Agentic AI
Basic Agentic AI Example
Learn how to implement a basic agentic AI system using Splunk Agent Observability and OpenAI.Python
Weather Vibes Agent
Learn how to build an Agentic System for a smart weather application in a Python-based tech stack.Python
Monitor LangChain Agents with Splunk Agent Observability
Learn how to build and monitor a LangChain AI Agent using Splunk Agent Observability for tracing and observability.Python
Add evaluations to a multi-agent LangGraph application
Learn how to add evaluations to a multi-agent LangGraph chat bot using Splunk Agent ObservabilityPython
Add Domain-Specific Custom Evaluators to your Application
Learn how to create custom LLM-as-a-Judge evaluators to evaluate domain-specific applications within Splunk Agent Observability.Python
Instrument LangGraph Agents with OpenTelemetry
Learn how to add comprehensive observability to your LangGraph agents using OpenTelemetry and Splunk Agent Observability.Python
Conversational AI
Instruction Adherence
Help your models better follow user instructions.Python
Fixing Hallucinations and Factual Errors
Reduce made-up or incorrect information.
Reducing Hesitation and Uncertainty
Create more confident and clear responses.Python
Retrieval-Augmented Generation
Basic RAG Example
Learn how to implement a basic RAG system using Splunk Agent Observability and OpenAI.Python
Preventing Out-of-Context Information
Keep irrelevant information out of responses.Python
Ensuring Complete Use of Retrieved Data
Make sure your system uses all the information it finds.Python
Maximizing Chunk Utilization
Improve how your model uses retrieved text.Python
MongoDB Atlas Integration for Retrieval-Augmented Generation (RAG)
Guide to using MongoDB Atlas Vector Search with LangGraph agents logging to Splunk Agent Observability.Python
Build a RAG Application with Elasticsearch, LangGraph, and Splunk Agent Observability
Guide to using Elasticsearch with LangGraph agents logging to Splunk Agent Observability.Python