Grant ID: 86858uuer
We propose to develop a private Discord bot or Docs widget (allowing users to “talk to your docs”) for The Graph, harnessing the capabilities of the latest Large Language Models (LLMs). This bot or widget will interconnect The Graph’s key Github repositories, documentation, related articles, and forum posts, providing users with a platform to ask questions in a natural language.
Describe what your project does or is aiming to do in 50 characters or less:
We propose to develop a private Discord bot(allowing users to “talk to your docs”) for The Graph
How far along are you?:
I have built working back-end infrastructure and the discord bot to work for The Graph.
This app leverages the backend to show the functionality:
Why did you pick this idea to work on? Do you have domain expertise in this area? How do you know people need what you’re making?:
I have a passion for technology and helping users to adopt a stack quickly to make progress. This bot shortcuts discoverability closer to where they live, Discord.
What’s new about what you’re making? What substitutes do people resort to because it doesn’t exist yet (or they don’t know about it)?:
DocIT reduces learning complexity with the tight translation of the LLM over confirmed The Graph documentation. The current method of reading, and asking embarrasing questions in public is the best case scenario for a user’s growth.
What’s your vision for how your project will impact The Graph and/or web3?:
Our primary objective is to augment the The Graph DevRel and Community Support teams, lessen the support hours on Discord, and speed up responses to frequently asked questions. This ensures that both the teams and users get answers more effectively.
How will you measure success?:
number of Questions asked to the bot. We track questions in our private db. - adoption
volume of questions/messges over time. - stickiness.
What milestones will you achieve in the coming weeks/months, with or without the grant?:
Milestone 1 - Implementation of Data Sources [2 weeks]: Post the discovery phase, we will incorporate 3-4 high-value data sources into the bot or widget. We will crawl data and create OpenAI emeddings in our db to index and setup search on queries. This milestone will involve refining file loading, index creation, and data source integration.
End state: Have 3-4 data sources that can be queried.
Expected bugs: hallucinations, mismatches on query/documents.
Milestone 2 - Testing and Optimization + Deploy to Production [2 weeks]: This critical phase will concentrate on eliminating hallucinations and refining prompt engineering to ensure only pertinent answers are given, with source material and links for users to follow up on. The aim is to make the bot or widget production-ready.
End state: A production-ready bot or widget approved by the Customer / Community Support teams, ready for deployment on the The Graph’s Discord channel or Docs page.
Please select who you think will benefit from your project?:
How much funding are you looking for? (USD):
Provide a breakdown of your requested funding:
Infrastructure costs:($2000) 6-8 month provision (depending on usage)
- OpenAI token usage
- Google Cloud Platform hosting
- Supabase DB’s
Development costs ($6000)
Have you applied for (or already received) funding from somewhere else?:
If yes, please describe where you’ve received funding from and how much you have, or will, receive:
Can you share any information about current/past web3 experience?:
I have built an book author NFT marketplace on Tezos.
Why are you interested in contributing to The Graph and/or web3?:
The graph provides value with ease of data access. I want to help that value with developer onboarding/growth help in discord via a targeted bot.
Are you applying as a team or individual?:
What type of grant are you pursuing?:
Please select the category your project best fits into: