Replies: 4 comments 13 replies
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I started taking LangGraph course this morning to learn a bit about how it works. A couple of callouts. 1/ the interesting thing about the curriculum is how it's oriented around popular agent architectures, like ReAct. That makes it easy to wrap my head around it because they approach the problem from the customer (use-case) perspective. 2/ I think the emphasis on observability is really good. If I have to take a workflow to production, it's going to be a key requirement. |
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@pelikhan maybe you can have example from langgraph done using GenAIScript and we can start from there. |
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Here is another thing that could be a source of inspiration for this feature: https://build.langchain.com/ The interesting thing here is you can use the |
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Another: https://effect.website/ |
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and of course, things get more serious: https://www.npmjs.com/package/durable-functions |
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langgraph functional apis https://langchain-ai.github.io/langgraph/concepts/functional_api/ |
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Effect is great, but I haven't used it for any major project yet. I wonder how well it will scale as dependencies get more complex. |
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temporal is another provider of durable functions https://docs.temporal.io/develop/typescript/ |
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It seems that we should be able to rebuild their samples and use Creating a proper resumable/durable workflow engine is somewhat involved. Looking at the tradeoff here. Maybe We can provide a simplified view over existing workflow system and let people swap them out later on. e.g. local workflow like "effect" vs "Azure durable functions" for example. Also LangGraph functional APIs are quite small and nice. |
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I like that idea. LangGraph can be a wrapper. My challenge right now is figuring out how to reuse GenAIScript scripts in a LangGraph workflow without basically turning them all into tools. My solution has been to refactor the business logic into util functions and keep the script file barebone. Maybe there is a better approach. |
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if you look at promptex, this is waht i do too. Moving all the typescript code into separate files (vibe coding so 1 function per file) https://github.com/microsoft/promptpex/tree/main/src/genaisrc |
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Yup I read it over the weekend.😄 |
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Here's some deep research cooked by Claude that uses LangGraph + GenAISCript |
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Love this. Functional API is pretty perfect. |
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Another llamaindex: https://ts.llamaindex.ai/docs/llamaindex/modules/workflows |
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super, I didn't know about functional api, that sound like the prefect fit for genaiscript |
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I second that. Thank you @pelikhan for this amazing library. I hope everyone will be using it someday soon. |
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Let's use this discussion to discuss workflow support in genaiscript.
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