dmarx / zero-shot-intent-classifier
Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.
☆33Updated last year
Related projects ⓘ
Alternatives and complementary repositories for zero-shot-intent-classifier
- ☆24Updated 8 months ago
- Fine-Tuning LLM and embedding models☆27Updated last year
- Implementation of "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆42Updated this week
- A Python wrapper around HuggingFace's TGI (text-generation-inference) and TEI (text-embedding-inference) servers.☆32Updated 2 months ago
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆29Updated 3 weeks ago
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆31Updated last month
- ☆41Updated last month
- [SIGIR 2024 (Demo)] CoSearchAgent: A Lightweight Collborative Search Agent with Large Language Models☆22Updated 8 months ago
- Deployment a light and full OpenAI API for production with vLLM to support /v1/embeddings with all embeddings models.☆37Updated 3 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆73Updated last month
- Data preparation code for CrystalCoder 7B LLM☆42Updated 6 months ago
- 🚀 Scale your RAG pipeline using Ragswift: A scalable centralized embeddings management platform☆36Updated 9 months ago
- [ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting☆26Updated last year
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆73Updated 9 months ago
- Self-Reflection in LLM Agents: Effects on Problem-Solving Performance☆28Updated 6 months ago
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆33Updated 8 months ago
- ☆25Updated 7 months ago
- ☆40Updated last month
- Enhancing Retrieval and Managing Retrieval: 4-Module Synergy☆15Updated this week
- This repository presents the original implementation of LumberChunker: Long-Form Narrative Document Segmentation by André V. Duarte, João…☆33Updated last month
- The Benefits of a Concise Chain of Thought on Problem Solving in Large Language Models☆19Updated 9 months ago
- ☆35Updated last year
- ☆44Updated last month
- C++ inference wrappers for running blazing fast embedding services on your favourite serverless like AWS Lambda. By Prithivi Da, PRs welc…☆19Updated 8 months ago
- ☆20Updated 9 months ago
- 🔎 A deep-dive into HyDE for Advanced LLM RAG + 💡 Introducing AutoHyDE, a semi-supervised framework to improve the effectiveness, covera…☆29Updated 7 months ago
- A framework for evaluating function calls made by LLMs☆34Updated 3 months ago
- FuseAI Project☆76Updated 2 months ago
- ☆37Updated last year
- Finetune any model on HF in less than 30 seconds☆56Updated this week