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This is very helpful, Kris! I've been wanting to play around with building agents but the 3rd party options (Langchain, Autogen, CrewAI, etc.) are all exceedingly over-complicated, the code is deeply obscured and obfuscated and the dependency requirements tend to be quite extreme. Most importantly, they don't generally work at all well with smaller local models, and since the only way to adapt them would be through adjustments to the underlying prompts (which are obscured below multiple layers of unintelligible code) we need a solution that gives us direct access to what is going on under the bonnet. Your example is very basic, but can provide a jumping off point for developing customized and functional agent systems. Thank you!!

Another fascinating project! I really appreciate the integration of agents' thought processes, adding an explanatory layer to their interactions. Exploring creative interactions in unresolved areas could be intriguing.

This already gonna be a banger

Was waiting for some beginner projects ty

Great video -thank you:)

This video is a beginner AI project on creating "agentic behavior" by having two AI agents autonomously interact with each other. The creator uses Python, OpenAI's GPT-4, Anthropic's Claude, and 11 Labs' text-to-speech, but you can use any models. The key steps are: 1) Set up API keys/clients 2) Define text-to-speech and audio playback functions 3) Create agent chat functions that take user input, a "system message" to define the agent's personality, and a memory of the conversation 4) In the main function, get user input for conversation topics and max messages, update the agents' system messages, and kick off the conversation with an initial message 5) Loop through the agents having a back-and-forth conversation, using the chat functions and updating their memories each turn, until the max messages is reached. The video doesn't go in-depth on optimizing the prompts, handling errors, or creating an actual two-way infinite conversation loop. It's more of a simple demo of the concept than a complete, production-ready system.

your are very Genius

마지막 대화가 어떻게 이어졌을지 관심이 쏠렸을 것이다. :)

The link to your discord is broke :(

Hmm, Kris, why did you cut off the agents when they started critiquing your code? hehe

16:25 It sounds like they are each hearing each other thoughts, the male AI thought the female AI might not like the AI topic before she said it out loud to him. Perhaps edit the prompt so each agent thinks independently of each other?

Love your videos! I suggest you change your channel name to 'The Bearded Swede' :P

Where are the agents here? These are just normal chat bots with their own contexts talking to each other. I thought you were going to introduce LangChain and web browsing agents or coding agents or other agents that supplement the basic LLM capabilities.

the green convo is narcissistic trying to manipulate the other into their fantasy while the yellow convo thinks the green actually cares about their interest lol

was so obvious that with time you will use a cap lol

Kinda need a before and after thoughts not just after.

Can you see if you can get AutoDev to work? interested in this.