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Lessons Learned Bot API – Integrating Lessons Learned into Agency Applications

The Lessons Learned Bot API is a REST Application Programming Interface (API) that can be accessed using a variety of web technologies and programming languages from anywhere within the NASA agency firewall. If your application is capable of accessing a REST API, which most are these days, then it should be possible to integrate the LLB API and its datasets, including thousands of Lessons Learned, into your existing application.

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Figure 1 is showing an overview of the Lessons Learned Bot in Excel. One cell containing a paragraph is selected, and search results are displayed on a sidebar to the right. The sidebar is titled "Lessons Learned Bot Results." In this sidebar, you can see various titles and descriptions of relevant documents.
Lessons Learned Bot Excel Version

In near real-time, the Lessons Learned Bot, or LLB, brings lessons learned (LL) documents to users through a Microsoft Excel add-in application locally installed to search for LL content relevant to the text within the selected Excel cell. The application will encompass a corpus of documents, a trained Machine Learning (ML) model, built-in ML tools to train user’s documents, and an easy-to-use user interface to allow for the streamlined discovery of LL content.

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Spotlight on Lessons Learned: Best Practices for the Elemental Profiling of High-Purity Hydrazine
Spotlight on Lessons Learned: Best Practices for the Elemental Profiling of High-Purity Hydrazine

Best practices for conducting high-purity hydrazine elemental analysis processes must be followed to avoid sample contamination that could impact space missions.

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Spotlight on Lessons Learned: Copper Tube Pinch Failure

While pinching copper tubes is a standard practice for many applications on Earth, it presents challenges for spaceflight applications.

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Spotlight-LL-TVAC
Spotlight on Lessons Learned: Thermal Vacuum Lamp Spectrum

Potential modeling inaccuracy may be avoided in thermal vacuum tests by using heater plates instead of quartz lamps.

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Project Knowledge Expo
Upcoming NASA Only Virtual Event: The Project Knowledge Expo on July 20-22

Sharing Knowledge and Leadership Insights to Support Project Success

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NASA Public Lessons Learned
NASA Public Lessons Learned

The NASA Lessons Learned system provides access to official, reviewed lessons learned from NASA programs and projects. These lessons have been made available to the public by the NASA Office of the Chief Engineer and the NASA Engineering Network.

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JSC Space Shuttle Program Tacit Knowledge Capture Project

The JSC Space Shuttle Program Tacit Knowledge Capture Project was commissioned by the JSC Chief Knowledge Officer and the Space Shuttle Program Manager.

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Significant Incidents & Close Calls in Human Spaceflight: EVA Operations

Interactive chart with links to data related to incidents from EVA operations.

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