Wolfram Language Paclet Repository
Community-contributed installable additions to the Wolfram Language
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LLMTool |  |
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Details
Examples
(2)
Basic Examples
(2)
Define a tool for getting the populations of cities:
In[1]:=
tool=
["cityPopulationFinder","city""City",#city["Population"]&]
 | LLMTool |
Out[1]=
LLMTool
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Use the tool in a call to an LLM:
In[2]:=
 | LLMSynthesize |
 | LLMEvaluator |
Out[2]=
Chicago is a bustling city in the state of Illinois with a population of 2746388 people according to the latest cityPopulationFinder data. It is known for its stunning skyline, diverse culture, and deep-dish pizza.
Define a tool with some prompting for running Wolfram Language code:
In[1]:=
tool=
[{"runCode","Run Wolfram Language code"},"code",If[ChoiceDialog["Run this code?\n\n"<>#code],ToString[ToExpression[#code],InputForm],"Code not allowed"]&]
| LLMTool |
Out[1]=
LLMTool
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Run an LLM with the tool, returning metadata about the evaluation:
In[2]:=
data=
"Which is closer to Boston: San Francisco or London? Use the tool as you write your response.",All,
"Tools"tool;
| LLMSynthesize |
| LLMEvaluator |
Get the completion written by the LLM with prompting and tool calls removed:
In[3]:=
data["CompletionText"]
Out[3]=
Let's use the runCode tool to calculate the distance between Boston and two different locations: San Francisco and London. So, San Francisco is closer to Boston with a distance of approximately 2688.46 miles, while London is around 3266.35 miles away from Boston.
Get the completion with tool calls preserved:
In[4]:=
data["CompletionToolsText"]
Out[4]=
Let's use the runCode tool to calculate the distance between Boston and two different locations: San Francisco and London. TOOLCALL: runCode{ "code": "GeoDistance[Entity[\"City\", {\"SanFrancisco\", \"California\", \"UnitedStates\"}], Entity[\"City\", {\"Boston\", \"Massachusetts\", \"UnitedStates\"}]]"}ENDARGUMENTSENDTOOLCALLRESULT: Quantity[2688.4637915812527, "Miles"]TOOLCALL: runCode{ "code": "GeoDistance[Entity[\"City\", {\"London\", \"GreaterLondon\", \"UnitedKingdom\"}], Entity[\"City\", {\"Boston\", \"Massachusetts\", \"UnitedStates\"}]]"}ENDARGUMENTSENDTOOLCALLRESULT: Quantity[3266.34870599052, "Miles"]So, San Francisco is closer to Boston with a distance of approximately 2688.46 miles, while London is around 3266.35 miles away from Boston.
In[5]:=
data["ToolRequests"]
Out[5]=
{1065,1263}LLMToolRequest
,{1323,1519}LLMToolRequest
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In[6]:=
data["ToolResponses"]
Out[6]=
{1264,1322}LLMToolResponse
,{1520,1576}LLMToolResponse
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""