training_data.json

{
  "dataset_version": "1.0_qwen_finetune_complete",
  "description": "Complete 50 diverse examples teaching search → present → schedule pattern without memorization",
  "model_target": "qwen3-1.7b",
  "total_examples": 50,
  "unique_names": 100,
  "unique_locations": 30,
  "pattern": "user_request → tool_call(search) → tool_response → present_results → user_decision → tool_call(schedule) → tool_response → confirm",
  "examples": [
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "I need a frontend developer for a fintech project in Kenya."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"frontend developer\", \"region\": \"Kenya\", \"industry\": \"fintech\", \"experience_level\": \"mid-senior\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_8821\", \"name\": \"Chiamaka Eze\", \"location\": \"Nairobi, Kenya\", \"skills\": [\"React\", \"TypeScript\", \"Redux\", \"Tailwind CSS\"], \"years_experience\": 5, \"fintech_projects\": 2, \"availability\": \"immediate\", \"rate_usd_monthly\": 1650}, {\"id\": \"c_9012\", \"name\": \"Hassan Juma\", \"location\": \"Mombasa, Kenya\", \"skills\": [\"Vue.js\", \"JavaScript\", \"Node.js\", \"REST APIs\"], \"years_experience\": 6, \"fintech_projects\": 3, \"availability\": \"2 weeks notice\", \"rate_usd_monthly\": 1850}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 frontend developers with fintech experience in Kenya:\n\n**1. Chiamaka Eze** (ID: c_8821)\n- Location: Nairobi, Kenya\n- Skills: React, TypeScript, Redux, Tailwind CSS\n- Experience: 5 years (2 fintech projects)\n- Availability: Immediate\n- Rate: $1,650/month\n\n**2. Hassan Juma** (ID: c_9012)\n- Location: Mombasa, Kenya\n- Skills: Vue.js, JavaScript, Node.js, REST APIs\n- Experience: 6 years (3 fintech projects)\n- Availability: 2 weeks notice\n- Rate: $1,850/month\n\nWould you like to schedule interviews with both, or select specific candidates?"},
        {"role": "user", "content": "Let's interview both. Schedule for next Monday at 2 PM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_8821\", \"c_9012\"], \"date\": \"2025-10-27\", \"time\": \"14:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_5501\", \"candidate_id\": \"c_8821\", \"candidate_name\": \"Chiamaka Eze\", \"scheduled_time\": \"2025-10-27T14:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_5501\"}, {\"interview_id\": \"int_5502\", \"candidate_id\": \"c_9012\", \"candidate_name\": \"Hassan Juma\", \"scheduled_time\": \"2025-10-27T15:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_5502\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Chiamaka Eze** - Monday, October 27, 2025 at 2:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_5501 (ID: int_5501)\n\n✓ **Hassan Juma** - Monday, October 27, 2025 at 3:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_5502 (ID: int_5502)\n\nCalendar invites sent to both candidates."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find me a Python backend engineer in Nigeria for e-commerce."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"backend engineer\", \"skills\": [\"Python\"], \"region\": \"Nigeria\", \"industry\": \"e-commerce\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_1234\", \"name\": \"Adanna Okafor\", \"location\": \"Lagos, Nigeria\", \"skills\": [\"Python\", \"Django\", \"PostgreSQL\", \"Redis\"], \"years_experience\": 7, \"ecommerce_projects\": 4, \"availability\": \"immediate\", \"rate_usd_monthly\": 1900}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 Python backend engineer with e-commerce experience in Nigeria:\n\n**1. Adanna Okafor** (ID: c_1234)\n- Location: Lagos, Nigeria\n- Skills: Python, Django, PostgreSQL, Redis\n- Experience: 7 years (4 e-commerce projects)\n- Availability: Immediate\n- Rate: $1,900/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, schedule for October 28 at 10 AM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_1234\"], \"date\": \"2025-10-28\", \"time\": \"10:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_6601\", \"candidate_id\": \"c_1234\", \"candidate_name\": \"Adanna Okafor\", \"scheduled_time\": \"2025-10-28T10:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_6601\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Adanna Okafor** - Tuesday, October 28, 2025 at 10:00 AM WAT\n  Meeting: https://meet.gigsama.com/int_6601 (ID: int_6601)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a React Native developer in Tanzania with healthcare experience."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"React Native\"], \"region\": \"Tanzania\", \"industry\": \"healthcare\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_5678\", \"name\": \"Amina Hassan\", \"location\": \"Dar es Salaam, Tanzania\", \"skills\": [\"React Native\", \"TypeScript\", \"Firebase\", \"GraphQL\"], \"years_experience\": 4, \"healthcare_apps\": 2, \"availability\": \"immediate\", \"rate_usd_monthly\": 1600}, {\"id\": \"c_5679\", \"name\": \"Joseph Mwangi\", \"location\": \"Dodoma, Tanzania\", \"skills\": [\"React Native\", \"JavaScript\", \"Redux\", \"Node.js\"], \"years_experience\": 5, \"healthcare_apps\": 3, \"availability\": \"1 week\", \"rate_usd_monthly\": 1750}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 React Native developers with healthcare experience in Tanzania:\n\n**1. Amina Hassan** (ID: c_5678)\n- Location: Dar es Salaam, Tanzania\n- Skills: React Native, TypeScript, Firebase, GraphQL\n- Experience: 4 years (2 healthcare apps)\n- Availability: Immediate\n- Rate: $1,600/month\n\n**2. Joseph Mwangi** (ID: c_5679)\n- Location: Dodoma, Tanzania\n- Skills: React Native, JavaScript, Redux, Node.js\n- Experience: 5 years (3 healthcare apps)\n- Availability: 1 week\n- Rate: $1,750/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Yes, both candidates. October 29 at 3 PM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_5678\", \"c_5679\"], \"date\": \"2025-10-29\", \"time\": \"15:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_7702\", \"candidate_id\": \"c_5678\", \"candidate_name\": \"Amina Hassan\", \"scheduled_time\": \"2025-10-29T15:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_7702\"}, {\"interview_id\": \"int_7703\", \"candidate_id\": \"c_5679\", \"candidate_name\": \"Joseph Mwangi\", \"scheduled_time\": \"2025-10-29T16:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_7703\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Amina Hassan** - Wednesday, October 29, 2025 at 3:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_7702 (ID: int_7702)\n\n✓ **Joseph Mwangi** - Wednesday, October 29, 2025 at 4:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_7703 (ID: int_7703)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a DevOps engineer in Ghana with AWS experience."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"DevOps engineer\", \"skills\": [\"AWS\"], \"region\": \"Ghana\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_9876\", \"name\": \"Kwame Boateng\", \"location\": \"Accra, Ghana\", \"skills\": [\"AWS\", \"Docker\", \"Kubernetes\", \"Terraform\"], \"years_experience\": 6, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 2100}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 DevOps engineer with AWS experience in Ghana:\n\n**1. Kwame Boateng** (ID: c_9876)\n- Location: Accra, Ghana\n- Skills: AWS, Docker, Kubernetes, Terraform\n- Experience: 6 years\n- Availability: 2 weeks\n- Rate: $2,100/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for October 30 at 11 AM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_9876\"], \"date\": \"2025-10-30\", \"time\": \"11:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_8804\", \"candidate_id\": \"c_9876\", \"candidate_name\": \"Kwame Boateng\", \"scheduled_time\": \"2025-10-30T11:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_8804\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Kwame Boateng** - Thursday, October 30, 2025 at 11:00 AM GMT\n  Meeting: https://meet.gigsama.com/int_8804 (ID: int_8804)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a full-stack developer in South Africa for a SaaS startup."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"full-stack developer\", \"region\": \"South Africa\", \"industry\": \"SaaS\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_3321\", \"name\": \"Lindiwe Khumalo\", \"location\": \"Cape Town, South Africa\", \"skills\": [\"React\", \"Node.js\", \"PostgreSQL\", \"AWS\"], \"years_experience\": 5, \"saas_projects\": 3, \"availability\": \"immediate\", \"rate_usd_monthly\": 2400}, {\"id\": \"c_3322\", \"name\": \"Thabo Molefe\", \"location\": \"Johannesburg, South Africa\", \"skills\": [\"Vue.js\", \"Python\", \"Django\", \"MongoDB\"], \"years_experience\": 7, \"saas_projects\": 5, \"availability\": \"1 month\", \"rate_usd_monthly\": 2800}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 full-stack developers with SaaS experience in South Africa:\n\n**1. Lindiwe Khumalo** (ID: c_3321)\n- Location: Cape Town, South Africa\n- Skills: React, Node.js, PostgreSQL, AWS\n- Experience: 5 years (3 SaaS projects)\n- Availability: Immediate\n- Rate: $2,400/month\n\n**2. Thabo Molefe** (ID: c_3322)\n- Location: Johannesburg, South Africa\n- Skills: Vue.js, Python, Django, MongoDB\n- Experience: 7 years (5 SaaS projects)\n- Availability: 1 month\n- Rate: $2,800/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on October 31 at 9 AM SAST."