# Cofacts reasearch & design docs

:::info
- Design docs: Implementation documents with requirements, change scopes, migration steps, etc
- Research documents: Collects related works and design alternatives on how a certain requirement can be fulfilled
:::

- [Research & design docs](/XExquqWwS6G02ZY07nPCRg)

## Design docs
:::success
Latest design docs first
:::
- [Langfuse LLM observability](/ccwZjCTnQ4-I5sPO1tuvFg)
- [Badge System](/zx_Au6iiRN601tnMK7gx3A)
- [Cofacts spam removal automation](/um7DyY_ESbu2LL78kLw3pg)
- [OCR and AI transcripts](/wkx286lmTDaFUpgRhnUawQ)
- [API client management](/j27XFAQ0R0Cuqi2jDLJuWw)
- [ChatGPT integration](/@cofacts/rknFrmdk3)
- [Typescript adoption](/It97AgA4RU6EwlWc7Q2yLw)
- [GA4 Migration design doc](/cJFFXVzgT4OFT6bBLtulGg)
- [Article group / cooccurrence design doc](/f_Ze19PhQuqx_fzOAOkohQ)
- [Crowd-sourced transcript](/OhGIQzoxR5eF6audQuS_FQ)
- [Media manager](/C8dW2cFiR1-N5Z0wcOefuA)
- [User blocking mechanism](/hk1v8Ka5TCmIZinQ6zKU9Q)
- [Anti SEO-spam mechanism](/XBJS-KEtScWyVCuQ9P_iNQ)
- [rumors-line-bot 過去傳過訊息](/eIeU2g86Tfu5VnLazNfUvQ)
- [LIFF redesign](/860RnxUGTi6z2Kca6ojAbg)
- [Badge](/zx_Au6iiRN601tnMK7gx3A?both)

## Research
:::success
Latest research docs first
:::
- [API & Database enhancements](/65JMCYDEQCeCYSAkBwJNTA)
- [Cofacts website 2023](/@cofacts/HJ_O1Xhhs)
- [ChatGPT or LLM to aid fact-checking](/mU8qi721RZeAQ9PDfj7XRA)
- [Cofacts preview generation](/gu_hAI6tTeaeBuNUgGpq-g)
- [CCPRIP](https://g0v.hackmd.io/BRsJOevWSbyUMBSZEVVWrA)
- [Cofacts chatbot error analysis 2023/01/21 ~](/mkb9Wr_2SrCbbiLCv_7-EQ)
- [Multimedia support](/aJqHn8f5QGuBDLSMH_EinA)
- [Google Analytics 4 migration](/QRRlVa_URk-wT0QqahLN-w)
- [User Profile Page Pilot Study](/lIedGsQWTeScBTWfr4Zq0w)
- [Rumors-api userId & appId management proposal](/ZcoUOX_-RQSkJyl5xz4_Zg)
- [API access management](/51wwLHgvSUqtBDaP-yAVnA)
- [Cofacts 標籤定義](/D4KfdMRWS-OmCKd-Fhli2Q)
- [Youtube scrapping alternatives](/6f87Zwo7QAOGx7rYK-QRfw)
- [Twitter Birdwatch 研究](/oK1F5q4eRV2IhGM-8ULTdQ)
- [【真的假的】回應登入討論紀錄](https://hackmd.io/RUhkiEYMSRSAcjUIZ0v4sA?view)