Erudito: Easy API/CLI to ask questions about your documentation
Home Page: https://adriacabeza.github.io/erudito/
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FastAPI/Typer application that uses LlamaCpp and GPT4All to answer questions about your data. Everything runs locally.
Note that this is only a toy repository to experiment and play with all these new big LLMs.
That would be amazing :)
Documentation that is published on the github pages website is out-of-sync with the actual state of the docs/ folder.
For example the command for running the fastapi server on the website is wrong and it's corrected in the main branch of this repository.
Running python -m src.ingest hit an error on ingest.py:
39: embeddings = np.empty((len(chunks), llama.n_embd()))AttributeError: 'Llama' object has no attribute 'n_embd'I'm not sure why, because this shows the definition of n_embd. However, updating to llama-cpp-python==0.2.11 in requirements.lock resolved the problem.
Excellent project, thanks for making this for us folks who struggle to put these things together.
When I try to get it to read my files, I get error - PdfFileReader is deprecated and was removed in PyPDF2 3.0.0. Use PdfReader instead.
I have been trying to test this but the application is unable to load the model throwing out the following error. I am using quantised lora model from gpt4all repo for testing on a wsl distribution on windows 11 with a .txt data in data folder and the model in the model folder. I am using the following command
python -m src.ingest data/ models/gpt4all/gpt4all-lora-quantized.bin
It throws out following error
Model Path= models/gpt4all/gpt4all-lora-quantized.bin
llama.cpp: loading model from models/gpt4all/gpt4all-lora-quantized.bin
error loading model: llama.cpp: tensor '�~5��x�{�d��HuV' should not be 131072-dimensional
llama_init_from_file: failed to load model
Any suggestions?
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