# Table of Contents - [Environmental Impact | Solutions Explorer Resources](#environmental-impact-solutions-explorer-resources) - [Welcome | Solutions Explorer Resources](#welcome-solutions-explorer-resources) - [Initiatives | Solutions Explorer Resources](#initiatives-solutions-explorer-resources) - [Terms and Conditions | Solutions Explorer Resources](#terms-and-conditions-solutions-explorer-resources) - [What is the Solutions Explorer? | Solutions Explorer Resources](#what-is-the-solutions-explorer-solutions-explorer-resources) - [Submit Feedback | Solutions Explorer Resources](#submit-feedback-solutions-explorer-resources) - [Solutions Interaction | Solutions Explorer Resources](#solutions-interaction-solutions-explorer-resources) - [Collections | Solutions Explorer Resources](#collections-solutions-explorer-resources) - [AI Architecture Overview | Solutions Explorer Resources](#ai-architecture-overview-solutions-explorer-resources) - [Use cases | Solutions Explorer Resources](#use-cases-solutions-explorer-resources) - [Contact Support | Solutions Explorer Resources](#contact-support-solutions-explorer-resources) - [Smart Search | Solutions Explorer Resources](#smart-search-solutions-explorer-resources) - [AI Explorer | Solutions Explorer Resources](#ai-explorer-solutions-explorer-resources) - [Report a bug | Solutions Explorer Resources](#report-a-bug-solutions-explorer-resources) - [AI Architecture Overview | Solutions Explorer Resources](#ai-architecture-overview-solutions-explorer-resources) - [Quickstart | Solutions Explorer Resources](#quickstart-solutions-explorer-resources) - [FAQs | Solutions Explorer Resources](#faqs-solutions-explorer-resources) - [Smart Search | Solutions Explorer Resources](#smart-search-solutions-explorer-resources) - [What is the Solutions Explorer? | Solutions Explorer Resources](#what-is-the-solutions-explorer-solutions-explorer-resources) - [Quickstart | Solutions Explorer Resources](#quickstart-solutions-explorer-resources) --- # Environmental Impact | Solutions Explorer Resources * * * At the Solar Impulse Foundation, we strive to align our tools and technologies with our mission of sustainability. Efficiency and minimizing environmental impact are at the heart of our development processes. Here’s how we ensure our digital infrastructure stays efficient and low impact: * * * ### [](#hosting-on-sustainable-infrastructure) **Hosting on Sustainable Infrastructure** Our AI and platform infrastructure are hosted on **Microsoft Azure**, a cloud provider committed to carbon neutrality. Azure actively [offsets the CO2 emissions generated by its data centers](https://azure.microsoft.com/en-us/explore/global-infrastructure/sustainability) , ensuring that our operations contribute to a more sustainable future. * * * ### [](#reducing-ais-environmental-footprint) **Reducing AI’s Environmental Footprint** To limit the environmental impact of generative AI, we use **OpenAI’s GPT-4o-mini**: * **Smaller Model Size**: This model is less resource-intensive than larger generative AI models, reducing energy consumption during operations. * **Faster Processing**: It delivers responses efficiently, striking a balance between quality and environmental responsibility. * * * ### [](#token-optimization-for-lower-impact) **Token Optimization for Lower Impact** We’ve optimized how tokens are processed in conversations to further reduce the environmental burden: * **Conversation Summarization**: By summarizing interactions, we keep token usage within efficient limits, reducing computational resource requirements. While this may slightly impact the interaction depth, it substantially lowers the environmental footprint. * **Streamlined Queries**: We’ve designed interactions to be as efficient as possible, avoiding unnecessary computational overhead. * * * ### [](#future-commitment-to-open-source-llms) **Future Commitment to Open Source LLMs** As part of our ongoing commitment to sustainability, we are exploring opportunities to adopt **open-source large language models (LLMs)** for future product releases. Open-source models that offer better transparency and environmental impact metrics may provide a viable alternative to proprietary models like OpenAI, ensuring we continue to lead by example in environmental responsibility. * * * ### [](#balancing-quality-and-sustainability) **Balancing Quality and Sustainability** While these measures may occasionally hinder the quality or depth of interactions, they are intentional trade-offs designed to align our technology with our broader environmental goals. By using our tools, you’re part of a collective effort to advance sustainability in both the digital and physical worlds. Together, we’re proving that technology and environmental responsibility can go hand in hand. [PreviousTerms and Conditions](/resources/additional-resources/terms-and-conditions) Last updated 3 months ago ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FgMekyRzjKfgak4bQZ2sJ%252FScreenshot%25202024-12-03%2520at%252016.44.53.png%3Falt%3Dmedia%26token%3Dad8591d7-17b7-45ac-b0f7-7fe67f2c2903&width=1248&dpr=4&quality=100&sign=11389a06&sv=2) --- # Welcome | Solutions Explorer Resources * * * [NextWhat is the Solutions Explorer?](/resources/introduction/what-is-solution-explorer) Last updated 29 days ago Welcome to the **Solution Explorer Documentation Hub**, your go-to resource for tutorials, support, and guidance on making the most of the platform. Inspired by the Solar Impulse Foundation’s [Solutions Explorer](https://solarimpulse.com/solutions-explorer) , designed to help users discover, evaluate, and implement cleantech solutions effectively. Here, you’ll find everything you need to navigate the platform’s features, troubleshoot common issues, and optimize your experience. Whether you’re a new user looking for a quick start or a seasoned explorer seeking advanced tips, this hub provides the tools and support to help you achieve your goals. Start exploring and make your journey with the Solutions Explorer seamless and impactful. ### [](#jump-right-in) Jump right in [](/resources/getting-started/quickstart) [](/resources/key-features/ai-explorer) [](/resources/additional-resources/feedback) * * * ### [](#solutions-explorer-factsheet) Solutions Explorer Factsheet > The Solutions Explorer is a cutting-edge, AI-powered platform that connects decision-makers, innovators, and organizations to a global database of clean and efficient solutions. It streamlines the discovery of transformative technologies, behavioral approaches, and policy actions addressing environmental challenges. > > **Mission:** Empower users to accelerate climate action by offering credible, curated solutions that deliver proven environmental benefits, economic viability, and real-world impact. > > #### > > [](#key-features) > > **Key Features** > > * **Global Repository of Solutions:** Over 1,800+ vetted innovations from 100+ countries, growing daily. > > * **User-Centric Tools:** Personalized search filters, tagging, Collections, and direct innovator contact for seamless collaboration. > > * **Real-World Use Cases:** Geographic mapping of deployments and practical implementations. > > * **Flexible Scoping:** Discover solutions by sector, value chain stage, thematic relevance, or environmental benefit. > > * **AI Innovation, Smart Search & AI Explorer:** Offers Contextually relevant insights, recommendations, and smart search results. It ensures swift, precision-guided exploration, empowering users to find the right solutions faster and more effectively. > > > #### > > [](#what-you-can-browse) > > **What You Can Browse** > > * **Sectors & User Target Profiles:** Explore utilities, agrifood, mobility, and beyond—tailored to businesses, NGOs, policymakers, and more. > > * **Applications & Tags:** Deepen your search with over 25 applications and 300+ tags, from #solarthermal to #3dprinting. > **Getting Started** Quickstart your experience **Discover the AI Explorer** Learn more about our AI **Submit your feedback** Share your docs online ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FgdKhqFD1lSzUjjtY5uOw%252FScreenshot%25202024-11-26%2520at%252015.36.32.png%3Falt%3Dmedia%26token%3Dc96894e3-b4bc-4b45-a160-d9ecb60b17cc&width=1248&dpr=4&quality=100&sign=e5e3c297&sv=2) --- # Initiatives | Solutions Explorer Resources * * * [PreviousCollections](/resources/key-features/collections) [NextUse cases](/resources/key-features/use-cases) Last updated 2 months ago Solutions Initiatives are curated portfolios of clean technology solutions assembled to advance specific collaborations or projects, either internally within the Solar Impulse Foundation or in partnership with entities from our network. They focus on targeted themes, events, or partnerships, showcasing solutions that contribute to particular goals or address specific challenges. ### [](#what-are-solutions-initiatives) What Are Solutions Initiatives? Solutions Initiatives are: * **Project Portfolios**: Collections addressing specific projects, collaborations, or events. * **Collaborative Efforts**: Created in partnership with organizations to promote impactful solutions. * **Focused Engagements**: Aimed at advancing initiatives or influencing policy through targeted solutions. ### [](#why-use-solutions-initiatives) Why Use Solutions Initiatives? * **Targeted Exploration**: Discover solutions related to specific initiatives or collaborations. * **Strategic Partnerships**: Access portfolios resulting from partnerships with leading organizations. * **Policy Influence**: Explore solutions proposed to influence legislative frameworks or presented at major climate events. ### [](#examples-of-solutions-initiatives) Examples of Solutions Initiatives * [**Solutions 4 Cities**](https://solarimpulse.com/solutions-explorer/city) : A digital project featuring solutions for sustainable urban development. * [**Pioneer Awards**](https://solarimpulse.com/pioneer-awards) : Recognizing and matchmaking innovators and adopters, awarding the best duos. * [**Prêt à Voter**](https://solarimpulse.com/pret-a-voter/switzerland) : Initiatives where we promote solutions within French and Swiss legislative frameworks. * [City of Tomorrow](https://ville-de-demain.solarimpulse.com/?_gl=1*v4sfix*_gcl_au*MTQ4MDQ3MjE4OS4xNzI5NjcyODQ0&_ga=2.74719893.648952247.1733061924-1146885557.1714051198) : A global expo showcasing how solutions can be leveraged to build the next city. ### [](#who-are-solutions-initiatives-for) Who Are Solutions Initiatives For? * **Partners and Collaborators**: Organizations looking to engage in specific projects. * **Policymakers**: Individuals seeking solutions to inform policy development. * **Investors and Innovators**: Those interested in targeted areas for investment or adoption. * **Advocates and Educators**: People promoting sustainability initiatives needing concrete examples. * * * ### [](#why-do-they-matter) Why Do They Matter? Solutions Initiatives play a crucial role in driving specific collaborations and projects forward by leveraging curated portfolios of impactful solutions. They: * **Advance Collaborative Goals**: By assembling solutions tailored to specific initiatives, they help achieve the objectives of collaborations and partnerships. * **Influence Policy and Legislation**: Providing targeted solutions to policymakers can shape legislative frameworks and promote sustainable practices at a governmental level. * **Accelerate Adoption of Innovations**: Highlighting solutions at major events like COPs or through awards encourages wider adoption and implementation. * **Foster Strategic Partnerships**: Working with entities like WBCSD enhances the reach and impact of solutions, creating synergistic effects. * **Drive Sustainable Development**: By focusing on real-world challenges, Solutions Initiatives contribute to meaningful progress in sustainability and environmental stewardship. By offering focused and action-oriented portfolios, Solutions Initiatives bridge the gap between innovation and implementation, empowering stakeholders to collaborate effectively and make a tangible difference. ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FZ2k5NPfUQR7Xd4Eac4lK%252FScreenshot%25202024-12-17%2520at%252009.37.02.png%3Falt%3Dmedia%26token%3D8ea9ca12-aba6-4c81-a0ee-71270ff47f83&width=768&dpr=4&quality=100&sign=42d7ec5f&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252Fvyd0NmMIoEVGxMP6o0Sc%252FScreenshot%25202024-12-03%2520at%252016.45.15.png%3Falt%3Dmedia%26token%3D736365f6-8090-45b3-9d3c-8af980ac1e1e&width=1248&dpr=4&quality=100&sign=c2ccbe15&sv=2) --- # Terms and Conditions | Solutions Explorer Resources * * * **Last Updated: 10/02/25** **Terms and Conditions for the Solutions Explorer** The **Solutions Explorer** is a publicly accessible search engine that showcases profitable climate solutions worldwide. By using the Solutions Explorer, you agree to comply with the following terms and conditions: **1\. Acceptable Use:** * Use the platform responsibly and solely for its intended purposes. * Refrain from overusing resources or engaging in activities that could disrupt the platform’s functionality (e.g., deploying automated bots that perform multiple search queries per second). * Avoid any malicious behavior, including attempts to compromise the platform’s security or integrity. **2\. Prohibited Actions:** * Do not use automated systems or software to extract data (“screen scraping”) without prior authorization. * Do not attempt to gain unauthorized access to any part of the platform or its related systems. * Do not engage in any activity that imposes an unreasonable or disproportionately large load on the platform’s infrastructure. **3\. Monitoring and Enforcement:** * The Solar Impulse Foundation reserves the right to monitor platform usage to ensure compliance with these terms. * Violations may result in actions including, but not limited to, suspension or termination of access to the platform. This may be enforced by blocking IP addresses from accessing solarimpulse.com or by implementing a soft lock on the user account to prevent further use of the AI assistant. #### [](#id-4.-ai-disclaimer-and-limitations) **4\. AI Disclaimer and Limitations:** The **Solutions Explorer AI Assistant** (AI Explorer) leverages **Large Language Models (LLMs)** to provide insights and recommendations. However, like any AI system, it may generate incorrect, outdated, or incomplete information. By using the AI-powered features, you acknowledge that: * Responses are generated based on available data and **should not be considered as expert advice or absolute truth**. * You should **cross-check critical details** with official sources before making decisions. * The Solar Impulse Foundation is not responsible for any direct or indirect consequences of relying on AI-generated content. We encourage users to **report inaccuracies** to help improve the system. **4\. Intellectual Property:** * All content on the Solutions Explorer is protected by intellectual property laws. * Users must respect all proprietary rights and may not reproduce, distribute, or create derivative works without explicit permission. **5\. Privacy and Data Protection:** * Use of the platform is subject to the [Solar Impulse Foundation’s Privacy Policy](https://solarimpulse.com/pdf/Solar_Impulse_Foundation_Website_Privacy_Policy_10.2017.pdf) , which outlines data collection and usage practices. * Prompts, responses and feedback in this app are anonymously recorded and saved to LangSmith for product evaluation and improvement purposes only. **6\. Modifications to Terms:** * The Solar Impulse Foundation may update these terms and conditions periodically. * Continued use of the platform constitutes acceptance of any changes. By accessing and using the Solutions Explorer, you acknowledge that you have read, understood, and agree to abide by these terms and conditions. * * * ### [](#full-privacy-policy-from-the-solar-impulse-foundations-website) Full privacy policy from the Solar Impulse Foundation's website [PreviousContact Support](/resources/additional-resources/contact-support) [NextEnvironmental Impact](/resources/additional-resources/environmental-impact) Last updated 29 days ago ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FVBo7cHj5GTVDzijtPJIK%252FScreenshot%25202024-12-03%2520at%252016.33.00.png%3Falt%3Dmedia%26token%3D88560284-7569-4ae6-a3e6-4cb1e1f23036&width=1248&dpr=4&quality=100&sign=208ca4c&sv=2) --- # What is the Solutions Explorer? | Solutions Explorer Resources * * * [PreviousWelcome](/resources) [NextQuickstart](/resources/getting-started/quickstart) Last updated 29 days ago The Solutions Explorer is a next-generation search platform designed to empower decision-makers, innovators, and organizations with access to transformative cleantech solutions. The Solar Impulse Foundation's Solutions Explorer, represents the evolution of years of research and development into an intuitive, AI-powered tool for finding, evaluating, and adopting Clean & Efficient Solutions that address global environmental challenges while driving economic progress. * * * [](#the-solutions-explorer-a-journey) The Solutions Explorer, a Journey ---------------------------------------------------------------------------- 1 ### [](#id-2021.-creation-of-the-solutions-explorer) **2021\. Creation of the Solutions Explorer** Launched by the Solar Impulse Foundation, the Solutions Explorer began as a database of technical innovations rigorously assessed for their environmental and economic performance. This milestone came after five years of work involving: * **400+ Experts**: Carrying out 4,700 assessments. * **1,000+ Solutions**: Curated across 72 countries. * **Transparency and Trust**: Solutions were evaluated through a verified and transparent process. Solutions were labeled based on their ability to provide environmental benefits while remaining cost-competitive and enabling economic growth, setting a standard for innovation. 2 ### [](#id-2023.-beyond-1000-solutions) 2023\. Beyond 1000 solutions The Solutions Explorer has grown beyond its initial milestone of 1,000 labeled solutions, expanding to over **1,500 impactful innovations** that address global environmental challenges. In 2023, the platform introduced the **Labeling Update Program**, a dynamic initiative to ensure all solutions remain cutting-edge and aligned with evolving market needs and sustainability goals. This program revalidates after 3 years existing solutions and incorporates new insights, maintaining the database’s credibility and relevance for decision-makers worldwide. These advancements solidify the explorer as a trusted, ever-evolving resource for climate action. 3 ### [](#id-2024.-scope-expansion-featured-and-non-tech-solutions) 2024\. Scope Expansion, Featured and Non-tech Solutions In 2024, the Solutions Explorer broadened its horizons with the introduction of **Featured Solutions**, offering a pre-labeling system to highlight promising early-stage innovations. This initiative accelerates the discovery process, enabling faster access to impactful solutions. The **Label 2.0** program revamped the evaluation process, shortening timelines while maintaining rigor to support rapid adoption. Additionally, the platform expanded beyond purely technological solutions to include **behavioral and policy-driven climate actions**, recognizing the vital role of non-technical approaches in driving meaningful and systemic change. 4 ### [](#id-2025.-redefining-the-solutions-explorer-experience) 2025\. Redefining the Solutions Explorer Experience Starting 2025, the Solutions Explorer underwent a transformative evolution, integrating **artificial intelligence** to enhance usability and search precision. The platform’s **refonte** reimagined it as a standalone, comprehensive tool, transcending its origins as a solutions marketplace to become a full-fledged discovery and impact platform and support its goal to become the Global Repository of Solutions for Climate Action. A key innovation was the introduction of **Collections**, curated bundles of solutions grouped by themes, geography, or impact areas, offering users a higher-level, intuitive browsing experience. Additionally, the launch of the **Use Case Search** feature brought the platform to life by showcasing real-world deployments of solutions, enabling users to explore tangible impacts and learn from practical implementations, bridging the gap between discovery and actionable insights. * * * [](#learn-more-about-the-key-features-of-the-solutions-explorer) **Learn more about the key features of the Solutions Explorer** ------------------------------------------------------------------------------------------------------------------------------------- 🌟 A Global Database for Climate Action[](#a-global-database-for-climate-action) * **Built for Impact**: Over 1,800+ solutions, growing by two entries daily, ensure up-to-date access to the latest innovations. * **Global Scope**: Contributions from 100+ countries, with 90% of solutions originating from startups. 🔍 Advanced Filtering Tools[](#advanced-filtering-tools) * 5 **Sectors**: Explore areas like Utilities, agrifood, and mobility. * **50+ Profiles**: Customize searches based on your entity type (e.g., business, NGO). * **25 Applications**: Focus on specific stages of your value chain. * **300+ Tags**: Navigate topics such as #solarthermal or #3dprinting. * **5 Environmental Benefits**: Identify solutions with tangible impacts, such as reducing CO₂ emissions. 🤖 AI-Powered Search Engine[](#ai-powered-search-engine) * **Smart Search Engine**: Delivers contextually relevant results, simplifying exploration. * **AI Explorer**: Guides users with tailored recommendations and actionable insights from the Solutions Explorer Database. 📌 Thematic Collections[](#thematic-collections) Organized bundles by geography, sector, or thematic relevance to streamline discovery and inspire browsing. 🗺️ Use Case Map[](#use-case-map) Real-world implementations visualized geographically, offering a bridge between ideas and actionable results. 📞 Connect Button[](#connect-button) A **dedicated feature on each solution page** enabling users to contact the innovator directly through the platform. This fosters seamless collaboration, partnership opportunities, and faster adoption of the showcased solutions. ⭐ Save and Portfolio Creation[](#save-and-portfolio-creation) The ability to **favorite or save solutions**, allowing users to curate their own personalized portfolio of solutions. Keep track of innovations you’re interested in and revisit them easily for future projects or partnerships. This feature makes managing discoveries both simple and efficient. * * * [](#why-use-the-solutions-explorer) Why Use the Solutions Explorer? ------------------------------------------------------------------------ The Solutions Explorer is more than a search tool—it's a strategic ally in accelerating climate action. By combining cutting-edge technology with an unparalleled library of solutions, the Solutions Explorer ensures you find the right tools to tackle environmental challenges efficiently and effectively. * * * [](#benefits-of-using-the-solutions-explorer) **Benefits of using the Solutions Explorer** ----------------------------------------------------------------------------------------------- * * * [](#examples-of-use) 🛠️ **Examples of Use** ------------------------------------------------- * **For Businesses**: Discover cost-efficient materials for thermal insulation or precision irrigation technologies. * **For NGOs**: Identify solutions tailored to providing water in developing regions. * **For Policymakers**: Explore technologies for large-scale land use reduction or renewable energy adoption. The Solutions Explorer doesn’t just provide solutions—it provides the tools to act decisively for a sustainable future, bridging the gap between ambition and implementation. ### [](#save-time) ⏱️ Save Time **Smart Search**: Quickly access precise and relevant results tailored to your needs. **Collections**: Explore curated portfolios without the need for in-depth research. ### [](#make-informed-decisions) 📊 Make Informed Decisions **Expert-Assessed Solutions**: Built on years of rigorous evaluation, ensuring credibility and transparency. **Implementation Proof**: Use case browsing highlights real-world applications, providing confidence and inspiration. ### [](#expand-your-reach) 🌐 Expand Your Reach **Broaden Your Options**: From startups to global innovators, find solutions from a truly global database that align with your goals. **Focus on Impact**: Filter by environmental benefit or geographic relevance to maximize outcomes. ### [](#effortless-navigation) 💡 Effortless Navigation **AI Explorer**: Provides on-demand insights and personalized recommendations. **User-Friendly Design**: Intuitive filtering and tagging make exploration seamless. ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FgjtkGCgjTGAqMc3uA8XM%252F81_1x_shots_so%2520%281%29.png%3Falt%3Dmedia%26token%3D48ec33f9-2d0c-4054-9d2d-7059590b2a8b&width=768&dpr=4&quality=100&sign=f4d2771&sv=2) [![Cover](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252F5eFi0vqxIRdG5iVFJc25%252FScreenshot%25202024-11-26%2520at%252014.46.57.png%3Falt%3Dmedia%26token%3D9e13a100-93f1-4ce5-a84e-a5cd4d9f835a&width=376&dpr=4&quality=100&sign=96521b5a&sv=2)\ \ Start Exploring Now →](https://solarimpulse.com/solutions-explorer) [![Cover](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FSQC7uy1uCt2rwepxFFOe%252FScreenshot%25202025-02-10%2520at%252010.25.48.png%3Falt%3Dmedia%26token%3D5f7e6ebd-43f9-4370-9693-518268243183&width=376&dpr=4&quality=100&sign=7d4f5e79&sv=2)\ \ Try the new AI Explorer →](https://ai-explorer.solarimpulse.com) --- # Submit Feedback | Solutions Explorer Resources * * * [PreviousFAQs](/resources/additional-resources/faqs) [NextReport a bug](/resources/additional-resources/report-a-bug) Last updated 3 months ago We value your feedback! Your input helps us improve the Solution Explorer and ensures it meets the needs of our community. Whether you have suggestions for new features, insights on your user experience, or comments on how we can do better, we’d love to hear from you. **Why Share Feedback?** * Help us improve the platform and make it more user-friendly. * Suggest new ideas or features you’d like to see. * Share any issues you’ve encountered so we can address them. * Be a part of shaping the future of the Solution Explorer. **How to Send Feedback** * Fill out our [**Feedback Form**](https://solarimpulse.typeform.com/to/VbI5BTxd) with your thoughts or suggestions. * Provide as much detail as possible to help us understand your needs and experiences. **What Happens Next?** Our team carefully reviews all feedback to identify areas for improvement and prioritise updates. We may reach out for clarification or to thank you for your contribution. Your voice matters, and we appreciate your help in making the Solution Explorer the best it can be! ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FVBo7cHj5GTVDzijtPJIK%252FScreenshot%25202024-12-03%2520at%252016.33.00.png%3Falt%3Dmedia%26token%3D88560284-7569-4ae6-a3e6-4cb1e1f23036&width=1248&dpr=4&quality=100&sign=208ca4c&sv=2) --- # Solutions Interaction | Solutions Explorer Resources * * * Solutions Interaction provides a set of features designed to help you engage with solutions on our platform, enabling you to personalise your experience and connect directly with innovators. Note that in order to access solutions interaction features, you need to login to your Solar Impulse account. ### [](#key-features) Key Features * **Add to Favorites**: You can star solutions on their card or solution page to save them for later. Access your favorite solutions quickly from the navbar to revisit and manage your selections. * **Connect with Innovator**: On the solution page, you can request a formal connection with the innovator by clicking "Connect with Innovator." This notifies our team that you'd like an introduction. We'll contact the innovator on your behalf and organize a matchmaking session. With our strong relationships, we can facilitate the adoption effort and help you engage directly with solution providers. ### [](#how-to-get-started) How to Get Started 1. **Log In to Your Account**: Ensure you're logged in to access these interactive features. 2. **Explore Solutions**: Browse the solutions and use the features to favorite solutions 3. **Engage with Innovators**: When ready, request a connection to start collaborating. By utilizing Solutions Interaction, you can streamline your exploration, stay informed about new developments, and build meaningful connections with innovators to drive sustainable change. [PreviousUse cases](/resources/key-features/use-cases) [NextAI Architecture Overview](/resources/additional-resources/architecture) Last updated 2 months ago ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FcUd0GJA3vsPcDg4lceDN%252FScreenshot%25202024-12-03%2520at%252016.44.37.png%3Falt%3Dmedia%26token%3Dc9bd5070-818c-4a8e-a287-8ae337213abb&width=1248&dpr=4&quality=100&sign=7d4c07f9&sv=2) --- # Collections | Solutions Explorer Resources * * * [PreviousAI Explorer](/resources/key-features/ai-explorer) [NextInitiatives](/resources/key-features/initiatives) Last updated 26 days ago Collections offer a high-level exploration of clean technology solutions grouped into curated thematic bundles. Think of it as a "Netflix-style" browsing experience designed to inspire and guide users who may not have a specific query in mind. By exploring Collections, you can navigate through expertly selected portfolios that align with particular themes, sectors, or challenges. ### [](#what-are-collections) What Are Collections? Collections are carefully crafted by our team using filters from the Solution Explorer. They bring together solutions that share a common theme, objective, or sector, making it easy to browse without needing detailed search criteria. They offer: * **Curated Bundles**: Expertly assembled groups of solutions with common themes. * **Simplified Exploration**: Accessible bundles that facilitate browsing without detailed searches. * **Inspiration for Undecided Users**: Broad perspectives to help you discover ideas and opportunities you may not have initially considered. * * * ### [](#why-use-collections) Why Use Collections? * **High-Level Browsing**: Ideal for users who want to explore clean technologies without a specific problem or query in mind, providing an overview across a range of sectors and applications. * **Thematic Portfolios**: Focused on particular challenges, industries, or regions. * _Examples_: * **Sustainable Packaging:** Showcasing biodegradable materials, compostable containers, and circular packaging systems that reduce waste and environmental impact. * **Smart Grid:** Highlighting intelligent energy management platforms, demand-response technologies, and grid-scale storage solutions that enhance reliability and efficiency. * **Electric Mobility:** Featuring cutting-edge electric vehicles, advanced EV charging infrastructure, and innovative battery technologies that help drive cleaner transportation forward. * **Discover New Possibilities**: Perfect for brainstorming or finding inspiration for projects, investments, or research, offering a snapshot of actionable and impactful technologies in one place. * * * ### [](#how-to-explore-collections) How to Explore Collections * **From the Landing Page**: Collections are prominently featured on the Solution Explorer's landing page. Browse the most popular or newest thematic bundles directly from the homepage. * **View All Collections**: Click on the “View all Collections” section in the showcase or Explore > "Collections" In the Navbar to access a broader range of curated portfolios. * * * ### [](#who-are-collections-for) Who Are Collections For? Collections are designed for: * **Undecided Users**: Those seeking inspiration or exploring general themes in cleantech. * **Policymakers and Investors**: Looking for impactful portfolios of solutions that align with specific objectives. * **Educators and Advocates**: In need of examples to promote or support sustainability initiatives. * * * ### [](#why-do-collections-matter) Why Do Collections Matter? Collections play a crucial role in simplifying the exploration of clean technologies by offering an organized and inspiring entry point. They: * **Encourage Discovery**: Uncover solutions you may not have initially searched for, broadening your understanding of available innovations. * **Save Time**: By bundling solutions thematically, they reduce the effort needed to sift through the database, making exploration more efficient and enjoyable. * **Foster Inspiration**: Provide ready-made portfolios to spark ideas and align with your goals, whether you're an investor, policymaker, entrepreneur, or researcher. * **Highlight Impact**: Showcase actionable, impactful solutions grouped around real-world challenges, helping you focus on what matters most in sustainability. By offering a curated and high-level browsing experience, Collections bridge the gap between inspiration and action, empowering you to explore and adopt clean technologies more effectively. * * * You feel that a key collections for your industry is missing? Suggest a collection by sending us a Feedback, we'll make sure to review and add your collection to the mix! [Submit Feedback](/resources/additional-resources/feedback) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252F9YWV0mphHzx4F5msP9o6%252FScreenshot%25202024-12-17%2520at%252009.35.31.png%3Falt%3Dmedia%26token%3Dbb958e7a-5810-4e2e-8628-a5d408ba1a10&width=768&dpr=4&quality=100&sign=a3ed7d0a&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252F1sh1RjhEHsr9RlyyZMAX%252FScreenshot%25202024-12-03%2520at%252016.33.41.png%3Falt%3Dmedia%26token%3D71873bf8-a130-4314-bdef-8eaf316755de&width=1248&dpr=4&quality=100&sign=670638fe&sv=2) --- # AI Architecture Overview | Solutions Explorer Resources * * * --- # Use cases | Solutions Explorer Resources * * * [PreviousInitiatives](/resources/key-features/initiatives) [NextSolutions Interaction](/resources/key-features/solutions-interaction) Last updated 2 months ago Use Cases are implementation stories written by innovators and validated by the Solar Impulse technical team. They link a solution provider with an adopter, showcasing real-world applications of clean technologies. Use Cases are tailored to inspire action among potential adopters, attesting that solutions not only exist but are effectively applied in practical settings. ### [](#what-are-use-cases) What Are Use Cases? Use Cases are: * **Implementation Stories**: Detailed accounts of how a solution has been adopted and implemented by an end-user or organization. * **Validated Examples**: Reviewed and confirmed by our technical team to ensure accuracy and relevance. * **Solution-Adopter Links**: They highlight the connection between the innovator and the adopter, demonstrating successful collaboration. ### [](#why-use-use-cases) Why Use Use Cases? * **Inspire Action**: Serve as real-world examples to motivate potential adopters to implement solutions. * **Proof of Application**: Show that solutions are not just theoretical but are actively making a difference. * **Impact Metrics**: Focus on the tangible results and benefits achieved through adoption. ### [](#how-to-explore-use-cases) How to Explore Use Cases * **Smart Search**: Use the global search function and switch from "Solutions" to "Use Cases" to find relevant stories. * **On Solutions pages:** Solutions with use cases available are highlighted on their cards. If a solution has use cases, they will be available for browsing on the left blue panel. * **Filtering Options**: Apply filters such as solutions, adopters, and regions (city or country) to narrow down your search. * **Interactive Map**: Browse Use Cases geographically through an available map interface. ### [](#who-are-use-cases-for) Who Are Use Cases For? * **Potential Adopters**: Organizations or individuals looking for proven solutions to implement. * **Investors**: Those interested in backing solutions with demonstrated success. * **Policymakers and Advocates**: Seeking examples of effective technologies for policy development or promotion. * **Educators and Researchers**: Looking for case studies of real-world applications. * * * ### [](#why-do-use-cases-matter) Why Do Use Cases Matter? Use Cases are crucial because they: * **Demonstrate Real-World Impact**: Showcasing actual implementations validates the effectiveness of solutions. * **Build Trust**: Validated stories provide confidence to potential adopters about the feasibility and benefits. * **Facilitate Adoption**: By illustrating successful collaborations, they encourage others to adopt similar solutions. * **Highlight Measurable Results**: Focusing on impact metrics helps stakeholders understand the tangible benefits. By providing concrete examples of solutions in action, Use Cases bridge the gap between innovation and implementation, inspiring stakeholders to take meaningful steps toward adoption. Example of a use case page. ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FVDIhQbikfZxiYRV2Uwta%252FScreenshot%25202024-12-17%2520at%252009.28.04.png%3Falt%3Dmedia%26token%3D7ddaa779-40f7-4bb7-907c-e225c3a1a9ca&width=768&dpr=4&quality=100&sign=31614a6c&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FycjsASfIjofOOuMxn0Ey%252FScreenshot%25202024-12-04%2520at%252014.24.39.png%3Falt%3Dmedia%26token%3Da5aea0c0-356d-4cc7-b075-ca1a622afd18&width=768&dpr=4&quality=100&sign=80b46752&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252F3giwloX0R8LXNilbh5JP%252FScreenshot%25202024-12-03%2520at%252016.45.27.png%3Falt%3Dmedia%26token%3Dc40440ed-26fa-4a47-9336-75e47fee4a95&width=1248&dpr=4&quality=100&sign=a6ce06e7&sv=2) --- # Contact Support | Solutions Explorer Resources * * * [PreviousReport a bug](/resources/additional-resources/report-a-bug) [NextTerms and Conditions](/resources/additional-resources/terms-and-conditions) Last updated 3 months ago Need assistance or have questions about the Solution Explorer? Our support team is here to help! Checkout our dedicated FAQ page to troubleshoot some of your questions: #### [](#cant-find-an-answer-to-your-question-heres-how-to-reach-us) **Can't find an answer to your question? Here's How to Reach Us** For any inquiries, technical issues, or general assistance, you can contact us directly via email at: 📧 [**supporters@solarimpulse.com**](mailto:supporters@solarimpulse.com) * * * **What Can We Help With?** * Technical issues or bugs * Questions about using the Solution Explorer * Feedback on features or functionality * Assistance with submitting or exploring solutions #### [](#response-time) **Response Time** Our support team aims to respond to all inquiries within **5 business days**. For urgent issues, please provide detailed information in your email to help us address your concern as quickly as possible. Thank you for reaching out, and we’ll do our best to assist you! #### [](#provide-a-feedback-or-report-a-bug) **Provide a feedback or report a Bug** Alternatively, you can provide a feedback or notify our team of a bug on the platform using the following links [FAQs](/resources/additional-resources/faqs) [Report a bug](/resources/additional-resources/report-a-bug) [Submit Feedback](/resources/additional-resources/feedback) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FVBo7cHj5GTVDzijtPJIK%252FScreenshot%25202024-12-03%2520at%252016.33.00.png%3Falt%3Dmedia%26token%3D88560284-7569-4ae6-a3e6-4cb1e1f23036&width=1248&dpr=4&quality=100&sign=208ca4c&sv=2) --- # Smart Search | Solutions Explorer Resources * * * [PreviousQuickstart](/resources/getting-started/quickstart) [NextAI Explorer](/resources/key-features/ai-explorer) Last updated 25 days ago ### [](#what-is-smart-search) **What is Smart Search?** The Smart Search is an advanced, AI-driven search feature designed to simplify and enhance the way users interact with the Solution Explorer. Powered by a **hybrid semantic search engine**, it combines traditional keyword matching with contextual understanding to deliver highly relevant results. **How It Works:** * **Semantic Search**: Uses AI to understand the meaning behind user queries, rather than just matching keywords. * **Technology Stack**: * **Vectorization**: Powered by OpenAI’s `text-embedding-3-large` model, which converts solutions and queries into vector representations for contextual matching. * **Vector Store**: Built on [**Typesense**](https://cloud.typesense.org/) , a high-performance vector database optimized for semantic and hybrid search. > _In simple terms_: The system doesn’t just look for exact matches but understands what you’re asking for, even if the words don’t match perfectly. ### [](#before-vs.-after-the-difference) **Before vs. After: The Difference** Previously, the search relied purely on keywords, often returning irrelevant or no results for nuanced queries. Now, with the Smart Search feature, integrated in the default search bar, contextual understanding ensures a significantly better user experience. **Example Query:** * **Before (Keyword Search)**: * Query: _"Alternative materials for insulation in France"_ * Result: 1 **result**, as the phrase contained many keywords that did not match solution titles or descriptions. * **After (Smart Search)**: * Query: _"Alternative materials for insulation in France"_ * Result: **Multiple relevant solutions (102)** ### [](#filtering-options) **Filtering Options** The new filtering system on the Solution Explorer provides replicates the previous robust and intuitive way to refine searches, ensuring relevant results are tailored user needs. Below are the filtering categories, complete with examples for practical application: Filter by; Solution Type[](#solution-type) Narrow your search by the nature of the solution: * **Products** (e.g., Solar panels) * **Services** (e.g., Energy efficiency consulting) * **Processes** (e.g., Circular manufacturing techniques) * **Behaviours** (e.g., Educational programs for water conservation) * **Policies** (e.g., Government incentives for renewable energy) Sector[](#sector) Focus on the industry or field where the solution applies: * **Utilities (Water, Energy, Waste)** (e.g., Water purification systems) * **Buildings & Constructions** (e.g., Low-carbon building materials) * **Industrial Processes & Consumer Goods** (e.g., Sustainable packaging) * **Agrifood & Natural Environment** (e.g., Precision irrigation tools) * **Mobility** (e.g., Electric vehicle charging stations) Applications[](#applications) Explore solutions based on specific use cases: * **Power and Fuel Generation** (e.g., Offshore wind turbines) * **Energy and Fuel Efficiency** (e.g., Smart energy meters) * **Materials and Chemicals** (e.g., Biodegradable plastics) * **Solid Waste Management** (e.g., Composting systems) * **Heating, Cooling, and Ventilation** (e.g., Geothermal heating systems) Environmental Benefits[](#environmental-benefits) Focus on the environmental impact addressed by the solution: * **Greenhouse Gas Emissions** (e.g., Carbon-neutral fuels) * **Water Use** (e.g., Water-efficient irrigation) * **Biodiversity Protection** (e.g., Reforestation projects) Target Client[](#target-client) Identify solutions tailored to specific end-users: * **Businesses** (e.g., Renewable energy solutions for factories) * **Public Authorities** (e.g., Urban waste management systems) * **Individuals** (e.g., Home energy-saving devices) Tags[](#tags) Find solutions based on specific technologies or themes: * **Software** (e.g., Energy management platforms) * **Sensors & Monitoring** (e.g., Air quality monitoring devices) * **Recycle Waste** (e.g., Plastic-to-fuel technology) * **Solar Photovoltaic** (e.g., Flexible solar panels) * **Developing Countries** (e.g., Affordable water purification systems) Region of origin[](#region-of-origin) Find solutions originating from specific countries or regions: e.g. * **France** * **Switzerland** * **United States** * **Germany** * **Canada** Maturities[](#maturities) Filter by the development stage of the solution: * **TRL 9 / CRI 3-4** (e.g., Commercial Scale Up / Multiple Commercial Applications) * **TRL 6 / 7** (e.g., Prototype demonstration) * **TRL 9 / CRI 5-6** (e.g., Widespread deployment-ready solutions) * **TRL 8** (e.g., Finalized prototypes) Company Name[](#company-name) Search for solutions from specific providers or innovators: * **Solar Impulse Foundation** (e.g., Behavioural & Policies) * **Air Liquide** (e.g., Green hydrogen solutions) * **Holcim** (e.g., Low-carbon concrete) This filter structure ensures users can easily narrow their searches while the AI does the heavy lifting to provide contextually relevant results. ### [](#example-queries-the-power-of-smart-search) **Example Queries: The Power of Smart Search** Here are examples of how the new search capabilities excel in addressing complex and thematic queries: #### [](#query-solutions-for-reducing-pest-control-chemicals-in-agriculture) **Query:** _**"Solutions for reducing pest control chemicals in agriculture"**_ **Results:** * **Biological Pest Control**: Natural predators and biopesticides to manage pests without harmful chemicals. * **Integrated Pest Management (IPM) Systems**: Strategies combining crop monitoring, natural controls, and minimal chemical usage. * **Precision Spraying Technologies**: AI-driven tools that target pests directly, reducing overall pesticide use. **Rationale:** The search engine identifies the query's focus on minimizing chemical use in pest control within agriculture. Results showcase innovative solutions that leverage biological methods, integrated approaches, and precision technologies to reduce environmental impact while maintaining agricultural productivity. This highlights the AI's ability to connect sustainability goals with practical applications in agriculture. * * * #### [](#query-renewable-energy-for-coastal-areas-prone-to-storms) **Query:** _**"Renewable energy for coastal areas prone to storms"**_ **Results:** * **Offshore Wind Turbines**: Robust turbines designed to withstand harsh weather conditions and provide renewable energy in coastal regions. * **Hurricane-Resistant Solar Panels**: Solar panel systems engineered for durability in storm-prone areas, ensuring sustained energy generation. * **Hybrid Microgrids with Battery Backup**: Resilient energy systems combining solar, wind, and battery storage to maintain power supply during and after storms. **Rationale:** The search engine interprets the query's emphasis on renewable energy and coastal storm challenges, retrieving solutions specifically designed for these environments. The results reflect technologies optimized for resilience, ensuring energy reliability despite extreme weather conditions, demonstrating the AI's capability to address geographic and situational complexities. #### [](#query-bringing-fresh-water-security-to-the-sahel-region) **Query:** _**"Bringing fresh water security to the Sahel region"**_ **Results:** * **Solar-Powered Desalination Units**: Portable systems that convert saline water into fresh drinking water using renewable energy. * **Rainwater Harvesting Technologies**: Low-cost systems designed to collect and store rainwater in arid regions. * **Drip Irrigation Systems**: Water-efficient technologies tailored for agricultural use in regions with scarce water resources. **Rationale:** The search engine interprets the query's focus on water security and regional challenges (Sahel) and retrieves solutions addressing these needs. Results include technologies for water generation, efficient usage, and sustainable practices suited to arid