cmc
Browse files
rag.py
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# rag.py (
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from __future__ import annotations
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import os, uuid, tempfile, requests, shutil, re
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from pathlib import Path
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from functools import lru_cache
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from typing import List, Tuple
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from datasets import load_dataset
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from langchain.text_splitter import RecursiveCharacterTextSplitter
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from langchain_community.vectorstores import FAISS
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from langchain_huggingface import HuggingFaceEmbeddings, HuggingFaceEndpoint
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from langchain_core.prompts import PromptTemplate
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from langchain.chains import RetrievalQA
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from supabase import create_client
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# ---------- config ----------
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HF_DS = "NimrodDev/LD_Events2"
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EMBED_MODEL = "sentence-transformers/all-MiniLM-L6-v2"
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# rag.py (v6 – imports that exist in 0.3+ wheels)
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from __future__ import annotations
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import os, uuid, tempfile, requests, shutil, re
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from pathlib import Path
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from functools import lru_cache
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from typing import List, Tuple
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from datasets import load_dataset
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from langchain.text_splitter import RecursiveCharacterTextSplitter # ← exists in 0.3+
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from langchain_community.vectorstores import FAISS
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from langchain_huggingface import HuggingFaceEmbeddings, HuggingFaceEndpoint
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from langchain_core.prompts import PromptTemplate
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from langchain.chains import RetrievalQA # ← exists in 0.3+
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from supabase import create_client
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# ---------- config ----------
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HF_DS = "NimrodDev/LD_Events2"
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EMBED_MODEL = "sentence-transformers/all-MiniLM-L6-v2"
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