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_3321\", \"c_3322\"], \"date\": \"2025-10-31\", \"time\": \"09:00\", \"timezone\": \"SAST\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_9905\", \"candidate_id\": \"c_3321\", \"candidate_name\": \"Lindiwe Khumalo\", \"scheduled_time\": \"2025-10-31T09:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_9905\"}, {\"interview_id\": \"int_9906\", \"candidate_id\": \"c_3322\", \"candidate_name\": \"Thabo Molefe\", \"scheduled_time\": \"2025-10-31T10:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_9906\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Lindiwe Khumalo** - Friday, October 31, 2025 at 9:00 AM SAST\n  Meeting: https://meet.gigsama.com/int_9905 (ID: int_9905)\n\n✓ **Thabo Molefe** - Friday, October 31, 2025 at 10:00 AM SAST\n  Meeting: https://meet.gigsama.com/int_9906 (ID: int_9906)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Search for a UI/UX designer in Egypt with mobile app experience."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"UI/UX designer\", \"region\": \"Egypt\", \"experience_type\": \"mobile app\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_4455\", \"name\": \"Fatima El-Sayed\", \"location\": \"Cairo, Egypt\", \"skills\": [\"Figma\", \"Adobe XD\", \"Prototyping\", \"User Research\"], \"years_experience\": 4, \"mobile_apps\": 8, \"availability\": \"immediate\", \"rate_usd_monthly\": 1400}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 UI/UX designer with mobile app experience in Egypt:\n\n**1. Fatima El-Sayed** (ID: c_4455)\n- Location: Cairo, Egypt\n- Skills: Figma, Adobe XD, Prototyping, User Research\n- Experience: 4 years (8 mobile apps)\n- Availability: Immediate\n- Rate: $1,400/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, schedule for November 1 at 1 PM EET."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_4455\"], \"date\": \"2025-11-01\", \"time\": \"13:00\", \"timezone\": \"EET\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1006\", \"candidate_id\": \"c_4455\", \"candidate_name\": \"Fatima El-Sayed\", \"scheduled_time\": \"2025-11-01T13:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1006\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Fatima El-Sayed** - Saturday, November 1, 2025 at 1:00 PM EET\n  Meeting: https://meet.gigsama.com/int_1006 (ID: int_1006)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "I need a data scientist in Rwanda with machine learning skills."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"data scientist\", \"skills\": [\"machine learning\"], \"region\": \"Rwanda\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_5566\", \"name\": \"Claude Mugisha\", \"location\": \"Kigali, Rwanda\", \"skills\": [\"Python\", \"TensorFlow\", \"Scikit-learn\", \"SQL\"], \"years_experience\": 5, \"ml_projects\": 4, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1800}, {\"id\": \"c_5567\", \"name\": \"Grace Uwimana\", \"location\": \"Kigali, Rwanda\", \"skills\": [\"Python\", \"PyTorch\", \"Pandas\", \"AWS\"], \"years_experience\": 6, \"ml_projects\": 7, \"availability\": \"immediate\", \"rate_usd_monthly\": 2000}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 data scientists with machine learning skills in Rwanda:\n\n**1. Claude Mugisha** (ID: c_5566)\n- Location: Kigali, Rwanda\n- Skills: Python, TensorFlow, Scikit-learn, SQL\n- Experience: 5 years (4 ML projects)\n- Availability: 2 weeks\n- Rate: $1,800/month\n\n**2. Grace Uwimana** (ID: c_5567)\n- Location: Kigali, Rwanda\n- Skills: Python, PyTorch, Pandas, AWS\n- Experience: 6 years (7 ML projects)\n- Availability: Immediate\n- Rate: $2,000/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both candidates on November 3 at 10 AM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_5566\", \"c_5567\"], \"date\": \"2025-11-03\", \"time\": \"10:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1107\", \"candidate_id\": \"c_5566\", \"candidate_name\": \"Claude Mugisha\", \"scheduled_time\": \"2025-11-03T10:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1107\"}, {\"interview_id\": \"int_1108\", \"candidate_id\": \"c_5567\", \"candidate_name\": \"Grace Uwimana\", \"scheduled_time\": \"2025-11-03T11:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1108\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Claude Mugisha** - Monday, November 3, 2025 at 10:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_1107 (ID: int_1107)\n\n✓ **Grace Uwimana** - Monday, November 3, 2025 at 11:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_1108 (ID: int_1108)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for an Angular developer in Uganda for government projects."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Angular\"], \"region\": \"Uganda\", \"industry\": \"government\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_6677\", \"name\": \"Daniel Okello\", \"location\": \"Kampala, Uganda\", \"skills\": [\"Angular\", \"TypeScript\", \"RxJS\", \"Node.js\"], \"years_experience\": 6, \"government_projects\": 3, \"availability\": \"immediate\", \"rate_usd_monthly\": 1700}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 Angular developer with government project experience in Uganda:\n\n**1. Daniel Okello** (ID: c_6677)\n- Location: Kampala, Uganda\n- Skills: Angular, TypeScript, RxJS, Node.js\n- Experience: 6 years (3 government projects)\n- Availability: Immediate\n- Rate: $1,700/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 4 at 2 PM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_6677\"], \"date\": \"2025-11-04\", \"time\": \"14:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1209\", \"candidate_id\": \"c_6677\", \"candidate_name\": \"Daniel Okello\", \"scheduled_time\": \"2025-11-04T14:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1209\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Daniel Okello** - Tuesday, November 4, 2025 at 2:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_1209 (ID: int_1209)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a Java backend developer in Morocco for banking."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"backend developer\", \"skills\": [\"Java\"], \"region\": \"Morocco\", \"industry\": \"banking\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_7788\", \"name\": \"Youssef Benali\", \"location\": \"Casablanca, Morocco\", \"skills\": [\"Java\", \"Spring Boot\", \"Microservices\", \"Kafka\"], \"years_experience\": 8, \"banking_projects\": 5, \"availability\": \"3 weeks\", \"rate_usd_monthly\": 2200}, {\"id\": \"c_7789\", \"name\": \"Nadia Cherif\", \"location\": \"Rabat, Morocco\", \"skills\": [\"Java\", \"Hibernate\", \"Oracle\", \"REST APIs\"], \"years_experience\": 6, \"banking_projects\": 4, \"availability\": \"immediate\", \"rate_usd_monthly\": 2000}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 Java backend developers with banking experience in Morocco:\n\n**1. Youssef Benali** (ID: c_7788)\n- Location: Casablanca, Morocco\n- Skills: Java, Spring Boot, Microservices, Kafka\n- Experience: 8 years (5 banking projects)\n- Availability: 3 weeks\n- Rate: $2,200/month\n\n**2. Nadia Cherif** (ID: c_7789)\n- Location: Rabat, Morocco\n- Skills: Java, Hibernate, Oracle, REST APIs\n- Experience: 6 years (4 banking projects)\n- Availability: Immediate\n- Rate: $2,000/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Yes, both. November 5 at 11 AM CET."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_7788\", \"c_7789\"], \"date\": \"2025-11-05\", \"time\": \"11:00\", \"timezone\": \"CET\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1310\", \"candidate_id\": \"c_7788\", \"candidate_name\": \"Youssef Benali\", \"scheduled_time\": \"2025-11-05T11:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1310\"}, {\"interview_id\": \"int_1311\", \"candidate_id\": \"c_7789\", \"candidate_name\": \"Nadia Cherif\", \"scheduled_time\": \"2025-11-05T12:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1311\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Youssef Benali** - Wednesday, November 5, 2025 at 11:00 AM CET\n  Meeting: https://meet.gigsama.com/int_1310 (ID: int_1310)\n\n✓ **Nadia Cherif** - Wednesday, November 5, 2025 at 12:00 PM CET\n  Meeting: https://meet.gigsama.com/int_1311 (ID: int_1311)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a Golang developer in Senegal for API development."