If the laser is low duty cycle, consider Sealed Lead Acid, common, cheap, and decent amp-hours. Chargers wildly available.
An amp-hour is exactly that, a one amp hour battery can provide one amp at nearly rated voltage for one hour, one half amp for two hours etc.
Usually I assume a battery is really capable of 65% of its rated amp-hours...
In reality its not that linear, but the amp-hour or mA-hour rating is a good guide.
Keep in mind the Battery should be fused, and some of the Lithiums do not take kindly to being over-discharged. I'd consider adapting a pack already made for model aircraft or hand tools that has the safety board for Li and Metal Hydride batteries. Some of the individual cells have internal safety boards as well. I had good luck hacking DeWalt packs about three years ago. Usually hand tool batteries just need an enable loopback on the connector.
This is one time the Other Place can really shine.
Steve
Qui habet Christos, habet Vitam!
I should have rented the space under my name for advertising.
When I still could have...