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Merge pull request #620 from hchen2020/master

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global knowledge
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Haiping 2024-09-04 11:57:24 -05:00 committed by GitHub
parent 997bfc344f c12834bca3
commit d92b38206a
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GPG key ID: B5690EEEBB952194
3 changed files with 20 additions and 55 deletions
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3
src/Infrastructure/BotSharp.Abstraction/Knowledges/IKnowledgeHook.cs
View file

@ -7,4 +7,7 @@ public interface IKnowledgeHook
Task<List<string>> GetRelevantKnowledges()
=> Task.FromResult(new List<string>());
Task<List<string>> GetGlobalKnowledges()
=> Task.FromResult(new List<string>());
}

65
src/Plugins/BotSharp.Plugin.Planner/Functions/PrimaryStagePlanFn.cs
View file

@ -1,3 +1,4 @@
using BotSharp.Abstraction.Knowledges;
using BotSharp.Plugin.Planner.TwoStaging.Models;
namespace BotSharp.Plugin.Planner.Functions;
@ -49,38 +50,6 @@ public class PrimaryStagePlanFn : IFunctionCallback
var response = await GetAiResponse(plannerAgent);
message.Content = response.Content;
/*await fn.InvokeFunction("plan_secondary_stage", message);
var items = message.Content.JsonArrayContent<SecondStagePlan>();
//get all the related tables
List<string> allTables = new List<string>();
foreach (var item in items)
{
allTables.AddRange(item.Tables);
}
message.Data = allTables.Distinct().ToList();
//get table DDL and stores in content
var msg2 = RoleDialogModel.From(message);
await fn.InvokeFunction("get_table_definition", msg2);
message.SecondaryContent = msg2.Content;
//summarize and generate query
var summaryPlanningPrompt = await GetPlanSummaryPrompt(task, message);
_logger.LogInformation(summaryPlanningPrompt);
plannerAgent = new Agent
{
Id = BuiltInAgentId.Planner,
Name = "planner_summary",
Instruction = summaryPlanningPrompt,
TemplateDict = new Dictionary<string, object>(),
LlmConfig = currentAgent.LlmConfig
};
var response_summary = await GetAIResponse(plannerAgent);
_logger.LogInformation(response_summary.Content);
message.Content = response_summary.Content;
message.StopCompletion = true;*/
return true;
}
@ -97,37 +66,23 @@ public class PrimaryStagePlanFn : IFunctionCallback
Results = [""]
});
var globalKnowledges = new List<string>();
var knowledgeHooks = _services.GetServices<IKnowledgeHook>();
foreach (var hook in knowledgeHooks)
{
var k = await hook.GetGlobalKnowledges();
globalKnowledges.AddRange(k);
}
return render.Render(template, new Dictionary<string, object>
{
{ "task_description", task.Requirements },
{ "global_knowledges", globalKnowledges },
{ "relevant_knowledges", new[]{ message.Content } },
{ "response_format", responseFormat }
});
}
private async Task<string> GetPlanSummaryPrompt(PrimaryRequirementRequest task, RoleDialogModel message)
{
// save to knowledge base
var agentService = _services.GetRequiredService<IAgentService>();
var render = _services.GetRequiredService<ITemplateRender>();
var aiAssistant = await agentService.GetAgent(BuiltInAgentId.AIAssistant);
var template = aiAssistant.Templates.FirstOrDefault(x => x.Name == "planner_prompt.two_stage.summarize")?.Content ?? string.Empty;
var responseFormat = JsonSerializer.Serialize(new FirstStagePlan
{
Parameters = [JsonDocument.Parse("{}")],
Results = [""]
});
return render.Render(template, new Dictionary<string, object>
{
{ "table_structure", message.SecondaryContent }, ////check
{ "task_description", task.Requirements},
{ "relevant_knowledges", message.Content },
{ "response_format", responseFormat }
});
}
private async Task<RoleDialogModel> GetAiResponse(Agent plannerAgent)
{
var conv = _services.GetRequiredService<IConversationService>();

7
src/Plugins/BotSharp.Plugin.Planner/data/agents/282a7128-69a1-44b0-878c-a9159b88f3b9/templates/two_stage.1st.plan.liquid
View file

@ -14,6 +14,13 @@ Thinking process:
Note:If the task includes repeat steps,e.g.same steps for multiple elements, only generate a single detailed solution without repeating steps for each elements. You can add multiple items in the input and output args.
{% if global_knowledges != empty -%}
=====
Global Knowledge:
{% for k in global_knowledges %}
{{ k }}
{% endfor %}
{%- endif %}
{% if relevant_knowledges != empty -%}
=====