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Update README with unified search and TypeScript client

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- Document unified search with --provider flag (civitai, hf, all)
- Add /api/search to server endpoints
- Add TypeScript client section (@saiden/tensors)
- Add public API info (tensors-api.saiden.dev)
- Update search options table with provider column

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
Adam Ladachowski
2026-02-15 21:09:11 +01:00
parent a47237e5f7
commit 081bb3d371
1 changed files with 70 additions and 31 deletions
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README.md
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@@ -44,13 +44,21 @@ pip install tensors[server]
## Usage
### Search CivitAI
### Search Models
Search across CivitAI and Hugging Face with a unified interface.
```bash
# Search by query
tsr search "illustrious"
# Search both CivitAI and Hugging Face (default)
tsr search "flux lora"
# Filter by type and base model
# Search CivitAI only
tsr search "illustrious" -P civitai
# Search Hugging Face only
tsr search "flux" -P hf
# Filter by type and base model (CivitAI)
tsr search -t lora -b sdxl
# Sort by newest, limit results
@@ -59,11 +67,15 @@ tsr search -t checkpoint -s newest -n 10
# Filter by tag and period
tsr search --tag anime -p week -b illustrious
# By creator
tsr search -u "username"
# By creator/author
tsr search -u "username" # CivitAI
tsr search -a "stabilityai" -P hf # Hugging Face
# SFW only with commercial use filter
tsr search --sfw --commercial sell
# Hugging Face pipeline filter
tsr search --pipeline text-to-image -P hf
```
### Get Model Info
@@ -94,15 +106,9 @@ tsr dl -m 12345 -o ./models
### Hugging Face Integration
Search and download safetensor files from Hugging Face Hub.
Get info and download safetensor files from Hugging Face Hub.
```bash
# Search for models with safetensor files
tsr hf search "flux"
# Filter by author or pipeline
tsr hf search -a stabilityai -p text-to-image
# Get model info and list safetensor files
tsr hf get black-forest-labs/FLUX.1-schnell
@@ -116,6 +122,8 @@ tsr hf dl black-forest-labs/FLUX.1-schnell -f ae.safetensors
tsr hf dl author/model --all -o ./models
```
> **Note:** For searching Hugging Face, use `tsr search -P hf "query"` (see [Search Models](#search-models)).
### Inspect Local Files
```bash
@@ -303,28 +311,27 @@ Data is stored in XDG-compliant paths:
## Search Options
| Option | Values |
|--------|--------|
| `-t, --type` | checkpoint, lora, embedding, vae, controlnet, locon |
| `-b, --base` | sd14, sd15, sd2, sdxl, pony, flux, illustrious, noobai, auraflow |
| `-s, --sort` | downloads, rating, newest |
| `-n, --limit` | Number of results (default: 25) |
| `-p, --period` | all, year, month, week, day |
| `--tag` | Filter by tag (e.g., "anime") |
| `-u, --user` | Filter by creator username |
| `--nsfw` | none, soft, mature, x |
| `--sfw` | Exclude NSFW content |
| `--commercial` | none, image, rent, sell |
| `--page` | Page number for pagination |
| Option | Values | Provider |
|--------|--------|----------|
| `-P, --provider` | civitai, hf, all (default: all) | Both |
| `-t, --type` | checkpoint, lora, embedding, vae, controlnet, locon | CivitAI |
| `-b, --base` | sd14, sd15, sd2, sdxl, pony, flux, illustrious, noobai, auraflow | CivitAI |
| `-s, --sort` | downloads, rating, newest | Both |
| `-n, --limit` | Number of results (default: 25) | Both |
| `-p, --period` | all, year, month, week, day | CivitAI |
| `--tag` | Filter by tag (e.g., "anime") | Both |
| `-u, --user` | Filter by creator username | CivitAI |
| `-a, --author` | Filter by author/organization | HuggingFace |
| `--pipeline` | Pipeline tag (text-to-image, etc.) | HuggingFace |
| `--nsfw` | none, soft, mature, x | CivitAI |
| `--sfw` | Exclude NSFW content | CivitAI |
| `--commercial` | none, image, rent, sell | CivitAI |
| `--page` | Page number for pagination | CivitAI |
## Hugging Face Options
## Hugging Face Download Options
| Option | Description |
|--------|-------------|
| `-a, --author` | Filter by author/organization |
| `-p, --pipeline` | Pipeline tag (text-to-image, text-generation, etc.) |
| `-s, --sort` | Sort by (downloads, likes, created_at, trending_score) |
| `-n, --limit` | Number of results (default: 25) |
| `-f, --file` | Specific file to download |
| `--all` | Download all safetensor files |
| `-o, --output` | Output directory |
@@ -361,6 +368,7 @@ When running `tsr serve`, the following endpoints are available:
| `/status` | GET | Server status (public) |
| `/docs` | GET | OpenAPI documentation (public) |
| `/reload` | POST | Hot-reload with new model |
| `/api/search` | GET | Unified search (CivitAI + HuggingFace) |
| `/api/images` | GET | List gallery images |
| `/api/images/{id}` | GET | Get image file |
| `/api/images/{id}/meta` | GET | Get image metadata |
@@ -378,6 +386,37 @@ When running `tsr serve`, the following endpoints are available:
All sd-server endpoints (`/sdapi/v1/*`) are proxied through to the underlying process.
## Public API
A public API is available at `https://tensors-api.saiden.dev`. Authentication required via `X-API-Key` header.
## TypeScript Client
A TypeScript client is available for the server API:
```bash
npm install @saiden/tensors
```
```typescript
import { Configuration, SearchApi, CivitAIApi } from '@saiden/tensors'
const config = new Configuration({
apiKey: 'your-api-key',
// basePath defaults to https://tensors-api.saiden.dev
})
// Unified search
const search = new SearchApi(config)
const results = await search.searchModelsApiSearchGet({ query: 'flux' })
// CivitAI specific
const civitai = new CivitAIApi(config)
const models = await civitai.searchModelsApiCivitaiSearchGet({ types: 'LORA' })
```
Repository: [github.com/saiden-dev/tensors-typescript](https://github.com/saiden-dev/tensors-typescript)
## Development
```bash