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7 contributions to Data Alchemy
Challenges with Content Creation GPT Bot
Hello all, I'm working on a content creation GPT bot project for a client's product review website. I am facing challenges with ensuring the GPT strictly follows detailed instructions and effectively uses a knowledge base of 12 files. The goal is to generate consistent and high-quality content following the structure of their previous articles. We're considering Langchain, Assistants API, RAG, fine-tuning GPT 3.5, and Flowise as potential solutions but need guidance on the best approach to achieve strict compliance with instructions and ensure proper knowledge base files utilization. Also, advice on training the model for consistent tone and style based off of a file/document for the tone & output. I have attached the prompt/instructions and wanted to know if anyone had advice on how to get the AI to follow everything. Thank you all for your help!
3 likes โ€ข Jan '24
Advice that I got from an AI automation expert: "Using langchain with openai function call would be the best option. Creating a strict prompt template with langchain is straightforward. If you use the think plan action rule it will follow instructions to the letter. They are fine tuned models trained for this. Zero shot or ReAct framework is great for conversational flows then having the function call openai agent set for using the rag tools. If using rational DB use the sal retrieval chain. If using no rational Db then use mongo db. Both have retrieval chains built in with langchain. Flowise is OK for simple things but once you need to create custom code or python reps it tends to get lost which tools to use. I would recommend Langchain all the way!"
Github Copilot and Newer Technologies - Open Spource Coding LLM?
The biggest problem with Copilot is that is unaware of emerging technologies and newer frameworks. About 5 months ago a create a RAG app loaded up with the github websites for technologies I use, and it seemed to do ok. I may need to try again. Is anyone aware of a good opensource coding LLM that performs reasonably well?
1 like โ€ข Dec '23
I have been using the premium version of GPT-4 with the web browsing etc. and it does pretty well with the expert coder role, I will check out codeium!!
New Tutorial โ€” OpenAI Assistants API
Hey guys, it's been a while since I've uploaded a video. I've been extremely busy the last couple of weeks, but I am back with a brand-new tutorial on the OpenAI Assistants API! In this video, you will not only learn the basics of the new API, but I am also going to provide you with a framework to build bots with it! So make sure to check it out and leave a like! ๐Ÿ™๐Ÿป
3 likes โ€ข Nov '23
Thank you!! I been struggling with the api docs yesterday, Iโ€™m building a telegram bot with the assistant API, function calling, knowledge retrieval in node.js
2 likes โ€ข Nov '23
Do you all think Langchain will come up with a solution for the assistants API?
GPT-4 Customer service bot
Hey guys, I need help. I am building a customer support telegram chatbot in node.js full code for a NFT marketplace and having trouble with it responding that it doesnโ€™t have access to real-time data, although it is connected to the updated JSON data/API. When I ask the bot what sold today on the marketplace it replies with "as an AI language model I don't have access to real time data" and in the system prompt, I told it that it does. What do you all suggest I do so that it can access the recently sold api data and give the responses using openai based on the json data? I attached images of the system prompt, other responses it generates that arenโ€™t as helpful if itโ€™s supposed to replace human interaction, and its response to the /popular command using the marketplaceโ€™s API json data: Should I add Langchain to make it an agent? Or fine-tune it using GPT 3.5? Do you all know any methods to fix the issues? Thank you sm if so๐Ÿฅน
GPT-4 Customer service bot
3 likes โ€ข Oct '23
@Shivkumar Honnukai hey thanks. Itโ€™s in node.js as a telegram bot & webhooks to the API
1 like โ€ข Nov '23
@Dave Ebbelaar do you think the assistants or custom GPT could help with this? Can you use it with API?
This will revolutionize the AI space, once again ๐Ÿซจ
I just watched OpenAI's first "Apple-style" developer event, and here's what you need to know: GPT4 used to be the best model, but now they have announced GPT4-Turbo, which is: - Better - Faster - Cheaper - Has more functionality - And has 128k input tokens (thatโ€™s 300 pages it can analyze at once!) That is incredible. But what does this mean for you? ๐Ÿค” Well, ChatGPT and custom AI solutions are going to get a lot better, which can ultimately help you become way more productive. They have also introduced "custom GPTs", a new way for anyone, including you, to create a personalized version of ChatGPT (no coding required) and share them with others. For instance, you can create a custom ChatGPT app using your own data (private, of course) to onboard new employees and provide them with all the necessary information. ๐Ÿ™‹๐Ÿผโ€โ™€๏ธ And there's much more, which I'll discuss later. Once again, OpenAI has pushed the boundaries of what's possible. What are you most excited about?
4 likes โ€ข Nov '23
This is amazing!!!
1-7 of 7
Nikol Hayes
3
20points to level up
@nikol-hayes-2143
AI Engineer. Python enthusiast passionate about creating innovative, modern, tech solutions & chatbots for businesses. AuroraVoiceAI.com

Active 14d ago
Joined Aug 17, 2023
San Francisco
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