radius: 0.3em;
|
||||||
|
font-size: 0.9em;
|
||||||
|
}
|
||||||
|
|
||||||
|
.prose {
|
||||||
|
max-width: none;
|
||||||
|
}
|
||||||
|
|
||||||
|
</style>
|
||||||
|
</head>
|
||||||
|
<body class="bg-slate-50 min-h-screen p-4">
|
||||||
|
<div class="max-w-7xl mx-auto">
|
||||||
|
<!-- Main Container -->
|
||||||
|
<div class="bg-white shadow-lg rounded-xl p-8 relative">
|
||||||
|
<!-- Top Navigation -->
|
||||||
|
<div class="absolute top-6 right-6 flex space-x-4">
|
||||||
|
<!-- Health Check Button -->
|
||||||
|
<button id="healthCheckBtn" class="p-2 text-slate-600 hover:text-slate-800 transition-colors rounded-lg hover:bg-slate-100">
|
||||||
|
<svg class="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z" />
|
||||||
|
</svg>
|
||||||
|
</button>
|
||||||
|
<!-- Settings Button -->
|
||||||
|
<button id="settingsBtn" class="p-2 text-slate-600 hover:text-slate-800 transition-colors rounded-lg hover:bg-slate-100">
|
||||||
|
<svg class="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M10.325 4.317c.426-1.756 2.924-1.756 3.35 0a1.724 1.724 0 002.573 1.066c1.543-.94 3.31.826 2.37 2.37a1.724 1.724 0 001.065 2.572c1.756.426 1.756 2.924 0 3.35a1.724 1.724 0 00-1.066 2.573c.94 1.543-.826 3.31-2.37 2.37a1.724 1.724 0 00-2.572 1.065c-.426 1.756-2.924 1.756-3.35 0a1.724 1.724 0 00-2.573-1.066c-1.543.94-3.31-.826-2.37-2.37a1.724 1.724 0 00-1.065-2.572c-1.756-.426-1.756-2.924 0-3.35a1.724 1.724 0 001.066-2.573c-.94-1.543.826-3.31 2.37-2.37.996.608 2.296.07 2.572-1.065z"/>
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M12 15a3 3 0 100-6 3 3 0 000 6z" />
|
||||||
|
</svg>
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<!-- Header -->
|
||||||
|
<div class="text-center mb-8">
|
||||||
|
<h1 class="text-3xl font-bold text-slate-900">LightRag</h1>
|
||||||
|
<p class="text-slate-600 mt-2">Lightweight Retrieval-Augmented Generation Interface</p>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<!-- File Upload Section -->
|
||||||
|
<section class="mb-8">
|
||||||
|
<div class="bg-slate-50 p-6 rounded-lg">
|
||||||
|
<h2 class="text-xl font-semibold text-slate-800 mb-4">Upload Documents</h2>
|
||||||
|
|
||||||
|
<!-- Upload Form -->
|
||||||
|
<form id="uploadForm" class="space-y-4">
|
||||||
|
<!-- Drop Zone -->
|
||||||
|
<div class="drop-zone rounded-lg p-8 text-center cursor-pointer">
|
||||||
|
<input type="file" id="fileInput" class="hidden" multiple accept=".pdf,.txt,.doc,.docx">
|
||||||
|
<div class="flex flex-col items-center">
|
||||||
|
<svg class="w-12 h-12 text-slate-400 mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M7 16a4 4 0 01-.88-7.903A5 5 0 1115.9 6L16 6a5 5 0 011 9.9M15 13l-3-3m0 0l-3 3m3-3v12" />
|
||||||
|
</svg>
|
||||||
|
<p class="text-slate-700 font-medium">Drop files here or click to upload</p>
|
||||||
|
<p class="text-slate-500 text-sm mt-1">PDF, TXT, DOC, DOCX (Max 10MB)</p>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<!-- Selected Files -->
|
||||||
|
<div id="selectedFiles" class="space-y-2"></div>
|
||||||
|
|
||||||
|
<!-- Upload Progress -->
|
||||||
|
<div id="uploadProgress" class="hidden">
|
||||||
|
<div class="w-full bg-slate-200 rounded-full h-2">
|
||||||
|
<div class="bg-blue-600 h-2 rounded-full transition-all duration-300" style="width: 0%"></div>
|
||||||
|
</div>
|
||||||
|