environments. This demonstrates the AI's contextual understanding of the query's goals and regional specifics. * * * ### [](#why-smart-search-matters) **Why Smart Search Matters** The Smart Search feature represents a significant advancement in usability and relevance, enabling users to find the solutions they need with greater ease and confidence. Environmental challenges are often highly context-specific, requiring an understanding of nuanced problems and needs. Smart Search bridges this gap by leveraging semantic AI and vector search technologies to interpret natural queries in a way that aligns with users’ specific requirements. By understanding the key components of environmental problems, Smart Search empowers users to navigate complex challenges and discover clean technologies that are truly relevant to their context. This makes the process of finding solutions more intuitive, impactful, and tailored to individual needs. Previous Solutions Explorer query showing inconsistent context results New Smart Search Engine showcasing context relevance Filtering Options ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252F7Awz4rgK5JT9ieVAOx5h%252FScreenshot%25202024-12-04%2520at%252010.23.13.png%3Falt%3Dmedia%26token%3D97e263b8-0fcb-441d-94a7-d5837c858789&width=768&dpr=4&quality=100&sign=bdd5f9d1&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FBlDj62WLdgXMvUKnfqMN%252FScreenshot%25202024-12-04%2520at%252010.23.05.png%3Falt%3Dmedia%26token%3Da69ce6bf-7a3c-4653-a3c7-7a9c9687f729&width=768&dpr=4&quality=100&sign=7443b267&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252Flfca12Ba91vrpcbp2WOt%252FScreenshot%25202024-11-26%2520at%252018.26.35.png%3Falt%3Dmedia%26token%3D12a37ce9-c9dc-47f6-ba01-72d6b348c651&width=768&dpr=4&quality=100&sign=36a228ea&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FR57J4nNxjL82y2kHfVWD%252FScreenshot%25202024-12-04%2520at%252010.53.42.png%3Falt%3Dmedia%26token%3D12eaf3cf-fec7-46db-ae3f-7b1fdc59b02b&width=768&dpr=4&quality=100&sign=bed2ab49&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252Fos9hp6DBaN0dz0XnygYP%252FScreenshot%25202024-12-04%2520at%252010.53.14.png%3Falt%3Dmedia%26token%3D10fc38ed-246c-4e05-8a1f-2675076f776a&width=768&dpr=4&quality=100&sign=fae5a98b&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252F4VmNYflq7ZdjkHhKdBqq%252FScreenshot%25202024-12-04%2520at%252010.52.13.png%3Falt%3Dmedia%26token%3Dc1fca856-2d5c-4749-a0fe-e738a09f5bb0&width=768&dpr=4&quality=100&sign=c87bff52&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FbPGQVA0L4e1YPheHN294%252FScreenshot%25202024-12-03%2520at%252016.32.30.png%3Falt%3Dmedia%26token%3D1122218f-57be-4591-bf47-f37c76ff2aa8&width=1248&dpr=4&quality=100&sign=77c682d9&sv=2) --- # AI Explorer | Solutions Explorer Resources * * * [PreviousSmart Search](/resources/key-features/smart-search) [NextCollections](/resources/key-features/collections) Last updated 26 days ago Welcome to the Resource Hub for the AI Explorer! This guide provides everything you need to make the most of this innovative feature, from understanding its capabilities to tips and best practices for effective use. Access the AI Explorer [Here.](https://ai-explorer.solarimpulse.com) The **AI Explorer** is powered by advanced Large Language Models (LLMs) to help you explore cleantech solutions efficiently. However, like any AI system, it **may generate incorrect, outdated, or incomplete information**. We encourage users to: ✅ Cross-check critical details with official sources ✅ Verify solution specifics before making decisions ✅ Report inaccuracies to help improve our AI Your feedback helps us refine the AI Explorer for better accuracy and reliability. ### [](#what-is-the-ai-explorer) **What is the AI Explorer?** The AI Explorer is a conversational tool integrated into the **Solutions Explorer**. Powered by **Retrieval-Augmented Generation (RAG)**, it transforms how you discover and adopt clean technology solutions by offering: * **Intelligent Discovery**: Navigate the platform with natural language queries. * **Tailored Problem-Solving**: Break down complex challenges into actionable solutions. * **Enhanced Matchmaking**: Connect with relevant cleantech innovations that meet your specific needs. Think of it as having an expert operations guide available 24/7 to help you explore cleantech solutions. * * * ### [](#key-features-of-the-ai-explorer) Key Features of the AI Explorer Smart Discovery and Navigation[](#smart-discovery-and-navigation) * **Natural Language Queries**: Ask questions in any language, and the assistant will respond in kind. * **Dynamic Filters**: Narrow results by only labels, region, sector, maturity, and more (e.g., _"Labeled solutions for energy efficiency in Europe"_). * **Solution Insights**: Deepdive about solution features, environmental benefits, and adoption challenges. Recommendations and Comparisons[](#recommendations-and-comparisons) * **Solutions Recommendations**: Get curated lists based on your specific problem or query. * **Comparisons**: Evaluate two or more solutions side-by-side to understand differences. * **Alternative Suggestions**: Explore similar or related solutions for broader perspectives. Additional Capabilities[](#additional-capabilities) * **Statistics**: Ask questions like _"How many solutions address greenhouse gas emissions?"_ or _"What sectors do your solutions cover?"_. * **Ranking and Ordering:** You can dynamically order solutions to get the most recent ones. * **Solution Explorer Understanding**: Explains the goal and Solutions coverage of the platform. * **General Domain knowledge:** The LLM contains general knowledge about cleantech & environmental challenges * * * ### [](#tips-and-best-practices-for-using-the-ai-explorer) **Tips and Best Practices for Using the AI Explorer** The AI Explorer is designed specifically to help you explore and find clean technology solutions tailored to your needs. To get the best results and make your experience seamless, follow these tips: 1 **Focus on Problem-Solution Queries** The assistant excels at helping you match solutions to specific problems. Formulate your query with a clear goal in mind. * Example: _"What solutions can reduce water consumption in agriculture?"_ * Example: _"Are there technologies to improve air quality in urban areas?"_ 2 **Explore Related and Alternative Solutions** If you're unsure about the best option, ask the assistant for related or alternative solutions. * Example: _"Do you have similar solutions to reduce carbon emissions in construction?"_ * Example: _"What other solutions address water recycling in manufacturing?"_ 3 **Leverage the Assistant for Comparisons** Use the assistant to compare solutions to understand their unique benefits and trade-offs. * Example: _"Compare two solar panel technologies in terms of cost and efficiency."_ * Example: _"How does Solution A differ from Solution B for reducing industrial emissions?"_ 4 **Refine Searches with Contextual Filters** Dynamically refine your searches using filters like region, sector, or application to target specific results. * Example: _"Show me labeled solutions for mobility in Europe."_ * Example: _"Find solutions from startups in the agrifood sector."_ 5 **Follow-Up for Deeper Insights** Engage with the assistant to dive deeper into specific solutions. It can provide detailed information about the solution, the company behind it, and its mission, ensuring a comprehensive understanding. **Example:** * **User**: _"Explain more about Solution A. What is the company behind it, and what is its mission?"_ * **AI**: _"Solution A is a precision irrigation system developed by AgriTech Innovations. The company specializes in sustainable agriculture technologies, aiming to reduce water consumption while boosting crop yields. Its mission is to empower farmers with tools that increase efficiency and support global food security while preserving natural resources."_ By providing these details, the assistant helps you better understand the solution's purpose, its creator, and the broader goals driving its development. This makes it easier to evaluate the solution's fit for your specific needs or interests. 6 **Simplify Complex Solutions** If a solution feels too technical, ask the assistant to simplify it. * Example: _"Explain this solution in non-technical terms."_ 7 **Use Context-Specific Examples** If you have a unique challenge, provide the context to get more relevant recommendations. * Example: _"How can small businesses reduce energy consumption?"_ * Example: _"What solutions exist for recycling construction waste in urban areas?"_ 8 **Stay Domain-Focused** The assistant specializes in clean technology solutions. Focus your queries on solutions, comparisons, and sector-specific insights. For unrelated general knowledge, the assistant will refer you to resources or contacts. 9 **General Knowledge Questions (Ad Hoc Use)** * While the assistant is designed for matchmaking solutions, it can also provide basic, domain-related general knowledge if necessary. * Example: _"What are the environmental benefits of solar energy?"_ * Example: _"What challenges are associated with implementing electric buses?"_ However, this should be secondary to its primary purpose of helping you explore the Solution Explorer's database. * * * ### [](#maximizing-your-experience) **Maximizing Your Experience** * Use the assistant to navigate specific cleantech challenges. * Delivers up-to-date, domain-specific information from Solar Impulse’s solution database. * Take advantage of its ability to refine queries, compare solutions, and suggest related options. * For further assistance or advanced queries, it can direct you to Solar Impulse Foundation’s support team at **solutions@solarimpulse.com**. By focusing on problem-solving and clean technology discovery, the assistant ensures you find actionable and impactful solutions tailored to your needs. * * * ### [](#common-use-cases) **Common Use Cases** Here’s how the assistant can help you tackle real-world challenges: 1. **Problem Solving**: * Query: _"How can I reduce water consumption in agriculture?"_ * Response: Recommends precision irrigation, rainwater harvesting, and low-water crops. 2. **Finding Specific Solutions**: * Query: _"Do you have information about the Phenix app?"_ * Response: Provides details about the solution and its benefits. 3. **Sector Overview**: * Query: _"What solutions are available in the mobility sector?"_ * Response: Lists solutions like EV charging stations, low-carbon fuels, and shared mobility systems. * * * ### [](#why-use-the-ai-explorer) **Why Use the AI Explorer?** * * * ### [](#why-the-ai-explorer-matters) **Why the AI Explorer Matters** The assistant is designed to address the unique challenges of the environmental sector. By understanding complex, context-specific queries, it breaks down barriers and connects users with actionable solutions. This ensures that users, regardless of expertise, can confidently find the innovations they need to make a difference and become an actor of change. ### [](#want-to-learn-more-about-the-ai-architecture) Want to learn more about the AI Architecture? **Precision and Relevance** * Delivers up-to-date, domain-specific information from Solar Impulse’s solution database. * Tailors responses to user-specific queries, ensuring relevance and usability. **Personalisation** * Context-Specific Responses: The assistant provides tailored recommendations when you specify your role (e.g., investor, policymaker, entrepreneur) and your needs. * Adaptable to Your Goals: By incorporating geographic, sectoral, or thematic details from your query, the assistant refines its suggestions to fit your specific context. **Time-Saving** * Provides actionable insights instantly, reducing the need for manual searches. * Understand and get an overview of a solution portfolio directly into view, no need to check solutions cards one by one **Ease of use** * Intuitive interface supports natural language input. * Streamlined workflows make it accessible to technical and non-technical users alike. [AI Architecture Overview](/resources/additional-resources/architecture) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FqMvRHnUVlRN1PcZw2ChL%252F421shots_so.png%3Falt%3Dmedia%26token%3Db503eb5d-910e-4511-a8a7-90b8a22db818&width=768&dpr=4&quality=100&sign=32797fd0&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252Fv1tBt6JIavijifTmvezv%252FScreenshot%25202024-12-03%2520at%252016.45.01.png%3Falt%3Dmedia%26token%3Db6548bdb-2644-4ccc-938c-6bd80ae7d7a1&width=1248&dpr=4&quality=100&sign=417ae65f&sv=2) --- # Report a bug | Solutions Explorer Resources * * * Encountering an issue? Help us improve the Solution Explorer by reporting any bugs or technical problems you come across. Your input is invaluable in ensuring a smooth and reliable experience for all users. **How to Report a Bug** To report a bug, please follow these guidelines to provide a clear and actionable report: * * * #### [](#bug-report-format) **Bug Report Format** 1. **Describe the Issue**: * Clearly explain what happened. * Include details about what you were trying to do when the issue occurred. _Example_: "When I searched for 'solar panels', the page did not load and displayed an error message." 