Store and retrieve development knowledge using a local SQLite vector database.
npx skills add https://github.com/aokumablue/myrag --skill myrag
Please help me install this Agent Skill. Skill: myrag Source: https://github.com/aokumablue/myrag/tree/main Command: npx skills add https://github.com/aokumablue/myrag --skill myrag
This Skill helps developers by storing and retrieving their accumulated knowledge, preventing them from repeating past mistakes and accelerating problem-solving.
Use the myrag skill to store the following content about Prisma query performance.
High-intent search queries and answers about installing and using this skill.
You can store and retrieve development knowledge by using a local SQLite vector database to automatically accumulate insights and proactively search past solutions, preventing repeated errors.
Yes, sqlite-vec supports local embedding generation by pairing with sentence-transformers to index development insights and enable natural language vector search queries.
The best way to search for past debugging solutions is querying a local vector database with natural language to retrieve relevant development insights and prevent repeated mistakes.
You prevent repeating development mistakes by automatically saving lessons learned into a knowledge base and searching for similar past issues before tackling new bugs.
Yes, you can use sentence-transformers to generate local embeddings, allowing you to find relevant documentation and past solutions for a new bug through vector search.
Using sqlite-vec for accumulating development insights relies entirely on local SQLite storage and sentence-transformers, meaning it functions offline but lacks remote cloud scalability.
zilliztechEncode text and images into vector representations for retrieval tasks.
mindmorassQueries Qdrant stores for knowledge and augments with web searches.
tim099Log lessons learned from debugging and design errors to a JSONL file.
eddmannStore and retrieve atomic notes with semantic connections in SQLite.
