Most of what we ask LLMs to do inside pipelines isn't generation. It's decisions. @typesafeai System One models are built for exactly that, and they're now in @Haystack_AI
The new integration gives you two components:
🏷️ TypeSafeDocumentClassifier answers your questions about each document and stores the results in its metadata.
🔀 TypeSafeTextRouter sends text to the right branch, with an optional low_confidence output so uncertain cases can fall back to an LLM or a human.
Use them with TypeSafe's hosted Jev model, or keep everything on your own infrastructure with Ollaya, which serves open decision models like Laya locally through the TypeSafe API.
🐍 pip install typesafe-haystack
👉 haystack.deepset.ai/integrat…
🛠️ Built at the @truefoundry Hackathon at @polaris_code: an agent that rehearses network config changes before they reach production.
⚠️ Problem: One bad change can take a network down. Debugging it is another hell of a journey.
Looking forward to my CFP getting accepted at Communi-Con at the @IndiaFOSSfossunited.org/c/indiafoss/2…
Feel free to like it if the proposal sounds interesting.
At the @spacetimedb Midnight Moonshot Hackathon, building "Settle", a negotiator agent for any of your conflicts.
Conflicts are everywhere; let's have a neutral AI mediator rather than biased people.
@aachmannnn@Bhoomiarora_
Quick update:
@documenso integration to send the agreed clauses to the initiator and responder on the fly, breaking the usual printout, sign, and upload loop.
At the @spacetimedb Midnight Moonshot Hackathon, building "Settle", a negotiator agent for any of your conflicts.
Conflicts are everywhere; let's have a neutral AI mediator rather than biased people.
@aachmannnn@Bhoomiarora_
Sharing a detailed blog post on the design decisions made while experimenting with @Haystack_AI <> @zenml_io's Kitaru.
Blog: srinikethj.hashnode.dev/more…
Well, from now on, this is my go-to observability stack for my Haystack application. Really loving this ❤️
Found an interesting feature in @GoogleTranslatr (actually I found it now 🤣)
Play audio for the first time; it's normal. The second time, the pronunciation is slow. This keeps repeating. Helped me pronounce better.
@Haystack_AI and Kitaru is a great combination.
The analogy of food🍽️ and salt🧂 holds good here
Too much salt, and you’re going to spit it out immediately. Too little salt, and the food won’t be enjoyable either. The same applies here: Haystack is your food, and Kitaru is salt