raven VS AgentGPT

You might find David Shapiro's work on cognitive architectures of interest in general, and RAVEN in particular.

This is just a state of play issue. It's not good enough YET.

On cost: 3.5 is 1/15th the cost, and a bunch faster though supports less context, so it's worth experimenting with which parts of tasks need GPT-4 and which need 3.5 (perhaps a feature where GPT-4 manages the main tasking / verification and 3.5 handles the individual small tasks - even if GPT has to be called 15 times to get the same result, this approach wins).

On functionality: yeah, this is just some person's plaything. Reading the code it doesn't seem particularly well production grade (like many a python passion program). Something built similarly with a decent architecture (multi-agent + using an approach that automatically optimizes tasks) I can see this getting cheaper and better easily.

Just like in software dev, where we write a spec, write a plan, write acceptance criteria, write code, write tests, run tests, iterate, Auto-GPT type software needs a similar framework to work within that is not just defined by the code, but by generalizing that to an architecture. https://github.com/daveshap/raven is an interesting project exploring some of this.

This was the original purpose of RAVEN, but that project quickly became bogged down in discussion, debate, and drift.

I captured a conversation with ChatGPT here: https://github.com/daveshap/raven/blob/main/chatgpt4_raven_01.md

New and inquiring about Rust, SurrealDB. · daveshap/raven · Discussion #87 (github.com)

Check out the post/discussion on the RAVEN GitHub project: https://github.com/daveshap/raven/discussions/86

Here's a link to an overview of the architecture https://github.com/daveshap/raven/wiki/MARAGI-Architecture---High-Level

But u/SignificanceMassive3, great start! There's a community of us diving into this exact line of research: https://www.reddit.com/r/ArtificialSentience/ Pinoneered by David Shapiro: https://github.com/daveshap/raven

This particular project Raven seems to be exciting to make AI to help human society to generate prosperity, reduce suffer and increase information exchange. The founder mentions that blockchain will be a key component to store people memory. I suggest we shall all follow this repo, and my comments.

AgentGPT was an early agent framework designed to create, configure, and deploy autonomous AI agents. It mostly relies on looping OpenAI's GPT models like GPT-3.5 and GPT-4. AgentGPT allows users to set a goal for the AI, which autonomously plans, executes, and refines strategies to achieve it. This platform allows for both web browser access and local operation via Docker, or server deployment.

There's a few tools out there like AgentGPT (https://github.com/reworkd/AgentGPT, although it's a more conversational interface), and (https://github.com/logspace-ai/langflow) and others. I think most developers definitely prefer a code-first interface though like a library but haven't found one that's great yet. We've used them in the past but didn't have the best experience so would love to hear if anyone has worked with a library they found really flexible.

17. AgentGPT

I saw a post earlier this week saying that they feel the outputs from ChatGPT have been declining, and a lot of people agreed. There are a good amount of quality AI chat alternatives out there besides ChatGPT and some even offer GPT-4 for free! Here's a list of alternative chatbots to try out (I've tried all of these not some bs list): Perplexity: "The first conversational search engine" (GPT-3.5 Free / GPT-4 Paid $20 a month) Bing: Microsoft's Chatbot with multimodal capabilities. (GPT-4 Free) Poe: Quora's AI app with multiple models (GPT-3.5 Free / GPT-4 free with 'limited access') AgentGPT: "Autonomous AI agent" Give one prompt and it will run continuously until finished. (GPT 3.5 Free / GPT-4 API access required) sign up for GPT-4 API waitlist here HuggingFace: Largest open source AI community find thousands of different open source projects (Free site) Ora: Access community LLM's or build your own (GPT-3.5 Free / GPT-4 Free) Direct link to free GPT-4 Inflection Pi: A personal AI chatbot (not meant for research purposes) (Free site) ... unsure what model I have seen conflicting information I believe it's GPT-3.5 Nat.dev: Use GPT-4 in playground and compare to other models (GPT-4 $5 credit fee) Merlin: Access GPT-4 chatbot in any browser (GPT-4 limited free plan / GPT-4 unlimited starting at $19 a month) These are all credible chatbots that have been running for months the majority do require email signups however. Hope this helps! **P.S.** If this was helpful and you want to keep ahead in the AI game, consider joining my free daily newsletter! Sent out every weekday at 9 a.m. sharp, it will keep you up-to-date on the ins and outs of generative AI technology, all over your morning cup of ☕️.

AgentGPT: "Autonomous AI agent" Give one prompt and it will run continuously until finished. (GPT 3.5 Free / GPT-4 API access required) sign up for GPT-4 API waitlist here