2. **Steps to Reproduce**: * List the exact steps you took leading up to the issue. * Be as detailed as possible to help us replicate the problem. _Example_: 1. Go to the Solution Explorer homepage. 2. Enter "solar panels" in the search bar. 3. Click on the search button. 4. Observe the error message. 3. **Expected Behavior**: * Describe what you expected to happen. _Example_: "The search results for 'solar panels' should have been displayed." 4. **Actual Behavior**: * Explain what actually happened instead. _Example_: "The page remained blank, and an error message appeared." 5. **Additional Information**: * Include details such as: * Browser and device used (e.g., Google Chrome on Windows 10). * Date and time the issue occurred. * Screenshots or error messages, if available. * * * ### [](#bug-report-form) Bug report form #### [](#what-happens-next) **What Happens Next?** Our team will review your report and work on resolving the issue as quickly as possible. We may reach out for additional details if needed. Thank you for helping us improve the platform! [PreviousSubmit Feedback](/resources/additional-resources/feedback) [NextContact Support](/resources/additional-resources/contact-support) Last updated 3 months ago ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FVBo7cHj5GTVDzijtPJIK%252FScreenshot%25202024-12-03%2520at%252016.33.00.png%3Falt%3Dmedia%26token%3D88560284-7569-4ae6-a3e6-4cb1e1f23036&width=1248&dpr=4&quality=100&sign=208ca4c&sv=2) --- # AI Architecture Overview | Solutions Explorer Resources * * * Welcome to the architecture documentation for the Smart Search / AI Explorer. This section provides a high-level overview of how the system is structured and the technologies powering its intelligent search and retrieval capabilities. * * * ### [](#key-components) Key Components 🚀 Solution Database[](#solution-database) Every solution in our database is vectorized, enabling semantic understanding and advanced search functionalities. This preprocessing ensures that solutions can be effectively retrieved based on context, relevance, and similarity. * **Vectorization Model:** [`text-embedding-3-large`](https://openai.com/index/new-embedding-models-and-api-updates/) from [OpenAI](https://openai.com/) * **Vector Database:** Powered by [Typesense](https://typesense.org/) , optimized for hybrid search capabilities. 🔍 Search Engine[](#search-engine) The Smart Search utilizes a hybrid approach, combining **keyword-based search** with **semantic search** to maximize retrieval effectiveness: * **Keyword Search:** Traditional exact or partial matching for direct queries. * **Semantic Search:** Contextual matching using vector embeddings. * **Ranking Factors:** * Length of query * Weights assigned to keyword and semantic search results This approach ensures accurate and relevant results for both simple and complex queries. 🤖 AI-Powered Agent[](#ai-powered-agent) At the heart of the system is an adaptive **RAG (Retrieval-Augmented Generation)** agent that enhances interaction and search capabilities. The agent architecture includes: **LLM Layer** The agent leverages the [`**GPT-4o-mini**`](https://openai.com/index/gpt-4o-mini-advancing-cost-efficient-intelligence/) model for natural language understanding and response generation. **Vector Store Integration** The agent connects to the vector store to retrieve relevant context and solutions, ensuring precise and informative responses. **Adaptive Toolset** Unlike standard RAG implementations, the agent includes: * A layer of intelligence to determine the best tools to use for each request. * Integration with [**LangChain**](https://www.langchain.com/) **/**[**Langraph**](https://www.langchain.com/langgraph) for dynamic workflow execution. * Deployment on the [**LangSmith Platform Cloud**](https://www.langchain.com/langsmith) for scalability and reliability. 📝 Summarization and Token Control[](#summarization-and-token-control) To minimize costs and reduce environmental impact, the agent incorporates: * **Summarization:** Condenses retrieved information to optimize token usage before processing by the LLM. * **Token Control:** Limits token usage intelligently by summarizing conversations and deleting irrelevant messages to ensure efficient operation. This approach not only saves resources but also aligns with sustainability goals. 🔀 Agent Workflow[](#agent-workflow) The agent's workflow follows the architecture below: 1. **Start:** The user input is analyzed. 2. **Agent Decision:** The agent determines the best action using tools or interacting with the vector store. 3. **Summarization:** If required, retrieved data is summarized to reduce token consumption. 4. **Token Filtering:** Irrelevant or redundant data is filtered and removed. 5. **Error Handling:** If issues arise (e.g., recursion limits), the agent invokes an error handler. 6. **Final Response:** A concise and informative response is generated. * * * ### [](#system-workflow) System Workflow 1. **Query Processing:** * User inputs are processed to identify query type, length, and context. * Query is sent to the hybrid search engine. 2. **Retrieval:** * The vector database provides semantic matches. * Keyword matches are ranked and combined with semantic results. 3. **Agent Interaction:** * The RAG agent processes retrieved data. * Summarization reduces token usage for efficient LLM processing. * Adaptive tools may be invoked as needed. 4. **Response Generation:** * `GPT-4o-mini` generates natural language responses enriched by retrieved solutions. * * * ### [](#technical-stack) Technical Stack Component Technology Vectorization Model OpenAI `text-embedding-3-large` Vector Database Typesense Search Engine Hybrid (Keyword + Semantic) AI Agent Framework LangChain / LangGraph Deployment Platform LangSmith Platform Cloud LLM `GPT-4o-mini` Summarization LangGraph Summarization Tools For detailed implementation instructions, refer to the Technical key feature sections: [PreviousSolutions Interaction](/resources/key-features/solutions-interaction) [NextFAQs](/resources/additional-resources/faqs) Last updated 28 days ago [Smart Search](/resources/key-features/smart-search) [AI Explorer](/resources/key-features/ai-explorer) Langraph architecture as displayed in Langraph Studio ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FzMEmzLvSx0328leOWD4q%252FScreenshot%25202024-11-29%2520at%252010.27.15.png%3Falt%3Dmedia%26token%3Db01de888-7f62-4597-9d87-dd313b5b1c71&width=768&dpr=4&quality=100&sign=57b59e12&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FQA8XB3FhXTXsDl2SjFwQ%252FScreenshot%25202024-12-03%2520at%252016.32.50.png%3Falt%3Dmedia%26token%3Da163c619-7f55-4477-8a50-1b526919319f&width=1248&dpr=4&quality=100&sign=a1bfe9fd&sv=2) --- # Quickstart | Solutions Explorer Resources * * * [PreviousWhat is the Solutions Explorer?](/resources/introduction/what-is-solution-explorer) [NextSmart Search](/resources/key-features/smart-search) Last updated 26 days ago ### [](#id-1.-login-or-signup) 1\. Login or Signup In order to get the full Solution Explorer's experience, we strongly advise you to [Login](https://solarimpulse.com/my-login) or [Create your profile](https://solarimpulse.com/account-type) on our website. While the standard smart search is available to all visitors, several features like the AI Assistant or Solutions Interactions are kept behind a log-wall. ### [](#id-2.-access-the-showcase) 2\. Access the showcase You can access [the showcase view](https://solarimpulse.com/solutionsexplorer/showcase) and browse the key new functionalities directly from here. On this page you can perform a search, or get a global overview of: 1. A sample of our **Solutions Collections**: those are high level & ready-made thematic or geographic portfolios. 2. Our latest **Labelled Solutions**: more about the label [here.](https://solarimpulse.com/label) 3. The latest **Use Cases**: those are articles written internally or by innovators to demonstrate their adoptions by clients. 4. Our latest **Initiatives**: Similar to collections, these are portfolios of solutions that we used for specific projects. ### [](#id-3.-perform-your-first-search) 3\. Perform your first search You can now perform your first search using our Smart Search feature. Find the search bar on the showcase page and input a search query. This new smart search lets you find solutions not only by keyword but also by context or intent. This enables you do be more natural and verbose in your searches and still get relevant results #### [](#query-ideas) 💡 Query Ideas Behind the scenes the smart search is using an Hybrid approach leveraging both standard key word match as well as Semantic matching. Learn more about Semantic Search [here.](https://en.wikipedia.org/wiki/Semantic_search) You can now freely browse your search results! The colour of the card of the solution is dependent of the solution type. Red solutions are **Products** Orange solutions are **Services** Blue solutions are **Processes** Green solutions are **Behaviours** Grey solutions are **Policies** ### [](#id-4.-lookup-a-solution-page) 4\. Lookup a Solution Page Click on a solutions you find interesting. You can now view a solution page. Every page starts with the solution name, then a clear one sentence description. Then, you have the stage at which the solution is, which lets you see whether a solutions is labeled or not. This is followed by several informations about the solution and company behind it, like it's labelling date, company name, country of origin as well as maturity stage. Then, a supporting section explaining further the concept of the solution, the key features (environmental and financial) are further detailed. Finally, you can discover several tags associated with the solutions, the profile of the company, as well as related solutions. You can share any solution on your social medias platform by using the relevant links at the bottom of any solution page. ### [](#id-5.-refine-your-search-with-a-filter) 5\. Refine your search with a filter Now, go back using the upper left button to the smart search view. Locate on the right side the panel: **\+ Filters** After clicking on it, you should see a filtering panel sliding into view For more informations about the smart search feature, including the filters at your disposal, you can check out the dedicated section ### [](#id-6.