John Capobianco's repositories
packet_buddy
pcap analysis provided by chatGPT4 Turbo
Document_Buddy
Chat with various documents - XLSX, DOCX, PPTX, CSV, PDF, TXT - using chatGPT 4 Turbo and Langchain
packet_raptor
An AI Assistant using RAPTOR to talk to .pcaps
ollama_with_webui
Ollama with WebUI - configured to use GPU
Document_graphRAG
graphRAG approach with .pcap
Routing_Table_Buddy
Quick streamlit app using langchain and pyats
ChatterBox
Talk to your Netbox with a Langchain
screenspeak
AI as a hotkey - Transform your screenshots into real-time audio analysis with chatGPT Vision and Text to Speech
CiscoDevNetIOSXESandbox_ReFT
The code used to build the large language model for the Cisco DevNet IOS XE Always-On Sandbox
Document_KAI8
Document Buddy using Kubernetes with 8 different SLM/LLM for multi-AI analysis
Document_RAPTOR
A RAPTOR Tree of your documents used for Language Model Retrieval to chat with the documents!
fine_tune_example
Using RAFT from VLAN 1020 from the Cisco Validated Design for FlexPod for AI
IOS_XE_Buddy
A Basic RAG AI Assistant for Cisco IOS XE powered by Cisco pyATS and ollama
IOS_XE_RAPTOR
An AI assistant for Cisco IOS XE that uses RAPTOR Tree Multi-Query RAG and Ollama so you can 'chat' with your Cisco IOS XE device
packet_graph
A Knowledge Graph of a .pcap Packet Capture!
Routing_Table_RAPTOR
Artificial Intelligence analysis and chat with a Tree-Oriented Retrieval approach
Webex_Room_Buddy
An AI Assistant for Webex Rooms powered by langchain, ollama, and open source language models
Webex_Room_RAPTOR
An AI Assistant for Webex Rooms powered by langchain, ollama, and open source language models using a RAPTOR approach for much larger rooms and much deeper insight
dream_machine
Text to AI generated images which are animated with AI with AI generated audio. Make your dreams come true.
IOS_XE_KAI8
Chat with Cisco IOS XE using mult-AI consensus with Kubernetes and Ollama
IOS_XE_RAFT
Using the Retrieval Augmented Fine Tuning (RAFT) approach with Cisco IOS XE JSON using pyATS to fine tune open source models
Packet_KAI8
Packet Buddy on Kubernetes with Ollama and multi-LLM using RACK (Retrieval Augmented Consensus Kubernetes)
pyreft_testing
Testing pyreft approach to fine tuning
SecurityAdvisoryLLM
Llama3 Fine Tuned on a security advisory
swarmui_python_script
A Python script to run multiple Image generation models against the SwarmUI API
IOS_XE_Config_graphRAG
Microsoft graphRAG applied to Cisco IOS XE running config via Cisco pyATS
langchain_agents
Langchain agents