wasmedge-db-examples
fluvio
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| wasmedge-db-examples | fluvio | |
|---|---|---|
| 7 | 1 | |
| 61 | 0 | |
| - | - | |
| 7.2 | 9.4 | |
| 8 days ago | 4 months ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
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wasmedge-db-examples
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Develop+Deploy RAG Bots with LlamaEdge: Across OSes, Nvidia, ARM Using Vector DB
LlamaEdge is not just a lightweight and portable runtime for chatbots. It is an app dev platform for portable LLM apps! RAG chatbots and AI agents can be developed on Mac or Windows, compiled to Wasm, and then deployed across Nvidia / AMD / ARM devices, fully taking advantage of on-device GPUs, NPUs etc.
Hence, besides the LLM runtime, those LLM apps also need to manage embeddings in vector db. This example shows how to access the Qdrant vector db from your portable Wasm apps!
https://github.com/WasmEdge/wasmedge-db-examples/tree/main/q...
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Time-series data ingestion from Rust WebAssembly application, leveraging GreptimeDB and WasmEdge
The above sample program has been added to the WasmEdge database usage demonstration. You can find the full source code in the GitHub repository at https://github.com/WasmEdge/wasmedge-db-examples/tree/main/greptimedb.
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Release: WasmEdge 0.12 and 0.12.1
https://github.com/second-state/microservice-rust-mysql
https://github.com/WasmEdge/wasmedge-db-examples
https://github.com/WasmEdge/wasmedge_hyper_demo
WasmEdge is already one of the smallest and most efficient Wasm runtimes out there. It embeds into libsql (SQLite on the server!) to execute user definited functions to perform complex tasks like HTTPS web services & AI inference from SQL statements! https://wasmedge.org/docs/embed/use-case/libsql/
The WasmEdge C++ and Rust SDKs allow host applications to embed Wasm functions asynchronously. It is critically important in many applications where the embedded Wasm function is simply not allowed to block the execution of the host applications. https://github.com/second-state/wasmedge-rustsdk-examples/bl...
Asynchronous host SDKs are complex and a lot of work still remains. We are continuously improving it with our end user and partner communities.
Preview: https://github.com/L-jasmine/WasmEdge/tree/feat/async
What's coming next?
* Support plugins in our Docker and k8s integrations
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Easier examples for the WasmEdge Rust SDK to get started with this Wasm runtime quickly.
2.WasmEdge support MySQL-based databases, caches, and DOs. https://github.com/WasmEdge/wasmedge-db-examples
- A complete microservice backed by MySQL, written in Rust and compiled into WASM
fluvio
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Release: WasmEdge 0.12 and 0.12.1
https://wasmedge.org/docs/contribute/plugin/intro
Some examples:
WasmEdge’s Tensorflow Lite plugin enables lightweight (1/10 of Linux containers) and fast (native GPU) AI inference apps for Tensorflow Lite models. https://wasmedge.org/docs/develop/rust/ai_inference/tensorfl...
WasmEdge’s PyTorch plugin enables lightweight (1/10 of Linux containers) and fast (native GPU) AI inference apps for PyTorch models. https://wasmedge.org/docs/develop/rust/ai_inference/pytorch/
Through the new WasmEdge plugin system, the community are adding support for libraries like zlib, OpenCV, tesseract and ffmpeg etc. Putting these together, we are supporting complex AI libraries such as Mediapipe on WasmEdge! https://github.com/yanghaku/mediapipe-rs
The Mediapipe story is esp interesting since WasmEdge is now adapted as a runtime for stream data process in products like Fluvio, Redpanda, YoMo, RisingWave and others. Mediapipe support allows developers to add AI into the stream data pipeline. https://github.com/xxchan/fluvio/pull/1
WasmEdge’s eBPF plugin enables developers to create secure and containerized eBPF tools and controllers in Kubernetes environments.
What are some alternatives?
podman-wasm
wasmedge_hyper_demo - Lightweight HTTP servers based on hyper / warp frameworks in the WasmEdge Runtime.
microservice-rust-mysql - A template project for building a database-driven microservice in Rust and run it in the WasmEdge sandbox.
WasmEdge - WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.
wasmtime - A fast and secure runtime for WebAssembly
wasmedge_wasi_socket - A Rust lib for socket on WasmEdge.
wasmedge-quickjs - A high-performance, secure, extensible, and OCI-complaint JavaScript runtime for WasmEdge.
mediapipe-rs - A Rust library for mediapipe tasks for WasmEdge WASI-NN.
wasmedge-rustsdk-examples
SSVM - WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.