Prompt Engineering And LLM's With LangChain In One Shot-Generative AI
ฝัง
- เผยแพร่เมื่อ 14 มิ.ย. 2023
- github: github.com/krishnaik06/Prompt...
n this video, we will discuss the topic of prompt engineering with LangChain. LangChain is a Python library that makes it easy to create and manage prompts for large language models (LLMs). We will cover the following topics:
1.What is prompt engineering?
2. How does LangChain work?
3. How to use LangChain to create and manage prompts
4. Examples of using LangChain to create different types of prompts
5. What is prompt engineering?
Prompt engineering is the process of creating prompts that help LLMs generate better outputs. Prompts can be used to guide the LLM's reasoning process, provide additional information, or simply make the task at hand easier to understand.
How does LangChain work?
LangChain is a Python library that makes it easy to create and manage prompts for LLMs. LangChain provides a number of features that make it easy to create complex prompts, including:
A template system that allows you to create prompts that are easy to read and understand
A prompt manager that allows you to store and manage your prompts
A prompt evaluator that allows you to evaluate the performance of your prompts
#generativeai #langchain
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Thanks for explaining it in such a simple way. A good start for the beginners.
i really appreciate your skills krish thanks alot you are bringing the advanced tecnologies to the poor peole too hats off krish
Thank you krish for bringing advanced technology for us.means alot😊
I saw many Udemy videos but your way of delivering content is unique, thanks for all your efforts it helps all my team members. I have a request can you please create a detail tutorial on LangSmith how to maintain large scale LLM application to the production using LangSmith.
Regards,
Thankyou Krish sir really helpful❤
Thankyou Sir ❤ ...we love your teaching
just one request
can you make one video of how to train our data set like as emp.csv data set and how to ask questions plz sir .
Thank you so much krish💚💚
keeping the version of particular libraries will help to get those done quickly . Otherwise with the time will faced deprecated , or not support issue , since we try to use the latest
Nice... As usual...
We need more end-to-end MLOps projects, maybe with google cloud deployment this time. CI/CD is the most important skill for any data science position.
You guys demanded for langchain. He is providing langchain tutorials. This is available for free. SO STOP BUGGING THIS MAN LIKE THIS
@@geekyprogrammer4831 should've fixed the tonality of my phrase, of course I didn't meant any of what you said, just keeping my paragraph short and to the point so that many people can see it.
I've been following this man for more than 6 years now. And I appreciate everything he had shared with us. To me Krish Naik is a true Hero.
What I'm pointing is that no matter how cool a tool is, we have to go with the market's needs, I never heard of Langchain and I don't think I'll ever do or see it in any job description in the upcoming 2-3 years, I've been in the industry for a long time now and I'm sure that Mr. Krish knows what I'm talking about.
Although he's trying to fulfill his followers needs and I fully respect that, but I believe giving people what they *NEED* is far more important than what they *WANT*.
That been said, I see many freshly graduates focus more on the modeling and maths part, and forgets that the industry isn't looking actually for that, because good models already exists, what the companies want is a good developer that can manipulate, transform, clean and make a good ML pipeline that serves the model, this what gives the model highes accuracy, a good example is OpenAI, their model "GPT" is not a complicated one, the complex job was acquiring all the good data they need for their model in order to behave well.
In fact as a data scientist, you are expected to work on your data and APIs 80% of your time, 20% goes for the analytics, deployment, reports and the modeling part. That's why I'm asking to focus more on MLOps.
Have a good day.
@@geekyprogrammer4831 u think u r the best
Hi Krish, Please put videos on evaluating LLMS based on Langchain
Thanks krish❤️
Thanks your sir 😀 17:19
Thank you
very informative video...how to identify intent of the content asked by the user in the chatbot using langchain framework?
Hello Krish,
What would be the path to learn prompt engineering in order to get a job. Can you please list the skills set and resources for the same.
Pls tell how to restrict the ggml 7b model answering out of the context, if user chatting with particular documents
nicen as usual
Please make end to end with steamlit project on time series forecast project
thanks
Hey Krish, This video series on lang chain are enthusiastic. However, I have a quick question, are the responses we are getting are they limited to the ChatGPT training period, i.e., Sep 2021? or will it get current updated data as well? Can I ask questions related to year 2022 or 2023?
U need to integrate with google search api
@@krishnaik06 Will there be a video on google search api?
Pls upload videos on various mlops tools
Shut up. He is not a robot OK!
😊 happy to see kannada
Krish can we use prompttemplate along with Faiss db and conversationalretreivelchain in order to interact with pdfs
Yes, We can. I recently developed an application on that.
I getting API connection error while running chain1.run('income tax') line. Rest of the steps excuted without error. Please help
Do we have to pay for the Openai API?
🙏👍
how you are using VS code like notebook?
Please help anyone who knows this trick.
can we run this kind of code in googlecolab?
Pls upload videos on mlops tools dailyy
Quiet!
1st comment 😊
Hello sir you know kannada as well ?
early comment
Prompt responses are not correct in kannada
": 'How are you?', the answer is 'I am.' Now look at the original translation, which was used to describe the language, and also the English translation."
why i am getting this output
i am using huggingface
How come you are reading kannada😁 ? What is your native language
bhai hindi me bhi padha diya kro..ache se smjh aata usme
Sir are u in any foreign country if not plz drop the accent it's really irritating and doesn't suit you it just my opinion don't take offence apart from that you are doing an amazing job these videos help many people keep doing your amazing work 👍❤️❤️