transform v2

[nrfulton]

Current limitations on transform:

• always one generate call
• does not always return an object of the same type
• only utilizes one tool call

After getting some usage data and feedback on transform, we should also consider modifying it such that:

• it always returns an object of the same type
• (possibly as a mechanism to meet the above) allow transform to take a sampling approach with either running the same generation multiple times or even modifying the tools passed into the generate call (ie add the constructor as a tool, remove some functions that failed) and possibly even add some descriptor of what failed last time
• allow for multiple generation requests in a single transform call that all get added to the context (this will be necessary for allowing us to synthesize multiple tool calls) or further prompt for better results

[jakelorocco]

When adding sampling strategies to other m funcs, we need to be aware of how it interacts with tool calls. Currently, sampling strategies do a deep copy of objects which causes the tool calls to operate on the copied version of the object not the original.

#179