Splunk AI Assistant for SPL | Key Use Cases to Unlock the Power of SPL
The Splunk AI Assistant for SPL leverages Gen-AI to simplify the learning curve of Search Processing Language (SPL). Whether you’re a seasoned Splunk expert or a new user, this app enables you to write, understand, and optimize SPL queries, helping you extract value from your data faster than ever. From parsing data to enhancing security investigations, the AI Assistant is your new best friend for Splunk analytics.
Key Use Cases:
- Data Discovery Made Simple
New to a Splunk instance? The AI Assistant helps you quickly uncover the data being collected, its metrics, hosts, and cloud integrations with easy prompts.
Example prompt: What data is being collected in the environment?
Query: | tstats values(sourcetype) AS sourcetypes where index=* BY index
- Parse and Enrich Data with Ease
Struggling to format timestamps or parse JSON/XML strings? The AI Assistant provides precise SPL queries to help enrich and transform your data effortlessly.
Example prompt: How do I parse a timestamp string in the following format "01-Jan-2024 12:34:00 PM"?
Query: | makeresults | eval timestamp_string="01-Jan-2024 12:34:00 PM" | eval parsed_timestamp=strptime(timestamp_string, "%d-%b-%Y %I:%M:%S %p") | table parsed_timestamp
- Supercharge Cybersecurity Investigations
Detect anomalies faster with prompts for security use cases, such as finding suspicious login attempts or network activity by region.
Example Prompt: Search for allowed network traffic from <<some region>> by src_ip IP address
Query: index=<<index>> tag=network action=allowed src_ip=* | iplocation src_ip | search Region=<<some region>>
- Optimize Observability and IT Operations
Analyze logs, monitor system health, and visualize trends in application performance.
Example Prompt: Search for exceptions and stack traces in application logs
Query: index=<<index>> sourcetype=<<sourcetype>> linecount>3 (unhandled OR exception OR traceback OR stacktrace)
- Gain Administrative Insights
Admins can streamline resource management with insights into saved searches, Universal Forwarders, and search performance.
Example Prompt: Write SPL to show the runtime schedule of saved searches
Query: | rest /services/saved/searches | search is_scheduled=1 | table title, cron_schedule, next_scheduled_time
- Master SPL Commands
From plotting data on maps to enriching datasets with lookup files, the AI Assistant offers detailed guidance for SPL commands.
Example Prompt: How do I enrich data with fields from a lookup <<lookupfile.csv>>?
Query: index=<index> sourcetype=<sourcetype> | lookup <<lookupfile.csv>> <<lookup_field>> AS <<data_field>>
Ready to Get Started?
The Splunk AI Assistant for SPL transforms the way you interact with your data, enabling faster insights and greater efficiency. Download it today and start discovering its potential.
If you’d like to dive deeper into all the use cases, examples and other useful command education prompts, 👉 Read the full article here.
