ritun16 / llm-text-summarization
A comprehensive guide and codebase for text summarization using Large Language Models (LLMs). Dive into techniques, from chunking to clustering, and harness the power of LLMs like GPT-3.5 and GPT-4.
☆63Updated last year
Alternatives and similar repositories for llm-text-summarization:
Users that are interested in llm-text-summarization are comparing it to the libraries listed below
- Function Calling Mistral 7B. Learn how to make functions call for open source LLMs.☆48Updated last year
- Simple example to showcase how to use llamaparser to parse PDF files☆83Updated 7 months ago
- ☆57Updated 5 months ago
- RAG example using DSPy, Gradio, FastAPI☆78Updated last year
- Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama☆31Updated last year
- LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.☆44Updated last year
- 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…☆44Updated last year
- ☆31Updated last year
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆164Updated 7 months ago
- Data extraction with LLM on CPU☆113Updated last year
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆49Updated 9 months ago
- DSPY on action with OpenSource LLMs.☆70Updated last year
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆144Updated last year
- ☆37Updated last year
- Tutorial for DSPy☆23Updated 11 months ago
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆102Updated last year
- Streamlit Annotation Tools is a Streamlit component that gives you access to various annotation tools (labeling, highlighting, etc.) for …☆88Updated last year
- ☆43Updated last year
- GenAI Experimentation☆58Updated this week
- Extract tables from PDFs using LLMWhisperer and extract structured information from those tables using Langchain☆38Updated 6 months ago
- Many tutorials on LangGraph☆41Updated 11 months ago
- ☆56Updated 10 months ago
- Graph RAG AI assistant for Data Day Texas 2024☆71Updated last year
- Generate Tools and Toolkits from any Python SDK -- no extra code required☆50Updated 5 months ago
- Simple Chainlit UI for running llms locally using Ollama and LangChain☆44Updated last year
- Streamlit chat message component☆54Updated last year
- Sample notebooks and prompts for LLM evaluation☆124Updated last week
- A tutorial on DSPy and whether automated prompt engineering lives up to the hype☆22Updated 11 months ago
- ☆45Updated last year
- ☆41Updated last year