አንድ የ AI Coaching Agent ለመፍጠር, የንግድ አስተዳዳሪዎች ለባህር መለያዎች ይሰጣሉ

የእኛን የቴሌጅ አስተዳደር ጓደኛዎች የሚፈልጉት አብዛኞቹ ጥያቄዎች መካከል አንዱ ነው, አንድ ሰው ከባድ ግንኙነት በኩል ለመረዳት ወይም አንድ መሪ እንደ ልምድ ለመፍጠር. ይህ በአብዛኛው ጊዜ የሥራ በጣም ተስማሚ ክፍሎች መካከል አንዱ ነው, አንድ አስተዳዳሪ ወይም ባለሙያን ፍላጎቶች ምንም ሙሉ ውሂብ ስብስቦች አላቸው አንድ ዓይነት መዋቅር ለማቅረብ አስቸጋሪ ሊሆን ይችላል. በተጨማሪም, እርስዎ ከባድ ጥያቄዎች ሁሉንም አያስፈልግዎትን ለማረጋገጥ ከባድ ግንኙነት አንዳንድ ንጥረ መጫወት ይረዳል. ይህ የ Talent Agent SDK እና የ HR እና የ IT አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም አጠቃቀም ነው. ግምገማዎች የ Agent SDK እዚህ ከብዙውን የጅምላ ክብደት ለማግኘት ይሆናል እና የ HRBP Agent እና የ HR Analyst Agent ወደ እኛን ለመረዳት ይሆናል. ቀላልነት ለማግኘት, እኛ ደግሞ በ SDK ውስጥ የተመሠረተ Slack መተግበሪያ ላይ ይመዝገቡ እና ይህ ቱሪቶሪ እርስዎ ይህ መተግበሪያ አለን ያካትታል. በመጀመሪያ, ወደ Peoplelogic.dev ወደ Agent SDK ለ የ Sandbox ለማረጋገጥ ያግኙ ቀጣይ, ከ https://github.com/peoplelogic/agent-sdk-starter ከ Agent SDK መጀመር ከዚያም, በ src / main / resources / application.properties ውስጥ የ HRBP እና የ HR Analyst ይጠቀሙ: peoplelogic.agent.HRBusinessPartnerAgent.enabled=true peoplelogic.agent.HRAnalystAgent.enabled=true የእርስዎን Coaching መሣሪያ ለመፍጠር የ HRBP አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል እነዚህን መሣሪያዎች አንድ አዲስ የ SDK መሣሪያዎች እና የ SDK መሣሪያዎች እና የ SDK መሣሪያዎች እና የ SDK መሣሪያዎች እና የ SDK መሣሪያዎች እና የ SDK መሣሪያዎች ይሰራሉ. መመሪያ ይጀምራል @PeoplelogicTool @PeoplelogicTools("hrbp-coaching-tools") public class HRBPCoachingTools { @Autowired PersonalContentRetriever personalContentRetriever; @Autowired @Qualifier("apmContentRetriever") ContentRetriever apmContentRetriever; @Autowired CustomerKnowledgeContentRetriever customerKnowledgeContentRetriever; @Autowired ChatMemoryProvider chatMemoryProvider; @Autowired ChatModel chatLanguageModel; @Autowired HRAnalystAgent analyst; HRBusinessPartnerAgent agentWithFiles; } በዚህ ጊዜ, በጣም ጥሩ - እኛ የኮርፖሬሽን ውሂብ ለማግኘት እና በኮርፖሬሽን በኩል ያውቃሉ እና እኛ እንደ የኮርፖሬሽን ሞዴል እና የሙዚቃ እንደ አንዳንድ የኮርፖሬሽን ክፍሎች ያውቃሉ, ስለዚህ እኛ የእኛን ኤጀንቲዎች አንዳንድ overrides መፍጠር ይችላሉ. ነገር ግን አንድ coaching ኤጀንቲ ምን ጥሩ ነው, የኮርፖሬሽን ትዕዛዞች ምንም! ወደ አዲስ ትዕዛዞች ቀጥተኛ በታች ያካትታል ዝርዝር: agentWithFiles private final String COACHING_CONVERSATION_SEGMENT = "You are providing structured coaching guidance for managers based on company-provided training materials, performance documentation, values, employee history, and engagement insights. " + "Your goal is to help managers facilitate productive, constructive, and values-driven coaching conversations with their direct reports. " + "Use the company handbook, leadership principles, performance documentation (including APM), and engagement trends from PersonalContentRetriever to guide best practices." + "Do not just provide generic coaching advice - prompt the user for additional information through the questions below to tailor the advice specifically for the users questions. " + "\n\nHere are the steps to take and the details to provide:\n" + "**1) Understand the Context:**\\n" + " * Identify the employee’s role, responsibilities, and recent performance trends.\\n" + " * Reference recent performance reviews, feedback, and IDP goals to align coaching with personal development areas.\\n" + " * Retrieve relevant company values, leadership principles, or training materials to inform the conversation.\\n" + " * Consider engagement data: Has the employee reported lower motivation? Are they flagged for burnout risk? Have survey responses indicated disengagement or stress?\\n" + " * Review prior coaching conversations for continuity.\\n" + "\\n **2) Prepare a Coaching Plan:**\\n" + " * Summarize key strengths and recent achievements of the employee.\\n" + " * Highlight areas for growth, focusing on skill development, leadership behaviors, or goal alignment.\\n" + " * Identify any performance concerns and prepare structured, constructive feedback.\\n" + " * Suggest conversation starters that align with company coaching frameworks (e.g., open-ended questions, values-based feedback, and action-oriented dialogue).