[็ซๅณไฝ้ช] [English] [ๆฅๆฌ่ช]
[!TIP]
ๆฏๅฆๆพๅ Telegram ๆ ๆณๆ็ดขไธญๆ่ๅคฉ่ฎฐๅฝ่ๅฐๆฐ๏ผ
> ๆ่ ๆณๆฅๆพไธๆก้่ฆๆถๆฏ๏ผๅด่ขซๆตท้ๆถๆฏๆทนๆฒก๏ผ้พไปฅๅฎไฝ๏ผ
> ๆไบ Telegram Search๏ผๆจๅฏไปฅไพฟๆทๅฐๅคไปฝๅนถๆฃ็ดข่ชๅทฑ็ Telegram ๆถๆฏใๆ ่ฎบไปปไฝ่ฏญ่จ๏ผๅผบๅคง็ๆฌๅฐๅ่ฏ่ฝๅ้ฝ่ฝๅ็กฎๅฝไธญใ
> ๆฏๆๅ้ๆ็ดข๏ผๅฎ็ฐๅฅๅญๆบ่ฝๆจก็ณๅน้ ๏ผๆฅๆพไฟกๆฏๆดๅฟซ้็ฒพๅใ
> ๆดๅค AI ้ฉฑๅจๅบๆฏ๏ผๆฏๆๆช่ฏปๆถๆฏๆบ่ฝๆ่ฆใAI ๅฉๆๅฏน่ฏ็ญไธฐๅฏๅ่ฝไฝ้ชใ
๐ ่ตๅฉ่
โ ๅ่ฝไบฎ็น
๐ฆ ๅฏผๅบไธๅคไปฝ
- [x] ๆฏๆๅค็งๆฐๆฎๅบๅฏผๅบ่ๅคฉ่ฎฐๅฝ๏ผๅ ผๅฎน PGlite ไธ PostgreSQL
- [x] ๅชไฝ่ตๆบๅฏ่ชๅจๅคไปฝ่ณ MinIO ๅฏน่ฑกๅญๅจ๏ผๆ ้ๆๅจๅนฒ้ข
- [x] ๆถๆฏๅฏผๅบๆถ่ชๅจๅฎๆๅ้ๅตๅ ฅไธๅ่ฏๅค็๏ผๅฉๅๅ็ปญ็ฒพๅๆฃ็ดข
- [x] ๅฎๆถๅๆญฅ๏ผ่ชๅจๆๅๅนถๆดๆฐๆๆฐๅฏน่ฏๅ ๅฎน
๐ ่ๅคฉ่ฎฐๅฝๆ็ดข
- [x] ่ชๅจๆบ่ฝๅ่ฏ๏ผๆฏๆๅค่ฏญ่จ็ฒพๅๆฃ็ดข
- [x] ่ๅๆจก็ณๅน้ ไธๅ้่ฏญไนๆ็ดข๏ผๆฅๆพๆ็ๆด้ซ
- [x] ๅพ็่ฏญไนๆ็ดข๏ผๆฏๆๅพ็ embedding๏ผไปฅๆๆๅพ
- [x] ๆ็ดข็ปๆๆ ้ๆปๅจ๏ผๆต่งไฝ้ชๆดๆต็
- [x] RAG ๆบ่ฝ้ฎ็ญ๏ผ็ดๆฅไธ AI ่ๅคฉ๏ผๅบไบๅๅฒไธไธๆ่ทๅพๅฎๆถ่งฃ็ญ
๐ค Telegram Bot
- [x] ้่ฟ Bot ๆ็ดขๅๅฏผๅบๆถๆฏ
- [x] ๆถๆฏ deep link ่ทณ่ฝฌ๏ผไธ้ฎๅฎไฝๅๅงๅฏน่ฏ
๐ ้ซ็บงๅ่ฝ
- [x] ๆช่ฏปๆถๆฏๆบ่ฝๆ่ฆ๏ผไธ้ฎๆฑๆปๅ จ้จๆช่ฏปๆถๆฏ๏ผ่ชๅจ็ๆ็ฒพ็ผๆ่ฆ๏ผ้็นๅ ๅฎนไธ็ฎไบ็ถ
- [x] ๆฅๆ่ๅด็ญ้๏ผๅฟซ้็ผฉๅฐๆ็ดข่ๅด
- [x] ๅณ้ฎ่ๅ่ทณ่ฝฌ Telegram ๅๆถๆฏ๏ผๆฏๆ็งปๅจ็ซฏ
๐ฃ๏ธ ่ทฏ็บฟๅฑๆ
๐ง AI ่ฝๅๅขๅผบ
- [ ] ่ชๅจ็ๆไผ่ฏๆป็ป
- [ ] โ่ถ ็บงๅคง่โ๏ผๅบไบๅๅฒๆถๆฏ๏ผ่ชๅจๆๅปบไบบ็ฉไธไบไปถ็็ฅ่ฏๅพ่ฐฑ
๐ ๅชไฝไธ้พๆฅๆๅฑ
- [ ] ๆบ่ฝๆด็"ๅทฒไฟๅญๆถๆฏ"ๆถ่ๅคน๏ผๆๅๅ ๅฎน็ฎก็ๆ็
- [ ] ้พๆฅไธๅพ็ๆทฑๅบฆ็ดขๅผ๏ผ็ฝ้กตๆ่ฆใๅพ็ OCR ๆๅญ่ฏๅซๅๆบ่ฝๆ่ฟฐ๏ผๅฉๅๆ็ดขไธๅฝๆกฃ
๐ ๅคๅนณๅฐ่ๅ
- [ ] ่ทจๅนณๅฐๆฉๅฑ๏ผๆฏๆ Discord ๅๅ ถไปไธปๆต็คพไบค/้่ฎฏๅนณๅฐ๏ผๅฎ็ฐ็ปไธๆฃ็ดขไธๅคไปฝ
๐ ็ซๅณไฝฟ็จ
ๆไปฌๆไพไบไธไธชๅจ็บฟไฝ้ช็๏ผๆ ้่ช่ก้จ็ฝฒ๏ผๅณๅฏไฝ้ช Telegram Search ็ๅ จ้จๅ่ฝใ
่ฎฟ้ฎไปฅไธ็ฝๅๅผๅงไฝฟ็จ๏ผhttps://search.lingogram.app
[!WARNING]
ๆฌ้กน็ฎๆชๅ่กไปปไฝ่ๆ่ดงๅธ๏ผ่ฏท่ญฆๆ็ธๅ ณ่ฏ้ช้ฃ้ฉใ
