example-notebooks

This repository contains example code for Vectara.

• Notebooks used in our blog posts
• Examples for how to use Vectara with LlamaIndex, LangChain and DSPy.

API Examples Tutorial Series

A step-by-step tutorial series in notebooks/api-examples/ covering the Vectara API v2:

1. Corpus Creation — Create and configure corpora
2. Data Ingestion — Upload and index documents
3. Query API — Search, retrieval, and generation
4. Agent API — Build RAG agents
5. Sub-Agents — Multi-agent orchestration
6. Artifacts — Working with artifacts
7. Lambda Tools for Data Analysis — NumPy/Pandas lambda tools for agent data analysis
8. Reranker Instructions — Using reranker instructions with qwen3-reranker for role-based intent steering and jargon resolution