Pipeline: Add LLM and mocked user generation to the pipeline (#230)

This commit is contained in:
2026-07-01 07:47:24 -04:00
committed by GitHub
parent 880f73e004
commit 2b8a900d12
90 changed files with 57254 additions and 800 deletions

View File

@@ -1,24 +1,23 @@
#ifndef BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_LLAMA_GENERATOR_H_
#define BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_LLAMA_GENERATOR_H_
#include <filesystem>
/**
* @file data_generation/llama_generator.h
* @brief llama.cpp-backed implementation of DataGenerator.
*/
#include <cstdint>
#include <filesystem>
#include <memory>
#include <random>
#include <string>
#include <string_view>
#include "../services/prompting/prompt_directory.h"
#include "data_generation/data_generator.h"
#include "data_generation/prompt_formatting/prompt_formatter.h"
#include "data_model/models.h"
#include "services/logging/logger.h"
#include "services/prompting/prompt_directory.h"
struct llama_model;
struct llama_context;
@@ -44,14 +43,9 @@ class LlamaGenerator final : public DataGenerator {
~LlamaGenerator() override;
// disable copy constructor
LlamaGenerator(const LlamaGenerator&) = delete;
// disable copy assignment operator
LlamaGenerator& operator=(const LlamaGenerator&) = delete;
// disable move constructor
LlamaGenerator(LlamaGenerator&&) = delete;
// disable move assignment operator
LlamaGenerator& operator=(LlamaGenerator&&) = delete;
/**
@@ -65,12 +59,15 @@ class LlamaGenerator final : public DataGenerator {
const std::string& region_context) override;
/**
* @brief Generates a user profile for the provided locale.
* @brief Generates a user profile grounded in a sampled name and persona.
*
* @param locale Locale hint.
* @param city Enriched city the user is associated with.
* @param persona Persona archetype grounding the generated bio.
* @param name Sampled first/last name -- not LLM-invented.
* @return Generated user profile.
*/
UserResult GenerateUser(const std::string& locale) override;
UserResult GenerateUser(const EnrichedCity& city, const UserPersona& persona,
const Name& name) override;
private:
static constexpr int32_t kDefaultMaxTokens = 10000;