> ๆฌ่ฝฏไปถไป ไพๆจๅฏผๅบๅๆฃ็ดขไธชไบบ่ๅคฉ่ฎฐๅฝไฝฟ็จ๏ผๅๅฟๅฐๅ ถ็จไบไปปไฝ่ฟๆณ็จ้ใ
๐ ๅฟซ้ๅผๅง
Agent / CLI ๆจกๅผ
ไปๅบ็ฐๅจๆไพๆฌๅฐไผๅ ็ TypeScript CLIใ็จๆทๅช้ไธบๅฝๅ profile ๅฎๆๆฌๅฐ็ปๅฝ๏ผAgent ๅณๅฏ่ช่ก็ปๅๅฝไปคๅณๅฎๆฏๅฆๆๅใๆๅๅชไบไผ่ฏ๏ผไปฅๅไฝๆถๆพๅผๅๆญฅใ
้่ฟ Homebrew ๅฎ่ฃ ๏ผmacOS / Linux๏ผ
Homebrew ไผๅฎ่ฃ CLI ๅๅ ถ Node.js ่ฟ่กๆถไพ่ต๏ผๆ ้ๆๅจๅฎ่ฃ Node.js ๆๆๅปบไปๅบใๆญคๅฎ่ฃ ๆนๅผๆไพๆฌๅฐ CLI ๅ daemon๏ผ็ฝ้กต็้ข็้จ็ฝฒๆนๅผ่งไธๆน Docker ่ฏดๆใ
brew tap groupultra/telegram-search https://github.com/groupultra/telegram-search
brew install groupultra/telegram-search/tg-search
tg-search profile configure --apiId YOUR_API_ID --apiHash YOUR_API_HASH
tg-search auth login
brew services start groupultra/telegram-search/tg-search
tg-search daemon status
API ID ๅ API Hash ๅฏๅจ my.telegram.org ่ทๅใไปฅไธๅฝไปคไฝฟ็จ default profile๏ผๅ
ๅฎๆ็ปๅฝๅๅฏๅจๆๅกใ่ฏทไปฅๅฝๅ็จๆท่ฟ่ก brew services๏ผไธ่ฆไฝฟ็จ sudoใๆๅกๅจๅๅฐไฟๆ Telegram ่ฟๆฅ๏ผๅนถๅจ็จๆท็ปๅฝ็ณป็ปๅๅฏๅจ๏ผ็ปๅฝ Telegram ๅไผๆ็ปญไฟๅญๆฐๆถๆฏๅๅ
ถ็ผ่พใๅ ้คๆดๆฐใๆน้ๅๅฒๅๆญฅไป้ๆพๅผ่ฟ่ก sync --takeoutใ
brew services stop groupultra/telegram-search/tg-search
brew upgrade groupultra/telegram-search/tg-search
brew services restart groupultra/telegram-search/tg-search
ๅ็บงไฟ็ profile ๆฐๆฎใๆฅๅฟไฝไบ default profile ็ฎๅฝไธญ็ daemon.stdout.log ๅ daemon.stderr.log๏ผ็ฑ daemon ่ฝฎ่ฝฌใๅ
ถไปๅฝๅ profile ๅฏ้่ฟ tg-search --profile NAME daemon run ๅฏๅจ๏ผ่ฏฆ็ป่ทฏๅพๅๅฝไปค่ง CLI ๆๆกฃใ
ไปๆบ็ ๆๅปบ
pnpm run build:packages
pnpm -F @tg-search/cli build
pnpm cli --profile work profile configure --apiId 123456 --apiHash abcdef
pnpm cli --profile work auth login
pnpm cli --profile work chats list --json
pnpm cli --profile work sync --takeout --chat 123456 --from 2026-01-01 --to 2026-12-31 --json
pnpm cli --profile work export --from 2026-01-01 --to 2026-12-31 --output ./telegram-2026 --json
