tests with mock runtime and integration tests with simulated validators using `cargo test`.
## Writing Frontends
- [Writing Linera Application Frontends](https://linera.dev/developers/frontend.html): Build interactive web frontends using Linera's JavaScript
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assets before the final response.
- [Hot Reload](https://frankenphp.dev/docs/hot-reload/): refresh PHP, templates, and frontend assets without manual reload.
- [X-Sendfile and X-Accel-Redirect](https://frankenphp.dev/docs/x-sendfile/): delegate large
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requirement and produce a decision-complete plan
- `ui`: build or polish a distinctive frontend interface
- `check`: review diffs, releases, publishing, and project readiness
- `hunt`: diagnose a bug to root cause
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debug mode](https://docs.langchain.com/oss/javascript/langgraph/cloud/how-tos/stream_debug/)
- [How to stream multiple modes](https://docs.langchain.com/oss/javascript/langgraph/cloud/how-tos/stream_multiple/)
### Frontend & Generative UI
With LangGraph Platform you can integrate LangGraph agents into your React applications and colocate
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Image".
## How Locally Uncensored Compares
- vs Open WebUI: both are open-source Ollama frontends. Locally Uncensored adds image generation, video generation, an agent mode, mobile remote access and A/B compare
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backend, default to localhost.
* create local webpage with JS or TS for the frontend, base64 decode the media data when receiving.
* All messages sent and received are JSON-serialized ProcessorParts
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buckets
- [S3 Compatibility](https://aistore.nvidia.com/docs/s3compat): Amazon S3 API support — backend and frontend modes
- [ETL](https://aistore.nvidia.com/docs/etl): Extract, Transform, Load — run transforms on storage nodes alongside data
- [Batch Operations
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quality with `make audit`
- [Source Code](https://github.com/almeidapaulopt/tsdproxy): Go 1.26, templ UI, Vite/Bun frontend, Hugo docs
## Optional
- [Sponsor the Project](https://github.com/sponsors/almeidapaulopt): Support ongoing development
- [Tailscale](https://tailscale.com
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same LangGraph SDK and Agent Protocol APIs, so existing graph code, client libraries, and frontends (Agent Chat UI, LangGraph Studio, CopilotKit) work without modification. Self-hosted on your own PostgreSQL
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