<p class="text-sm text-slate-600 mt-2" id="uploadStatus"></p>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<!-- Upload Button -->
|
||||||
|
<button type="submit"
|
||||||
|
class="w-full bg-blue-600 text-white px-6 py-3 rounded-lg hover:bg-blue-700
|
||||||
|
transition-colors font-medium focus:outline-none focus:ring-2
|
||||||
|
focus:ring-blue-500 focus:ring-offset-2">
|
||||||
|
Upload Documents
|
||||||
|
</button>
|
||||||
|
</form>
|
||||||
|
</div>
|
||||||
|
</section>
|
||||||
|
|
||||||
|
<!-- Query Section -->
|
||||||
|
<section>
|
||||||
|
<div class="bg-slate-50 p-6 rounded-lg">
|
||||||
|
<h2 class="text-xl font-semibold text-slate-800 mb-4">Query Documents</h2>
|
||||||
|
|
||||||
|
<form id="queryForm" class="space-y-4">
|
||||||
|
<textarea id="queryInput"
|
||||||
|
class="w-full p-4 border border-slate-300 rounded-lg focus:ring-2
|
||||||
|
focus:ring-blue-500 focus:border-blue-500 transition-all
|
||||||
|
min-h-[120px] resize-y"
|
||||||
|
placeholder="Enter your query here..."
|
||||||
|
></textarea>
|
||||||
|
|
||||||
|
<button type="submit"
|
||||||
|
class="w-full bg-green-600 text-white px-6 py-3 rounded-lg
|
||||||
|
hover:bg-green-700 transition-colors font-medium
|
||||||
|
focus:outline-none focus:ring-2 focus:ring-green-500
|
||||||
|
focus:ring-offset-2">
|
||||||
|
Submit Query
|
||||||
|
</button>
|
||||||
|
</form>
|
||||||
|
|
||||||
|
<!-- Query Response -->
|
||||||
|
<div id="queryResponse" class="mt-6 p-4 bg-white border rounded-lg prose"></div>
|
||||||
|
</div>
|
||||||
|
</section>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<!-- Modals -->
|
||||||
|
<!-- Settings Modal -->
|
||||||
|
<div id="settingsModal" class="hidden fixed inset-0 bg-slate-900/50 backdrop-blur-sm flex items-center justify-center">
|
||||||
|
<div class="bg-white rounded-xl shadow-lg p-6 w-full max-w-md m-4">
|
||||||
|
<h3 class="text-lg font-semibold text-slate-900 mb-4">Settings</h3>
|
||||||
|
<input type="text" id="apiKeyInput"
|
||||||
|
class="w-full p-2 border rounded focus:ring-2 focus:ring-blue-500"
|
||||||
|
placeholder="Enter API Key">
|
||||||
|
<div class="mt-6 flex justify-end space-x-4">
|
||||||
|
<button id="closeSettingsBtn"
|
||||||
|
class="px-4 py-2 text-slate-700 hover:text-slate-900">
|
||||||
|
Cancel
|
||||||
|
</button>
|
||||||
|
<button id="saveSettingsBtn"
|
||||||
|
class="px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700">
|
||||||
|
Save Changes
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<!-- Health Check Modal -->
|
||||||
|
<div id="healthModal" class="hidden fixed inset-0 bg-slate-900/50 backdrop-blur-sm flex items-center justify-center">
|
||||||
|
<div class="bg-white rounded-xl shadow-lg p-6 w-full max-w-lg m-4">
|
||||||
|
<h3 class="text-lg font-semibold text-slate-900 mb-4">System Health</h3>
|
||||||
|
<div id="healthInfo" class="text-slate-600"></div>
|
||||||
|
<div class="mt-6 flex justify-end">
|
||||||
|
<button id="closeHealthBtn"
|
||||||
|
class="px-4 py-2 bg-slate-600 text-white rounded hover:bg-slate-700">
|
||||||
|
Close
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<script>
|
||||||
|
// Utility Functions
|
||||||
|
const $ = (selector) => document.querySelector(selector);
|
||||||
|
const $$ = (selector) => document.querySelectorAll(selector);
|
||||||
|
|
||||||
|
// DOM Elements
|
||||||
|
const uploadForm = $('#uploadForm');
|
||||||
|
