We built Flows.network, a serverless workflow automation platform, to give "eyes, ears, memory and hands" to large language models like GPT-4. LLM's are powerful but forgetful, and the ecosystem needs developer tools to build plugins and agents to extend their capabilities.<p>Flows.network is integrated with LLMs and SaaS to enable:<p>Processing prompts and acting on LLM results with your own code
Adding memory to LLMs with storage of embeddings, conversation context, prompt management, and fine-tuning
Triggering from web services and acting based on LLM outputs
Supporting major LLMs like GPT-4, CLIP, and others across languages, images and multimedia
We built a GitHub bot that automatically analyzes and summarizes pull requests in 5 minutes using GPT-4 and our lightweight WasmEdge sandbox. It's being used by several open source projects.
Examples of how great it works:<p>Analyzing PR commits and risks:
<a href="https://github.com/WasmEdge/WasmEdge/pull/2394#issuecomment-1497819842">https://github.com/WasmEdge/WasmEdge/pull/2394#issuecomment-...</a><p>Reviewing source code files, analyzing risks and summarizing changes. It even suggests code improvements!
<a href="https://github.com/WasmEdge/WasmEdge/pull/2428#issuecomment-1524733889">https://github.com/WasmEdge/WasmEdge/pull/2428#issuecomment-...</a><p>See suggested code improvements:
<a href="https://github.com/second-state/wasmedge-quickjs/pull/82#issuecomment-1498299630">https://github.com/second-state/wasmedge-quickjs/pull/82#iss...</a><p>Try the bot on a PR you're interested in:
<a href="https://github.com/flows-network/review-any-pr-with-chatgpt">https://github.com/flows-network/review-any-pr-with-chatgpt</a><p>Flows.network brings automation and tooling to simplify building complex AI workloads for startups. We believe Flows.network can become a flexible plugin for GPT-4 and other large language models.<p>:) Come see how flows.network lets you create custom automation for ChatGPT and other LLM services with zero setup