Cookbooks

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

Table of Contents

• Report Generation
• RFP Response Generation
• Resume Matching
• Instrumenting a LlamaCloud Agent
• Building and Evaluating a RAG Pipeline
• Build Agents over LlamaCloud RAG Pipelines
• Building a Chat Engine
• LlamaCloud vs Naive RAG
• Multi-Modal
• Form Filling
• Document Workflows
• LlamaCloud Client SDK example
• LlamaCloud retriever
• Advanced RAG with LlamaCloud
• 10K examples

Report Generation

• Financial report generation using Llamacloud
  Generate comprehensive financial reports with Llamacloud.

• Research paper report generation
  Automate the creation of research paper reports.

RFP Response Generation

• RFP response generation using Llamacloud
  Streamline your RFP response process.

• RFP response generation with Human in the loop using Llamacloud
  Enhance RFP responses with human oversight.

Resume Matching

• Resume Matching using LlamaCloud
  Efficiently match resumes to job descriptions.

Instrumenting a LlamaCloud Agent

• Instrumenting a LlamaCloud Agent (with Arize Phoenix)
  Monitor and optimize your LlamaCloud agents.

Building and Evaluating a RAG Pipeline

• Building and Evaluating a RAG Pipeline with LlamaCloud and our Batch Evaluator
  Construct and assess RAG pipelines effectively.

Build Agents over LlamaCloud RAG Pipelines

• Build Agents over LlamaCloud RAG Pipelines
  Develop intelligent agents using RAG pipelines.

Building a Chat Engine

• Building a Chat Engine with LlamaCloud
  Create a robust chat engine with LlamaCloud.

LlamaCloud vs Naive RAG

• LlamaCloud vs Naive RAG
  Compare LlamaCloud's capabilities with naive RAG.

Multi-Modal

• Multimodal RAG Quickstart with LlamaCloud
  Get started with multimodal RAG quickly.

• Multimodal RAG over Market Research Surveys
  Apply multimodal RAG to market research surveys.

Form Filling

• Form Filling using LlamaCloud and LlamaParse
  Automate form filling with LlamaCloud and LlamaParse.

Document Workflows

• Auto Insurance Claim Processing Workflow
  Streamline auto insurance claim processing.

• Contract Review Workflow
  Automate contract review processes.

• Invoice Payments Workflows
  Manage invoice payments efficiently.

• Invoice, SKU & Product Catalog Matching Workflow
  Match invoices with SKUs and product catalogs.

• Invoice Enrichment with Spend Category and Cost Center Workflow
  Enrich invoices with spend categories and cost centers.

• Invoice Standardization Agentic Workflow
  Standardize invoices with agentic workflows.

• Patient Case Summary Workflow
  Summarize patient cases efficiently.

LlamaCloud Client SDK example

• LlamaCloud Client SDK: Inserting Custom Documents
  Insert custom documents using the LlamaCloud SDK.

• Document Metadata Management
  Manage document metadata effectively.

• Integrating LlamaHub Loaders
  Integrate LlamaHub loaders seamlessly.

• Supporting User-Level Data across Multiple Users
  Support user-level data management across multiple users.

LlamaCloud retriever

• LlamaCloud retriever (hybrid search with reranking)
  Implement hybrid search with reranking using LlamaCloud.

Advanced RAG with LlamaCloud

• Corrective RAG
  Apply corrective measures to RAG workflows.

• Auto-Retrieval RAG
  Automate retrieval processes in RAG.

• File-level and Chunk-Level Retrieval with LlamaCloud and Workflows
  Retrieve data at file and chunk levels.

• Combining RAG and Text-to-SQL in a Single Query Interface
  Integrate RAG with Text-to-SQL for unified queries.

10K examples

• Building a Sub-Question Query Engine with LlamaCloud
  Develop a sub-question query engine.

• File-level Retrieval with LlamaCloud
  Perform file-level retrieval efficiently.

• Ensemble Retrieval with Jira and Confluence
  Combine retrieval from Jira and Confluence.