Gorilla v0.1: OpenFunctions-v2, Berkeley Function Calling Leaderboard, and more.

😍 v0.1 release 🚀

Highlights

• 🎯 Berkeley Function Calling Leaderboard (BFCL): How do models stack up for function calling? Evaluation code for the Berkeley Function Calling Leaderboard.
• 🏆 Gorilla OpenFunctions v2: Inference examples for OpenFunctions-v2 - SoTA open-source LLM for function calling. On-par with GPT-4 🙌 Supports more languages 👌.
• API Zoo Index: An accessible collection of API documentation for humans to search through, and for LLMs to use as tools 👀

We are excited about our long due v0.1 release! Here's more:

What's Changed

• Adding BM25 and GPT retrievers by @ShishirPatil in #61
• update(anthropic): #63 to (0.3.x) by @AmirAflak in #64
• Add inference support for Macbook silicon chip by @benjaminhuo in #76
• Update README.md by @eltociear in #80
• PR for Gradio WebUI Feature ([feature] Gradio webui - #102) by @TanmayDoesAI in #105
• Update README.md by @abhi-databricks in #109
• Adds wandb to eval files by @morganmcg1 in #114
• Fix use_wandb in ast eval, responses file deletion, wandb artifacts renaming by @morganmcg1 in #115
• sentence optimization in docstring and examples by @rajveer43 in #117
• Gorilla OpenFunctions by @ShishirPatil in #142
• Example on running it locally with Hugging Face 🤗 Transformers by @Danielskry in #148
• Added Gmail api to api zoo by @saikolasani in #163
• Add Google Maps API (python client) by @felixzhu555 in #164
• Add support for the OpenWeatherMap API by @aryanvichare in #159
• Stripe Additions by @dangeo773 in #169
• Added Kubernetes Pod API and Pod Template API by @saikolasani in #170
• Quantized Gorilla by @CharlieJCJ in #160
• Add a guide on how to self-host the OpenFunctions model by @ramanv0 in #157
• Private Inference using Gorilla hosted endpoint on Replicate by @ramanv0 in #162
• added yfinance api to api zoo by @raywanb in #161
• Gorilla OpenFunctions run locally in Google Colab by @meenakshi-mittal in #166
• Fixed issue with Kubernetes Pod/Pod Template filename by @saikolasani in #198
• Create openfunctions-v2 issue template by @ShishirPatil in #203
• Add support for the ServiceNow REST API by @aryanvichare in #176
• Berkeley Function Calling Leaderboard evaluation scripts and OpenFunctions v2 inference by @ShishirPatil in #215
• [Berkeley-Function-Calling-Leaderboard] Refactor leaderboard result generation and checking by @Fanjia-Yan in #223
• Update openfunctions-v2 chatting format in README.md by @tianjunz in #239
• Update BFCL README.md by @CharlieJCJ in #241
• Local Inference script for openfunctions v2 by @ShishirPatil in #242
• [Update Gemini-1.0-Pro result checker] by @Fanjia-Yan in #245
• Update project roadmap and repository structure by @ShishirPatil in #257

New Contributors

• @AmirAflak made their first contribution in #64
• @benjaminhuo made their first contribution in #76
• @TanmayDoesAI made their first contribution in #105
• @abhi-databricks made their first contribution in #109
• @morganmcg1 made their first contribution in #114
• @rajveer43 made their first contribution in #117
• @Danielskry made their first contribution in #148
• @saikolasani made their first contribution in #163
• @felixzhu555 made their first contribution in #164
• @aryanvichare made their first contribution in #159
• @dangeo773 made their first contribution in #169
• @raywanb made their first contribution in #161
• @meenakshi-mittal made their first contribution in #166

Full Changelog: v0.0.1...v0.1