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Course Outline
Introduction to LlamaIndex and Context Augmentation
- Overview of LlamaIndex
- The role of context augmentation in AI
- Benefits of using LlamaIndex with LLMs
Setting Up LlamaIndex
- Installation and configuration
- Understanding the architecture and components
- Data connectors and ingestion
Data Indexing and Access
- Creating data indexes for efficient access
- Query engines and natural language access
- Best practices for data structuring
Integrating LlamaIndex with LLMs
- Enhancing LLMs with contextually relevant data
- Practical exercises: Augmenting chatbots and text generators
- Troubleshooting and optimization
Application Scenarios and Case Studies
- Use cases in various industries
- Review of successful implementations
- Building a context-augmented AI solution
Summary and Next Steps
Requirements
- Basic understanding of AI and machine learning concepts
- Familiarity with Large Language Models (LLMs)
- Experience with programming and data handling
Audience
- AI researchers
- Machine learning professionals
- Data scientists
14 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from £3800 online delivery, based on a group of 2 delegates, £1200 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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