This tutorial explained how to use the AssemblyAI data reader for LlamaIndex. You learned how to transcribe audio files and load the transcribed text into LlamaIndex documents, and how to create a Query Engine to ask questions about your spoken data. Below is the complete code: fromllama_inde...
If the Code Interpreter Tool is not in this list, it won't be imported when you do from llama_index.tools import *. To resolve this issue, you need to add the Code Interpreter Tool to the __all__ list in the llama_index/tools/__init__.py file. If the Code Interpreter Tool is ...
"The fourth is that there are some tools out there that let you upload files, and they build custom indexes for you using libraries like LangChain or Llama Index that are provided to the language model to guide its responses. That’s still a ...
1 ! pip install -qU datasets sentence-transformers numpy pandas tqdm Additionally for Voyage AI: voyageai: Python library to interact with OpenAI APIs 1 Additionally for OpenAI: openai: Python library to interact with OpenAI APIs 1 ! pip install -qU openai Additionally for UAE: transformers: ...
I am running GPT4ALL with LlamaCpp class which imported from langchain.llms, how i could use the gpu to run my model. because it has a very poor performance on cpu could any one help me telling which dependencies i need to install, which...
We will use LangChain to create a sample RAG application and the RAGAS framework for evaluation. RAGAS is open-source, has out-of-the-box support for all the above metrics, supports custom evaluation prompts, and has integrations with frameworks such as LangChain, LlamaIndex, and observability...
5. Manipulating context to establish and guide context for enhanced precision and user satisfaction Setting up LangChain in Python Installing LangChain in Python is pretty straightforward. You can either install it with pip or conda. Install using pip pip install langchain Powered By Install using...
Finally, I ran the code below using Python: ollama = Ollama(base_url=url, model="llama2") print(ollama("why is the sky blue")) But it gave the error 404. I tried to install ngrok on Python and set the auth token and I expected it can connect to the url. But it still gave...
image_base64 = convert_bytes_to_base64(buffered.getvalue())#Warning: this section of the code does not support external IDEs like spyder and will break. Run it loccally in the native terminalimages_base64_list.append(image_base64)#Add to vectorstore# The vectorstore to use to...
Pip install openai, llama-index, python-dotenv Then call the gpt-3.5-model as referenced below: This is a Python script to make a normal request. We first need to import os and dotenv packages to load the API key. It is a best practice to not add the key explicitly in the code. Se...