Jonathan Cachat, PhD's repositories
dev-containers-jcachat
### custom dev-containers - Python3 + Poetry + Docker completely contained, portable docker container templates for starting fresh each project
GCP-generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
GCP-python_guides-samples
Code samples used on cloud.google.com
ai-research-assistant
Aria base, doing to PR in zotero-gpt
ai_librarian
Personal Digital Library Assistant
data_notebooks-JC
repo for jupyter notebook templates & code snippets used as DE & DS
bigquery-oreilly-book
Source code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media
data-science-project-repo-starter
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
enterprise-knowledge-solution
GCP git repo template for custom VertexAI pipeline
gcp-langchain
Example of running LangChain on Cloud Run
generative-ai
guides on Enterprise KnowledgeBase RAG in GCP
GeoMovement-codesandbox
Created with CodeSandbox
geospatial_analytics_course_2023
Material for course "Geospatial Analytics" (GSA), master degree in Data Science and Business Analytics, University of Pisa
langchain-streamlit-llm-chat
Excellent LangChain + LangSmith integration at the core that answers questions about the conditions at specified locations.
LLM_GenAI_for_Sci_course_2024
ccomprehensive instructor-led-training program on Large Language Models & Generative AI (Gen AI) for 25 researchers and engineers engaged in Scientific R&D. NASA Glenn Research Center - Aug - Oct 2024
mobility-analysis-technical-test
modified mobility analysis workbook intended to test basic geospatial data analysis skills in python
mysql_to_csv
wordpress mysql dump of wp_posts to csv file
osint.gitbook.io
So what is this all about? Yep, its an OSINT blog and a collection of OSINT resources and tools. Suggestions for new OSINT resources is always welcomed.
PyMuPDF
PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.
quivr-llm-brain-app
Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework
RAG-on-GCP-with-VertexAI
Create a Chatbot app on your own data with GCP tools
RAG_Techniques
Showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
repo2txt
Gather all the info your LLM needs to understand your repo in one command.
scispacy
A full spaCy pipeline and models for scientific/biomedical documents. - Great at Entity Recognitition
simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
www-datafromthefield
github pages repo for datafromthefield.com - Offroad Geospatial Analytics