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Golang\", \"Go\"], \"region\": \"Senegal\", \"expertise\": \"API development\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_8899\", \"name\": \"Moussa Diop\", \"location\": \"Dakar, Senegal\", \"skills\": [\"Go\", \"gRPC\", \"PostgreSQL\", \"Docker\"], \"years_experience\": 5, \"api_projects\": 6, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1850}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 Golang developer with API development experience in Senegal:\n\n**1. Moussa Diop** (ID: c_8899)\n- Location: Dakar, Senegal\n- Skills: Go, gRPC, PostgreSQL, Docker\n- Experience: 5 years (6 API projects)\n- Availability: 2 weeks\n- Rate: $1,850/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 6 at 3 PM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_8899\"], \"date\": \"2025-11-06\", \"time\": \"15:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1412\", \"candidate_id\": \"c_8899\", \"candidate_name\": \"Moussa Diop\", \"scheduled_time\": \"2025-11-06T15:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1412\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Moussa Diop** - Thursday, November 6, 2025 at 3:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_1412 (ID: int_1412)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a QA engineer in Zimbabwe with automation experience."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"QA engineer\", \"region\": \"Zimbabwe\", \"skills\": [\"automation\", \"test automation\"]}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_9900\", \"name\": \"Tendai Nyathi\", \"location\": \"Harare, Zimbabwe\", \"skills\": [\"Selenium\", \"Cypress\", \"JavaScript\", \"API Testing\"], \"years_experience\": 4, \"automation_coverage\": \"80%\", \"availability\": \"immediate\", \"rate_usd_monthly\": 1500}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 QA engineer with automation experience in Zimbabwe:\n\n**1. Tendai Nyathi** (ID: c_9900)\n- Location: Harare, Zimbabwe\n- Skills: Selenium, Cypress, JavaScript, API Testing\n- Experience: 4 years (80% automation coverage)\n- Availability: Immediate\n- Rate: $1,500/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 7 at 10 AM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_9900\"], \"date\": \"2025-11-07\", \"time\": \"10:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1513\", \"candidate_id\": \"c_9900\", \"candidate_name\": \"Tendai Nyathi\", \"scheduled_time\": \"2025-11-07T10:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1513\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Tendai Nyathi** - Friday, November 7, 2025 at 10:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_1513 (ID: int_1513)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a Flutter developer in Ivory Coast for education tech."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Flutter\"], \"region\": \"Ivory Coast\", \"industry\": \"education\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_1122\", \"name\": \"Ama Kouassi\", \"location\": \"Abidjan, Ivory Coast\", \"skills\": [\"Flutter\", \"Dart\", \"Firebase\", \"SQLite\"], \"years_experience\": 3, \"education_apps\": 2, \"availability\": \"1 week\", \"rate_usd_monthly\": 1400}, {\"id\": \"c_1123\", \"name\": \"Jean-Baptiste Traoré\", \"location\": \"Yamoussoukro, Ivory Coast\", \"skills\": [\"Flutter\", \"Dart\", \"REST APIs\", \"GetX\"], \"years_experience\": 4, \"education_apps\": 3, \"availability\": \"immediate\", \"rate_usd_monthly\": 1550}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 Flutter developers with education tech experience in Ivory Coast:\n\n**1. Ama Kouassi** (ID: c_1122)\n- Location: Abidjan, Ivory Coast\n- Skills: Flutter, Dart, Firebase, SQLite\n- Experience: 3 years (2 education apps)\n- Availability: 1 week\n- Rate: $1,400/month\n\n**2. Jean-Baptiste Traoré** (ID: c_1123)\n- Location: Yamoussoukro, Ivory Coast\n- Skills: Flutter, Dart, REST APIs, GetX\n- Experience: 4 years (3 education apps)\n- Availability: Immediate\n- Rate: $1,550/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on November 8 at 2 PM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_1122\", \"c_1123\"], \"date\": \"2025-11-08\", \"time\": \"14:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1614\", \"candidate_id\": \"c_1122\", \"candidate_name\": \"Ama Kouassi\", \"scheduled_time\": \"2025-11-08T14:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1614\"}, {\"interview_id\": \"int_1615\", \"candidate_id\": \"c_1123\", \"candidate_name\": \"Jean-Baptiste Traoré\", \"scheduled_time\": \"2025-11-08T15:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1615\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Ama Kouassi** - Saturday, November 8, 2025 at 2:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_1614 (ID: int_1614)\n\n✓ **Jean-Baptiste Traoré** - Saturday, November 8, 2025 at 3:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_1615 (ID: int_1615)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "I need a cybersecurity specialist in Tunisia."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"cybersecurity specialist\", \"region\": \"Tunisia\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_2233\", \"name\": \"Salma Hadj\", \"location\": \"Tunis, Tunisia\", \"skills\": [\"Penetration Testing\", \"SIEM\", \"Network Security\", \"Python\"], \"years_experience\": 7, \"certifications\": [\"CISSP\", \"CEH\"], \"availability\": \"1 month\", \"rate_usd_monthly\": 2300}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 cybersecurity specialist in Tunisia:\n\n**1. Salma Hadj** (ID: c_2233)\n- Location: Tunis, Tunisia\n- Skills: Penetration Testing, SIEM, Network Security, Python\n- Experience: 7 years\n- Certifications: CISSP, CEH\n- Availability: 1 month\n- Rate: $2,300/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 10 at 4 PM CET."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_2233\"], \"date\": \"2025-11-10\", \"time\": \"16:00\", \"timezone\": \"CET\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1716\", \"candidate_id\": \"c_2233\", \"candidate_name\": \"Salma Hadj\", \"scheduled_time\": \"2025-11-10T16:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1716\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Salma Hadj** - Monday, November 10, 2025 at 4:00 PM CET\n  Meeting: https://meet.gigsama.com/int_1716 (ID: int_1716)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Search for a product manager in Namibia with agile experience."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"product manager\", \"region\": \"Namibia\", \"methodology\": \"agile\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_3344\", \"name\": \"Immanuel Shikongo\", \"location\": \"Windhoek, Namibia\", \"skills\": [\"Agile\", \"Scrum\", \"Product Strategy\", \"Jira\"], \"years_experience\": 6, \"teams_managed\": 5, \"availability\": \"immediate\", \"rate_usd_monthly\": 2100}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 product manager with agile experience in Namibia:\n\n**1. Immanuel Shikongo** (ID: c_3344)\n- Location: Windhoek, Namibia\n- Skills: Agile, Scrum, Product Strategy, Jira\n- Experience: 6 years (managed 5 teams)\n- Availability: Immediate\n- Rate: $2,100/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 11 at 9 AM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_3344\"], \"date\": \"2025-11-11\", \"time\": \"09:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1817\", \"candidate_id\": \"c_3344\", \"candidate_name\": \"Immanuel Shikongo\", \"scheduled_time\": \"2025-11-11T09:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1817\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Immanuel Shikongo** - Tuesday, November 11, 2025 at 9:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_1817 (ID: int_1817)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a Swift iOS developer in Botswana for retail apps."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Swift\", \"iOS\"], \"region\": \"Botswana\", \"industry\": \"retail\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_4455\", \"name\": \"Boitumelo Masire\", \"location\": \"Gaborone, Botswana\", \"skills\": [\"Swift\", \"SwiftUI\", \"Core Data\", \"UIKit\"], \"years_experience\": 5, \"retail_apps\": 2, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1800}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 Swift iOS developer with retail app experience in Botswana:\n\n**1. Boitumelo Masire** (ID: c_4455)\n- Location: Gaborone, Botswana\n- Skills: Swift, SwiftUI, Core Data, UIKit\n- Experience: 5 years (2 retail apps)\n- Availability: 2 weeks\n- Rate: $1,800/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 12 at 1 PM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_4455\"], \"date\": \"2025-11-12\", \"time\": \"13:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_1918\", \"candidate_id\": \"c_4455\", \"candidate_name\": \"Boitumelo Masire\", \"scheduled_time\": \"2025-11-12T13:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_1918\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Boitumelo Masire** - Wednesday, November 12, 2025 at 1:00 PM CAT\n  Meeting: https://meet.gigsama.com/int_1918 (ID: int_1918)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a Kotlin Android developer in Ethiopia."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Kotlin\", \"Android\"], \"region\": \"Ethiopia\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_5566\", \"name\": \"Meron Tesfaye\", \"location\": \"Addis Ababa, Ethiopia\", \"skills\": [\"Kotlin\", \"Jetpack Compose\", \"Retrofit\", \"Room\"], \"years_experience\": 4, \"apps_published\": 5, \"availability\": \"immediate\", \"rate_usd_monthly\": 1600}, {\"id\": \"c_5567\", \"name\": \"Samuel Bekele\", \"location\": \"Addis Ababa, Ethiopia\", \"skills\": [\"Kotlin\", \"MVVM\", \"Coroutines\", \"Dagger\"], \"years_experience\": 6, \"apps_published\": 8, \"availability\": \"1 week\", \"rate_usd_monthly\": 1850}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 Kotlin Android developers in Ethiopia:\n\n**1. Meron Tesfaye** (ID: c_5566)\n- Location: Addis Ababa, Ethiopia\n- Skills: Kotlin, Jetpack Compose, Retrofit, Room\n- Experience: 4 years (5 apps published)\n- Availability: Immediate\n- Rate: $1,600/month\n\n**2. Samuel Bekele** (ID: c_5567)\n- Location: Addis Ababa, Ethiopia\n- Skills: Kotlin, MVVM, Coroutines, Dagger\n- Experience: 6 years (8 apps published)\n- Availability: 1 week\n- Rate: $1,850/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on November 13 at 11 AM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_5566\", \"c_5567\"], \"date\": \"2025-11-13\", \"time\": \"11:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2019\", \"candidate_id\": \"c_5566\", \"candidate_name\": \"Meron Tesfaye\", \"scheduled_time\": \"2025-11-13T11:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2019\"}, {\"interview_id\": \"int_2020\", \"candidate_id\": \"c_5567\", \"candidate_name\": \"Samuel Bekele\", \"scheduled_time\": \"2025-11-13T12:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2020\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Meron Tesfaye** - Thursday, November 13, 2025 at 11:00 AM EAT\n  Meeting: https://meet.gigsama.com/int_2019 (ID: int_2019)\n\n✓ **Samuel Bekele** - Thursday, November 13, 2025 at 12:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_2020 (ID: int_2020)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a PHP Laravel developer in Zambia for logistics."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"PHP\", \"Laravel\"], \"region\": \"Zambia\", \"industry\": \"logistics\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_6677\", \"name\": \"Chanda Mwamba\", \"location\": \"Lusaka, Zambia\", \"skills\": [\"PHP\", \"Laravel\", \"MySQL\", \"Vue.js\"], \"years_experience\": 5, \"logistics_projects\": 3, \"availability\": \"3 weeks\", \"rate_usd_monthly\": 1700}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 PHP Laravel developer with logistics experience in Zambia:\n\n**1. Chanda Mwamba** (ID: c_6677)\n- Location: Lusaka, Zambia\n- Skills: PHP, Laravel, MySQL, Vue.js\n- Experience: 5 years (3 logistics projects)\n- Availability: 3 weeks\n- Rate: $1,700/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 14 at 10 AM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_6677\"], \"date\": \"2025-11-14\", \"time\": \"10:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2121\", \"candidate_id\": \"c_6677\", \"candidate_name\": \"Chanda Mwamba\", \"scheduled_time\": \"2025-11-14T10:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2121\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Chanda Mwamba** - Friday, November 14, 2025 at 10:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_2121 (ID: int_2121)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a Ruby on Rails developer in Madagascar."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Ruby\", \"Ruby on Rails\"], \"region\": \"Madagascar\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_7788\", \"name\": \"Rivo Rakotomalala\", \"location\": \"Antananarivo, Madagascar\", \"skills\": [\"Ruby on Rails\", \"PostgreSQL\", \"Sidekiq\", \"Heroku\"], \"years_experience\": 6, \"projects_completed\": 12, \"availability\": \"immediate\", \"rate_usd_monthly\": 1650}, {\"id\": \"c_7789\", \"name\": \"Lalaina Andriamanitra\", \"location\": \"Toamasina, Madagascar\", \"skills\": [\"Ruby\", \"Rails\", \"Redis\", \"Docker\"], \"years_experience\": 4, \"projects_completed\": 8, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1500}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 Ruby on Rails developers in Madagascar:\n\n**1. Rivo Rakotomalala** (ID: c_7788)\n- Location: Antananarivo, Madagascar\n- Skills: Ruby on Rails, PostgreSQL, Sidekiq, Heroku\n- Experience: 6 years (12 projects completed)\n- Availability: Immediate\n- Rate: $1,650/month\n\n**2. Lalaina Andriamanitra** (ID: c_7789)\n- Location: Toamasina, Madagascar\n- Skills: Ruby, Rails, Redis, Docker\n- Experience: 4 years (8 projects completed)\n- Availability: 2 weeks\n- Rate: $1,500/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on November 15 at 2 PM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_7788\", \"c_7789\"], \"date\": \"2025-11-15\", \"time\": \"14:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2222\", \"candidate_id\": \"c_7788\", \"candidate_name\": \"Rivo Rakotomalala\", \"scheduled_time\": \"2025-11-15T14:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2222\"}, {\"interview_id\": \"int_2223\", \"candidate_id\": \"c_7789\", \"candidate_name\": \"Lalaina Andriamanitra\", \"scheduled_time\": \"2025-11-15T15:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2223\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Rivo Rakotomalala** - Saturday, November 15, 2025 at 2:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_2222 (ID: int_2222)\n\n✓ **Lalaina Andriamanitra** - Saturday, November 15, 2025 at 3:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_2223 (ID: int_2223)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a Salesforce developer in Angola."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\"Salesforce\"], \"region\": \"Angola\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_8899\", \"name\": \"Paulo Silva\", \"location\": \"Luanda, Angola\", \"skills\": [\"Salesforce\", \"Apex\", \"Lightning\", \"SOQL\"], \"years_experience\": 5, \"certifications\": [\"Salesforce Admin\", \"Platform Developer I\"], \"availability\": \"immediate\", \"rate_usd_monthly\": 2000}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 Salesforce developer in Angola:\n\n**1. Paulo Silva** (ID: c_8899)\n- Location: Luanda, Angola\n- Skills: Salesforce, Apex, Lightning, SOQL\n- Experience: 5 years\n- Certifications: Salesforce Admin, Platform Developer I\n- Availability: Immediate\n- Rate: $2,000/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 17 at 11 AM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_8899\"], \"date\": \"2025-11-17\", \"time\": \"11:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2324\", \"candidate_id\": \"c_8899\", \"candidate_name\": \"Paulo Silva\", \"scheduled_time\": \"2025-11-17T11:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2324\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Paulo Silva** - Monday, November 17, 2025 at 11:00 AM WAT\n  Meeting: https://meet.gigsama.com/int_2324 (ID: int_2324)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a blockchain developer in Mauritius with Solidity skills."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"blockchain developer\", \"skills\": [\"Solidity\"], \"region\": \"Mauritius\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_9900\", \"name\": \"Arjun Patel\", \"location\": \"Port Louis, Mauritius\", \"skills\": [\"Solidity\", \"Ethereum\", \"Web3.js\", \"Hardhat\"], \"years_experience\": 4, \"smart_contracts\": 15, \"availability\": \"1 week\", \"rate_usd_monthly\": 2400}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 blockchain developer with Solidity skills in Mauritius:\n\n**1. Arjun Patel** (ID: c_9900)\n- Location: Port Louis, Mauritius\n- Skills: Solidity, Ethereum, Web3.js, Hardhat\n- Experience: 4 years (15 smart contracts deployed)\n- Availability: 1 week\n- Rate: $2,400/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 18 at 3 PM MUT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_9900\"], \"date\": \"2025-11-18\", \"time\": \"15:00\", \"timezone\": \"MUT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2425\", \"candidate_id\": \"c_9900\", \"candidate_name\": \"Arjun Patel\", \"scheduled_time\": \"2025-11-18T15:00:00+04:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2425\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Arjun Patel** - Tuesday, November 18, 2025 at 3:00 PM MUT\n  Meeting: https://meet.gigsama.com/int_2425 (ID: int_2425)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "I need a technical writer in Cameroon for API documentation."