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Using Llama 2 to Answer Questions About Local Documents

swharden.com · published 30 July 2023

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Run Llama 2 Locally with Python Read at the source ↗
swharden.com
https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/blob/main/llama-2-7b-chat.ggmlv3.q8_0.bin
huggingface.co
https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML
huggingface.co
python language Read at the source ↗
python.org
https://pypi.org/project/langchain/
pypi.org
https://pypi.org/project/sentence-transformers/
pypi.org
https://pypi.org/project/faiss-cpu/
pypi.org
https://pypi.org/project/ctransformers/
pypi.org
https://visualstudio.microsoft.com/vs/community/
visualstudio.microsoft.com
https://learn.microsoft.com/en-us/cpp/build/vscpp-step-0-installation
learn.microsoft.com
https://github.com/facebookresearch/faiss
github.com
Chunking Strategies for LLM Applications Read at the source ↗
pinecone.io
https://dev.to/peterabel/what-chunk-size-and-chunk-overlap-should-you-use-4338
dev.to
https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/split_by_token
python.langchain.com
https://python.langchain.com/docs/modules/data_connection/document_loaders
python.langchain.com
https://swharden.com/static/2023/07/30/llama2-qa.html
swharden.com
https://swharden.com/static/2023/07/30/llama2-qa.ipynb.zip
swharden.com
https://swharden.com/static/2023/07/30/google.png
swharden.com
https://ai.meta.com/llama/
ai.meta.com
https://faiss.ai/index.html
faiss.ai
https://huggingface.co/TheBloke/Vigogne-2-13B-Instruct-GGML
huggingface.co
https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
huggingface.co
https://github.com/ggerganov/llama.cpp
github.com
https://pypi.org/project/llama-cpp-python/
pypi.org
https://llama-cpp-python.readthedocs.io/
llama-cpp-python.readthedocs.io
https://blog.ouseful.info/2023/04/04/langchain-query-gpt4all-against-knowledge-source/
blog.ouseful.info
https://github.com/langchain-ai/langchain/issues/2026
github.com
Faiss: A library for efficient similarity search Read at the source ↗
engineering.fb.com
https://towardsdatascience.com/running-llama-2-on-cpu-inference-for-document-q-a-3d636037a3d8
towardsdatascience.com
https://medium.com/@meta_heuristic/all-you-need-to-know-about-langchain-in-7-minutes-bdd486487a79
medium.com
https://github.com/swharden/swharden.com/issues/new?title=Feedback+on+`Using%20Llama%202%20to%20Answer%20Questions%20About%20Local%20Documents`&body=Regarding+https%3a%2f%2fswharden.com%2fblog%2f2023-07-30-ai-document-qa%2f+%0D%0DFeedback+goes+here...
github.com
https://github.com/swharden/SWHarden.com/blob/main/content/blog/2023-07-30-ai-document-qa.md
github.com
https://swharden.com/about/
swharden.com