Ganapathy Shankar's repositories
VectrFlow-Dev
SaaS based Low-code ETL Platform for Vector Embeddings and building GenAI Apps
VectrFlow_Homepage
VectrFlow HomePage
VectrFlow_Hompage
VectrFlow Homepage
ai_agents_cookbooks
Cookbooks for AI Agents
auth0-react-samples
Auth0 Integration Samples for React Applications
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
chatgpt-api-python-sales
Find real-time sales with AI-powered Python API using ChatGPT and LLM (Large Language Model) App.
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
genai-open-clip-demo
Image Identification and Classification with Amazon Bedrock, OpenSearch, and OpenCLIP
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
Large-Language-Models
Large language Models (LLM)
LLaMA-Factory
Unify Efficient Fine-Tuning of 100+ LLMs
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
LLaVA
Visual Instruction Tuning: Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
llm-app
LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.
LLM-blogs
Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/
meditron
Meditron is a suite of open-source medical Large Language Models (LLMs).
MemGPT
Teaching LLMs memory management for unbounded context 📚🦙
Pearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
tamil-llama
A New Tamil Large Language Model (LLM) Based on Llama 2