BotSharp/src/Plugins/BotSharp.Plugin.Planner/SqlGeneration/SqlGenerationPlanner.cs

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2024-12-16 23:22:28 +00:00
namespace BotSharp.Plugin.Planner.SqlGeneration;
public class SqlGenerationPlanner : ITaskPlanner
{
private readonly IServiceProvider _services;
private readonly ILogger _logger;
public string Name => "SQL-Planner";
public int MaxLoopCount => 10;
public SqlGenerationPlanner(IServiceProvider services, ILogger<SqlGenerationPlanner> logger)
{
_services = services;
_logger = logger;
}
public async Task<FunctionCallFromLlm> GetNextInstruction(Agent router, string messageId, List<RoleDialogModel> dialogs)
{
var inst = new FunctionCallFromLlm();
var nextStepPrompt = await GetNextStepPrompt(router);
// chat completion
var completion = CompletionProvider.GetChatCompletion(_services,
provider: router?.LlmConfig?.Provider,
model: router?.LlmConfig?.Model);
// text completion
dialogs = new List<RoleDialogModel>
{
new RoleDialogModel(AgentRole.User, nextStepPrompt)
{
FunctionName = nameof(SqlGenerationPlanner),
MessageId = messageId
}
};
var response = await completion.GetChatCompletions(router, dialogs);
inst = response.Content.JsonContent<FunctionCallFromLlm>();
// Fix LLM malformed response
ReasonerHelper.FixMalformedResponse(_services, inst);
return inst;
}
public List<RoleDialogModel> BeforeHandleContext(FunctionCallFromLlm inst, RoleDialogModel message, List<RoleDialogModel> dialogs)
{
var question = inst.Response;
var taskAgentDialogs = new List<RoleDialogModel>
{
new RoleDialogModel(AgentRole.User, question)
{
MessageId = message.MessageId,
}
};
return taskAgentDialogs;
}
public bool AfterHandleContext(List<RoleDialogModel> dialogs, List<RoleDialogModel> taskAgentDialogs)
{
dialogs.AddRange(taskAgentDialogs.Skip(1));
return true;
}
public async Task<bool> AgentExecuting(Agent router, FunctionCallFromLlm inst, RoleDialogModel message, List<RoleDialogModel> dialogs)
{
// Set user content as Planner's question
message.FunctionName = inst.Function;
message.FunctionArgs = inst.Arguments == null ? "{}" : JsonSerializer.Serialize(inst.Arguments);
return true;
}
public async Task<bool> AgentExecuted(Agent router, FunctionCallFromLlm inst, RoleDialogModel message, List<RoleDialogModel> dialogs)
{
var context = _services.GetRequiredService<IRoutingContext>();
if (message.StopCompletion)
{
context.Empty(reason: $"Agent queue is cleared by {nameof(SqlGenerationPlanner)}");
return false;
}
if (dialogs.Last().Role == AgentRole.Assistant)
{
context.Empty();
return false;
}
var routing = _services.GetRequiredService<IRoutingService>();
routing.Context.ResetRecursiveCounter();
return true;
}
private async Task<string> GetNextStepPrompt(Agent router)
{
var agentService = _services.GetRequiredService<IAgentService>();
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var planner = await agentService.LoadAgent(PlannerAgentId.SqlPlanner);
var template = planner.Templates.First(x => x.Name == "sql.next").Content;
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var states = _services.GetRequiredService<IConversationStateService>();
var render = _services.GetRequiredService<ITemplateRender>();
return render.Render(template, new Dictionary<string, object>
{
{ StateConst.EXPECTED_ACTION_AGENT, states.GetState(StateConst.EXPECTED_ACTION_AGENT) },
{ StateConst.EXPECTED_GOAL_AGENT, states.GetState(StateConst.EXPECTED_GOAL_AGENT) }
});
}
}