Problem Setting up a FAISS vector memory in Python with embeddings
Dec 29, 2024 · TypeError: FAISS.from_embeddings() missing 1 required positional argument: 'embedding' However, if I now write vectorstore = FAISS.from_embeddings(embedding= …
python - How do I persist FAISS indexes? - Stack Overflow
Jul 11, 2024 · db.save_local("faiss_index") new_db = FAISS.load_local("faiss_index", embeddings) docs = new_db.similarity_search(query) How can I save the indexes to databases, such that we can …
python - FAISS Db Vector Search - Stack Overflow
Jan 29, 2025 · For eg. in above scneraio if I want to search on the basis of input_price then FAISS doesn't let me do that because it needs the input vector of same dimension as of index. And I also …
Newest 'faiss' Questions - Stack Overflow
Load FAISS embedding index file (.pkl and .faiss) from Google Cloud Storage Bucket to Cloud Function I've trained FAISS locally from several documents and saved the embedding with ".save_local" function.
chatbot - How to combine multiple FAISS indexes into one to get a ...
Jun 7, 2023 · The MultiIndexRetriever method is not existing, I need to create a single retriever from three faiss indexes. Because I need to use those three indexes separately afterward to get reference …
langchain - How can I install faiss-gpu? - Stack Overflow
Mar 21, 2024 · Same problem with me. I'm on ubuntu 22.04 (Jammy) with X86_64 (AMD) architech. I'm using python3.10. I can't both pip install faiss-gpu and faiss-gpu In my case, I go with building from …
python error with faiss on GPU with cuda despite successful ...
Oct 16, 2024 · The faiss-gpu-cu12 package (the binaries contained in it) is minor version compatible with CUDA and will work dynamically linked with CUDA 12.X (X>=1). So it seems you have to be on …
Huggingface Transformers FAISS index scores - Stack Overflow
Aug 8, 2022 · Huggingface transformers library has a pretty awesome feature: it can create a FAISS index on embeddings dataset which allows searching for the nearest neighbors. …
python - faiss ERROR: Could not find a version that satisfies the ...
Nov 20, 2019 · I agree that it's obvious that faiss is wrong, but it's not obvious (at least it wasn't obvious to me) that faiss-gpu is also wrong - that you need to specify either faiss-gpu-cu11 or faiss-gpu-cu12.
FAISS: adding vectors to index by parts - Stack Overflow
Nov 17, 2022 · im new to Faiss! My task is to find similar vectors with inner product. Cause of limited ram on my laptop, im currently trying to add some new vectors to trained index I've created before. …