# tavern-labs-ai/persona-ai-sdk > TypeScript SDK for building AI characters with persistent memory, ready-made personas, and pluggable OpenAI/Bedrock model adapters. - Magnitude: 0.9 out of 10 — Steady - Stars: 195 total · +0 stars measured 2026-11-02, 08:35–11:04 UTC, ≈ 1 by evening - Star trust: star growth looks organic - Category: AI agents · Language: TypeScript · License: MIT · Created: 2026-10-31 · Last push: 2026-10-31 - GitHub: https://github.com/tavern-labs-ai/persona-ai-sdk · Homepage: https://www.npmjs.com/package/persona-ai-sdk · Page: https://gitnova.dev/en/r/tavern-labs-ai/persona-ai-sdk ## Useful for - Build a chat character that recalls past conversations using the memory runtime. - Swap OpenAI for Amazon Bedrock by changing the model adapter. - Persist character memory to JSON or SQLite via the store adapters. ## Why it’s here - Star-counter measurements on 2026-11-02 (UTC), 08:35–11:04: 195 → 195 stars (+0). This is the change over that interval. - Estimated end-of-day forecast: about +1 stars, using observed gains and the previous day. - The repository is 2 days old and already has 195 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #130. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 2 - Issues and pull requests: 0 - Watchers: 0 - Average over the last week: 65 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 0 ## Stars per day, last 3 days (oldest → newest, today is partial) 2026-10-31 … 2026-11-02: 191, 4, 0 ## Spotted in now - Top new repositories this week: #130 ## Similar by description 1. **Zhiyilang/receiptbox** — 0.0 · Quiet · Python · Not enough measurements today 付款前 AI 审票 MCP server:self-hosted MCP (spec 2025-11-25, Streamable HTTP) + 模拟 Alexa+ 体验 + AWS Bedrock 大脑。零依赖纯标准库,56 条断言。 Full card: https://gitnova.dev/en/r/Zhiyilang/receiptbox.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-11-02 11:06 UTC, updated every 30 minutes.