\\n" + "\\n **3) Incorporate Engagement Insights:**\\n" + " * If recent engagement data is available, summarize key findings.\\n" + " * Highlight any early warning signs of burnout, stress, or disengagement.\\n" + " * Recommend specific leadership actions to address motivation concerns, such as increased recognition, rebalancing workload, or providing career growth opportunities.\\n" + " * If the employee has high engagement scores, suggest ways to keep momentum going (e.g., stretch assignments, mentorship roles).\\n" + "\\n **3) Handling Specific Coaching Scenarios:**\\n" + " **Scenario: Coaching an Underperforming Employee**\\n" + " * Identify the specific performance gaps based on reviews, OKRs, and manager feedback.\\n" + " * Provide a script for addressing performance concerns using a structured approach (e.g., SBI: Situation-Behavior-Impact).\\n" + " * Recommend follow-up actions, such as skills training, mentorship, or reassigning work to better match strengths.\\n" + " **Scenario: High-Potential Coaching & Career Growth**\\n" + " * Recognize recent achievements and set expectations for leadership development.\\n" + " * Suggest stretch assignments, cross-functional projects, or learning opportunities.\\n" + " * Align growth plans with company goals to maximize impact.\\n" + " **Scenario: Addressing Low Engagement or Burnout Risk**\\n" + " * Review recent engagement data to understand concerns (e.g., workload, manager relationships, career stagnation).\\n" + " * Provide conversation starters to uncover underlying challenges.\\n" + " * Suggest leadership interventions (e.g., workload adjustments, increased flexibility, career pathing discussions).\\n" + " **Scenario: Giving Feedback Based on Company Values**\\n" + " * Retrieve company values and leadership principles from the PersonalContentRetriever.\\n" + " * Structure feedback using real-world examples that reinforce those values.\\n" + " * Recommend actions that align with cultural expectations (e.g., collaboration, innovation, customer focus).\\n" + "\\n **4) Set Next Steps:**\\n" + " * Summarize key takeaways from the conversation.\\n" + " * Provide actionable follow-ups, such as scheduling a check-in, setting measurable goals, or recommending additional support.\\n" + " * If needed, generate a follow-up message or email summarizing key points for the employee.\\n" + "\\n **5) Generate Additional Prompts for the User:**\\n" + " * 'How can I coach Alice on improving leadership skills based on her performance review?'\\n" + " * 'What feedback should I give Bob in our 1:1 based on company values?'\\n" + " * 'How can I address engagement concerns with my direct report in a coaching session?'\\n" + " * 'Give me a script for a coaching conversation based on Charlie’s recent performance trends.'\\n" + " * 'How can I coach Derek to take on a more strategic leadership role in the company?'\\n" + " * 'What actions should I take if an employee’s engagement scores have dropped?'"; በ HRBP መተግበሪያው ውስጥ በ HRAnalystAgent ውስጥ በፈጠራው መተግበሪያዎችን ያውቃሉ - ይህ የእኛን የ HRBP መተግበሪያን በ HRBP መተግበሪያው ውስጥ በ HRBP መተግበሪያው በ HRBP መተግበሪያው ውስጥ በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበሪያው በ HRBP መተግበ private HRBusinessPartnerAgent getAgentWithPersonalFiles() { if (agentWithFiles == null) { agentWithFiles = AiServices.builder(HRBusinessPartnerAgent.class) .retrievalAugmentor(PeoplelogicRetrievalAugmentor.builder() .queryTransformer(ExpandingQueryTransformer.builder().chatModel(chatLanguageModel).build()) .queryRouter(new DefaultQueryRouter(apmContentRetriever, personalContentRetriever, customerKnowledgeContentRetriever)) .build()) .chatMemoryProvider(chatMemoryProvider) .chatModel(chatLanguageModel) .tools(Collections.emptyList()).build(); } return agentWithFiles; } በዚህ መንገድ ጋር, በእርግጥ ሥራን ማግኘት ይችላሉ - የእኛን መሣሪያን ለመፍጠር. የ Coach ለመፍጠር የእርስዎን የ SDK መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ መተግበሪያ @Tool("Provides an interactive coach or roleplay scenario to help HR and managers have a coaching conversation with an employee. " + "You need to ask who the employee is. If no specific topic provided after prompting, just assume general performance coaching." + "You should ask if there is any additional information the user wants to provide (surveys, okrs, etc) relevant to the conversation. " + "You can also ask for the employee's job description (optional) just so we know the roles and responsibilities." + "If additional details are not provided and job description is not provided, you may ask the user if they'd like the information retrieved from connected tools." + "This tool will always output the full coaching plan or the parts that have been compiled so far.") @SneakyThrows public String roleplayOrProvideCoachingAdviceHelpMeCoachAnEmployee(@ToolMemoryId String memoryId, @P("Employee Name") String employeeName, @P("Specific topic for coaching") String specificTopic, @P(value = "Filenames of additional inputs - excluding job descriptions", required = false) String additionalFiles, @P(value = "Employee's Job Description", required = false) String jobDescription) { } እንደ አንተ እንደየት ይችላሉ, እኛ መሣሪያው ሁለቱም በጣም ዝርዝር መግለጫ እና ዝርዝር ስም ይሰጣሉ, ስለዚህ የ LLM የእኛን መሣሪያ ይደውሉ የሚችል ብዙ መረጃ አለው. ይህ መሣሪያው ተጨማሪ የተሻለ ስሪት የ Universal Talent API በመጠቀም እነዚህን ሁሉም መረጃዎችን ለመውሰድ እና ማንኛውም ማውረድ ያስፈልጋልም ወደ መልስ ውስጥ ያካትታል. አሁን ሁሉንም መረጃን እንዴት እንደሚጠቀሙን ይመልከቱ: String userQuery = "Help me have a coaching conversation with " + employeeName + " around " + specificTopic + ". " + "If additional files are provided, try to use those. It should be an interactive conversation. " + "At the end, always provide me with the additional questions I may ask you to continue the conversation or suggest some scenarios to roleplay based on the information provided and the specific topic."; // Setup the reviews and surveys processing through the HR Analyst and wait for files to be uploaded if (additionalFiles != null && !additionalFiles.isEmpty()) { additionalFiles = getFilenamesAsJoinedString(additionalFiles); String analysisQuery = "analyze these okr cycles, engagement results and review results located in files '" + additionalFiles + "'. All files have been provided already - do not ask for them again. Everything is confirmed - no more required."; SearchFileContext.setCurrentFiles(additionalFiles.split(",")); if (!waitForUpload(analysisQuery, personalContentRetriever)) { return "There was a problem uploading the files to analyze. Please try again."; } // Call the HR Analyst and append the results to the user query Result analystResults = analyst.acceptWork(memoryId + "_coaching", analysisQuery, ""); userQuery = userQuery + "\n\n" + analystResults.content().getResponse(); } በመጀመሪያ, የእኛን የቀድሞው ስርዓት አስተያየቶች ጋር ይጎብኙን ዋናው መመሪያዎችን ለመፍጠር ይሆናል - እባክዎ, ለሁሉም አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝተዋል አግኝ // Check if we have provided a job description if (jobDescription != null && !jobDescription.isEmpty()) { additionalFiles = getFilenamesAsJoinedString(additionalFiles + ", " + jobDescription); String analysisQuery = "analyze these okr cycles, engagement results, job descriptions and review results located in files '" + additionalFiles + "'. All files have been provided already - do not ask for them again. Everything is confirmed - no more required."; SearchFileContext.setCurrentFiles(additionalFiles.split(",")); if (!waitForUpload(analysisQuery, personalContentRetriever)) { return "There was a problem uploading the files to analyze. Please try again."; } } String result = getAgentWithPersonalFiles().answerWithPrompt(memoryId + "_coaching", userQuery, COACHING_CONVERSATION_SEGMENT); return "Here is the plan - output it in full to the user: " + result; ሁሉም የተወሰነ ነው የ Jobs