metadata: {"signature": "0x9107d783d9b115d02faac20757e90cc6238e462609febcf62e8862e913e9b3591e907206747d7dc59358e67ef70ef6152a571c02333d436d453bd7243345cb231b", "application": {"round": "0x7492a8c4ed29b1f1559888bd832fae5d33e10370", "answers": [{"type": "email", "hidden": true, "question": "Email Address", "questionId": 0, "encryptedAnswer": {"ciphertext": "SkjSVgQiHUy4mdbXCPlNpZ+T1jDwL8j1sHOmIvauAEPzfoQTkVuoyx1hvxAlM7ug", "encryptedSymmetricKey": "28373229070e15dd104c9f969fee8db63ad10e610080d3d616c8740b6d31f009a4568bb9a24e633c30630ecfe4f20e189a05f31eb7031e0650a26190d1cfe653948b22e06a52501609706812d7d6eade18e6c97d10343b02eb7503f62f778ab76879add44e84cc6d2fde3a7778b7986dca14b5290bc97437e3fca0a75122b0ef00000000000000209f233a927f5cffdd176054a508061cbce3cf6421a4428e8b0e86257606a37bca3063ea60007841e51af4c0ee78852f80"}}, {"type": "paragraph", "answer": "The project has allowed donors in the inaugural Gitcoin Citizens Round and GG18 Climate Round to discover grantees using a conversational experience. 102 unique users used the Citizens Round app. The GG18 Climate Round app was used by 48 unique users.", "hidden": false, "question": "What impact do you hope to have (or have had) on the Gitcoin Community with this project? How do you measure your impact? (e.g. viewers, forks, branches, likes)", "questionId": 1}, {"type": "multiple-choice", "answer": "Work Done (retroactive)", "hidden": false, "question": "Are you applying for funding for work done, proposed, or both?", "questionId": 2}, {"type": "paragraph", "answer": "Each link includes an AI-based conversational experience built using grantee information in respective rounds to allow donors to learn, explore, and make informed decisions.\n\nApp for Giticoin Citizens Round: https://gitcoin-citizens-round.streamlit.app/\n\nApp for GG18 Climate Round: https://gg18-llm.streamlit.app/", "hidden": false, "question": "If you have work completed, please describe it below and include links where possible:", "questionId": 3}, {"type": "paragraph", "answer": "Total effort estimate: 250 hours\n- Expand scope to include all core rounds for GG19\n- Improve ability to filter projects based on specific attributes\n- Utilize logging to understand patterns in user queries and gain any insights for improving donor communications as part of the Gitcoin MMM workstream", "hidden": false, "question": "If you have work you are planning to do, please describe it below and include estimates of how much time (in hours) you expect it will take: ", "questionId": 4}, {"type": "paragraph", "answer": "No previous funding.", "hidden": false, "question": "Has this work been previously funded? If so, by who and for how much? ", "questionId": 5}, {"type": "multiple-choice", "answer": "Yes", "hidden": false, "question": "Are you working on this as an individual?", "questionId": 6}], "project": {"id": "424:0xDF9BF58Aa1A1B73F0e214d79C652a7dd37a6074e:104", "title": "GrantsScope - Grantee Discovery Using LLMs", "logoImg": "bafkreidtsoqqfnjrpdjmxqmz6f7by7sjjnkitvy4hqde6chibh6xgvjgtu", "metaPtr": {"pointer": "bafkreiadydee6jtnora66afshrktbzpiylsu5eguayz6hlenyt376ibm5m", "protocol": "1"}, "website": "https://gov.gitcoin.co/t/gg18-grantee-discovery-using-llm-enabled-conversations/16192", "bannerImg": "bafkreigg2mflcr6lbbd66n6wwwttdcogfpwjzvsxybhojqkr3sirczvd3e", "createdAt": 1695727303952, "userGithub": "rohitmalekar", "credentials": {}, "description": "Note: This grant application is entirely for retroactive funding for existing AI utilities.\n\nAs Gitcoin Grants scale, it becomes important to improve the discoverability of projects for the effective distribution of public goods funding. With the advent of LLMs (Large Language Models), we can reduce information asymmetry for donors to make an informed choice. \n\n## What?\nGrantsScope is an AI-based conversational experience for Gitcoin Grants donors to discover value and impact-aligned grantees.\n\n## Why?\nAn experience that matches the user\u2019s style and pace to discover content is more effective than relying solely on pre-defined information hierarchies. By surfacing relevant content programmatically, projects without a strong marketing muscle can have a level playing field with others.\n\n## Proof of Impact\n\n### Product #1: Citizens Round I\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.39.23%20PM.png)\n\n- **Live application link:** https://gitcoin-citizens-round.streamlit.app/\n\n- **Description:** Focused on the grantees in the inaugural Gitcoin Citizens Round, you can inquire about a grantee's impact, search for projects on a topic you care about, or even get a song written about your favorite public greats!\n\n- **Sample output:**\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.42.05%20PM.png)\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.49.23%20PM.png)\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.44.04%20PM%201.png)\n\n- **Usage**: 100+ unique users\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.53.13%20PM.png)\n\n### Product #2: GG18 Climate Round\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.55.55%20PM.png)\n\n- **Live application link:** https://gg18-llm.streamlit.app/\n\n- **Description:** A ChatGPT-like experience to explore grantees in the climate round of GG18. New features added:\n\t- Conversational memory to facilitate conversations like ChatGPT\n\t- User feedback capture (using \ud83d\udc4d and \ud83d\udc4e) \n\t- Improved response quality by porting the codebase to Langchain for granular control\n\t- Improved performance by using vector database instead of flat files\n\n- **Sample Output:**\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%204.11.14%20PM.png)\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%204.11.29%20PM.png)\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%204.11.38%20PM.png)\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%204.11.47%20PM.png)\n\n- **Usage**: 45+ unique users\n\n![](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%204.44.53%20PM.png)\n\n## Roadmap\n- Expand scope to include all core rounds for GG19\n- Improve ability to filter projects based on specific attributes\n- Utilize logging to understand patterns in user queries and gain any insights for improving donor communications as part of the Gitcoin MMM workstream\n\n## The Moonshot\nDecentralized communities at times have the same information silos as centralized orgs, not as a result of access but the difficulty of discovery. Persistent information asymmetry leads to long-term damage in building a sustainable culture. \n\n> **Information silos create cultural silos.** \n\nThe lessons learnt from this project can be fed to solve the larger problems in discovering actionable content in decentralized communities, such as contributor onboarding and analysis paralysis in governance.", "lastUpdated": 0, "projectTwitter": "rohitmalekar"}, "recipient": "0x2dd2036C9Db2ADA2739509AF0047c00C8b9291EF"}}