richawo / chain-of-densityLinks
Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!
☆76Updated 5 months ago
Alternatives and similar repositories for chain-of-density
Users that are interested in chain-of-density are comparing it to the libraries listed below
Sorting:
- Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform☆90Updated this week
- ☆57Updated last year
- This repository implements the chain of verification paper by Meta AI☆176Updated last year
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆88Updated 10 months ago
- clean up your LLM datasets☆115Updated 2 years ago
- A guidance compatibility layer for llama-cpp-python☆36Updated last year
- A framework for evaluating function calls made by LLMs☆38Updated last year
- A Ruby on Rails style framework for the DSPy (Demonstrate, Search, Predict) project for Language Models like GPT, BERT, and LLama.☆128Updated 10 months ago
- ☆85Updated 2 years ago
- A re-implementation of Meta-Prompt in LangChain for building self-improving agents.☆63Updated 2 years ago
- ☆93Updated last year
- EcoAssistant: using LLM assistant more affordably and accurately☆133Updated last year
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆147Updated last year
- Claude API Test Project☆87Updated last year
- Synthetic Data for LLM Fine-Tuning☆120Updated last year
- large language model for mastering data analysis using pandas☆47Updated last year
- Mixing Language Models with Self-Verification and Meta-Verification☆105Updated 8 months ago
- A library for benchmarking the Long Term Memory and Continual learning capabilities of LLM based agents. With all the tests and code you…☆76Updated 8 months ago
- Google Deepmind's PromptBreeder for automated prompt engineering implemented in langchain expression language.☆142Updated last year
- Helper functions to generate JSON schema dicts for OpenAI ChatGPT function calling requests.☆81Updated 5 months ago
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆92Updated 7 months ago
- autologic is a Python package that implements the SELF-DISCOVER framework proposed in the paper SELF-DISCOVER: Large Language Models Self…☆60Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆222Updated last year
- Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first app…☆169Updated last year
- ⚡️🧪 Fast LLM Tool Calling Experimentation, big and smol☆150Updated 11 months ago
- Based on the tree of thoughts paper☆48Updated last year
- create workflows with LLMs☆54Updated last year
- Simple Graph Memory for AI applications☆89Updated 3 months ago
- Writing Blog Posts with Generative Feedback Loops!☆50Updated last year
- ☆132Updated 2 years ago