Search websites for the first few pages of products for a specific keyword, organize the list in a visually pleasing way along with a picture of the product, url link, product title, price, and average review score.
Hi and have a nice day, I am trying to realize a project that connects several OpenSource LLM's with an agent framework. Each LLM is supposed to solve a specific task. Unfortunately, I can't describe it as well as I would like to, but I'll give it a try. It is about receiving, unpacking and analyzing a PST file. There should be a separate trained LLM for each area of the analysis. For example, an LLM that graphically displays the connections of the suspect to others, one that is trained with different languages to search in all possible languages, .... so the whole thing is briefly outlined. Since I am still relatively new to this area, I would be very happy to receive tips and tricks. Thank you and best regards René
🎯 Key Takeaways for quick navigation: 00:00 🤖 *Introduction to Autogen Studio* - Overview of Autogen Studio's capabilities to run multiple AI agents with specific skills. - Each agent utilizes different machine learning models for assigned Python functions. 00:26 🛠️ *Setup and Usage Guide* - Step-by-step guide on setting up and using Autogen Studio's latest version. - No coding knowledge required for running workflows using local machine learning models. 01:22 📚 *Installation and Model Configuration* - How to install Autogen Studio and configure different models including GPT-4. - Detailed explanation on adding new models and testing their setup. 02:21 🖥️ *Local and Remote LLMs* - Differences between using local machine learning models and remote models like GP4 preview. - Insights on adding models to Autogen Studio through LM Studio. 03:23 ⌨️ *Creating Skills for Agents* - Process of adding new skills to agents through simple Python functions. - Example provided on creating a function for fetching TH-cam comments. 04:18 🎭 *Agent Creation and Configuration* - Steps to create agents with specific roles and skills within Autogen Studio. - Explanation on naming agents and assigning them predefined skills. 05:42 🔄 *Creating Workflows with Agents* - Workflow creation logic combining multiple agents for a series of actions. - Understanding of how user proxy agents manage the flow of tasks between agents. 07:08 🛠️ *Workflow Step-by-Step Guide* - Detailed guide on setting up a workflow in Autogen Studio to generate TH-cam video content. - Includes step-by-step instructions from capturing TH-cam comments to generating content ideas. 08:02 📈 *Workflow Execution Results* - Demonstration of the final result after running the created workflow in Autogen Studio. - Insights gained from the comments captured and content ideas generated. 09:29 🚀 *Conclusion and Further Applications* - Recap of capabilities showcased in the tutorial and potential applications. - Invitation for viewers to explore developing their own agents and workflows. Made with HARPA AI
I keep running into an issue where the agent doesn’t follow the prompt instructions. When I ask it for its prompt it repeats back the initial prompt or a prompt from a prior session even though this is a new session. Did you have this issue? The problem this presents is all the agents responding to all the requests.
Let's say you want a local multi agent workflow, would you have to load all models to memory if they are different models? I am assuming yes, what if I want to use a the same model with multi agents, do I need to load the same model to memory several times? Or how does that work?
If you want different models running locally you will have to run each model in a different port (or server) and have as many APIs endpoints as models you want to run. They will need to all be loaded in memory and/or gpu. If you use the same model, you will have one API endpoint that each agent would call (sequentially) so you just need to load it once in memory. If multiple users are using the workflow or multiple calls are done in parallel, I think it would depend on the architecture of the LLM. Not sure about that case but I will research about that. 🤔
The question I've yet to see asked or answered is, "how do you create login" info and save the data you store in the UI? When I access the platform, after adding agents and skills, its as if I never did anything. Everything is back to default.
Is there a specific format for the skills or way to instruct the agent to use the skill. Also I think you can not run skills with open source models. I found out that only Open Ai models can run these skills. Locally hosted models would not run them. Any idea ?