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"technical writer\", \"region\": \"Cameroon\", \"expertise\": \"API documentation\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_1011\", \"name\": \"Amina Nkosi\", \"location\": \"Yaoundé, Cameroon\", \"skills\": [\"Technical Writing\", \"API Documentation\", \"Markdown\", \"Swagger\"], \"years_experience\": 5, \"docs_projects\": 10, \"availability\": \"immediate\", \"rate_usd_monthly\": 1500}, {\"id\": \"c_1012\", \"name\": \"Jean-Claude Fopa\", \"location\": \"Douala, Cameroon\", \"skills\": [\"Documentation\", \"REST APIs\", \"Postman\", \"Confluence\"], \"years_experience\": 6, \"docs_projects\": 14, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1650}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 technical writers with API documentation experience in Cameroon:\n\n**1. Amina Nkosi** (ID: c_1011)\n- Location: Yaoundé, Cameroon\n- Skills: Technical Writing, API Documentation, Markdown, Swagger\n- Experience: 5 years (10 documentation projects)\n- Availability: Immediate\n- Rate: $1,500/month\n\n**2. Jean-Claude Fopa** (ID: c_1012)\n- Location: Douala, Cameroon\n- Skills: Documentation, REST APIs, Postman, Confluence\n- Experience: 6 years (14 documentation projects)\n- Availability: 2 weeks\n- Rate: $1,650/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on November 19 at 10 AM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_1011\", \"c_1012\"], \"date\": \"2025-11-19\", \"time\": \"10:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2526\", \"candidate_id\": \"c_1011\", \"candidate_name\": \"Amina Nkosi\", \"scheduled_time\": \"2025-11-19T10:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2526\"}, {\"interview_id\": \"int_2527\", \"candidate_id\": \"c_1012\", \"candidate_name\": \"Jean-Claude Fopa\", \"scheduled_time\": \"2025-11-19T11:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2527\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Amina Nkosi** - Wednesday, November 19, 2025 at 10:00 AM WAT\n  Meeting: https://meet.gigsama.com/int_2526 (ID: int_2526)\n\n✓ **Jean-Claude Fopa** - Wednesday, November 19, 2025 at 11:00 AM WAT\n  Meeting: https://meet.gigsama.com/int_2527 (ID: int_2527)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Search for a machine learning engineer in Algeria."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"machine learning engineer\", \"region\": \"Algeria\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_2122\", \"name\": \"Karim Bouazza\", \"location\": \"Algiers, Algeria\", \"skills\": [\"Python\", \"TensorFlow\", \"PyTorch\", \"NLP\"], \"years_experience\": 7, \"ml_models\": 12, \"availability\": \"1 month\", \"rate_usd_monthly\": 2100}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 machine learning engineer in Algeria:\n\n**1. Karim Bouazza** (ID: c_2122)\n- Location: Algiers, Algeria\n- Skills: Python, TensorFlow, PyTorch, NLP\n- Experience: 7 years (12 ML models deployed)\n- Availability: 1 month\n- Rate: $2,100/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 20 at 2 PM CET."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_2122\"], \"date\": \"2025-11-20\", \"time\": \"14:00\", \"timezone\": \"CET\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2628\", \"candidate_id\": \"c_2122\", \"candidate_name\": \"Karim Bouazza\", \"scheduled_time\": \"2025-11-20T14:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2628\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Karim Bouazza** - Thursday, November 20, 2025 at 2:00 PM CET\n  Meeting: https://meet.gigsama.com/int_2628 (ID: int_2628)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a Scrum Master in Mozambique for agile transformation."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"Scrum Master\", \"region\": \"Mozambique\", \"expertise\": \"agile transformation\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_3233\", \"name\": \"Isabel Maciel\", \"location\": \"Maputo, Mozambique\", \"skills\": [\"Scrum\", \"Agile Coaching\", \"Jira\", \"Confluence\"], \"years_experience\": 6, \"teams_coached\": 8, \"availability\": \"immediate\", \"rate_usd_monthly\": 1900}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 Scrum Master with agile transformation experience in Mozambique:\n\n**1. Isabel Maciel** (ID: c_3233)\n- Location: Maputo, Mozambique\n- Skills: Scrum, Agile Coaching, Jira, Confluence\n- Experience: 6 years (8 teams coached)\n- Availability: Immediate\n- Rate: $1,900/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 21 at 9 AM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_3233\"], \"date\": \"2025-11-21\", \"time\": \"09:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2729\", \"candidate_id\": \"c_3233\", \"candidate_name\": \"Isabel Maciel\", \"scheduled_time\": \"2025-11-21T09:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2729\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Isabel Maciel** - Friday, November 21, 2025 at 9:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_2729 (ID: int_2729)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a .NET developer in Libya for enterprise software."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"skills\": [\".NET\", \"C#\"], \"region\": \"Libya\", \"project_type\": \"enterprise\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_4344\", \"name\": \"Omar Mansour\", \"location\": \"Tripoli, Libya\", \"skills\": [\".NET Core\", \"C#\", \"SQL Server\", \"Azure\"], \"years_experience\": 8, \"enterprise_projects\": 6, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 2200}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 .NET developer with enterprise software experience in Libya:\n\n**1. Omar Mansour** (ID: c_4344)\n- Location: Tripoli, Libya\n- Skills: .NET Core, C#, SQL Server, Azure\n- Experience: 8 years (6 enterprise projects)\n- Availability: 2 weeks\n- Rate: $2,200/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 22 at 12 PM EET."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_4344\"], \"date\": \"2025-11-22\", \"time\": \"12:00\", \"timezone\": \"EET\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2830\", \"candidate_id\": \"c_4344\", \"candidate_name\": \"Omar Mansour\", \"scheduled_time\": \"2025-11-22T12:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2830\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Omar Mansour** - Saturday, November 22, 2025 at 12:00 PM EET\n  Meeting: https://meet.gigsama.com/int_2830 (ID: int_2830)\n\nCalendar invite sent."}
    ]
  },
  {
    "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a WordPress developer in Mali for NGO websites."},
        {"role": "assistant", "content": "<tool_call>{\"f\": \"search_candidates\", \"arguments\": {\"skills\": [\"WordPress\"], \"region\": \"Mali\", \"industry\": \"NGO\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_5455\", \"name\": \"Fatoumata Keita\", \"location\": \"Bamako, Mali\", \"skills\": [\"WordPress\", \"PHP\", \"Elementor\", \"WooCommerce\"], \"years_experience\": 4, \"ngo_sites\": 7, \"availability\": \"immediate\", \"rate_usd_monthly\": 1300}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 WordPress developer with NGO website experience in Mali:\n\n**1. Fatoumata Keita** (ID: c_5455)\n- Location: Bamako, Mali\n- Skills: WordPress, PHP, Elementor, WooCommerce\n- Experience: 4 years (7 NGO sites)\n- Availability: Immediate\n- Rate: $1,300/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 24 at 10 AM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_5455\"], \"date\": \"2025-11-24\", \"time\": \"10:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_2931\", \"candidate_id\": \"c_5455\", \"candidate_name\": \"Fatoumata Keita\", \"scheduled_time\": \"2025-11-24T10:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_2931\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Fatoumata Keita** - Monday, November 24, 2025 at 10:00 AM GMT\n  Meeting: https://meet.gigsama.com/int_2931 (ID: int_2931)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a business analyst in Burkina Faso."