elements_to_json(raw_pdf_elements, filename=f"./The_Worlds_Billionaires_Converted.json") no_tables = 0 def process_json_file(input_filename): # 读取 JSON 文件 with open(f'./{input_filename}.json', 'r') as file: data = json.load(file) # 遍历 JSON 数据并提取所需的表格元素 extrac...
index.save_to_disk(index_name)ifos.path.exists(pkl_name):withopen(pkl_name,"rb")asf: stored_docs = pickle.load(f)defquery_index(query_text):"""查询index 根据你查询的文本,返回一个response"""globalindex response = index.query(query_text)returnresponsedefinsert_into_index(doc_file_path, d...
3.3 上传PDF并索引数据 我们的聊天机器人将使用前端上传的PDF文件作为其数据源。为了实现这一点,我们需要使用Streamlit的文件上传功能,并将文件保存到临时目录。 uploaded_file=st.file_uploader("Upload your PDF",type=['pdf'])withst.spinner("Processing..."):temp_dir=tempfile.mkdtemp()file_path=os.path...
# PDF Reader with `SimpleDirectoryReader` parser = PDFReader() file_extractor = {".pdf": parser} documents = SimpleDirectoryReader( "./data", file_extractor=file_extractor ).load_data() # Docx Reader example parser = DocxReader() file_extractor = {".docx": parser} documents = SimpleDirec...
= x Options Multiplier Dollar Value of Options Grant Base Salary as negotiated with the ...
# create toml file touch .streamlit/secrets.toml 您可以在此处获取 API 密钥:AlphaVantage、OpenAI、 # Add the following API keys av_api_key = "ALPHA_VANTAGE API KEY" openai_api_key = "OPEN AI API KEY" 文档加载、索引和存储 尽管LlamaIndex 有自己的一组数据连接器来读取 PDF,但我们仍然需要编写...
With this, page_list = MDReader.load_data(filename) is a list of List[LlamaIndexDocument], where MDReader is a PDFMarkdownReader object. The performance is the same as that of original to_markdown() method. 👍 1 Contributor Author YanSte commented May 15, 2024 Perfect, thank you...
0x5:chat with LLM with the response fromllama_index import VectorStoreIndex, SimpleDirectoryReader, ServiceContextfromllama_index.llms import HuggingFaceLLM # load documents documents= SimpleDirectoryReader("./data/paul_graham").load_data()
4 changes: 2 additions & 2 deletions 4 docs/docs/examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb Original file line numberDiff line numberDiff line change @@ -50,8 +50,8 @@ "outputs": [], "source": [ "!mkdir -p 'data/10k/'\n", "!wget 'http...
LlamaIndex derives the answer uses the PDF file and streams the response. The answer comes from Azure OpenAI with influence from the PDF data ingested into the LlamaIndex vector store. Clean up resources To clean up resources, there are two things to address: ...