Is there a way to save the 8081 environment? Every I set it up it times out after like 10mins. I want to be able to come back later in the day and keep working on it. Thanks
thank you, is there a way/idea i could use python and autogen to automate still image animations like i do on my channel? or at least partially automate? this would be revolutionar!
Question Twitter/X LLM has a tree branch like UI. Do you know of any open source project that have this? With how I use LLMs this would be very useful but I cba to build it myself.
Great thank you! I've got it almost working ... keep getting this reply "As an AI language model, I don't have direct access to external databases or APIs, including TH-cam's API, to fetch comments or perform any actions on TH-cam." I've the API key, also added it in script to test, but nothing :( What am I doing wrong?
snake_case is lowercase with underscores, to differentiate it from camelCase which puts words together but capitalizes the first letter of each word but the first.
Hey, bro! Can you help me this this prblem: AGENTS TERMINATE Agent Messages (3 messages) | 1 sec userproxy ( to adminstrative_chat ) hey adminstrative_chat ( to userproxy ) Hello! How can I assist you today? userproxy ( to adminstrative_chat ) TERMINATE I'm getting several times those TERMINATE massega how can i hide it? Cause I see you dont getting this message(
My PC is an old HP Z620 server only has VTx, can I still install Autogen Studio AND which LLM should I be able to install locally if I can use this old server which has 64GB RAM? Thx for the video!
Let me know here what workflow you want to streamline with your army of agents 👇🏻✨
Same agents but with Twitter comments! Good video thank you
Search websites for the first few pages of products for a specific keyword, organize the list in a visually pleasing way along with a picture of the product, url link, product title, price, and average review score.
Hi and have a nice day,
I am trying to realize a project that connects several OpenSource LLM's with an agent framework. Each LLM is supposed to solve a specific task. Unfortunately, I can't describe it as well as I would like to, but I'll give it a try.
It is about receiving, unpacking and analyzing a PST file. There should be a separate trained LLM for each area of the analysis. For example, an LLM that graphically displays the connections of the suspect to others, one that is trained with different languages to search in all possible languages, .... so the whole thing is briefly outlined.
Since I am still relatively new to this area, I would be very happy to receive tips and tricks.
Thank you and best regards
René
Video quality is getting better and better 🤗
I was looking for tutorials for this so thanks man!
🎯 Key Takeaways for quick navigation:
00:00 🤖 *Introduction to Autogen Studio*
- Overview of Autogen Studio's capabilities to run multiple AI agents with specific skills.
- Each agent utilizes different machine learning models for assigned Python functions.
00:26 🛠️ *Setup and Usage Guide*
- Step-by-step guide on setting up and using Autogen Studio's latest version.
- No coding knowledge required for running workflows using local machine learning models.
01:22 📚 *Installation and Model Configuration*
- How to install Autogen Studio and configure different models including GPT-4.
- Detailed explanation on adding new models and testing their setup.
02:21 🖥️ *Local and Remote LLMs*
- Differences between using local machine learning models and remote models like GP4 preview.
- Insights on adding models to Autogen Studio through LM Studio.
03:23 ⌨️ *Creating Skills for Agents*
- Process of adding new skills to agents through simple Python functions.
- Example provided on creating a function for fetching TH-cam comments.
04:18 🎭 *Agent Creation and Configuration*
- Steps to create agents with specific roles and skills within Autogen Studio.
- Explanation on naming agents and assigning them predefined skills.
05:42 🔄 *Creating Workflows with Agents*
- Workflow creation logic combining multiple agents for a series of actions.
- Understanding of how user proxy agents manage the flow of tasks between agents.
07:08 🛠️ *Workflow Step-by-Step Guide*
- Detailed guide on setting up a workflow in Autogen Studio to generate TH-cam video content.
- Includes step-by-step instructions from capturing TH-cam comments to generating content ideas.
08:02 📈 *Workflow Execution Results*
- Demonstration of the final result after running the created workflow in Autogen Studio.