const fileInput = $('#fileInput');
|
||||||
|
const selectedFiles = $('#selectedFiles');
|
||||||
|
const uploadProgress = $('#uploadProgress');
|
||||||
|
const uploadStatus = $('#uploadStatus');
|
||||||
|
const queryForm = $('#queryForm');
|
||||||
|
const queryInput = $('#queryInput');
|
||||||
|
const queryResponse = $('#queryResponse');
|
||||||
|
|
||||||
|
// Modal Elements
|
||||||
|
const settingsModal = $('#settingsModal');
|
||||||
|
const healthModal = $('#healthModal');
|
||||||
|
|
||||||
|
// File Upload Handling
|
||||||
|
const handleFileSelect = (event) => {
|
||||||
|
const files = Array.from(event.target.files);
|
||||||
|
displaySelectedFiles(files);
|
||||||
|
};
|
||||||
|
|
||||||
|
const displaySelectedFiles = (files) => {
|
||||||
|
selectedFiles.innerHTML = files.map((file, index) => `
|
||||||
|
<div class="flex items-center justify-between p-3 bg-white rounded-lg border">
|
||||||
|
<div class="flex items-center">
|
||||||
|
<svg class="w-5 h-5 text-slate-400 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M7 21h10a2 2 0 002-2V9.414a1 1 0 00-.293-.707l-5.414-5.414A1 1 0 0012.586 3H7a2 2 0 00-2 2v14a2 2 0 002 2z" />
|
||||||
|
</svg>
|
||||||
|
<span class="text-sm text-slate-600">${file.name}</span>
|
||||||
|
<span class="ml-2 text-xs text-slate-400">(${formatFileSize(file.size)})</span>
|
||||||
|
</div>
|
||||||
|
<button type="button" data-index="${index}" class="text-red-500 hover:text-red-700 p-1">
|
||||||
|
<svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20">
|
||||||
|
<path fill-rule="evenodd"
|
||||||
|
d="M4.293 4.293a1 1 0 011.414 0L10 8.586l4.293-4.293a1 1 0 111.414 1.414L11.414 10l4.293 4.293a1 1 0 01-1.414 1.414L10 11.414l-4.293 4.293a1 1 0 01-1.414-1.414L8.586 10 4.293 5.707a1 1 0 010-1.414z"
|
||||||
|
clip-rule="evenodd" />
|
||||||
|
</svg>
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
`).join('');
|
||||||
|
};
|
||||||
|
|
||||||
|
const formatFileSize = (bytes) => {
|
||||||
|
if (bytes === 0) return '0 Bytes';
|
||||||
|
const k = 1024;
|
||||||
|
const sizes = ['Bytes', 'KB', 'MB', 'GB'];
|
||||||
|
const i = Math.floor(Math.log(bytes) / Math.log(k));
|
||||||
|
return parseFloat((bytes / Math.pow(k, i)).toFixed(2)) + ' ' + sizes[i];
|
||||||
|
};
|
||||||
|
|
||||||
|
// Event Listeners
|
||||||
|
fileInput.addEventListener('change', handleFileSelect);
|
||||||
|
|
||||||
|
selectedFiles.addEventListener('click', (e) => {
|
||||||
|
const button = e.target.closest('button[data-index]');
|
||||||
|
if (button) {
|
||||||
|
const index = parseInt(button.dataset.index);
|
||||||
|
removeFile(index);
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
const removeFile = (index) => {
|
||||||
|
const dt = new DataTransfer();
|
||||||
|
const files = fileInput.files;
|
||||||
|
for (let i = 0; i < files.length; i++) {
|
||||||
|
if (i !== index) dt.items.add(files[i]);
|
||||||
|
}
|
||||||
|
fileInput.files = dt.files;
|
||||||
|
displaySelectedFiles(Array.from(fileInput.files));
|
||||||
|
};
|
||||||
|
|
||||||
|
// Drag and Drop
|
||||||
|
const dropZone = $('.drop-zone');
|
||||||
|
dropZone.addEventListener('click', () => {
|
||||||
|
fileInput.click();
|
||||||
|
});
|
||||||
|
|
||||||
|
['dragenter', 'dragover', 'dragleave', 'drop'].forEach(eventName => {
|
||||||
|
dropZone.addEventListener(eventName, (e) => {
|
||||||
|
