News
Limitations
13+ hour, 1+ min ago (132+ words) This page documents the current service limitations across LlamaParse products. See also Rate Limits for API rate limiting details. These limits apply across all LlamaParse services: Parse jobs have a configurable timeout composed of: The total timeout is calculated as:…...
Classify with a Saved Configuration
11+ hour, 50+ min ago (172+ words) In this example, we'll save a reusable classify configuration and use it across multiple jobs. Instead of passing inline rules every time, you create a configuration once and reference it by ID. This is useful when you have a standard set…...
Overview of LlamaParse
6+ mon, 1+ week ago (290+ words) Built for teams that care about quality, LlamaParse turns complex, messy files into structured, clean outputs. LlamaParse is a highly accurate parser for complex documents like financial reports, research papers, and scanned PDFs. It handles tables, images, and charts with…...
LLMRails Embeddings | LlamaIndex Python Documentation
6+ mon, 1+ week ago (67+ words) LLMRails Embeddings'LlamaIndex If you're opening this Notebook on colab, you will probably need to install LlamaIndex ". # imports from llama_index.embeddings.llm_rails import LLMRailsEmbedding # get credentials and create embeddings import os api_key = os.environ.get("API_KEY", "your-api-key") model_id = os.environ.get("MODEL_ID", "your-model-id") embed_model = LLMRailsEmbedding(model_id=model_id, api_key=api_key) embeddings = embed_model.get_text_embedding( "It is…...
Querying | LlamaIndex Python Documentation
6+ mon, 1+ week ago (79+ words) Querying'LlamaIndex Querying is the most important part of your LLM application. To learn more about getting a final product that you can deploy, check out the query engine, chat engine. If you wish to combine advanced reasoning with tool use,…...
Use Cases | LlamaIndex Python Documentation
6+ mon, 1+ week ago (55+ words) Use Cases'LlamaIndex LlamaIndex offers powerful capabilities for a wide range of AI applications. Explore the following use cases to learn how to leverage LlamaIndex for your specific needs: - Prompting - Learn advanced prompting techniques with LlamaIndex - Structured Data Extraction - Extract structured…...
Query Engine | LlamaIndex Python Documentation
6+ mon, 1+ week ago (103+ words) Query engine is a generic interface that allows you to ask question over your data. A query engine takes in a natural language query, and returns a rich response. It is most often (but not always) built on one or…...