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siddicky / main.py
Created August 29, 2023 06:26 — forked from jvelezmagic/main.py
QA Chatbot streaming with source documents example using FastAPI, LangChain Expression Language, OpenAI, and Chroma.
"""QA Chatbot streaming using FastAPI, LangChain Expression Language , OpenAI, and Chroma.
Features
--------
- Persistent Chat Memory:
Stores chat history in a local file.
- Persistent Vector Store:
Stores document embeddings in a local vector store.
- Standalone Question Generation:
Rephrases follow-up questions to standalone questions in their original language.
@siddicky
siddicky / PowerView-3.0-tricks.ps1
Created August 26, 2022 00:02 — forked from HarmJ0y/PowerView-3.0-tricks.ps1
PowerView-3.0 tips and tricks
# PowerView's last major overhaul is detailed here: http://www.harmj0y.net/blog/powershell/make-powerview-great-again/
# tricks for the 'old' PowerView are at https://gist.github.com/HarmJ0y/3328d954607d71362e3c
# the most up-to-date version of PowerView will always be in the dev branch of PowerSploit:
# https://github.com/PowerShellMafia/PowerSploit/blob/dev/Recon/PowerView.ps1
# New function naming schema:
# Verbs:
# Get : retrieve full raw data sets
# Find : ‘find’ specific data entries in a data set