hsm207/conditional-stmt-bot-with-llm

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hsm207/conditional-stmt-bot-with-llm

hsm207

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Comprehensive guide and code for building advanced chatbots using Large Language Models (LLMs) and prompt engineering. Learn to create AI chatbots that understand conditional statements, with less code and NLP expertise needed

bert_attn_viz

Visualize BERT's self-attention layers on text classification tasks

trading_evolved

Code from the Trading Evolved book

Jupyter Notebook

seamls2019

Materials from the South East Asia Machine Learning School 2019 event

weaviate-txtai

An integration of the weaviate vector search engine with txtai

cb-trading

Code to trade the financial markets using Contextual Bandits

Jupyter Notebook

rasa_kg

How to integrate a knowledge graph into a chatbot to do entity resolution

ppp-3

My VS Code + Docker setup to getting started with the Plutus Pioneer Program (3rd Cohort)

rasa_nlg

How to use a language model to automatically generate dialogues

txtai-weaviate-docker-compose

A demo on how to integrate weaviate with txtai

zipf_law_wikitext_103

Explore Zipf's Law on the wikitext-103 corpus

Jupyter Notebook

haystack-weaviate-docker-compose

How to use configure haystack to use weaviate

statrethinking-julia

Statistical Rethinking Winter 2019 using Julia

Jupyter Notebook

arimagarch_quantstrat

An ARIMA+GARCH trading strategy

moodbot_multilingual

How to build one chatbot that understands multiple languages

rasa_sigopt

How to instrument rasa using a tool like SigOpt

Jupyter Notebook

fair-recsys

Code to implement a reranking method to improve recommendation diversity

Jupyter Notebook

conditional-stmt-bot

How to build a chatbot to parse conditional statements

Jupyter Notebook

my_pipgcn

My implementation of the 2017 NIPS paper titled "Protein Interface Prediction using Graph Convolutional Networks"

movielens-weaviate

How to use vector search to build a content-based recommender system

Jupyter Notebook

recsys2022-weaviate

Doing the recsys 2022 challenge with weaviate

Jupyter Notebook

vscode_rasabot_gpu

Same as vscode_rasabot but with GPU training!

counterfactual_eval

Code to demo counterfactual evaluation on synthetic demo

Jupyter Notebook

stable-diffusion-home

Jupyter Notebook

rasa_haystack

Using haystack and rasa to build an FAQ bot

docker_rei

rasa_extract_response_links

rasa_async_sdk

How to write custom actions that will run asynchronously

bm_sector_rotation

Jupyter Notebook

stockapp

Jupyter Notebook

rasa_moodbot

optimize_julia_code

Jupyter Notebook

why_models_fail

Jupyter Notebook

rasa_fuzzy

causal_inference

My solution to study questions in Causal Inference: A Primer

Jupyter Notebook

demo-spark-weaviate

How to set up a dev environment to work with spark and weaviate

Jupyter Notebook

vscode_rasa_custom_action_dev

A workflow to iteratively develop a custom action in Rasa

my-aws-cdk-stuff

dsa-python

Jupyter Notebook

pandas_row_iteration

Why itertuples() is faster than iterrows()

Jupyter Notebook

vscode_remote_ssm

A guide to connect to EC2 instances from VS Code using SSM

docker-rasa-dev

Dockerfile to set up dev environment for Rasa development

python_profile

A demo of my workflow to profile python code

chatbot

Jupyter Notebook

k8s-cross-ns

How to connect rasa x to a db in another namespace

my-weaviate-examples

Some demo of weaviate's modules

Jupyter Notebook

eks_getting_started

Notes and sample scripts to do data science on k8s

Jupyter Notebook

my-framework-weaviate-examples

Jupyter Notebook

demo-gitlens-cherrypick

algotrading_experiments

demo-dlt

rasa-viz-diet

How to visualise what the DIET Classifier is doing

Jupyter Notebook

k8s-logs-efk