it is interaction: user: book me a flight
(intent: flight booking, check if we have all the info: locations missing, date missing)
assistant: where do you want to go and when?
user: from london to nyc
(entity extraction, check if we have all the info: date missing)
assistant:
@abhi1thakur
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Flight Booking Chatbot: Intent Recognition and Entity Extraction Example
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Early AI Agents: Building Intelligent Systems Before LLMs
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Before LLMs were cool, I made ai "agents". Can you believe it? Here's an example of one of the "agents" that I made back then:
– user inputs a query such as "book a flight to london to new york on 24th may"
– intent classification model figures out the intent: book flight
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Arcee Conductor: Intelligent Model Routing with Free Credits
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Read more in the announcement blog post: https://
arcee.ai/blog/work-with
-the-right-ai-model-every-time-introducing-intelligent-model-routing-with-arcee-conductor
… and get $200 of FREE credits to start using Arcee Conductor (for a limited time) 7/N -
AI Model Routing Blog and Cost Saving Scenarios Discussion
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This blog talks about different cost saving scenarios: https://
arcee.ai/blog/ai-model-
routing-for-maximum-savings
… And if you have any questions, ask me! 🙂 8/N -
Best AI-Based Intelligent Model Routing Service Available
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dude! this is literally the best ai-based intelligent model routing service out here 😱 pic.twitter.com/JzkaHrbrvs
— abhishek (@abhi1thakur) 19 mars 2025dude! this is literally the best ai-based intelligent model routing service out here
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Arcee’s Router Mechanism and SLM Models Remain Closed Source
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its a bit more than that 🙂 but, no. the router mechanism and the internal SLM models that we use in the pool are not open source. You will find many other Arcee open source models here:
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400 Million Tokens of Free Inference Available
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Oh, by the way, that’s approximately 400 million tokens worth of free inference!!!!
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Arcee Conductor Product Launch Announcement
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Check it out here: https://
arcee.ai/product/arcee-
conductor
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Arcee Conductor: Intelligent Model Routing with $200 Free Credits
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Announcing Arcee Conductor with $200 FREE Credits —
Arcee Conductor is a new standard for intelligent model routing. It intelligently routes your prompt to the best model, to efficiently deliver precise results, for any task. Our pioneering work in small language models -

Arcee Conductor Launch: $200 Credits for New Users
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"Arcee Conductor: Intelligent Model Routing" is here and we are giving away $200 worth credits for new users