chats list ๅ messages list ๅชๅๆ็็่ฟ็ซฏ่ฏปๅ๏ผไธๆไน
ๅๆถๆฏใๆน้ๅๆญฅๅฟ
้กปๅ
ๅพๅพ็จๆทๅๆ๏ผๅนถ็ฑ Agent ๅจ sync ๅฝไปคไธญๆพๅผๅ ๅ
ฅ --takeout๏ผๆชๆๆใ็จๆทๆ็ปๆ Takeout ๅๅงๅๅคฑ่ดฅ้ฝไผๅๆญข๏ผไธไผ้ๅๆฎ้ GetHistoryใๆๆฌๅๆญฅๅช็ณ่ฏทๆ้ไผ่ฏ็ฑปๅซ๏ผไธ็ณ่ฏท่็ณปไบบๆๆไปถๅฏผๅบๆ้ใๅๆญฅ็ปๆๅๅ
ฅ profile ็ฌ็ซ็ PGliteใCLI ้ป่ฎค่พๅบไพฟไบ้
่ฏป็ๆๆฌ๏ผAgent ่ฐ็จๆพๅผๅ ๅ
ฅ --json๏ผ่ฎฉ stdout ๅชๅ
ๅซ็จณๅฎ็ JSON envelopeใTelegram ๆฅๅฟใๆ็คบไธ่ฟๅบฆๅๅ
ฅ stderrใๅฏผๅบๅ
ๅซๆๆ JSONL ๅๆ ก้ชๆธ
ๅ๏ผไธๅ
ๅซๅชไฝไบ่ฟๅถใ็ปๅฝ sessionใๅ้ๆๅฏ้ฅ๏ผไนไธไผๆฟ็จๆทๆง่ก AI ๆป็ปใ
ๅฎๆดๅฝไปคไธ้็ง่พน็่ง packages/cli/README.mdใ
ไฝฟ็จ Docker Compose
- ๆฐๅปบไธไธช็ฉบ็ฎๅฝ๏ผ็จไบๅญๆพ Telegram Search ็้ ็ฝฎๅๆฐๆฎ๏ผ
mkdir telegram-search
cd telegram-search
- ไธ่ฝฝ Docker Compose ๆไปถๅนถๅฏๅจๅ จ้จๆๅก๏ผๅ ๆฌๆฐๆฎๅบใMinIO ็ญ๏ผ๏ผ
curl -L https://raw.githubusercontent.com/groupultra/telegram-search/refs/heads/main/docker/docker-compose.yml -o docker-compose.yml
curl -L https://raw.githubusercontent.com/groupultra/telegram-search/refs/heads/main/docker/.env.example -o .env
curl -L https://raw.githubusercontent.com/groupultra/telegram-search/refs/heads/main/docker/init.sql -o init.sql
docker compose -f docker-compose.yml up -d
- ็ถๅๆๅผ http://localhost:3333 ๅณๅฏไฝฟ็จ ๐
ไฝฟ็จ Docker Image
่ฅๆช้
็ฝฎ MinIO ็ธๅ
ณๅๆฐ๏ผๅชไฝๆไปถๅฐ้ป่ฎคไฟๅญ่ณๆฌๅฐ็ data/media ็ฎๅฝใ
docker run -d --name telegram-search -p 3333:3333 ghcr.io/groupultra/telegram-search:latest
่ชๅฎไน็ฏๅขๅ้
[!IMPORTANT]
AI Embedding & LLM ่ฎพ็ฝฎ็ฐๅจๅจๅบ็จๅ ๆ่ดฆๆท้ ็ฝฎ๏ผ่ฎพ็ฝฎ โ API๏ผใ
> ่ฏทๅจไฟฎๆนๅฎๆ.envๆไปถๅ๏ผๅๆฌกๆง่กdocker compose -f docker-compose.yml up -dๅฏๅจๆๅกใ
ไปฅไธ็ฏๅขๅ้ๅ จ้จไธบๅฏ้๏ผๅฆๆไธๅกซๅ๏ผๅไผไฝฟ็จ้ป่ฎคๅผใ
| ็ฏๅขๅ้ | ่ฏดๆ | ็คบไพๅผ |
| ------------------- | ---------------------------------------------------------------------------- | ----------------------------------------------------- |