e.preventDefault();
|
||||||
|
e.stopPropagation();
|
||||||
|
});
|
||||||
|
});
|
||||||
|
|
||||||
|
['dragenter', 'dragover'].forEach(eventName => {
|
||||||
|
dropZone.addEventListener(eventName, () => {
|
||||||
|
dropZone.classList.add('dragover');
|
||||||
|
});
|
||||||
|
});
|
||||||
|
|
||||||
|
['dragleave', 'drop'].forEach(eventName => {
|
||||||
|
dropZone.addEventListener(eventName, () => {
|
||||||
|
dropZone.classList.remove('dragover');
|
||||||
|
});
|
||||||
|
});
|
||||||
|
|
||||||
|
dropZone.addEventListener('drop', (e) => {
|
||||||
|
fileInput.files = e.dataTransfer.files;
|
||||||
|
displaySelectedFiles(Array.from(fileInput.files));
|
||||||
|
});
|
||||||
|
|
||||||
|
// Form Submissions
|
||||||
|
uploadForm.addEventListener('submit', async (e) => {
|
||||||
|
e.preventDefault();
|
||||||
|
const files = fileInput.files;
|
||||||
|
|
||||||
|
if (files.length === 0) {
|
||||||
|
uploadStatus.innerHTML = '<span class="text-red-500">Please select files to upload</span>';
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
uploadProgress.classList.remove('hidden');
|
||||||
|
const progressBar = uploadProgress.querySelector('.bg-blue-600');
|
||||||
|
uploadStatus.textContent = 'Starting upload...';
|
||||||
|
|
||||||
|
try {
|
||||||
|
for (let i = 0; i < files.length; i++) {
|
||||||
|
const file = files[i];
|
||||||
|
const formData = new FormData();
|
||||||
|
formData.append('file', file);
|
||||||
|
|
||||||
|
uploadStatus.textContent = `Uploading ${file.name} (${i + 1}/${files.length})...`;
|
||||||
|
console.log(`Uploading file: ${file.name}`);
|
||||||
|
|
||||||
|
try {
|
||||||
|
const response = await fetch('/documents/upload', {
|
||||||
|
method: 'POST',
|
||||||
|
headers: {
|
||||||
|
'Authorization': `Bearer ${localStorage.getItem('apiKey') || ''}`
|
||||||
|
},
|
||||||
|
body: formData
|
||||||
|
});
|
||||||
|
|
||||||
|
console.log('Response status:', response.status);
|
||||||
|
|
||||||
|
if (!response.ok) {
|
||||||
|
const errorData = await response.json();
|
||||||
|
throw new Error(`Upload failed: ${errorData.detail || response.statusText}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Update progress
|
||||||
|
const progress = ((i + 1) / files.length) * 100;
|
||||||
|
progressBar.style.width = `${progress}%`;
|
||||||
|
console.log(`Progress: ${progress}%`);
|
||||||
|
|
||||||
|
} catch (error) {
|
||||||
|
console.error('Upload error:', error);
|
||||||
|
uploadStatus.innerHTML = `<span class="text-red-500">Error uploading ${file.name}: ${error.message}</span>`;
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// All files uploaded successfully
|
||||||
|
uploadStatus.innerHTML = '<span class="text-green-500">All files uploaded successfully!</span>';
|
||||||
|
progressBar.style.width = '100%';
|
||||||
|
|
||||||
|
// Clear the file input and selection display
|
||||||
|
setTimeout(() => {
|
||||||
|
fileInput.value = '';
|
||||||
|
selectedFiles.innerHTML = '';
|
||||||
|
uploadProgress.classList.add('hidden');
|
||||||
|
progressBar.style.width = '0%';
|
||||||
|
}, 3000);
|
||||||
|
|
||||||
|
} catch (error) {
|
||||||
|
console.error('General upload error:', error);
|
||||||
|
uploadStatus.innerHTML = `<span class="text-red-500">Upload failed: ${error.message}</span>`;
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
function addCopyButtons() {
