{"repo":"wandb/wandbot","free":true,"listed":false,"github":"https://github.com/wandb/wandbot","clone":"git clone https://github.com/wandb/wandbot.git","description":"wandbot is a technical support bot for Weights & Biases' AI developer tools that can run in Discord, Slack, ChatGPT and Zendesk","language":"Python","stars":310,"topics":["ai","chat","discord","gpt","gpt-4","openai","slack","support-bot","wandb","zendesk"],"license":"Apache-2.0","category":"chat-messaging","readme_excerpt":"WandBot WandBot is a support assistant designed for Weights & Biases' Experiment Tracking and Weave. What's New wandbot v1.3.0 - Up to date wandb docs + code, weave docs + code, example colabs, edu content - using chroma index:v50 - Gemini flash-2.0 for query expansion (was gpt-4o) - GPT-4o for composing the response (was gpt-4o) - Cohere rerank-v3.5 (was rerank-v2.0) - Hosted Chroma (was locally hosted chroma) - Turned off web-search for now - Moved all configs to configs folder - Removed most langchain dependencies - Implemented LLM and EmbeddingModel classes - More robust evaluation pipeline, added retries, error handling and cli args - Move package management to use uv - Update to use python 3.12 - Add dotenv for env loading, while developing - Add new endpoint, removed retriever endpoint for now - Improved error handling and retries for all apis wandbot v1.2.0 This release introduces a number of exciting updates and improvements: - Parallel LLM Calls : Replaced the llama-index with the LECL, enabling parallel LLM calls for increased efficiency. - ChromaDB Integration : Transitioned from FAISS to ChromaDB to leverage metadata filtering and speed. - Query Enhancer Optimization : Improved the query enhancer to operate with a single LLM call. - Modular RAG Pipeline : Split the RAG pipeline into three distinct modules: query enhancement, retrieval, and response synthesis, for improved clarity and maintenance. - Parent Document Retrieval : Introduced parent document retrieval ","default_branch":null,"files":null,"tree":[],"storefront":"/r/wandb","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/wandb/wandbot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}