Details https://potlock.notion.site/RFP-Agent-Inverted-Proposals-dd7e9bdb1a5445a484a7eacf12513679?pvs=74 or https://aipgf.com/rfp-agent\\n\\n\\n### Overview\\n\\nThe AI-PGF program seeks to fund agents that utilize AI and large language models (LLMs) / trained SLMs in conjunction with on-chain information to automate funding processes within grant workflows. This proposal outlines the development of an RFP (Request for Proposal) agent designed to streamline the creation, management, and execution of RFPs based on ecosystem needs and available funding. The agent will enhance the efficiency and effectiveness of funding workflows by integrating with existing systems and providing a user-friendly interface.\\n\\n### Key Features\\n\\n1. **Automated RFP Generation**:\\n    - The agent will be trained on historical project data and existing RFPs from the AI-PGF forum (stored on-chain in the `forum.potlock.near` contract).\\n    - It will generate RFPs based on user input regarding ecosystem needs and funding availability.\\n2. **User Interaction**:\\n    - Program managers can input context about program or ecosystem needs.\\n    - The agent will output RFPs in a standard format, including funding amounts, deadlines, and product requirements.\\n3. **On-Chain Integration**:\\n    - Authorized users can cast actual RFPs on-chain. (See forum.potlock.near and forum.potlock.testnet) add_rfp method\\n    - The agent will pull data from the AI-PGF forum contract to ensure consistency and relevance.\\n4. **Bonus Features**:\\n    - Training on existing RFPs to improve the quality and relevance of generated RFPs.\\n    - Ability to check and validate RFP details before casting them on-chain.\\n\\n### User Flow\\n\\n1. **Input Context**:\\n    - Program managers provide context about program or ecosystem needs.\\n    - The agent leverages this context to tailor the RFPs.\\n2. **Generate RFP**:\\n    - The agent outputs a standard RFP format, including essential details like funding amount, deadlines, and product requirements.\\n3. **Review and Cast**:\\n    - Authorized users review the generated RFPs.\\n    - Once approved, RFPs are cast on-chain for builders to respond.\\n\\n### Requirements\\n\\n- **Open API and Open Source**:\\n    - The agent will be built as an open API and open source project, hosted on GitHub under the MIT License or a similarly permissive license.\\n    - All model weights used for training will be open-sourced.\\n- **Documentation**:\\n    - Comprehensive documentation will be provided to ensure ease of use and implementation.\\n\\n<aside>\\n\\u{2139}\\u{fe0f} We want to make sure we can use this product directly into AIPGF Program, so leveraging on chaizn data.\\n\\n</aside>\\n\\n### Limitations\\n\\n- **Standardization**:\\n    - A standard RFP format is required to ensure consistency.\\n    - Context about funders or ecosystem needs must be provided, either on-chain or stored locally.\\n\\n### RFP Standard\\n\\nTo ensure consistency and clarity, the following standard format for RFPs will be adopted:\\n\\n1. **Title**:\\n    - A clear and concise title for the RFP.\\n2. **Introduction**:\\n    - Brief overview of the funding program and its objectives.\\n3. **Scope of Work**:\\n    - Detailed description of the project requirements and expected deliverables.\\n    - Specific tasks and milestones to be achieved.\\n4. **Eligibility Criteria**:\\n    - Qualifications and experience required for applicants.\\n    - Any specific criteria that must be met.\\n5. **Funding Details**:\\n    - Total amount of funding available.\\n    - Breakdown of funding allocation, if applicable.\\n6. **Timeline**:\\n    - Key dates and deadlines, including submission deadlines and project completion dates.\\n7. **Submission Requirements**:\\n    - Required documents and information to be included in the proposal.\\n    - Format and method of submission.\\n8. **Evaluation Criteria**:\\n    - Criteria and process for evaluating proposals.\\n    - Weightage of different evaluation factors.\\n9. **Contact Information**:\\n    - Contact details for queries and further information.\\n\\n### Ideas\\n\\n1. **Training Based on Support Tickets**:\\n    - Incorporate data from support tickets to identify common issues and areas for improvement in the RFP process.\\n    - Use this data to train the agent for better accuracy and relevance.\\n2. **Integration with Project Recommendation Engine**:\\n    - Utilize the [Project Recommendation Engine](https://www.notion.so/Project-Recommendation-Engine-aea66ee6299742038633a4e5241ff811?pvs=21) to create RFPs based on on-chain traction of projects.\\n3. **Ecosystem Context**:\\n    - Leverage the [Program Generation](https://www.notion.so/Program-Generation-82187f1ada8d4e3b94f35b013e2dba65?pvs=21) Agent and [Allo-matic](https://www.notion.so/Allo-matic-f9506ad3b52d4a76bc88c1dddab081c9?pvs=21) for contextual information about the ecosystem.\\n\\n### Questions\\n\\n- **Ecosystem Needs**:\\n    - What constitutes \\\"ecosystem needs\\\"? This refers to the ability to save context about the funder\\\'s ecosystem, including overall objectives and supported fields for this type of funding.\\n- **Parameters**:\\n    - Relevant factors include the amount of funding available, project ideas, required level of background and experience, and timeline.\\n\\n### Resources\\n\\n- **RFP Section in AI-PGF Forum Contract**:\\n    - The agent will utilize the RFP section in the AI-PGF forum contract https://github.com/PotLock/aipgf/blob/e3c4a686b80b9378f52a4c0ea6bbb8c137f42222/src/lib.rs#L161 to pull relevant data.\\n- **Related Agents**:\\n    - The agent can integrate with the  [Project Recommendation Engine](https://www.notion.so/Project-Recommendation-Engine-aea66ee6299742038633a4e5241ff811?pvs=21) to create RFPs based on on-chain project traction.\\n    - It can also leverage the [Program Generation](https://www.notion.so/Program-Generation-82187f1ada8d4e3b94f35b013e2dba65?pvs=21) Agent and [Allo-matic](https://www.notion.so/Allo-matic-f9506ad3b52d4a76bc88c1dddab081c9?pvs=21)  for ecosystem context.\\n\\n\\n\\n

RFP Agent / Inverted Proposal

An open source agent for generating RFPs for builders to submit based on ecosystem / funder needs.

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