-switch-to-use-cases) 6\. Switch to Use Cases On the standard solutions view, you have a **toggle switch** that enables you to switch view between solutions and use cases. Use case are a new addition, they are articles, linked to our solutions portfolio, that demonstrate their real world applications. Note that when performing a search, we query on both solutions and use case at anytime, offering you the opportunity to switch from one view or the other with only one search performed. A range of filters is also available specific to the use cases. You can filter by a range of possibilities including the solution provider, country, city, client and others. An interactive map enables you to visualise the localisation of each use case as displayed on the left panel. For more informations about our use cases, you can deepdive using the following link: ### [](#id-7.-try-out-the-ai-explorer) 7\. Try out the AI Explorer You have up to 5 queries to the AI Explorer per day. Log in to use the AI Explorer without queries limit. Our brand new AI Explorer is powered by an intelligent conversational agent utilising retrieval-augmented generation (RAG), it revolutionises how you discover clean technology solutions. > By effectively breaking down barriers, it's like having an expert operations person available to chat and assist you 24/7! You can access the AI Explorer using the showcase landing page or directly on the navbar Explorer > AI Explorer. When clicking and accessing the AI Explorer, you'll arrive on its landing page where several suggested queries appear. On the prompt, you can input any queries that you would on the default smart search, but you can even go further than in the traditional search! Example of prompts: In order to learn the full list of features of the AI Explorer, you can access the detailed list of feature on the link below. ### [](#id-8.-browse-our-collections) 8\. Browse our Collections Collections are a new way of browsing bundles of solutions under a specific thematic, crafted by SIF Team members, they provide a good entry point to see solutions portfolio without the need for manual search. To access a collections, you can either select it from the landing page "Showcase", or use the navbar under Explore > Collections. ### [](#id-9.-discover-our-initiatives) 9\. Discover our Initiatives Similar to collections initiatives are a portfolio of solutions that was selected by the Solar Impulse Foundation for specific projects. Access the Initiatives from the landing page "Showcase" or browse our full list of initiatives with the navbar under Explore > Initiatives [](https://solarimpulse.com/solutions-explorer?solutionrewrites_production%5Bquery%5D=Solutions%20to%20improve%20water%20access%20in%20rural%20Africa) [](https://solarimpulse.com/solutions-explorer?solutionrewrites_production%5Bquery%5D=Solutions%20to%20insulate%20a%20home) [](https://solarimpulse.com/solutions-explorer?solutionrewrites_production%5Bquery%5D=Reduce%20food%20waste%20in%20restaurants%20) I'm an individual looking to reduce the electricity consumption of my home → How many labeled solutions from France are available in your database? → Compare me the solutions too good to go and Phenix app, what are their key differences ? → Solutions to improve water access in rural Africa → Solutions to insulate a home → Reduce food waste in restaurants → [Smart Search](/resources/key-features/smart-search) [Use cases](/resources/key-features/use-cases) [AI Explorer](/resources/key-features/ai-explorer) [Collections](/resources/key-features/collections) [Initiatives](/resources/key-features/initiatives) You can choose the Solutions Explorer account type if you do not want quick access and not associate a company profile. The showcase page lets you quickly search for relevant An example of a labeled solution page. The filter Slider The default view of the use case page after using the switch. View of the default Assistant Landing page The full view of collections available for browsing. ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FbIvq8YxTYcSBXpKU0hWw%252FScreenshot%25202024-11-26%2520at%252017.03.52.png%3Falt%3Dmedia%26token%3D6faa0b75-3c45-4450-aa1e-c164291d387c&width=768&dpr=4&quality=100&sign=a25ebbe9&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FOm6sRhJBGwimEiRfixQE%252FScreenshot%25202025-02-10%2520at%252010.31.42.png%3Falt%3Dmedia%26token%3Dfd52639a-96e9-4d0a-8dce-1354def6e357&width=768&dpr=4&quality=100&sign=450fed85&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FSNPi6f8u6CVxAvfBuAJd%252FScreenshot%25202025-02-10%2520at%252010.36.39.png%3Falt%3Dmedia%26token%3Da1f72c96-7c98-48cd-9ac7-9e2e98f97b1b&width=768&dpr=4&quality=100&sign=753cb39f&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FRzbZ7kq59T48VXnT7Vc9%252FScreenshot%25202024-11-26%2520at%252018.17.06.png%3Falt%3Dmedia%26token%3D4cedd161-dd4c-4a89-850b-bbd3a887ff84&width=768&dpr=4&quality=100&sign=928345bc&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252Flfca12Ba91vrpcbp2WOt%252FScreenshot%25202024-11-26%2520at%252018.26.35.png%3Falt%3Dmedia%26token%3D12a37ce9-c9dc-47f6-ba01-72d6b348c651&width=768&dpr=4&quality=100&sign=36a228ea&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FvWKaWloYonZ68WQROerl%252FScreenshot%25202025-02-10%2520at%252010.37.33.png%3Falt%3Dmedia%26token%3De4122bf5-2e38-4ae2-8623-556a78ee6a2b&width=768&dpr=4&quality=100&sign=852eac77&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FSQC7uy1uCt2rwepxFFOe%252FScreenshot%25202025-02-10%2520at%252010.25.48.png%3Falt%3Dmedia%26token%3D5f7e6ebd-43f9-4370-9693-518268243183&width=768&dpr=4&quality=100&sign=7d4f5e79&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FSAs16c35feJF7q4BVs5w%252FScreenshot%25202024-11-26%2520at%252017.45.10.png%3Falt%3Dmedia%26token%3D7cd27362-f13c-430e-9a80-bd3f73547f43&width=768&dpr=4&quality=100&sign=9a1f2c40&sv=2) ![](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FQ4gPs1hx5Gc5seFW2yI2%252FScreenshot%25202024-11-28%2520at%252017.16.41.png%3Falt%3Dmedia%26token%3D98c76b98-e891-4cb9-8da1-49617e2156c9&width=768&dpr=4&quality=100&sign=d4f67bce&sv=2) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252Fr43iqHza5mpRUHQYrQkn%252FScreenshot%25202024-12-03%2520at%252016.32.07.png%3Falt%3Dmedia%26token%3D92b1f267-b49b-4529-a159-afc32da76c34&width=1248&dpr=4&quality=100&sign=10ea0fe9&sv=2) --- # FAQs | Solutions Explorer Resources * * * #### [](#general-questions) ℹ️ **General Questions** What is the Solutions Explorer AI Platform?[](#what-is-the-solutions-explorer-ai-platform) The Solutions Explorer is a next-generation search platform designed to empower decision-makers, innovators, and organizations with access to transformative cleantech solutions. Built on the Solar Impulse Foundation's Solutions Explorer, it represents the evolution of years of research and development into an intuitive, AI-powered tool for finding, evaluating, and adopting technologies that address global environmental challenges while driving economic progress. For more information visit [What is the Solutions Explorer?](/resources/introduction/what-is-solution-explorer) How can I access the Solutions Explorer?[](#how-can-i-access-the-solutions-explorer) You can access the Solutions Explorer on the Solar Impulse Foundation's [website](https://solarimpulse.com/) . Alternatively, you can access the Solution Explorer directly using [this link](https://solarimpulse.com/solutions-explorer/showcase) . Is the Solutions Explorer free to use?[](#is-the-solutions-explorer-free-to-use) The Solar Impulse Foundation being a non-profit, we provide the Solutions Explorer free of charge to any user. However, we require a free user signup to access our most advanced features on the platform. Do I need an account to use the Solutions Explorer?[](#do-i-need-an-account-to-use-the-solutions-explorer) No, you don't need an account to use the Solutions Explorer. You can browse all the solutions freely as a an unauthenticated user. However, features like the saving solutions as favorites requires an account. What are the new changes compared to the previous version?[](#what-are-the-new-changes-compared-to-the-previous-version) We've integrated several changes in this version: * AI is now used to perform searches both on the devault solutions and use case browsing. * We've introduced use cases, linked to solutions to showcase the implementation of solutions * We've created Collections, which are bundled portfolios of solutions by thematic * We've added a new landing page to showcase the Solutions Explorer new features Who can benefit from using the Solution Explorer?[](#who-can-benefit-from-using-the-solution-explorer) * **For Businesses**: Discover cost-efficient materials for thermal insulation or precision irrigation technologies. * **For NGOs**: Identify solutions tailored to providing water in developing regions. * **For Policymakers**: Explore technologies for large-scale land use reduction or renewable energy adoption. * **For Individuals**: Get inspired by solutions, technical or behavioral, that you can implement today in your lifestyle and reduce your impact. #### [](#features-and-functionality) ⚙️ **Features and Functionality** Am I restricted in the number of searches?[](#am-i-restricted-in-the-number-of-searches) No, we do not impose restrictions on the number of searches you can perform. However, all users must adhere to the **Terms and Conditions of Use** and respect the system’s intended functionality. Specifically: 1. **Fair Usage Policy:** Users are expected to use the search system responsibly. Overloading the system with excessive or automated requests, or attempting to maliciously saturate the server, is strictly prohibited. 2. **Monitoring and Enforcement:** To ensure the platform remains accessible to all, we carefully monitor system usage. If we detect behavior that constitutes abuse or violates our Terms and Conditions, such as attempting to overload the server, we reserve the right to take appropriate action. 3. **Access Restrictions:** In cases of abuse, actions may include limiting a user’s access or implementing an **access ban** to safeguard the platform’s stability for other users. By using the system, you agree to use it responsibly and in compliance with our Terms and Conditions. If you have any questions about proper usage, feel free to contact our support team. For more information about our terms and conditions, please visit: [Terms and Conditions](/resources/additional-resources/terms-and-conditions) How does the Smart Semantic Search work?[](#how-does-the-smart-semantic-search-work) The Smart Semantic Search uses advanced AI to understand the meaning behind your query, not just the exact words you type. This is called **semantic search**, which helps find relevant solutions even if they don’t match your exact keywords. For example, searching for “eco-friendly home insulation” might show results for “sustainable insulation materials.” The system uses a **hybrid approach**: * **Keyword Search**: Finds exact or partial matches for your words. * **Semantic Search**: Uses AI to understand the context and meaning of your query. Powered by **OpenAI’s text-embedding model** and **Typesense**, it combines these methods to give you fast and accurate results, whether your query is simple or complex. What are Collections, and how can I use them?[](#what-are-collections-and-how-can-i-use-them) **Collections** are curated bundles of solutions grouped by specific themes or filters, such as **Behavioral Solutions**, **Solutions from Africa**, or other categories. They serve as high-level entry points for browsing the database without needing to perform a specific search. Curated by our team, these Collections allow you to: * Quickly explore solutions within a particular theme or interest. * Discover insights and innovations grouped by region, sector, or focus area. * Access relevant solutions without needing detailed queries. Simply select a Collection that interests you to start browsing and find inspiration! How can I browse solution implementations on the map?