| TELEGRAM_API_ID | ไป my.telegram.org ่ทๅ็ Telegram ๅบ็จ ID | 611335 |
| TELEGRAM_API_HASH | ไป my.telegram.org ่ทๅ็ Telegram ๅบ็จ Hash | d524b414d21f4d37f08684c1df41ac9c |
| DATABASE_TYPE | ๆฐๆฎๅบ็ฑปๅ๏ผๅฏ้ postgres ๆ pglite | pglite |
| DATABASE_URL | PostgreSQL ่ฟๆฅๅญ็ฌฆไธฒ๏ผไป
ๅจ DATABASE_TYPE=postgres ๆถๅกซๅ๏ผ | postgresql://postgres:123456@pgvector:5432/postgres |
| TELEGRAM_BOT_TOKEN| ้่ฟ @BotFather ๅๅปบ็ Telegram Bot Token | 123456:ABC-DEF1234ghIkl-zyx57W2v1u123ew11 |
| PROXY_URL | ไปฃ็ๅฐๅ๏ผๆฏๆๅฆ socks5://user:pass@host:port ็ญๆ ผๅผ๏ผ | socks5://user:pass@host:port |
| PORT | ๅ็ซฏๆๅก HTTP/WebSocket ็ๅฌ็ซฏๅฃ | 3333 |
| HOST | ๅ็ซฏๆๅก็ๅฌๅฐๅ | 0.0.0.0 |
| BACKEND_URL | Nginx ไฝไธบๅๅไปฃ็ๆถ็จไบ /api ๅ /ws ็ไธๆธธๅ็ซฏๅฐๅ | http://127.0.0.1:3333 |
| MINIO_URL | MinIO ๆๅกๅฐๅ | http://minio:9000 |
| MINIO_ACCESS_KEY | MinIO ่ฎฟ้ฎๅฏ้ฅ | minioadmin |
| MINIO_SECRET_KEY | MinIO ่ฎฟ้ฎๅฏ้ฅๅฏนๅบ็ๅฏ้ฅ | minioadmin |
| MINIO_BUCKET | MinIO ๅญๅจๆกถๅ็งฐ | telegram-media |
ไฝฟ็จ Docker Image ็ฏๅขๅ้
่ฏทๆ นๆฎ่ชๅทฑ็้่ฆ่ช่กไฟฎๆน็ฏๅขๅ้ใ
docker run -d --name telegram-search \
-p 3333:3333 \
-e DATABASE_TYPE=postgres \
-e DATABASE_URL=postgresql://postgres:123456@localhost:5432/postgres \
ghcr.io/groupultra/telegram-search:latest
๐ป ๅผๅๆๅ
็บฏๆต่งๅจๆจกๅผ
git clone https://github.com/groupultra/telegram-search.git
cd telegram-search
pnpm install
cp .env.example .env
pnpm run dev
ๆๅกๅจๆจกๅผ
git clone https://github.com/groupultra/telegram-search.git
cd telegram-search
pnpm install
cp .env.example .env
docker compose -f docker/docker-compose.dev.yml up -d pgvector minio
pnpm run server:dev
pnpm run web:dev
๐ ๆดๅคๅผๅ็ป่ๅๆถๆ็ป่๏ผ CONTRIBUTING.md
๐ Activity
!Alt