What is Humanloop?
Humanloop 是一個平台，旨在解決在 AI 系統中使用大型語言模型 (LLM) 所面臨的挑戰。它將軟體最佳實踐與 LLM 的需求相結合，使團隊能夠建構可靠且高效能的 AI 系統。藉由協作提示工作區、評估與監控工具、自定義和最佳化功能以及與 LLM 提供商和外部 API 的整合，Humanloop 簡化了基於 LLM 的應用程式開發及佈署流程。
主要功能：
1. 協作提示工作區：Humanloop 提供協作工作區，團隊可以共同反覆修改提示。此功能可實現高效協作和腦力激盪，提升提示品質並增強 LLM 的整體效能。
2. 評估和監控套件：使用 Humanloop，開發人員可以除錯提示、鏈或代理，然後再將其部署到生產環境。該平台還提供工具，用於回測變更和執行量化實驗，確保基於 LLM 的應用程式能以最佳方式執行。
3. 自定義和最佳化工具：Humanloop 使用戶能夠連接私有資料並微調 LLM，以提升模型效能。此功能允許建立符合特定需求並提供優異結果的差異化模型。
使用案例：
- 提示工程：Humanloop 非常適合提示工程任務，在此任務中，領域專家可以參與開發過程。該平台的協作工作區和版本控制功能促進有效協作和知識共享，進而實現更好的提示設計和增強的 AI 效能。
- 將 LLM 功能生產化：Humanloop 提供完整的開發人員工具包，用於將 LLM 功能生產化。開發人員可以輕鬆記錄來自 LLM、鏈和代理的生成，使用相關的反饋評估和改進這些生成，並將其無縫部署到生產環境。這簡化了開發流程並加速了 AI 應用程式的部署。
- 資料隱私和安全性：Humanloop 優先考慮資料隱私和安全性，使用戶能夠以安全可靠的方式使用其私有資料來啟用 LLM。使用者保有其資料和模型的所有權，確保機密性並符合資料保護法規。
對於尋求在其 AI 系統中利用 LLM 威力的開發人員來說，Humanloop 是首選平台。藉由將軟體最佳實踐與 LLM 的獨特需求相結合，Humanloop 提供建構可靠且高效能的 AI 應用程式的全面解決方案。利用其協作工作區、評估與監控套件、自定義和最佳化工具以及與 LLM 提供商和外部 API 的整合，Humanloop 簡化了開發和部署流程，使組織能夠在整個營運過程中安全可靠地採用 AI。
More information on Humanloop
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Humanloop was manually vetted by our editorial team and was first featured on September 4th 2025.
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Humanloop 替代方案
更多 替代方案-
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適用於資料處理及網路研究的人工智慧工具強大組合。在 Google Sheet 與 Excel 中利用我們進階的人工智慧模型，以進行有效率的文字分析與標記。
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