[](#how-can-i-browse-solution-implementations-on-the-map) We’ve added a feature to the default solution search that allows you to browse solutions' **use cases** on a map. Here’s how it works: * Use the **switch** in the search interface to toggle to the map view. * Explore implementation stories geographically using our **Mapbox-powered map**. * Search and filter use cases by region, client to find relevant implementations near you or around the world. This feature makes it easy to visualize real-world applications of our solutions and find location-specific insights. Does the platform support multiple languages?[](#does-the-platform-support-multiple-languages) Yes, the AI Assistant supports queries in any language. However, we recommend using **English** for the best experience and accuracy. The platform’s general localization is available in **English**, **French**, **Italian**, and **German**, ensuring users can explore solutions in these key languages. We advise to use the right localisation with the right prompt/search for the best experience. How can I stay updated on new features and solutions?[](#how-can-i-stay-updated-on-new-features-and-solutions) Create a [**Solution Explorer account**](https://solarimpulse.com/account-type) to stay informed! By signing up, you’ll receive notifications about: * **New solutions** added to the platform. * **Feature updates** or new releases to enhance your experience. * General platform improvements and announcements. It’s the easiest way to ensure you’re always up-to-date with the latest innovations and tools available. #### [](#solution-listings) 🚀 **Solution Listings** I want to be featured on the Solution Explorer. How can I apply?[](#i-want-to-be-featured-on-the-solution-explorer.-how-can-i-apply) To have your solution featured on the Solution Explorer, follow these steps: 1. **Sign Up**: Join the [World Alliance for Efficient Solutions](https://solarimpulse.com/submit-a-solution) by creating an account and completing your company profile. 2. **Submit Your Solution**: * Log in to your account and click on “Create a Solution” to access the Solution Submission Form. * Complete **Part 1** of the form, providing essential details about your solution. This typically takes 20-40 minutes. * Submit Part 1 for review. If validated, your solution will be displayed on the Solution Explorer as a Featured Solution. 3. **Apply for the Efficient Solution Label** (Optional but Recommended): * After your solution is featured, proceed to **Part 2** of the submission form, accessible via your Dashboard. This section requires more detailed information and may take several hours to complete. * The Solar Impulse Foundation’s Technical Team will review your submission. If it meets the criteria, it will be evaluated by independent experts. * Upon successful evaluation, your solution will receive the Solar Impulse Efficient Solution Label, enhancing its credibility and visibility. For more information on the application process and benefits, visit the [Submit a Solution](https://solarimpulse.com/submit-a-solution) page. _Note: The entire process, including evaluation, can take up to 14 weeks, depending on the completeness of your submission and the availability of experts._ Can I suggest a solution that is not currently listed?[](#can-i-suggest-a-solution-that-is-not-currently-listed) Yes, absolutely! If you know of a solution that is not yet listed, you can: 1. **Reach Out to Our Team**: Send an email to **alliance@solarimpulse.com** with details about the solution you’d like to suggest. 2. **Contact the Solution Provider**: Encourage the solution provider to submit their solution directly by following the process outlined on our [Submit a Solution](https://solarimpulse.com/submit-a-solution) page. We’re always looking to feature innovative solutions and appreciate your contributions! I have other questions regarding the Labelling process.[](#i-have-other-questions-regarding-the-labelling-process) If you have specific questions about the labelling process, you can go to [our dedicated FAQ page on the Solar Impulse's website](https://solarimpulse.com/faq/solution-application) . #### [](#privacy-and-data-usage) 🔒 **Privacy and Data Usage** Can the Solar Impulse Foundation view my searches on the platform?[](#can-the-solar-impulse-foundation-view-my-searches-on-the-platform) Yes, the Solar Impulse Foundation monitors search activity and platform usage to enhance functionality and improve the user experience. Here’s how your data is handled: 1. **Search and Usage Monitoring**: * All searches and interactions with the assistant are logged for analysis and stored in our private database. * Cookies are used to track website usage and session activity. 2. **Assistant Monitoring**: * Data from interactions with the AI Assistant is monitored through the LangSmith platform, ensuring continuous improvement and reliability. 3. **Purpose of Monitoring**: * To improve search accuracy and refine features based on user behavior. * To optimize user experience by analyzing platform activity and preferences. Rest assured, all data is handled in compliance with privacy policies, and no personal information is shared or used for purposes beyond platform enhancement. For more details, refer to our [**Privacy Policy**](https://solarimpulse.com/pdf/Solar_Impulse_Foundation_Website_Privacy_Policy_10.2017.pdf) . How is my personal data protected?[](#how-is-my-personal-data-protected) The Solar Impulse Foundation takes the protection of your personal data seriously. Here’s how we ensure your information remains secure: 1. **Data Collection and Use**: * We collect only the necessary personal data to provide services, improve user experience, and monitor platform functionality. * Data such as IP addresses, access times, browser types, and interactions with the platform may be collected. 2. **Storage and Security**: * Personal data is stored securely in compliance with applicable data protection regulations. * We implement robust security measures, including encryption and access controls, to protect your data against unauthorized access or disclosure. 3. **Use of Cookies**: * Cookies are used to track website usage and improve functionality. You can manage your cookie preferences through your browser settings. 4. **Third-Party Services**: * Monitoring of interactions with the AI Assistant is performed through trusted third-party platforms like LangSmith, which also comply with data protection standards. 5. **Privacy Policy Compliance**: * All data handling is conducted in strict adherence to our [Privacy Policy](https://solarimpulse.com/pdf/Solar_Impulse_Foundation_Website_Privacy_Policy_10.2017.pdf) , which details your rights, including access, correction, and deletion of your personal data. 6. **Your Rights**: * You have the right to request access to your personal data, ask for corrections, or request the deletion of your information at any time. For further information, please review our **Privacy Policy** or contact us directly for assistance. What are the terms and conditions of using the Solution Explorer?[](#what-are-the-terms-and-conditions-of-using-the-solution-explorer) You can access the terms & conditions of the Solutions Explorer on this section [Terms and Conditions](/resources/additional-resources/terms-and-conditions) #### [](#technical-support) 👩🏻‍💻 **Technical Support** What should I do if I encounter technical issues?[](#what-should-i-do-if-i-encounter-technical-issues) If you experience any technical issues while using the Solution Explorer, please take the following steps: 1. **Check the Support Page**: [Contact Support](/resources/additional-resources/contact-support) for contacting our team and troubleshooting tips. 2. **Report a Bug**: If the issue persists, you can report a bug directly to our team by: * Filling out the **Bug Report Form** available on the support page: [Report a bug](/resources/additional-resources/report-a-bug) . * Providing as much detail as possible, including the steps to reproduce the issue, screenshots (if applicable), and your contact information. Our team will review your report and work to resolve the issue as quickly as possible. Thank you for helping us improve the platform! Are there tutorials or user guides available?[](#are-there-tutorials-or-user-guides-available) Yes! To get started quickly and learn how to use the platform effectively, refer to [Quickstart](/resources/getting-started/quickstart) The Quickstart Page provides: * Step-by-step guides for navigating the Solution Explorer. * Tips on using search features and filters. * Instructions on exploring collections and map-based implementations. Who can I contact for further questions or feedback?[](#who-can-i-contact-for-further-questions-or-feedback) Depending on your request, you can reach out through the following channels: 1. **Feedback**: Share your thoughts or suggestions via our [Submit Feedback](/resources/additional-resources/feedback) **Page**. 2. **Technical Issues or Bug Reports**: If you encounter any technical problems, visit the [Report a bug](/resources/additional-resources/report-a-bug) **Page** to provide details. 3. **General Support**: For other inquiries or assistance, contact us through the [Contact Support](/resources/additional-resources/contact-support) **Page**. Our team is here to help and values your input to improve the platform! #### [](#additional-resources) **Additional Resources** Are there opportunities to partner with the Solar Impulse Foundation?[](#are-there-opportunities-to-partner-with-the-solar-impulse-foundation) Yes, the Solar Impulse Foundation actively seeks partnerships with organizations that share its commitment to promoting clean and profitable technological solutions to tackle climate change. Collaborating with the Foundation can involve various forms of engagement, including: * **Corporate Partnerships**: Aligning with companies to identify, assess, and scale up profitable solutions for environmental and energy transitions. For example, the Foundation has partnered with organizations like Bouygues to promote sustainable technologies. * **Public Partnerships**: Engaging with governmental bodies and regions to support cleantech companies and showcase the region as a key actor in the cleantech sector. The Foundation has collaborated with regions such as Île-de-France and Grand Est to advance sustainable initiatives. * **Collaborations with NGOs and Institutions**: Working alongside non-governmental organizations and institutions to foster the adoption of clean technologies across various sectors. Partnerships with entities like Movin'ON focus on fostering clean technology solutions for sustainable mobility. To explore partnership opportunities, please visit the [Partners](https://solarimpulse.com/our-partners) page on the Solar Impulse Foundation's website. Here, you can find detailed information about existing partnerships and the collaborative efforts undertaken to promote sustainable solutions. For direct inquiries or to propose a partnership, you can contact the Foundation through the contact information provided on [our website](https://solarimpulse.com) . Engaging with the Solar Impulse Foundation offers a platform to contribute to the global effort in addressing climate change through innovative and efficient solutions. [PreviousAI Architecture Overview](/resources/additional-resources/architecture) [NextSubmit Feedback](/resources/additional-resources/feedback) Last updated 29 days ago [Contact Support](/resources/additional-resources/contact-support) ![Page cover image](https://solutions-explorer.gitbook.io/~gitbook/image?url=https%3A%2F%2F1292220741-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FKGAN4ko2qLFQDMJgRgce%252Fuploads%252FVBo7cHj5GTVDzijtPJIK%252FScreenshot%25202024-12-03%2520at%252016.33.00.png%3Falt%3Dmedia%26token%3D88560284-7569-4ae6-a3e6-4cb1e1f23036&width=1248&dpr=4&quality=100&sign=208ca4c&sv=2) --- # Smart Search | Solutions Explorer Resources * * * --- # What is the Solutions Explorer? | Solutions Explorer Resources * * * --- # Quickstart | Solutions Explorer Resources * * * ---