Cookbooks

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

100 Level: Getting Started

Building Your First Chat

• Building a Chat Engine with LlamaCloud How to build a chat engine with LlamaCloud.

Working with Agents

• Getting Started with Agentic Retrieval
  How to use the agentic retrieval pipeline.

Comparing RAG Approaches

• LlamaCloud vs Naive RAG Compare LlamaCloud with a naive RAG implementation.

200 Level: Intermediate Applications

Processing Visual Content

• Multimodal RAG Quickstart with LlamaCloud
  Get started with multimodal RAG quickly.
• Multimodal RAG over Market Research Surveys
  Apply multimodal RAG to market research surveys.

Testing and Optimization

• Building and Evaluating a RAG Pipeline
  Construct and assess RAG pipelines effectively.

Automating HR Processes

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

Document Processing

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

Generating Reports

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

Monitoring and Debugging

• Instrumenting a LlamaCloud Agent
  Monitor and optimize your LlamaCloud agents.

Advanced Retrieval

• Querying multiple indexes with LlamaCloud
  Query multiple indexes with LlamaCloud.

300 Level: Advanced Applications

Automated Response Generation

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

Industry-Specific Workflows

• Auto Insurance Claim Processing
  Streamline auto insurance claim processing.
• Contract Review Workflow
  Automate contract review processes.

Invoice Management

• Invoice Payments Processing
  Manage invoice payments efficiently.
• Invoice and Product Catalog Matching
  Match invoices with SKUs and product catalogs.
• Invoice Enrichment and Categorization
  Enrich invoices with spend categories and cost centers.
• Invoice Standardization
  Standardize invoices with agentic workflows.

Healthcare Documentation

• Patient Case Summary Workflow
  Summarize patient cases efficiently.

Miscellaneous

Managing Documents

• LlamaCloud Client SDK: Inserting Custom Documents
  Insert custom documents using the LlamaCloud SDK.
• Document Metadata Management
  Manage document metadata effectively.

Integrating Data Sources

• Integrating LlamaHub Loaders
  Integrate LlamaHub loaders seamlessly.

Managing Multi-User Systems

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

Advanced Search Techniques

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

Building Custom Engines

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

Advanced Retrieval Methods

• File-level Retrieval with LlamaCloud
  Perform file-level retrieval efficiently.
• Ensemble Retrieval with Jira and Confluence
  Combine retrieval from Jira and Confluence.