Cookbooks

We've gathered all the cookbooks for Llamacloud in one place for your convenience. You can browse and access the notebooks directly here.

• Report Generation

  • Financial report generation using Llamacloud

  • Research paper report generation

• RFP Response Generation

  • RFP response generation using Llamacloud

  • RFP response generation with Human in the loop using Llamacloud

• Resume Matching using LlamaCloud

• Instrumenting a LlamaCloud Agent (with Arize Phoenix)

• Building and Evaluating a RAG Pipeline with LlamaCloud and our Batch Evaluator

• Build Agents over LlamaCloud RAG Pipelines

• Building a Chat Engine with LlamaCloud

• LlamaCloud vs Naive RAG

• Multi-Modal

  • Multimodal RAG Quickstart with LlamaCloud
  • Multimodal RAG over Market Research Surveys

• Form Filling using LlamaCloud and LlamaParse

• Document Workflows

  • Auto Insurance Claim Processing Workflow
  • Contract Review Workflow
  • Invoice Payments Workflows
  • Invoice, SKU & Product Catalog Matching Workflow
  • Invoice Enrichment with Spend Category and Cost Center Workflow
  • Invoice Standardization Agentic Workflow
  • Patient Case Summary Workflow

• LlamaCloud Client SDK example

  • LlamaCloud Client SDK: Inserting Custom Documents
  • Document Metadata Management
  • Integrating LlamaHub Loaders
  • Supporting User-Level Data across Multiple Users

• LlamaCloud retriever (hybrid search with reranking)

• Advanced RAG with LlamaCloud

  • Corrective RAG
  • Auto-Retrieval RAG
  • File-level and Chunk-Level Retrieval with LlamaCloud and Workflows
  • Combining RAG and Text-to-SQL in a Single Query Interface

• 10K examples

  • Building a Sub-Question Query Engine with LlamaCloud
  • File-level Retrieval with LlamaCloud
  • Ensemble Retrieval with Jira and Confluence