- Insights gained from the comments captured and content ideas generated.
09:29 🚀 *Conclusion and Further Applications*
- Recap of capabilities showcased in the tutorial and potential applications.
- Invitation for viewers to explore developing their own agents and workflows.
Made with HARPA AI
❤
Woah man, this is great! Please make more such tutorials!
Thanks for the thorough explanation!
Great video, many thanks
Merci Jean Jacques
Great video! Thanks a lot Dona.
I keep running into an issue where the agent doesn’t follow the prompt instructions. When I ask it for its prompt it repeats back the initial prompt or a prompt from a prior session even though this is a new session. Did you have this issue? The problem this presents is all the agents responding to all the requests.
I'm having the same issue man, if is soo frustrating. That's why I switched back to autogen
Nice mate, use GPT everyday extensively to right high quality code (13 year experience). I found this video very useful and well explained.
Oh length of video is good. Glad it’s not longer than 10 min
Thanks Dona!
Let's say you want a local multi agent workflow, would you have to load all models to memory if they are different models? I am assuming yes, what if I want to use a the same model with multi agents, do I need to load the same model to memory several times? Or how does that work?
If you want different models running locally you will have to run each model in a different port (or server) and have as many APIs endpoints as models you want to run. They will need to all be loaded in memory and/or gpu.
If you use the same model, you will have one API endpoint that each agent would call (sequentially) so you just need to load it once in memory.
If multiple users are using the workflow or multiple calls are done in parallel, I think it would depend on the architecture of the LLM. Not sure about that case but I will research about that. 🤔
@@DonaAI interesting! Thank you for your answer!
The question I've yet to see asked or answered is, "how do you create login" info and save the data you store in the UI? When I access the platform, after adding agents and skills, its as if I never did anything. Everything is back to default.
Yeyyyyy... Lets go Dona!!!!🚀🚀
Is there a specific format for the skills or way to instruct the agent to use the skill. Also I think you can not run skills with open source models. I found out that only Open Ai models can run these skills. Locally hosted models would not run them. Any idea ?
Is there a way to save the 8081 environment? Every I set it up it times out after like 10mins. I want to be able to come back later in the day and keep working on it. Thanks
thank you, is there a way/idea i could use python and autogen to automate still image animations like i do on my channel? or at least partially automate?
this would be revolutionar!
Question Twitter/X LLM has a tree branch like UI. Do you know of any open source project that have this? With how I use LLMs this would be very useful but I cba to build it myself.
Great thank you! I've got it almost working ... keep getting this reply "As an AI language model, I don't have direct access to external databases or APIs, including TH-cam's API, to fetch comments or perform any actions on TH-cam."
I've the API key, also added it in script to test, but nothing :( What am I doing wrong?
is it become better now, i mean it was really buggy 3 weeks ago.
Never heard "snake case" before, we just call them underscore. Good content! Which chatgpt model do you think is most cost effective?
snake_case is lowercase with underscores, to differentiate it from camelCase which puts words together but capitalizes the first letter of each word but the first.
pip install -U autogenstudio
This fixed my Missing Column in Database Error and now I can add agents.
Hey, bro! Can you help me this this prblem:
AGENTS
TERMINATE
Agent Messages (3 messages) | 1 sec
userproxy ( to adminstrative_chat )
hey
adminstrative_chat ( to userproxy )
Hello! How can I assist you today?
userproxy ( to adminstrative_chat )
TERMINATE
I'm getting several times those TERMINATE massega how can i hide it? Cause I see you dont getting this message(
Ensure you don’t have terminate as the default response.
fonts need to be bigger i think
Good point! Thanks for the feedback!
How much for 3 hours of your time? Serious question
Feel free to drop me an email if you need some help on your project 😉
My PC is an old HP Z620 server only has VTx, can I still install Autogen Studio AND which LLM should I be able to install locally if I can use this old server which has 64GB RAM? Thx for the video!