William FH

trustcall. Tenacious tool calling built on LangGraph

promptimizer. Prompt optimization scratch

dydantic. Dynamically create Pydantic models from JSON schemas

mabench. Python

graphrag-template. Python

batch_bridge. Python

llama-extraction. Experiments improving extraction + classification.

ragas-notes. Research notes and extra resources for all the work at explodinggradients.com

GPTSwarm. 🐝 GPTSwarm: LLM agents as Graphs

chat-langchain. Python

llama-finetuning. Guide for fine-tuning Llama/CodeLlama models

grayskull-feedstock-langchain-core. A conda-smithy repository for grayskull.

gpt-engineer. Specify what you want it to build, the AI asks for clarification, and then builds it.

freespace. Python

scripts. Shell

localpilot. Python

gpt_index. GPT Index is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.

repro-narrative. Python

instructor-evals. Using various instructor clients evaluating the quality and capabilities of extractions and reasoning.

react-agent-testing. LangGraph template for a simple ReAct agent

ARC-AGI-3-Agents. Python

structlog. Simple, powerful, and fast logging for Python.

tweet-critic. Critique that tweet.

instructor. structured outputs for llms