demonstrate this approach by engaging all regions across all issues, not in terms of what we are against but what we are for.        This year, we partnered with ASEAN to advance clean energy infrastructure and maritime security in the region.        We kickstarted the Prosper Africa Build Together Campaign to fuel economic growth across the continent and bolster trade and investment in the clean energy, health, and digital technology sectors.        We are working to develop a partnership with countries on the Atlantic Ocean to establish and carry out a shared approach to advancing our joint development, economic, environmental, scientific, and maritime governance goals.        We galvanized regional action to address the core challenges facing the Western Hemisphere by spearheading the Americas Partnership for Economic Prosperity to drive economic recovery and by mobilizing the region behind a bold and unprecedented approach to migration through the Los Angeles Declaration on Migration and Protection.        In the Middle East, we have worked to enhance deterrence toward Iran, de-escalate regional conflicts, deepen integration among a diverse set of partners in the region, and bolster energy stability.        A prime example of an inclusive coalition is IPEF, which we launched alongside a dozen regional partners that represent 40 percent of the world‚Äôs GDP.Similarity search with score‚ÄãSometimes we might want to perform the search, but also obtain a relevancy score to know how good is a particular result.query = "What is your approach to national defense"found_docs = llm_rails.similarity_search_with_score(    query, k=5,)document, score = found_docs[0]print(document.page_content)print(f"\nScore: {score}")    But we will do so as the last resort and only when the objectives and mission are clear and achievable, consistent with our values and laws, alongside non-military tools, and the mission is undertaken with the informed consent of the American people.
LLMRails is a API platform for building GenAI applications. It provides an easy-to-use API for document indexing and querying that is managed by LLMRails and is optimized for performance and accuracy.
LLMRails is a API platform for building GenAI applications. It provides an easy-to-use API for document indexing and querying that is managed by LLMRails and is optimized for performance and accuracy. ->: demonstrate this approach by engaging all regions across all issues, not in terms of what we are against but what we are for.        This year, we partnered with ASEAN to advance clean energy infrastructure and maritime security in the region.        We kickstarted the Prosper Africa Build Together Campaign to fuel economic growth across the continent and bolster trade and investment in the clean energy, health, and digital technology sectors.        We are working to develop a partnership with countries on the Atlantic Ocean to establish and carry out a shared approach to advancing our joint development, economic, environmental, scientific, and maritime governance goals.        We galvanized regional action to address the core challenges facing the Western Hemisphere by spearheading the Americas Partnership for Economic Prosperity to drive economic recovery and by mobilizing the region behind a bold and unprecedented approach to migration through the Los Angeles Declaration on Migration and Protection.        In the Middle East, we have worked to enhance deterrence toward Iran, de-escalate regional conflicts, deepen integration among a diverse set of partners in the region, and bolster energy stability.        A prime example of an inclusive coalition is IPEF, which we launched alongside a dozen regional partners that represent 40 percent of the world‚Äôs GDP.Similarity search with score‚ÄãSometimes we might want to perform the search, but also obtain a relevancy score to know how good is a particular result.query = "What is your approach to national defense"found_docs = llm_rails.similarity_search_with_score(    query, k=5,)document, score = found_docs[0]print(document.page_content)print(f"\nScore: {score}")    But we will do so as the last resort and only when the objectives and mission are clear and achievable, consistent with our values and laws, alongside non-military tools, and the mission is undertaken with the informed consent of the American people.