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

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

WIP - Allows you to create DSPy pipelines using ComfyUI

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

Simple Graph Memory for AI applications

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

Explore the use of DSPy for extracting features from PDFs 🔎

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

This codebase demonstrates various DSPy functionalities through practical examples.

DSPy Go implementation

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

Stateful AI Agent for Knowledge Extraction

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

Understanding DSPy with RAG approach

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.

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

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

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

STEP Web agent for WebArena using dspy.