Maestro + Qwen2 + DeepSeek-Coder-V2 : Generate APPLICATIONS with ONE PROMPT (FREE, LOCAL & FAST)

In this video, I'll be telling you that how you Generate Applications with Local AI Model Agents. This way you can do Text - To - Applications for free and locally. In this video, I'll be using Maestro combined with Qwen2 and DeepSeek Coder model via Ollama. This way you can outperform Claude-3.5 sonnet while being free. We'll make agents and sub-agents with these models and we'll be generating Games, Websites, Applications and much more in this video and figuring out which model configuration works best for local usage. You can also do Text-To-Frontend, Text-To-Application and other things with this. This Maestro tool can also be used with any opensource LLM, OpenAI models or the other Claude models such as GPT-4O, Claude-3, CodeQwen, Mixtral 8x22b, Mixtral 8x7b, GPT-4, Grok-1.5 & Gemini Code Assist.

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Resources:

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Key Takeaways:

📌 Revolutionary AI Creation: Discover how Maestro with Claude-3.5 Sonnet allows you to create apps like Desktop Apps, Web Apps, and Games with a single text prompt, using innovative AI Agents technology.

💡 Agent-Based Framework: Learn about the powerful agent-based framework where the Orchestrator LLM breaks down tasks, Sub-Agent LLMs handle execution, and the Refiner LLM ensures quality, providing seamless AI development.

💰 Cost-Effective Local LLMs: Explore the benefits of using local LLMs like DeepSeek Coder and Qwen, reducing API costs while maintaining high performance with the Maestro framework's flexibility.

⚙️ Step-by-Step Configuration: Follow our detailed guide to configure and install Ollama models, DeepSeek Coder V2, and Qwen2 72B, ensuring you set up your AI environment correctly and efficiently.

🎮 Creating a Snake Game: Watch as we demonstrate creating a Snake game using HTML, CSS, and JS, comparing results between Claude and local models, showcasing the potential of different AI configurations.

🌟 High Customizability: Understand the extensive customizability of the Maestro framework, allowing you to mix and match models from Anthropic, Gemini, and OpenAI to tailor your AI projects to specific needs.

👍 Viewer Engagement: Engage with our content by sharing your thoughts in the comments, liking the video, subscribing to the channel, and using the Super Thanks option to support further innovative AI content creation.

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Timestamps:

00:00 - Introduction
00:12 - About Maestro (Text-to-Application with Agents)
00:30 - About Agents
01:04 - Using it with Local LLMs
01:40 - Installation
03:40 - Using just the DeepSeek-Coder-V2 model leads to FAILURE
04:33 - Replacing DeepSeek-Coder-V2 with Qwen2 as Orchestrator
05:36 - Insane Results Outperforming Claude-3.5-Sonnet
07:53 - Conclusion

[josedelarocha]

Man, what is your setup to be able to run something like this?

[Laxobigging]

most underrated account. no bs. no psycho clickbait thumbnail. appreciate you

[Anthzqz]

Appreciate your work. I was in the process of making my own autonomous framework but the complexity soon spiraled. Maestro is exactly what I needed, thanks!

[KS-tjfc]

7:40 can you show us the total Input/Output Tokens used for the various LLM configurations (in all videos going forward, like a token counter on the bottom corner of the screen/Visual Studio). Example 3.5 Sonnet as Orchestrator, (Free) Deepseek CoderV2, Gemini Flash for final?

And how many tokens were used by Gemini Flash in All Roles, 3.5 Sonnet in All Roles. What’s the token savings when the main work is done by local (free) model, or cheaper Gemini Flash. Also — how about Deepseek Coder-V2 API, costs are only (In $0.14/ Out $0.28) per million tokens. Is Sonnet Using 10k tokens, Deepseek 150k and thus $0.18 sonnet and $0.04 Deepseek once combined??

Thank you for all your help and videos!!!

[xspydazx]

OH MY GOSH !-

I was able to incorporate this into a Chain !
It works very well ! on all models !

RESPECT TO THE MAX !!

[mugenmugen]

Can it all install in different directory?

[PratikBodkhe]

I tried this setup with only the difference of qwen2 7B instead of 72B. Mine hallucinates like crazy. At one point, deviating from JS to python to add 2 numbers. Nobody knows how it works.

[bobgeorgeff]

When you test the generated code, what platform)s) are you using to compile/run it?

[silentspy]

um could you please tell me like how much better is claude sonnet 3.5 than deepseek coder v2?Cuz I wanna make a real good txt to code ai .But the thing is I dont wanna pay and I have reverse engineered the deepseek coder v2 website giving me completely free and unlimited usage of deepseek coder v2 for free as an api.But it is almost impossible for the sonnet also it allows only a limited prompts so yeah if the difference is of 10-15 % then i will go with deepseek.edit:One nother question so like for the orchestrator can i take a ai that is good in chat but not in code or does it have to be good in code?

[world-]

Bro what, s on you right side of visual studio code ?

[dasdassdarrrr]

Can you upload your existing repo into it and generate new stuff with it?

[nothingish]

Thanks for the instruction. I gave it a shot, but Maestro doesn't put the codes in the specific folder after procedure. Can you tell what wrong is?

[Techonsapevole]

Fantastic, what about the incremental changes via chat ? openui does it

[aamironline]

Can it read the existing project code improve it?

[subins]

Hey, I tried out the following, but the files are not getting created inside the folder. Only .md files being created. Tried with both groq and ollama options and on windows and linux os as well. But same issue. Know a workaround?
And btw was the main branch the one used?

[jocksizer]

I have an RTX 4070 Super, I am pretty sure the 72B is impossible to use, will the 7B be sufficient?

[OldGamr]

Would this work to create a wordpress plugin. Something more advanced. I'd love to see a video on how to do this. Something with authentication, admin and user configuration.

[Noaman]

I am new php developer which llm i can use currently using deepseek ?

[diakorudd]

the frontend looks alot like coursera!

[legendarystuff]

I think I will go with sonnet for orchestration and refining and deepseek coder for the agentic taskss