Description ፋይሎችን መተግበሪያ እና ከዚያም ሁሉም እነዚህን መረጃን ከ HRBP መተግበሪያው ወደ ተንቀሳቃሽ ያቀርባል. በተጨማሪም, የ Jobs Description ፋይሎችን በመስጠት ከሆነ አንዳንድ ዋና ጥበቃ እና ደህንነት መቆጣጠሪያዎችን ይጠቀማሉ እና ከዚያም የ HRBP መተግበሪያን ከሁሉም ነገር ጋር ተንቀሳቃሽ እና ውጤት ወደ LLM ወደ ተንቀሳቃሽ! መተግበሪያዎች ውስጥ አሁን የእርስዎን አዲስ መሣሪያ ስለ የተመሠረተ የ HRBP መሣሪያን ያውቃሉ, መተግበሪያዎች ያመሠረተ, መሣሪያዎችን የተመሰረተ, የእርስዎን አዲስ መሣሪያን ያውቃሉ. ወደ src/main/resources/application.properties ይጎብኙ እና የሚከተሉትን ያንብቡ: peoplelogic.agent.HRBusinessPartnerAgent.tools=hrbp-coaching-tools መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን መተግበሪያዎችዎን ይመልከቱ. Here's a structured coaching plan for your conversation with Brian about his promotion readiness: *1. Start with Positivity • Opening Statement "Brian, I want to start by acknowledging the great work you've been doing. Your passion, curiosity, and empathy really shine through in your role. Let's celebrate some of your recent accomplishments." • Celebrate Wins "You've made significant strides in making our releases more predictable and improving communication between product and engineering, which has led to fewer re-opens. Your efforts in tightening our product strategy are also noteworthy." *2. Discuss Strengths • Highlight Strengths "Your ability to write prolifically and your constant drive to learn and research new things are incredible strengths. These skills are vital for your role and contribute greatly to our team's success." *3. Explore Growth Opportunities • Growth Areas "Looking ahead, I see an opportunity for you to balance immediate sales opportunities with long-term breakthrough successes. It's important to push boundaries while ensuring we can effectively communicate our value propositions." • Skill Development "Continuing to enhance your organizational skills and understanding market demands will be crucial. Engaging more with customers to understand their future directions can provide valuable insights." *4. Discuss Promotion Readiness • Promotion Readiness "Let's talk about what it means to be ready for a promotion. Beyond your technical skills, leadership qualities such as influencing others and strategic thinking are key. How do you feel about your readiness in these areas?" *5. Actionable Next Steps • Set Goals "Let's set some goals together. How about focusing on strengthening your influence within the team and externally with clients? Additionally, working on strategic messaging for our products could be a great area to develop further." *6. Engage in Open Dialogue • Open-Ended Question "What do you think are the biggest challenges you face in preparing for a promotion, and how can I support you in overcoming them?" *7. Conclude with Encouragement • Encouragement "I'm confident in your abilities, Brian. With your passion and dedication, I believe you can achieve great things and be ready for the next step in your career." Additional Questions to Continue the Conversation • "What specific leadership skills do you think you need to develop to be ready for a promotion?" • "How can we align your personal development goals with the team's objectives?" • "What resources or support do you need from me to help you succeed?" Suggested Roleplay Scenarios • Scenario 1 Roleplay a situation where Brian needs to present a new product strategy to senior management. • Scenario 2 Simulate a customer meeting where Brian has to address complex questions about product differentiation. • Scenario 3 Practice a peer feedback session focused on improving team collaboration and communication. አግኝቷል! አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል አግኝቷል የቀድሞው ምርቶች ይህ ምሳሌ በጣም ጥሩ ነው, ነገር ግን እኛ በእርግጥ ለማሻሻል ይችላሉ አንዳንድ ቦታዎች አሉ. ለምሳሌ: የክፍያ ስርዓት ለመጠበቅ አንድ ፋይሎችን ይሰጣል. የ Universal Talent API ያካትታል, ስለዚህ ፋይሎች ለማውረድ አይፈልግም. የ HRBP ለመፍጠር የእርስዎ ኩባንያው የኮርፖሬሽኖች ጋር ተስማሚ. እርስዎ የኩባንያ መተግበሪያዎችን በመጠቀም እና እንደመሠረቱ, አስደናቂ የኮድ መተግበሪያዎችን በመጠቀም ሌሎች ማሻሻያዎችን ይሰጣሉ!