kbmurali / som-driven-qa-rag
Self Organizing Maps (SOM) ML model can be used to conduct semantic search to populate context required for Retrieval Augmented Generation (RAG) LLM models. This repo contains an example to demonstrate the SOM capability.
☆16Updated last year
Alternatives and similar repositories for som-driven-qa-rag:
Users that are interested in som-driven-qa-rag are comparing it to the libraries listed below
- AI_Powered_Dev_Search_Engine☆12Updated last year
- Uses a Gradio interface to stream coding related responses from local and cloud based large language models. Pulls context from GitHub Re…☆20Updated 2 weeks ago
- LlamaWorksDB is a Retrieval Augmented Generation (RAG) product designed to interact with the documentation of various products such as Ll…☆15Updated 10 months ago
- ☆29Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆47Updated last year
- Create a music review RAG application with Neo4j☆19Updated last year
- ☆18Updated last year
- ☆20Updated last year
- ☆45Updated 6 months ago
- Exploration using DSPy to optimize modules to maximize performance on the OpenToM dataset☆15Updated last year
- A tutorial on DSPy and whether automated prompt engineering lives up to the hype☆22Updated 10 months ago
- ☆28Updated 9 months ago
- Mahabharata text compiled from multiple sources, split into chunks, parsed into CSV files with metadata. Named entities recognised and in…☆35Updated 11 months ago
- Dynamic Metadata based RAG Framework☆72Updated 7 months ago
- ☆1Updated 8 months ago
- A collection of interesting links, articles, research papers and projects related to knowledge graphs, GenAI and LLMs (large language mod…☆15Updated 8 months ago
- High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡☆67Updated 4 months ago
- 🚀 A list of Haystack Integrations, maintained by the community or deepset.☆81Updated last week
- ☆18Updated 5 months ago
- I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on…☆43Updated last year
- The original BabyAGI, updated with LiteLLM and no vector database reliance (csv instead)☆21Updated 5 months ago
- LMQL implementation of tree of thoughts☆34Updated last year
- ☆20Updated last year
- Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama☆31Updated last year
- Metadata Enrichment using KeyBERT for advanced and improved RAG.☆10Updated last year
- Knowledge Graph Generator app☆30Updated 11 months ago
- never forget anything again! combine AI and intelligent tooling for a local knowledge base to track catalogue, annotate, and plan for you…☆37Updated 10 months ago
- Chat to your Database GenAI Chatbot☆33Updated 3 months ago
- Streamlit app for recommending eval functions using prompt diffs☆27Updated last year
- ☆10Updated 9 months ago