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"business analyst\", \"region\": \"Burkina Faso\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_6566\", \"name\": \"Abdoul Sawadogo\", \"location\": \"Ouagadougou, Burkina Faso\", \"skills\": [\"Business Analysis\", \"SQL\", \"Excel\", \"Power BI\"], \"years_experience\": 5, \"projects_analyzed\": 9, \"availability\": \"3 weeks\", \"rate_usd_monthly\": 1600}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 business analyst in Burkina Faso:\n\n**1. Abdoul Sawadogo** (ID: c_6566)\n- Location: Ouagadougou, Burkina Faso\n- Skills: Business Analysis, SQL, Excel, Power BI\n- Experience: 5 years (9 projects analyzed)\n- Availability: 3 weeks\n- Rate: $1,600/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 25 at 3 PM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_6566\"], \"date\": \"2025-11-25\", \"time\": \"15:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3032\", \"candidate_id\": \"c_6566\", \"candidate_name\": \"Abdoul Sawadogo\", \"scheduled_time\": \"2025-11-25T15:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3032\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Abdoul Sawadogo** - Tuesday, November 25, 2025 at 3:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_3032 (ID: int_3032)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a graphic designer in Malawi for brand identity."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"graphic designer\", \"region\": \"Malawi\", \"expertise\": \"brand identity\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_7677\", \"name\": \"Thandiwe Phiri\", \"location\": \"Lilongwe, Malawi\", \"skills\": [\"Adobe Illustrator\", \"Photoshop\", \"Brand Design\", \"Logo Design\"], \"years_experience\": 6, \"brands_created\": 12, \"availability\": \"immediate\", \"rate_usd_monthly\": 1400}, {\"id\": \"c_7678\", \"name\": \"Chisomo Banda\", \"location\": \"Blantyre, Malawi\", \"skills\": [\"Figma\", \"Adobe XD\", \"Typography\", \"Color Theory\"], \"years_experience\": 4, \"brands_created\": 8, \"availability\": \"1 week\", \"rate_usd_monthly\": 1250}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 graphic designers with brand identity experience in Malawi:\n\n**1. Thandiwe Phiri** (ID: c_7677)\n- Location: Lilongwe, Malawi\n- Skills: Adobe Illustrator, Photoshop, Brand Design, Logo Design\n- Experience: 6 years (12 brands created)\n- Availability: Immediate\n- Rate: $1,400/month\n\n**2. Chisomo Banda** (ID: c_7678)\n- Location: Blantyre, Malawi\n- Skills: Figma, Adobe XD, Typography, Color Theory\n- Experience: 4 years (8 brands created)\n- Availability: 1 week\n- Rate: $1,250/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on November 26 at 11 AM CAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_7677\", \"c_7678\"], \"date\": \"2025-11-26\", \"time\": \"11:00\", \"timezone\": \"CAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3133\", \"candidate_id\": \"c_7677\", \"candidate_name\": \"Thandiwe Phiri\", \"scheduled_time\": \"2025-11-26T11:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3133\"}, {\"interview_id\": \"int_3134\", \"candidate_id\": \"c_7678\", \"candidate_name\": \"Chisomo Banda\", \"scheduled_time\": \"2025-11-26T12:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3134\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Thandiwe Phiri** - Wednesday, November 26, 2025 at 11:00 AM CAT\n  Meeting: https://meet.gigsama.com/int_3133 (ID: int_3133)\n\n✓ **Chisomo Banda** - Wednesday, November 26, 2025 at 12:00 PM CAT\n  Meeting: https://meet.gigsama.com/int_3134 (ID: int_3134)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a cloud architect in Lesotho with GCP experience."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"cloud architect\", \"skills\": [\"GCP\", \"Google Cloud\"], \"region\": \"Lesotho\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_8788\", \"name\": \"Lebohang Mokoena\", \"location\": \"Maseru, Lesotho\", \"skills\": [\"GCP\", \"Kubernetes\", \"Terraform\", \"Cloud Architecture\"], \"years_experience\": 7, \"cloud_migrations\": 5, \"availability\": \"1 month\", \"rate_usd_monthly\": 2500}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 cloud architect with GCP experience in Lesotho:\n\n**1. Lebohang Mokoena** (ID: c_8788)\n- Location: Maseru, Lesotho\n- Skills: GCP, Kubernetes, Terraform, Cloud Architecture\n- Experience: 7 years (5 cloud migrations)\n- Availability: 1 month\n- Rate: $2,500/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 27 at 2 PM SAST."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_8788\"], \"date\": \"2025-11-27\", \"time\": \"14:00\", \"timezone\": \"SAST\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3235\", \"candidate_id\": \"c_8788\", \"candidate_name\": \"Lebohang Mokoena\", \"scheduled_time\": \"2025-11-27T14:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3235\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Lebohang Mokoena** - Thursday, November 27, 2025 at 2:00 PM SAST\n  Meeting: https://meet.gigsama.com/int_3235 (ID: int_3235)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a video editor in Gabon for marketing content."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"video editor\", \"region\": \"Gabon\", \"content_type\": \"marketing\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_9899\", \"name\": \"Nadège Obiang\", \"location\": \"Libreville, Gabon\", \"skills\": [\"Adobe Premiere Pro\", \"After Effects\", \"DaVinci Resolve\", \"Motion Graphics\"], \"years_experience\": 5, \"videos_produced\": 50, \"availability\": \"immediate\", \"rate_usd_monthly\": 1550}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 video editor with marketing content experience in Gabon:\n\n**1. Nadège Obiang** (ID: c_9899)\n- Location: Libreville, Gabon\n- Skills: Adobe Premiere Pro, After Effects, DaVinci Resolve, Motion Graphics\n- Experience: 5 years (50 videos produced)\n- Availability: Immediate\n- Rate: $1,550/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for November 28 at 10 AM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_9899\"], \"date\": \"2025-11-28\", \"time\": \"10:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3336\", \"candidate_id\": \"c_9899\", \"candidate_name\": \"Nadège Obiang\", \"scheduled_time\": \"2025-11-28T10:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3336\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Nadège Obiang** - Friday, November 28, 2025 at 10:00 AM WAT\n  Meeting: https://meet.gigsama.com/int_3336 (ID: int_3336)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a network engineer in Benin."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"network engineer\", \"region\": \"Benin\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_1010\", \"name\": \"Serge Agboton\", \"location\": \"Cotonou, Benin\", \"skills\": [\"Cisco\", \"Network Security\", \"TCP/IP\", \"Firewall Management\"], \"years_experience\": 6, \"networks_deployed\": 10, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1800}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 network engineer in Benin:\n\n**1. Serge Agboton** (ID: c_1010)\n- Location: Cotonou, Benin\n- Skills: Cisco, Network Security, TCP/IP, Firewall Management\n- Experience: 6 years (10 networks deployed)\n- Availability: 2 weeks\n- Rate: $1,800/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, November 29 at 1 PM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_1010\"], \"date\": \"2025-11-29\", \"time\": \"13:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3437\", \"candidate_id\": \"c_1010\", \"candidate_name\": \"Serge Agboton\", \"scheduled_time\": \"2025-11-29T13:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3437\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Serge Agboton** - Saturday, November 29, 2025 at 1:00 PM WAT\n  Meeting: https://meet.gigsama.com/int_3437 (ID: int_3437)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a database administrator in Togo with MySQL skills."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"database administrator\", \"skills\": [\"MySQL\"], \"region\": \"Togo\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_2121\", \"name\": \"Kossi Adebayo\", \"location\": \"Lomé, Togo\", \"skills\": [\"MySQL\", \"Database Optimization\", \"Backup & Recovery\", \"SQL\"], \"years_experience\": 7, \"databases_managed\": 15, \"availability\": \"immediate\", \"rate_usd_monthly\": 1900}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 database administrator with MySQL skills in Togo:\n\n**1. Kossi Adebayo** (ID: c_2121)\n- Location: Lomé, Togo\n- Skills: MySQL, Database Optimization, Backup & Recovery, SQL\n- Experience: 7 years (15 databases managed)\n- Availability: Immediate\n- Rate: $1,900/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for December 1 at 9 AM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_2121\"], \"date\": \"2025-12-01\", \"time\": \"09:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3538\", \"candidate_id\": \"c_2121\", \"candidate_name\": \"Kossi Adebayo\", \"scheduled_time\": \"2025-12-01T09:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3538\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Kossi Adebayo** - Monday, December 1, 2025 at 9:00 AM GMT\n  Meeting: https://meet.gigsama.com/int_3538 (ID: int_3538)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "I need a systems administrator in Sierra Leone."