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aiscripts

Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

autogen_focus_group

Virtual focus group with custom personas, product details, and final analysis created with AutoGen, Ollama/Llama3, and Streamlit.

autogen_market_research

Market research using AutoGen agents, RAG, and WebSearch via Streamlit

custom_agent_function_calling_framework

Experiments in agentic frameworks with python and pydantic

customized_job_hunt

Customized job hunting process via LLM, using Streamlit, Llama3. Parse resume, search jobs, create customized resume, create customized cover letter, and practice interviews.

dataset_creation

LLM finetuning dataset creating using pydantic schema and custom document parsing.

design-thinking-virtual-group

AutoGen Agents for simulating Design Thinking sessions

doc_comparison

fraud-detection-llm

gemini-fashion

langchain-vector-store

Create FAISS vector db and chunk PDF docs for query by Lllama 2

llama3_function_calling

Llama 3 function calling with tools through Ollama

llm-fine-tuning

ollama-sql-function-calling

open_source_llm_tool_use

Uses pydantic schema and prompting to use tool calling effectively with open source llms (tested with Llama3 using HF inference API)I

query-sql-local-llm

Query a SQL database using a local LLM.

test_case_creator

unity-stuff

unsloth

5X faster 60% less memory QLoRA finetuning

utility_scripts

Random utility scripts I use often