✅ #1 Add organizations, semantic search, and user personas +2,345 -30 19d ago self by
Chris-o-O ↗ analysis ↗ GitHub ## Summary
Chris-o-O/mike-explor
Chris-o-O is building out Mike into a multi-tenant legal assistant with team personas and a broader choice of AI models.
This fork of Mike, maintained by Chris-o-O, is heading in a clear direction: turning the upstream single-user assistant into something a law firm or legal team could actually share. The two threads of work so far point the same way - give organisations a place to live inside the product, and give them more flexibility in which AI is doing the thinking behind the scenes.
On the team side, Chris-o-O has introduced organisations, personas, and a system for injecting per-user context into every chat. That means the assistant can be tuned to a specific lawyer's jurisdiction, practice areas, and house style rather than answering as a generic chatbot. On the model side, the fork plugs into OpenRouter so users aren't locked to a single provider - GPT-4o, GPT-4 Turbo, Mistral Large, Llama 3.3, and Gemma are all reachable through one key, alongside Voyage AI for semantic search.
It's early but coherent. The pieces landed so far suggest a fork aimed at small-to-mid legal teams who want their own tenant, their own persona, and their own choice of model - rather than a one-size-fits-all consumer chat experience.
What's in it
- Multi-tenant organisations Adds a team layer so multiple users can share an organisation with its own jurisdictions, practice areas, and custom instructions.
- Per-user personas Each user gets a persona that's injected into every chat and project chat, so the assistant adapts to who's asking.
- System-prompt context injection Organisation and persona details flow into the system prompt automatically - no need to re-explain context every conversation.
- OpenRouter model choice A single integration unlocks GPT-4o, GPT-4 Turbo, Mistral Large, Llama 3.3 70B, and Gemma 3 27B through one API key.
- Voyage AI semantic search Adds a dedicated semantic search capability alongside the expanded model lineup.
Direction
multi-tenantpersonasintegration
Activity
Mike learns who it's talking to - and which firm signs the cheque.
📝 Chris-o-O bolts on a model buffet and legal-tuned semantic search 1 commit 19d ago searchinfrastructure draft
One fork, two upgrades: pick from a wider menu of AI models, and find documents by meaning instead of keywords.
Threads of work (detailed view)
Chris-o-O bolts on firms, teams, and lawyer profiles
Mike learns who it's talking to - and which firm signs the cheque.
Chris-o-O bolts on a model buffet and legal-tuned semantic search
One fork, two upgrades: pick from a wider menu of AI models, and find documents by meaning instead of keywords.
Pull requests (detailed view)
✅ Merged (1)
by
Chris-o-O · opened 19d ago · merged 19d ago by Chris-o-O