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

[ShishirPatil]

😍 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 Adding BM25 and GPT retrievers #61
• update(anthropic): Bump Anthropic dependency from 0.2.x to 0.3.x #63 to (0.3.x) by @AmirAflak in update(anthropic): #63 to (0.3.x) #64
• Add inference support for Macbook silicon chip by @benjaminhuo in Add inference support for Macbook silicon chip #76
• Update README.md by @eltociear in Update README.md #80
• PR for Gradio WebUI Feature ([feature] Gradio webui - [feature] Gradio webui #102) by @TanmayDoesAI in PR for Gradio WebUI Feature ([feature] Gradio webui - #102) #105
• Update README.md by @abhi-databricks in Update README.md #109
• Adds wandb to eval files by @morganmcg1 in Adds wandb to eval files #114
• Fix use_wandb in ast eval, responses file deletion, wandb artifacts renaming by @morganmcg1 in Fix use_wandb in ast eval, responses file deletion, wandb artifacts renaming #115
• sentence optimization in docstring and examples by @rajveer43 in sentence optimization in docstring and examples #117
• Gorilla OpenFunctions by @ShishirPatil in Gorilla OpenFunctions #142
• Example on running it locally with Hugging Face 🤗 Transformers by @Danielskry in Example on running it locally with Hugging Face 🤗 Transformers #148
• Added Gmail api to api zoo by @saikolasani in Added Gmail api to api zoo #163
• Add Google Maps API (python client) by @felixzhu555 in Add Google Maps API (python client) #164
• Add support for the OpenWeatherMap API by @aryanvichare in Add support for the OpenWeatherMap API #159
• Stripe Additions by @dangeo773 in Stripe Additions #169
• Added Kubernetes Pod API and Pod Template API by @saikolasani in Added Kubernetes Pod API and Pod Template API #170
• Quantized Gorilla by @CharlieJCJ in Quantized Gorilla #160
• Add a guide on how to self-host the OpenFunctions model by @ramanv0 in Add a guide on how to self-host the OpenFunctions model #157
• Private Inference using Gorilla hosted endpoint on Replicate by @ramanv0 in Private Inference using Gorilla hosted endpoint on Replicate #162
• added yfinance api to api zoo by @raywanb in added yfinance api to api zoo #161
• Gorilla OpenFunctions run locally in Google Colab by @meenakshi-mittal in Gorilla OpenFunctions run locally in Google Colab #166
• Fixed issue with Kubernetes Pod/Pod Template filename by @saikolasani in Fixed issue with Kubernetes Pod/Pod Template filename #198
• Create openfunctions-v2 issue template by @ShishirPatil in Create openfunctions-v2 issue template #203
• Add support for the ServiceNow REST API by @aryanvichare in Add support for the ServiceNow REST API #176
• Berkeley Function Calling Leaderboard evaluation scripts and OpenFunctions v2 inference by @ShishirPatil in Berkeley Function Calling Leaderboard evaluation scripts and OpenFunctions v2 inference  #215
• [Berkeley-Function-Calling-Leaderboard] Refactor leaderboard result generation and checking by @Fanjia-Yan in [Berkeley-Function-Calling-Leaderboard] Refactor leaderboard result generation and checking #223
• Update openfunctions-v2 chatting format in README.md by @tianjunz in Update openfunctions-v2 chatting format in README.md #239
• Update BFCL README.md by @CharlieJCJ in Update BFCL README.md #241
• Local Inference script for openfunctions v2 by @ShishirPatil in Local Inference script for openfunctions v2 #242
• [Update Gemini-1.0-Pro result checker] by @Fanjia-Yan in [Update Gemini-1.0-Pro result checker] #245
• Update project roadmap and repository structure by @ShishirPatil in Update project roadmap and repository structure #257

New Contributors

• @AmirAflak made their first contribution in update(anthropic): #63 to (0.3.x) #64
• @benjaminhuo made their first contribution in Add inference support for Macbook silicon chip #76
• @TanmayDoesAI made their first contribution in PR for Gradio WebUI Feature ([feature] Gradio webui - #102) #105
• @abhi-databricks made their first contribution in Update README.md #109
• @morganmcg1 made their first contribution in Adds wandb to eval files #114
• @rajveer43 made their first contribution in sentence optimization in docstring and examples #117
• @Danielskry made their first contribution in Example on running it locally with Hugging Face 🤗 Transformers #148
• @saikolasani made their first contribution in Added Gmail api to api zoo #163
• @felixzhu555 made their first contribution in Add Google Maps API (python client) #164
• @aryanvichare made their first contribution in Add support for the OpenWeatherMap API #159
• @dangeo773 made their first contribution in Stripe Additions #169
• @raywanb made their first contribution in added yfinance api to api zoo #161
• @meenakshi-mittal made their first contribution in Gorilla OpenFunctions run locally in Google Colab #166

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

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This discussion was created from the release Gorilla v0.1: OpenFunctions-v2, Berkeley Function Calling Leaderboard, and more..