AutoGen + LangChian + RAG + Function Call = Super AI Chabot
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- Опубліковано 25 лис 2023
- #autogen #langchain #callfunction #RAG #automation #chatbot #ai
In this step-by-step guide, you'll learn how to use Langchian, Autogen, Retrieval Augmented Generation (RAG) and Function calls to build a super AI chatbot
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[Link Used]
AutoGen GitHub : github.com/microsoft/autogen/...
LangChain : python.langchain.com/docs/get...
RAG Paper: arxiv.org/abs/2005.11401
Google Colab : colab.research.google.com/dri...
Additional Tags and Keywords:
#AI #Chatbot #AutoGen #LangChian #RAG #FunctionCall #SuperAI #python #Technology #Innovation #ArtificialIntelligence #MachineLearning #NaturalLanguageProcessing #VirtualAssistant #Automation #HumanComputerInteraction #ConversationalAI #DigitalTransformation #Tech #video - Наука та технологія
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Appreciate your work. This framework helped a lot. I have been trying to tie in FAISS with Autogen.
I am happy that I could help you, please when you complete the code could u share with us your knowledge 😀
Cool!
Once you know about everything you talk about in this video beforehand this clip is cery helpful 😂😂😂
thank you, bro we are coming with new videos going blow your mind 😂😂😂😂🔥🔥stay tuned
amazing video really appreciate your efforts .. but it would be even better if you could make long videos with detailed explanation particularly keeping beginners in mind because only knowledgeable people like you can do this
thank you so much for watching, please I have covered some beginner-friendly tutorials on my channel page, and I'll do my best to explain things in more detail. Thanks again!
This was a great watch !! I’m wondering how the architecture would differ if we were to attempt using real time data instead
Thank you for watching. Indeed, the architecture will be different a bit. It could be worthwhile to consider developing your own web scripting
where did you define the function answer_pdf_question please? Can you share the github repo?
I get this error: NameError: name 'answer_PDF_question' is not defined
please check the description 😀 you will find the code there
You can try this
llm_config_assistant["functions"][0]["name"]
like this
function_map={
"answer_PDF_question": llm_config_assistant["functions"][0]["name"]
}
@@VishalPadasawan thank you so much 🙏🙏
Can you explain how to solve chatbot, when human_input_mode always.
i will , keep reminder me
Bro, that binaural waves makes me anixous a bit
I am sorry bro we have fixed for upcoming videos
thats exactly what i am looking for with just a little update : no need fuction call with Agentbuilder from autogen, and maybe adding taskweaver to the agent workflow :o!
thank you for watching, I will try to include Taskweaver in my next video.
@@GaoDalie_AI 🙏🏼
@@rakicrypto1447 if you like the content and want to support me please subscribe to get the latest AI news. thanks in advance
What kind of stuff have you been able to do with it?
@@nattyzaddy6555 You can create any chatbot with multi-tasking capabilities, such as a business chatbot that can fulfil roles like a manager, accountant, or any other function you desire
I get this error
NotFoundError: Error code: 404 - {'error': {'message': 'Unrecognized request argument supplied: functions', 'type': 'invalid_request_error', 'param': None, 'code': None}} but i have the good autogen version
did you check your API maybe you have a problem with API
I don't like using litellm to connect to models. I find langchain's llms module a better way to connect to ollama models. Can this connection be used in autogen?
Yes we can use it and I am still debugging the code if I solve i will cover it in my upcoming videos
Do you you use a Windows OS? My Windows policies block autogen from running scripts. It will sometimes get around the issue after 8-9 attempts, but this is expensive and inefficient. There must be a better/smarter way. Thank you
I use Google colab
Thank you. Do you know how or can you work a way around this problem? I heard docker was a way, but I dont know how to use it @@GaoDalie_AI
can you do this with transformer from huggingface and llm as googlepalm?
thank you for watching yes I can do 😀
Can you do this with Open source models instead of using openAI api which is a bit costly ?
yes, I can do I will try to make a tutorial on how to build a super AI chatbot (open-source model )
@@GaoDalie_AI Nice! Looking forward to that
@@GaoDalie_AI I definitely need to do that, is it very hard?
@@nattyzaddy6555 when I need to upgrade 🤣my Google Colab I need high CPU and memory to start this project
Can you add computer vision and speech recognition and make it able to remember and converse? basically make customable GPT-4 & Assistant API that could remember the whole context?
yes, I will make this video as soon as possible stay tuned!
@@GaoDalie_AIThank You! I already subscribed (if that's even count). Hope your channel blow up! Also, since you seems like a challenge taker person, what about you add open source text-to-image like Fooocus? Or maybe text-to-video also? You'll surpassed the GPT-4 capability by having text gen, speech reg/gen, cv, image gen +video gen. It'd be THE REAL SUPER APP!
@@elpablitorodriguezharrera thank you for your support, I will try my best
Nice work but it's not a real time chatbot that you can converse back and forth with. I am looking for something of that sort. Thank you though
thank you for watching, maybe I will cover real-time chatbots in my future videos stay tuned 🤔🤔
@@GaoDalie_AIthanks. That’s actually my question as well. Upon researching I found Autogen do not support it yet so I imagine somehow, every time you send a message to Autogen agents, you’ll have to pass the entire chat history