How we built our knowledge base Authors: [@hi_im_isaac_](x.com/@hi_im_isaac_), [@learnwdaniel](x.com/@learnwdaniel), [@gaozenghao](x.com/@gaozenghao) note: the interactive version of full technical blog available: www.cerebras.ai/blog/how-we-built-our-knowledge-base Employees a…↗

agents don't need a file system. agents don't need a sandbox. agents need the ability to run bash, sql, and vector-search against their context. it's just that simple, and that's what Archil is building towards.↗

"what do you use 🦞 for?" here's a sampling from the past ~5 days... 1. making phone calls for me to gather information (business hours, business availability) 2. forwarding emails to an agent-specific address for processing its contents and saving to a notion database 3. doing…↗

download all your tweets with bird write them to a local db + generate vectors vibe code a cli for vector search over the db teach your agent how to use it via a skill now you have a writing partner that finds your bangers and sounds like you↗