|
||||||
|
document.querySelectorAll('pre').forEach(pre => {
|
||||||
|
if (!pre.querySelector('.copy-button')) {
|
||||||
|
const button = document.createElement('button');
|
||||||
|
button.className = 'copy-button absolute top-1 right-1 p-1 bg-slate-700/80 hover:bg-slate-700 text-white rounded text-xs opacity-0 group-hover:opacity-100 transition-opacity';
|
||||||
|
button.innerHTML = `
|
||||||
|
<svg class="w-3 h-3" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M8 16H6a2 2 0 01-2-2V6a2 2 0 012-2h8a2 2 0 012 2v2m-6 12h8a2 2 0 002-2v-8a2 2 0 00-2-2h-8a2 2 0 00-2 2v8a2 2 0 002 2z" />
|
||||||
|
</svg>
|
||||||
|
`;
|
||||||
|
|
||||||
|
pre.style.position = 'relative';
|
||||||
|
pre.classList.add('group');
|
||||||
|
|
||||||
|
button.addEventListener('click', async () => {
|
||||||
|
const codeElement = pre.querySelector('code');
|
||||||
|
if (!codeElement) return;
|
||||||
|
|
||||||
|
const text = codeElement.textContent;
|
||||||
|
|
||||||
|
try {
|
||||||
|
// First try using the Clipboard API
|
||||||
|
if (navigator.clipboard && window.isSecureContext) {
|
||||||
|
await navigator.clipboard.writeText(text);
|
||||||
|
} else {
|
||||||
|
// Fallback for older browsers
|
||||||
|
const textArea = document.createElement('textarea');
|
||||||
|
textArea.value = text;
|
||||||
|
textArea.style.position = 'fixed';
|
||||||
|
textArea.style.left = '-999999px';
|
||||||
|
textArea.style.top = '-999999px';
|
||||||
|
document.body.appendChild(textArea);
|
||||||
|
textArea.focus();
|
||||||
|
textArea.select();
|
||||||
|
try {
|
||||||
|
document.execCommand('copy');
|
||||||
|
textArea.remove();
|
||||||
|
} catch (error) {
|
||||||
|
console.error('Copy failed:', error);
|
||||||
|
textArea.remove();
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Show success feedback
|
||||||
|
button.innerHTML = `
|
||||||
|
<svg class="w-3 h-3" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7" />
|
||||||
|
</svg>
|
||||||
|
`;
|
||||||
|
|
||||||
|
// Reset button after 2 seconds
|
||||||
|
setTimeout(() => {
|
||||||
|
button.innerHTML = `
|
||||||
|
<svg class="w-3 h-3" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M8 16H6a2 2 0 01-2-2V6a2 2 0 012-2h8a2 2 0 012 2v2m-6 12h8a2 2 0 002-2v-8a2 2 0 00-2-2h-8a2 2 0 00-2 2v8a2 2 0 002 2z" />
|
||||||
|
</svg>
|
||||||
|
`;
|
||||||
|
}, 2000);
|
||||||
|
|
||||||
|
} catch (err) {
|
||||||
|
console.error('Copy failed:', err);
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
pre.appendChild(button);
|
||||||
|
}
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
queryForm.addEventListener('submit', async (e) => {
|
||||||
|
e.preventDefault();
|
||||||
|
const query = queryInput.value.trim();
|
||||||
|
|
||||||
|
if (!query) {
|
||||||
|
queryResponse.innerHTML = '<p class="text-red-500">Please enter a query</p>';
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Show loading state
|
||||||
|
queryResponse.innerHTML = `
|
||||||
|
<div class="animate-pulse">
|
||||||
|
<div class="flex items-center space-x-2">
|
||||||
|
<svg class="animate-spin h-5 w-5 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
|
||||||
|
<circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
|
||||||
|
<path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
|
||||||
|
</svg>
|
||||||
|
