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
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
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.
GenAIExamples
Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
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
llama_parse
Parse files for optimal RAG
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).
Pearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
RouteLLM
A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!
SAM4MIS
Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary
superlinked
A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.
tamil-llama
A New Tamil Large Language Model (LLM) Based on Llama 2
typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences