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iamaziz’s gists · GitHub
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Aziz Alto iamaziz
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Chatting with LLMs and/or Programming them ...
iamaziz
/ vector_search-vs-semantic_reranker.ipynb
Created
January 15, 2025 06:17
RAG: vector search vs. semantic reranker
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iamaziz
/ df2fhtml.py
Created
August 24, 2024 15:11
Convert pd.dataframe df to FastHTML table. Similar to `df.to_html()` but different
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| from fasthtml import common as fh | |
| def df2fhtml(df: pd.DataFrame, with_headers: bool=True, **kwargs): | |
| cols = df.columns | |
| header = fh.Tr(*[fh.Th(fh.Label(col)) for col in cols]) | |
| rows = [fh.Tr(*[fh.Td(df[col][i]) for col in cols]) for i in range(len(df))] | |
| return fh.Table(header if with_headers else '', *rows, **kwargs) |
iamaziz
/ dspy_ollama_getting_started.ipynb
Last active
July 30, 2024 15:01
Getting started with DSPy and Ollama
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iamaziz
/ embedding_funcs.py
Last active
April 13, 2024 01:06
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| import torch | |
| from langchain_community.embeddings import ( | |
| OpenAIEmbeddings, | |
| OllamaEmbeddings, | |
| HuggingFaceEmbeddings, | |
| HuggingFaceBgeEmbeddings | |
| ) | |
| def embedding_func(selected_embedding: str = "HuggingFaceEmbeddings"): | |
| """ |
iamaziz
/ ollachat_ar.py
Last active
April 4, 2025 14:09
Ollama UI for Arabic (right-to-left) based on: https://github.com/iamaziz/ollachat (example in the comments)
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| import os | |
| import json | |
| import datetime | |
| import streamlit as st | |
| from llama_index.llms import Ollama | |
| from llama_index.llms import ChatMessage | |
| # https://docs.llamaindex.ai/en/stable/examples/llm/ollama.html |
iamaziz
/ code_completion_ide.py
Last active
January 12, 2025 13:22
simple offline code completion example with ollama/streamlit and code execution
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| import sys | |
| from io import StringIO | |
| import streamlit as st # pip install streamlit | |
| from code_editor import code_editor # pip install streamlit_code_editor | |
| import ollama as ol # pip install ollama | |
| st.set_page_config(layout='wide') | |
| st.title('`Offline code completion`') |
iamaziz
/ arabic_llm.ipynb
Last active
February 22, 2024 07:47
Out-of-the-box open LLM generating Arabic text
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iamaziz
/ custom_arabic_llm.ipynb
Created
February 22, 2024 07:08
Custom open `local` LLMs (Ollama) for Arabic language
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iamaziz
/ custom_arabic_llm.ipynb
Last active
February 22, 2024 07:07
Custom open `local` LLMs (Ollama) for Arabic language
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iamaziz
/ fast_speech_text_speech_steramlit_app.py
Last active
May 28, 2024 08:08
— forked from thomwolf/fast_speech_text_speech.py
speech to text to speech (Srteamlit App) - example in the comments
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| """ To use: install Ollama (or LLM studio), clone OpenVoice, run this script in the OpenVoice directory | |
| git clone https://github.com/myshell-ai/OpenVoice | |
| cd OpenVoice | |
| git clone https://huggingface.co/myshell-ai/OpenVoice | |
| cp -r OpenVoice/* . | |
| pip install whisper pynput pyaudio streamlit ollama | |
| script source: https://x.com/Thom_Wolf/status/1758140066285658351?s=20 | |
| """ |
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