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"systems administrator\", \"region\": \"Sierra Leone\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_3232\", \"name\": \"Mohamed Kamara\", \"location\": \"Freetown, Sierra Leone\", \"skills\": [\"Linux\", \"Windows Server\", \"Active Directory\", \"Bash Scripting\"], \"years_experience\": 5, \"systems_managed\": 8, \"availability\": \"3 weeks\", \"rate_usd_monthly\": 1650}, {\"id\": \"c_3233\", \"name\": \"Mariama Sesay\", \"location\": \"Bo, Sierra Leone\", \"skills\": [\"Linux\", \"VMware\", \"Networking\", \"Shell Scripting\"], \"years_experience\": 6, \"systems_managed\": 11, \"availability\": \"immediate\", \"rate_usd_monthly\": 1750}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 systems administrators in Sierra Leone:\n\n**1. Mohamed Kamara** (ID: c_3232)\n- Location: Freetown, Sierra Leone\n- Skills: Linux, Windows Server, Active Directory, Bash Scripting\n- Experience: 5 years (8 systems managed)\n- Availability: 3 weeks\n- Rate: $1,650/month\n\n**2. Mariama Sesay** (ID: c_3233)\n- Location: Bo, Sierra Leone\n- Skills: Linux, VMware, Networking, Shell Scripting\n- Experience: 6 years (11 systems managed)\n- Availability: Immediate\n- Rate: $1,750/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on December 2 at 11 AM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_3232\", \"c_3233\"], \"date\": \"2025-12-02\", \"time\": \"11:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3639\", \"candidate_id\": \"c_3232\", \"candidate_name\": \"Mohamed Kamara\", \"scheduled_time\": \"2025-12-02T11:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3639\"}, {\"interview_id\": \"int_3640\", \"candidate_id\": \"c_3233\", \"candidate_name\": \"Mariama Sesay\", \"scheduled_time\": \"2025-12-02T12:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3640\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Mohamed Kamara** - Tuesday, December 2, 2025 at 11:00 AM GMT\n  Meeting: https://meet.gigsama.com/int_3639 (ID: int_3639)\n\n✓ **Mariama Sesay** - Tuesday, December 2, 2025 at 12:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_3640 (ID: int_3640)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find an embedded systems engineer in Eswatini."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"embedded systems engineer\", \"region\": \"Eswatini\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_4343\", \"name\": \"Sipho Dlamini\", \"location\": \"Mbabane, Eswatini\", \"skills\": [\"C\", \"C++\", \"ARM\", \"Microcontrollers\"], \"years_experience\": 6, \"devices_developed\": 7, \"availability\": \"1 month\", \"rate_usd_monthly\": 2100}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 embedded systems engineer in Eswatini:\n\n**1. Sipho Dlamini** (ID: c_4343)\n- Location: Mbabane, Eswatini\n- Skills: C, C++, ARM, Microcontrollers\n- Experience: 6 years (7 devices developed)\n- Availability: 1 month\n- Rate: $2,100/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, December 3 at 2 PM SAST."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_4343\"], \"date\": \"2025-12-03\", \"time\": \"14:00\", \"timezone\": \"SAST\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3741\", \"candidate_id\": \"c_4343\", \"candidate_name\": \"Sipho Dlamini\", \"scheduled_time\": \"2025-12-03T14:00:00+02:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3741\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Sipho Dlamini** - Wednesday, December 3, 2025 at 2:00 PM SAST\n  Meeting: https://meet.gigsama.com/int_3741 (ID: int_3741)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a content writer in Niger for tech blogs."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"content writer\", \"region\": \"Niger\", \"niche\": \"technology\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_5454\", \"name\": \"Aissata Moussa\", \"location\": \"Niamey, Niger\", \"skills\": [\"SEO Writing\", \"Technical Writing\", \"Content Strategy\", \"WordPress\"], \"years_experience\": 4, \"articles_published\": 120, \"availability\": \"immediate\", \"rate_usd_monthly\": 1200}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 content writer specializing in tech blogs in Niger:\n\n**1. Aissata Moussa** (ID: c_5454)\n- Location: Niamey, Niger\n- Skills: SEO Writing, Technical Writing, Content Strategy, WordPress\n- Experience: 4 years (120 articles published)\n- Availability: Immediate\n- Rate: $1,200/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for December 4 at 10 AM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_5454\"], \"date\": \"2025-12-04\", \"time\": \"10:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3842\", \"candidate_id\": \"c_5454\", \"candidate_name\": \"Aissata Moussa\", \"scheduled_time\": \"2025-12-04T10:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3842\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Aissata Moussa** - Thursday, December 4, 2025 at 10:00 AM WAT\n  Meeting: https://meet.gigsama.com/int_3842 (ID: int_3842)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a SEO specialist in Chad."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"SEO specialist\", \"region\": \"Chad\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_6565\", \"name\": \"Hamza Deby\", \"location\": \"N'Djamena, Chad\", \"skills\": [\"SEO\", \"Google Analytics\", \"Link Building\", \"Keyword Research\"], \"years_experience\": 5, \"sites_optimized\": 25, \"availability\": \"2 weeks\", \"rate_usd_monthly\": 1450}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 SEO specialist in Chad:\n\n**1. Hamza Deby** (ID: c_6565)\n- Location: N'Djamena, Chad\n- Skills: SEO, Google Analytics, Link Building, Keyword Research\n- Experience: 5 years (25 sites optimized)\n- Availability: 2 weeks\n- Rate: $1,450/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, December 5 at 3 PM WAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_6565\"], \"date\": \"2025-12-05\", \"time\": \"15:00\", \"timezone\": \"WAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_3943\", \"candidate_id\": \"c_6565\", \"candidate_name\": \"Hamza Deby\", \"scheduled_time\": \"2025-12-05T15:00:00+01:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_3943\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Hamza Deby** - Friday, December 5, 2025 at 3:00 PM WAT\n  Meeting: https://meet.gigsama.com/int_3943 (ID: int_3943)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a digital marketing manager in Guinea."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"digital marketing manager\", \"region\": \"Guinea\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_7676\", \"name\": \"Mariama Bah\", \"location\": \"Conakry, Guinea\", \"skills\": [\"Digital Marketing\", \"Social Media\", \"Google Ads\", \"Analytics\"], \"years_experience\": 6, \"campaigns_managed\": 15, \"availability\": \"immediate\", \"rate_usd_monthly\": 1700}, {\"id\": \"c_7677\", \"name\": \"Ibrahima Diallo\", \"location\": \"Kankan, Guinea\", \"skills\": [\"Marketing Strategy\", \"Facebook Ads\", \"Email Marketing\", \"SEO\"], \"years_experience\": 7, \"campaigns_managed\": 20, \"availability\": \"1 week\", \"rate_usd_monthly\": 1850}], \"total_found\": 2}</tool_response>"},
        {"role": "assistant", "content": "I found 2 digital marketing managers in Guinea:\n\n**1. Mariama Bah** (ID: c_7676)\n- Location: Conakry, Guinea\n- Skills: Digital Marketing, Social Media, Google Ads, Analytics\n- Experience: 6 years (15 campaigns managed)\n- Availability: Immediate\n- Rate: $1,700/month\n\n**2. Ibrahima Diallo** (ID: c_7677)\n- Location: Kankan, Guinea\n- Skills: Marketing Strategy, Facebook Ads, Email Marketing, SEO\n- Experience: 7 years (20 campaigns managed)\n- Availability: 1 week\n- Rate: $1,850/month\n\nWould you like to schedule interviews?"},
        {"role": "user", "content": "Interview both on December 6 at 11 AM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_7676\", \"c_7677\"], \"date\": \"2025-12-06\", \"time\": \"11:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_4044\", \"candidate_id\": \"c_7676\", \"candidate_name\": \"Mariama Bah\", \"scheduled_time\": \"2025-12-06T11:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4044\"}, {\"interview_id\": \"int_4045\", \"candidate_id\": \"c_7677\", \"candidate_name\": \"Ibrahima Diallo\", \"scheduled_time\": \"2025-12-06T12:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4045\"}], \"total_scheduled\": 2}</tool_response>"},
