langwatch/langwatch

The ultimate LLM Ops platform - Monitoring, Analytics, Evaluations, Datasets and Prompt Optimization ✨

Language: TypeScript - Size: 19.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,302 - Forks: 77

teilomillet/gollm

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

Language: Go - Size: 23.8 MB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 441 - Forks: 42

GenseeAI/cognify

Multi-Faceted AI Agent and Workflow Autotuning. Automatically optimizes LangChain, LangGraph, DSPy programs for better quality, lower execution latency, and lower execution cost. Also has a simple agent/workflow framework

Language: Python - Size: 4.58 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 210 - Forks: 20

tom-doerr/dspy_nodes

WIP - Allows you to create DSPy pipelines using ComfyUI

Language: Python - Size: 78.1 KB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 187 - Forks: 10

weaviate/structured-rag

Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models

Language: Jupyter Notebook - Size: 3.19 MB - Last synced at: 2 days ago - Pushed at: 18 days ago - Stars: 105 - Forks: 6

Technoculture/personal-graph

Simple Graph Memory for AI applications

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 84 - Forks: 8

S1M0N38/dspy-arxiv

Explore the use of DSPy for extracting features from PDFs 🔎

Language: HTML - Size: 184 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 39 - Forks: 4

mbakgun/dspy-examples

This codebase demonstrates various DSPy functionalities through practical examples.

Language: Python - Size: 13.7 KB - Last synced at: 27 days ago - Pushed at: 2 months ago - Stars: 37 - Forks: 5

ZeroSumEval/ZeroSumEval

A framework for pitting LLMs against each other in an evolving library of games ⚔

Language: Python - Size: 10.4 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 33 - Forks: 4

neoxelox/dspy-inspector

DSPy program/pipeline inspector widget for Jupyter/VSCode Notebooks.

Language: Python - Size: 24.8 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 4

XiaoConstantine/dspy-go

DSPy Go implementation

Language: Go - Size: 469 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 31 - Forks: 2

jmanhype/aidevos

🤖 AIDevOS: AI-Driven Autonomous DevOps System | Multi-agent collaboration framework with DSPy integration for automated application development and deployment via Durable Objects

Language: Python - Size: 644 KB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 0

RamXX/FridayMusic

Determines your "mood" for the week and uses AI to generate a music playlist.

Language: Python - Size: 21.5 KB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 2

jbeno/sentiment

Sentiment analysis of DynaSent and SST reviews using ELECTRA and GPT collaboration

Language: Jupyter Notebook - Size: 48.8 MB - Last synced at: 16 days ago - Pushed at: 28 days ago - Stars: 6 - Forks: 0

kallemickelborg/agentic-ai

Stateful AI Agent for Knowledge Extraction

Language: Python - Size: 256 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 3

Ashad001/RoomAligner

A focus on aligning room elements for better flow and space utilization.

Language: Python - Size: 282 KB - Last synced at: about 20 hours ago - Pushed at: 6 months ago - Stars: 5 - Forks: 2

maylad31/dspy-phi3

Language: Jupyter Notebook - Size: 50.8 KB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

ovshake/bookstore-copilot

A PoC of using Weaviate + DSPy to make a BookStore CoPilot

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

gulabpatel/LLMs

Alpaca, Bloom, DeciLM, Falcon, Vicuna, Llama2, Zephyr, Mistral(MoE), RAG, Reranking, Langchain, Langsmith..

Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 4 - Forks: 1

vicentereig/dspy.rb

The Ruby framework for programming—rather than prompting—language models.

Language: Ruby - Size: 121 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 3 - Forks: 0

avnlp/rag-pipelines

Advanced RAG Pipelines and Evaluation: Self-Reflective RAG, Corrective RAG, Adaptive RAG, Sub-Query Generation and Routing, DSPy, DeepEval

Language: Python - Size: 82 KB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

viig99/step_dspy

STEP Web agent for WebArena using dspy.

Language: Python - Size: 29.3 KB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

CS194Group/multi-agent-misconceptions

A multi-agent system predicting student misconceptions using the Exchange-of-Thought (EoT) framework, utilizing dspy and OpenAI to process questions, generate misconceptions, and evaluate semantic similarities.

Language: Jupyter Notebook - Size: 7.78 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

AlessandroAnnini/dspy-llm-evaluator

An evaluation framework for Large Language Model (LLM) responses using DSPy.

Language: Python - Size: 149 KB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

saadsalmanakram/DSPy-ss

Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

ZhijieXiong/DSPY-application

Learning and Application of DSPY Framework

Language: Python - Size: 20.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

rdhillbb/ozzss

Agentic application built on Langchain and DSPy

Language: Python - Size: 70.3 KB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

gokayfem/dspy-ollama-colab

dspy with ollama and llamacpp on google colab

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GangGreenTemperTatum/dspy-examples

my DSPy playground

Language: Jupyter Notebook - Size: 146 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

py928/LLM_research_assistant

An AI-powered research assistant that leverages Retrieval-Augmented Generation (RAG) to provide accurate responses to user queries by retrieving relevant documents and reasoning through complex questions.

Language: Python - Size: 0 Bytes - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

ako1983/LLM_research_assistant

An AI-powered research assistant that leverages Retrieval-Augmented Generation (RAG) to provide accurate responses to user queries by retrieving relevant documents and reasoning through complex questions.

Language: Python - Size: 56.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

davidhaas6/hellaprompt

A package for improving and evaluating LLM prompts

Language: Python - Size: 30.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ten24bytes/dspy-demo

A comprehensive demonstration project for DSPy, showcasing various advanced features and patterns for programming foundation models.

Language: Jupyter Notebook - Size: 155 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

anirbanbasu/dqa

Language models attempting multi-hop question answering (MHQA)

Language: Python - Size: 611 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

KaterynaZakharova/LLM-Examples

Examples of LLM utilisation: chatbots, fine-tuning, RAG, vector databases

Language: Jupyter Notebook - Size: 695 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Nandha-kumar-S/dspy

Programming LMs with modular AI systems instead of relying solely on manual prompt tuning, enabling smaller models to achieve superior accuracy compared to larger models.

Size: 220 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

bastienpo/slides-rag

Language: Python - Size: 110 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

bastienpo/fastagent

🐆 A tool that lets you quickly deploy your DSPy agents as a server

Language: Makefile - Size: 207 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ChipHennig/dspy-gamerec

Prompt engineering with DSPy to recommend video games

Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Gayanukaa/Essay-Evaluator-LLM

Build and compare performance of essay evaluator in DSPy, MTLLM and LMQL

Language: Python - Size: 92.8 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

luucaslfs/nutrigenius

Repositório do NutriGenius, assistente nutricional interativo. Projeto da disciplina IF1006 - Transformação Digital com IA: Utilizando Modelos de Linguagem no Ambiente de Negócios

Language: Python - Size: 34.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

vansh-khaneja/Chat-Multiple-Docs-Indexify

This GitHub Repository will help you to follow up in making a RAG application to chat with multiple PDFs at a single time with Indexify as the Vector DB, DSPy as framework along with Llama 3 as the language model

Language: Jupyter Notebook - Size: 329 KB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

shresthakamal/understanding-dspy

Understanding DSPy with RAG approach

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ngshya/easyRAG

Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

Language: Python - Size: 91.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0