DanKoan's repositories
clinical-agent
This project is designed for a simple LLM agent with tools on a clinical knowledge graph in Neo4j.
ai-agents-with-CrewAI
This program uses CrewAI to build a web-app using three agents doing some research stuff in the internet.
atomic_agents
Building AI agents, atomically
BERN2
BERN2: an advanced neural biomedical namedentity recognition and normalization tool
crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
fabric
fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
groq-moa
Mixture of Agents using Groq
jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
kor
LLM(😽)
litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
llm-graph-builder
Neo4j graph construction from unstructured data using LLMs
LLMLingua
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
menome_processor
worker agent API for processing data for Menome Knowledge Vault
NaLLM
Repository for the NaLLM project
narrator
David Attenborough narrates your life
osf.io
Facilitating Open Science
overleaf
A web-based collaborative LaTeX editor
pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
paper-qa
LLM Chain for answering questions from documents with citations
pdfplumber
Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.
research_assistant
CodeBase for Research Assistant application
S2QA
Get answers to research questions from 200M+ papers. Link to demo -
Scientific-Inspiration-Machines-Optimized-for-Novelty
Code for Scientific Inspiration Machines Optimized for Novelty
Scrapegraph-ai
Python scraper based on AI
spark-nlp
State of the Art Natural Language Processing
SWE-agent
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.
Topic-Modeling
An automated Python script for extracting and analyzing text content from PDF files using PyPDF2 and applying Latent Dirichlet Allocation (LDA) for topic modeling. Includes lemmatization, stop-word removal, and topic visualization. Perfect for understanding and uncovering key themes within a collection of PDF documents.