        {"role": "assistant", "content": "Interviews scheduled successfully!\n\n✓ **Mariama Bah** - Saturday, December 6, 2025 at 11:00 AM GMT\n  Meeting: https://meet.gigsama.com/int_4044 (ID: int_4044)\n\n✓ **Ibrahima Diallo** - Saturday, December 6, 2025 at 12:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_4045 (ID: int_4045)\n\nCalendar invites sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a social media manager in Gambia."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"social media manager\", \"region\": \"Gambia\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_8787\", \"name\": \"Fatou Ceesay\", \"location\": \"Banjul, Gambia\", \"skills\": [\"Social Media Management\", \"Content Creation\", \"Instagram\", \"TikTok\"], \"years_experience\": 4, \"accounts_managed\": 12, \"availability\": \"immediate\", \"rate_usd_monthly\": 1350}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 social media manager in Gambia:\n\n**1. Fatou Ceesay** (ID: c_8787)\n- Location: Banjul, Gambia\n- Skills: Social Media Management, Content Creation, Instagram, TikTok\n- Experience: 4 years (12 accounts managed)\n- Availability: Immediate\n- Rate: $1,350/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for December 8 at 2 PM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_8787\"], \"date\": \"2025-12-08\", \"time\": \"14:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_4146\", \"candidate_id\": \"c_8787\", \"candidate_name\": \"Fatou Ceesay\", \"scheduled_time\": \"2025-12-08T14:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4146\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Fatou Ceesay** - Monday, December 8, 2025 at 2:00 PM GMT\n  Meeting: https://meet.gigsama.com/int_4146 (ID: int_4146)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Looking for a mobile game developer in Somalia."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"mobile game developer\", \"region\": \"Somalia\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_9898\", \"name\": \"Ahmed Abdi\", \"location\": \"Mogadishu, Somalia\", \"skills\": [\"Unity\", \"C#\", \"Game Design\", \"Mobile Optimization\"], \"years_experience\": 5, \"games_published\": 4, \"availability\": \"3 weeks\", \"rate_usd_monthly\": 1800}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 mobile game developer in Somalia:\n\n**1. Ahmed Abdi** (ID: c_9898)\n- Location: Mogadishu, Somalia\n- Skills: Unity, C#, Game Design, Mobile Optimization\n- Experience: 5 years (4 games published)\n- Availability: 3 weeks\n- Rate: $1,800/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, December 9 at 10 AM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_9898\"], \"date\": \"2025-12-09\", \"time\": \"10:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_4247\", \"candidate_id\": \"c_9898\", \"candidate_name\": \"Ahmed Abdi\", \"scheduled_time\": \"2025-12-09T10:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4247\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Ahmed Abdi** - Tuesday, December 9, 2025 at 10:00 AM EAT\n  Meeting: https://meet.gigsama.com/int_4247 (ID: int_4247)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find an ERP consultant in Djibouti."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"ERP consultant\", \"region\": \"Djibouti\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_1919\", \"name\": \"Yasmin Mohamed\", \"location\": \"Djibouti City, Djibouti\", \"skills\": [\"SAP\", \"Oracle ERP\", \"Business Process\", \"Implementation\"], \"years_experience\": 8, \"implementations\": 6, \"availability\": \"1 month\", \"rate_usd_monthly\": 2600}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 ERP consultant in Djibouti:\n\n**1. Yasmin Mohamed** (ID: c_1919)\n- Location: Djibouti City, Djibouti\n- Skills: SAP, Oracle ERP, Business Process, Implementation\n- Experience: 8 years (6 implementations)\n- Availability: 1 month\n- Rate: $2,600/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for December 10 at 1 PM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_1919\"], \"date\": \"2025-12-10\", \"time\": \"13:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_4348\", \"candidate_id\": \"c_1919\", \"candidate_name\": \"Yasmin Mohamed\", \"scheduled_time\": \"2025-12-10T13:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4348\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Yasmin Mohamed** - Wednesday, December 10, 2025 at 1:00 PM EAT\n  Meeting: https://meet.gigsama.com/int_4348 (ID: int_4348)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Need a penetration tester in Liberia."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"penetration tester\", \"region\": \"Liberia\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_2020\", \"name\": \"Marcus Johnson\", \"location\": \"Monrovia, Liberia\", \"skills\": [\"Penetration Testing\", \"Ethical Hacking\", \"Kali Linux\", \"Metasploit\"], \"years_experience\": 6, \"audits_performed\": 14, \"availability\": \"immediate\", \"rate_usd_monthly\": 2200}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 penetration tester in Liberia:\n\n**1. Marcus Johnson** (ID: c_2020)\n- Location: Monrovia, Liberia\n- Skills: Penetration Testing, Ethical Hacking, Kali Linux, Metasploit\n- Experience: 6 years (14 audits performed)\n- Availability: Immediate\n- Rate: $2,200/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Yes, December 11 at 11 AM GMT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_2020\"], \"date\": \"2025-12-11\", \"time\": \"11:00\", \"timezone\": \"GMT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_4449\", \"candidate_id\": \"c_2020\", \"candidate_name\": \"Marcus Johnson\", \"scheduled_time\": \"2025-12-11T11:00:00Z\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4449\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Marcus Johnson** - Thursday, December 11, 2025 at 11:00 AM GMT\n  Meeting: https://meet.gigsama.com/int_4449 (ID: int_4449)\n\nCalendar invite sent."}
      ]
    },
    {
      "messages": [
        {"role": "system", "content": "You are Gigsama Assistant. CRITICAL RULES:\n1. Use <tool_call> tags for all external data requests\n2. Wait for <tool_response> before continuing\n3. NEVER fabricate names, IDs, locations, skills, or dates\n4. Always present search results with full details before taking action\n5. Reference specific data from tool responses (IDs, exact names)\n6. If tool returns errors or empty results, acknowledge honestly"},
        {"role": "user", "content": "Find a voice-over artist in South Sudan."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"search_candidates\", \"arguments\": {\"role\": \"voice-over artist\", \"region\": \"South Sudan\"}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"candidates\": [{\"id\": \"c_3131\", \"name\": \"Nyariek Mayen\", \"location\": \"Juba, South Sudan\", \"skills\": [\"Voice Acting\", \"Audio Editing\", \"Multiple Accents\", \"Dubbing\"], \"years_experience\": 5, \"projects_completed\": 45, \"availability\": \"immediate\", \"rate_usd_monthly\": 1500}], \"total_found\": 1}</tool_response>"},
        {"role": "assistant", "content": "I found 1 voice-over artist in South Sudan:\n\n**1. Nyariek Mayen** (ID: c_3131)\n- Location: Juba, South Sudan\n- Skills: Voice Acting, Audio Editing, Multiple Accents, Dubbing\n- Experience: 5 years (45 projects completed)\n- Availability: Immediate\n- Rate: $1,500/month\n\nWould you like to schedule an interview?"},
        {"role": "user", "content": "Schedule for December 12 at 9 AM EAT."},
        {"role": "assistant", "content": "<tool_call>{\"name\": \"schedule_interviews\", \"arguments\": {\"candidate_ids\": [\"c_3131\"], \"date\": \"2025-12-12\", \"time\": \"09:00\", \"timezone\": \"EAT\", \"duration_minutes\": 60}}</tool_call>"},
        {"role": "system", "content": "<tool_response>{\"success\": true, \"interviews\": [{\"interview_id\": \"int_4550\", \"candidate_id\": \"c_3131\", \"candidate_name\": \"Nyariek Mayen\", \"scheduled_time\": \"2025-12-12T09:00:00+03:00\", \"duration_minutes\": 60, \"meeting_link\": \"https://meet.gigsama.com/int_4550\"}], \"total_scheduled\": 1}</tool_response>"},
        {"role": "assistant", "content": "Interview scheduled successfully!\n\n✓ **Nyariek Mayen** - Friday, December 12, 2025 at 9:00 AM EAT\n  Meeting: https://meet.gigsama.com/int_4550 (ID: int_4550)\n\nCalendar invite sent."}
      ]
    }
  ],
  "metadata": {
    "generated_at": "2025-01-01T00:00:00Z",
    "purpose": "Fine-tuning dataset for Qwen3-1.7B"
  }
}