<span class="text-slate-600">Processing your query...</span>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
`;
|
||||||
|
|
||||||
|
try {
|
||||||
|
console.log('Sending query:', query);
|
||||||
|
|
||||||
|
const response = await fetch('/query', {
|
||||||
|
method: 'POST',
|
||||||
|
headers: {
|
||||||
|
'Content-Type': 'application/json',
|
||||||
|
'Authorization': `Bearer ${localStorage.getItem('apiKey') || ''}`
|
||||||
|
},
|
||||||
|
body: JSON.stringify({ query })
|
||||||
|
});
|
||||||
|
|
||||||
|
console.log('Response status:', response.status);
|
||||||
|
|
||||||
|
if (!response.ok) {
|
||||||
|
const errorData = await response.json();
|
||||||
|
throw new Error(`Query failed: ${errorData.detail || response.statusText}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
const data = await response.json();
|
||||||
|
console.log('Query response:', data);
|
||||||
|
|
||||||
|
// Format and display the response
|
||||||
|
if (data.response) {
|
||||||
|
const formattedResponse = marked.parse(data.response, {
|
||||||
|
highlight: function(code, lang) {
|
||||||
|
if (Prism.languages[lang]) {
|
||||||
|
return Prism.highlight(code, Prism.languages[lang], lang);
|
||||||
|
}
|
||||||
|
return code;
|
||||||
|
}
|
||||||
|
});
|
||||||
|
queryResponse.innerHTML = `
|
||||||
|
<div class="prose prose-slate max-w-none">
|
||||||
|
${formattedResponse}
|
||||||
|
</div>
|
||||||
|
`;
|
||||||
|
|
||||||
|
// Re-trigger Prism highlighting
|
||||||
|
Prism.highlightAllUnder(queryResponse);
|
||||||
|
} else {
|
||||||
|
queryResponse.innerHTML = '<p class="text-slate-600">No response data received</p>';
|
||||||
|
}
|
||||||
|
|
||||||
|
// Call this after loading markdown content
|
||||||
|
addCopyButtons();
|
||||||
|
// Optional: Add sources if available
|
||||||
|
if (data.sources && data.sources.length > 0) {
|
||||||
|
const sourcesHtml = `
|
||||||
|
<div class="mt-4 pt-4 border-t border-slate-200">
|
||||||
|
<h4 class="text-sm font-medium text-slate-700 mb-2">Sources:</h4>
|
||||||
|
<ul class="text-sm text-slate-600 space-y-1">
|
||||||
|
${data.sources.map(source => `
|
||||||
|
<li class="flex items-center space-x-2">
|
||||||
|
<svg class="w-4 h-4 text-slate-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M9 12h6m-6 4h6m2 5H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z" />
|
||||||
|
</svg>
|
||||||
|
<span>${source}</span>
|
||||||
|
</li>
|
||||||
|
`).join('')}
|
||||||
|
</ul>
|
||||||
|
</div>
|
||||||
|
`;
|
||||||
|
queryResponse.insertAdjacentHTML('beforeend', sourcesHtml);
|
||||||
|
}
|
||||||
|
|
||||||
|
} catch (error) {
|
||||||
|
console.error('Query error:', error);
|
||||||
|
queryResponse.innerHTML = `
|
||||||
|
<div class="text-red-500 space-y-2">
|
||||||
|
<p class="font-medium">Error processing query:</p>
|
||||||
|
<p class="text-sm">${error.message}</p>
|
||||||
|
</div>
|
||||||
|
`;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Optional: Add a copy button for the response
|
||||||
|
const copyButton = document.createElement('button');
|
||||||
|
copyButton.className = 'mt-4 px-3 py-1 text-sm text-slate-600 hover:text-slate-800 border border-slate-300 rounded hover:bg-slate-50 transition-colors';
|
||||||
|
copyButton.innerHTML = `
|
||||||
|
<span class="flex items-center space-x-1">
|
||||||
|
<svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M8 16H6a2 2 0 01-2-2V6a2 2 0 012-2h8a2 2 0 012 2v2m-6 12h8a2 2 0 002-2v-8a2 2 0 00-2-2h-8a2 2 0 00-2 2v8a2 2 0 002 2z" />
|
||||||
|
</svg>
|
||||||
|
<span>Copy Response</span>
|
||||||
|
</span>
|
||||||
|
`;
|
||||||
|
copyButton.onclick = () => {
|
||||||
|
const textToCopy = queryResponse.textContent;
|
||||||
|
navigator.clipboard.writeText(textToCopy).then(() => {
|
||||||
|
copyButton.innerHTML = `
|
||||||
|
<span class="flex items-center space-x-1">
|
||||||
|
<svg class="w-4 h-4 text-green-500" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7" />
|
||||||
|
</svg>
|
||||||
|
<span>Copied!</span>
|
||||||
|
</span>
|
||||||
|
`;
|
||||||
|
setTimeout(() => {
|
||||||
|
copyButton.innerHTML = `
|
||||||
|
<span class="flex items-center space-x-1">
|
||||||
|
<svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
||||||
|
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
|
||||||
|
d="M8 16H6a2 2 0 01-2-2V6a2 2 0 012-2h8a2 2 0 012 2v2m-6 12h8a2 2 0 002-2v-8a2 2 0 00-2-2h-8a2 2 0 00-2 2v8a2 2 0 002 2z" />
|
||||||
|
</svg>
|
||||||
|
<span>Copy Response</span>
|
||||||
|
</span>
|
||||||
|
`;
|
||||||
|
}, 2000);
|
||||||
|
});
|
||||||
|
};
|
||||||
|
queryResponse.appendChild(copyButton);
|
||||||
|
});
|
||||||
|
|
||||||
|
|
||||||
|
// Modal Controls
|
||||||
|
$('#settingsBtn').addEventListener('click', () => settingsModal.classList.remove('hidden'));
|
||||||
|
$('#settingsBtn').addEventListener('click', () => settingsModal.classList.remove('hidden'));
|
||||||
|
$('#closeSettingsBtn').addEventListener('click', () => settingsModal.classList.add('hidden'));
|
||||||
|
$('#saveSettingsBtn').addEventListener('click', () => {
|
||||||
|
const apiKey = $('#apiKeyInput').value;
|
||||||
|
localStorage.setItem('apiKey', apiKey);
|
||||||
|
settingsModal.classList.add('hidden');
|
||||||
|
});
|
||||||
|
|
||||||
|
$('#healthCheckBtn').addEventListener('click', async () => {
|
||||||
|
healthModal.classList.remove('hidden');
|
||||||
|
const healthInfo = $('#healthInfo');
|
||||||
|
healthInfo.innerHTML = '<p class="text-slate-600">Checking system health...</p>';
|
||||||
|
|
||||||
|
try {
|
||||||
|
const response = await fetch('/health', {
|
||||||
|
headers: {
|
||||||
|
'Authorization': `Bearer ${localStorage.getItem('apiKey')}`
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
if (response.ok) {
|
||||||
|
const data = await response.json();
|
||||||
|
healthInfo.innerHTML = `
|
||||||
|
<div class="space-y-4">
|
||||||
|
<div class="flex items-center">
|
||||||
|
<div class="w-3 h-3 rounded-full ${data.status === 'healthy' ? 'bg-green-500' : 'bg-red-500'} mr-2"></div>
|
||||||
|
<span class="font-medium">Status: ${data.status}</span>
|
||||||
|
</div>
|
||||||
|
<div class="space-y-2">
|
||||||
|
<p><span class="font-medium">Working Directory:</span> ${data.working_directory}</p>
|
||||||
|
<p><span class="font-medium">Input Directory:</span> ${data.input_directory}</p>
|
||||||
|
<p><span class="font-medium">Indexed Files:</span> ${data.indexed_files}</p>
|
||||||
|
</div>
|
||||||
|
<div class="border-t pt-4">
|
||||||
|
<h4 class="font-medium mb-2">Configuration</h4>
|
||||||
|
<ul class="space-y-1 text-sm">
|
||||||
|
<li><span class="text-slate-500">LLM Binding:</span> ${data.configuration.llm_binding}</li>
|
||||||
|
<li><span class="text-slate-500">LLM Model:</span> ${data.configuration.llm_model}</li>
|
