LlamaIndex_Use_Cases LlamaIndex is a framework that connects Large Language Models

1. Use Cases of LlamaIndex
Real-world applications of
LlamaIndex with Ollama

2. 1. Enterprise Knowledge Assistant
• - Internal chatbot over HR, policy, and
procedure documents
• - Example: “How many vacation days do I
get?”
• - Private, secure, fast access using local LLM
(Ollama)

3. 2. Academic Research Search Tool
• - Query research papers and publications
semantically
• - Example: “Papers on GNNs and citation
metrics since 2021”
• - Integrates with arXiv, PDFs, BibTeX, etc.

4. 3. Legal Document QA
• - Ask questions over legal contracts, policies,
and regulations
• - Example: “What clauses define termination
terms?”
• - Supports structure-aware retrieval and
reranking

5. 4. Medical Knowledgebase
Assistant
• - Summarize and answer based on clinical
guidelines
• - Example: “Treatment options for Type 2
diabetes?”
• - Reliable, filtered, and private inference

6. 5. Educational Tutor Bot
• - Answers from textbooks, notes, and course
material
• - Example: “Explain the Central Limit Theorem
from this book.”
• - Safe for classroom or offline student support

7. 6. Developer API Assistant
• - Query internal engineering docs and APIs
• - Example: “How does AuthService handle
token refresh?”
• - Enables semantic search across codebases