||||||
|
<li><span class="text-slate-500">Embedding Model:</span> ${data.configuration.embedding_model}</li>
|
||||||
|
<li><span class="text-slate-500">Max Tokens:</span> ${data.configuration.max_tokens}</li>
|
||||||
|
</ul>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
`;
|
||||||
|
} else {
|
||||||
|
healthInfo.innerHTML = '<p class="text-red-500">Failed to fetch health status</p>';
|
||||||
|
}
|
||||||
|
} catch (error) {
|
||||||
|
healthInfo.innerHTML = `<p class="text-red-500">Error: ${error.message}</p>`;
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
$('#closeHealthBtn').addEventListener('click', () => {
|
||||||
|
healthModal.classList.add('hidden');
|
||||||
|
});
|
||||||
|
|
||||||
|
// File Upload Handler
|
||||||
|
async function handleUpload(files) {
|
||||||
|
uploadProgress.classList.remove('hidden');
|
||||||
|
const progressBar = uploadProgress.querySelector('.bg-blue-600');
|
||||||
|
let uploadedCount = 0;
|
||||||
|
|
||||||
|
for (const [index, file] of Array.from(files).entries()) {
|
||||||
|
const formData = new FormData();
|
||||||
|
formData.append('file', file);
|
||||||
|
|
||||||
|
try {
|
||||||
|
const response = await fetch('/documents/upload', {
|
||||||
|
method: 'POST',
|
||||||
|
headers: {
|
||||||
|
'Authorization': `Bearer ${localStorage.getItem('apiKey')}`
|
||||||
|
},
|
||||||
|
body: formData
|
||||||
|
});
|
||||||
|
|
||||||
|
if (response.ok) {
|
||||||
|
uploadedCount++;
|
||||||
|
const progress = (uploadedCount / files.length) * 100;
|
||||||
|
progressBar.style.width = `${progress}%`;
|
||||||
|
uploadStatus.textContent = `Uploading ${uploadedCount} of ${files.length} files...`;
|
||||||
|
} else {
|
||||||
|
throw new Error(`Failed to upload ${file.name}`);
|
||||||
|
}
|
||||||
|
} catch (error) {
|
||||||
|
uploadStatus.innerHTML = `<span class="text-red-500">Error: ${error.message}</span>`;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if (uploadedCount === files.length) {
|
||||||
|
uploadStatus.innerHTML = '<span class="text-green-500">All files uploaded successfully!</span>';
|
||||||
|
setTimeout(() => {
|
||||||
|
uploadProgress.classList.add('hidden');
|
||||||
|
fileInput.value = '';
|
||||||
|
selectedFiles.innerHTML = '';
|
||||||
|
}, 3000);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// Form submission handlers
|
||||||
|
uploadForm.addEventListener('submit', async (e) => {
|
||||||
|
e.preventDefault();
|
||||||
|
const files = fileInput.files;
|
||||||
|
if (files.length > 0) {
|
||||||
|
await handleUpload(files);
|
||||||
|
} else {
|
||||||
|
uploadStatus.innerHTML = '<span class="text-red-500">Please select files to upload</span>';
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
// Initialize
|
||||||
|
document.addEventListener('DOMContentLoaded', () => {
|
||||||
|
const apiKey = localStorage.getItem('apiKey');
|
||||||
|
if (apiKey) {
|
||||||
|
$('#apiKeyInput').value = apiKey;
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
// Close modals when clicking outside
|
||||||
|
window.addEventListener('click', (e) => {
|
||||||
|
if (e.target === settingsModal) settingsModal.classList.add('hidden');
|
||||||
|
if (e.target === healthModal) healthModal.classList.add('hidden');
|
||||||
|
});
|
||||||
|
</script>
|
||||||
|
</body>
|
||||||
|
</html>
|
||||||
Reference in New Issue
Block a user