TODOs

[chiang-yuan]

Move TODOs here to keep track on the essential and extended functionalities

🔥 : Urgent
🎯 : Top priority
👍🏻 : Good to work on
🍵 : Please chill and do it for fun

Core Functionalities

• Convert Materials Project API response to natural language output
• Instead of using prompt template, use langchain tool to read API specs and generate compatible input fields. Caveat: Materials Project's API specs may not be very comprehensive Merge dev/mpapi-langchain-wrapper into main #23
• 🍵 Whisper interface for human voice input and output
• Extract academic papers from arXiv and generate response to user's questions. Refer to openai-cookbook example
• Web app integration with Elementari to visualize queried material structure!!! Dev/elementari #24
• 🔥 Losing response history in frontend Asking follow-up questions will clear out previous response #32
• 🔥 Large request and error handing #31
• 🔥 User key conflicts
• 🎯 Input field for Materials Project API key
• 🎯 Authorship and Introduction page (one page together)
• 🎯 Clear chat history button
• 🎯 Responsive pages Page is not responsive to different size of devices #34
• 🎯 Annotate structure with material_id
• 🎯 Markdown interpreter for messages
• 🎯 Create hyperlink whenever material_id (such as mp-12345) or crystal structure shows up to forward users to MP website Allow user to click material_id whenever it shows up and forward them to MP website #29
• 🎯 Web socket io to stream the intermediate_steps of MP ReAct agent #42
• 🎯 Present which tools has been used in llamp chat response #43
• 🎯 Visualization (animation and energy curve) for structure relaxation / MD simulations using universal interatomic potential (e.g. MACE, CHGNet) #40
• 🎯 Model switcher for gpt-4-1106-preview and gpt-3.5-turbo-16K #39
• 🎯 Ask for spin storage, vector embedding and stores with chain #38
• 👍🏻 Dark/Light mode switch using Skeleton inherent css class
• 👍🏻 Improve crystal structure visualization (bond, graph, etc) janosh/elementari
• 👍🏻 User identification, login, and statistic collection
• 👍🏻 Refine tool description
• 🎯 Split tasks for multiple agent #37
• 👍🏻 Clean up unused code

Extended Functionality

• Wikipedia/Wolfram alpha integration for general information (for example, melting points)
• Automated DFT calculations using MP workflows (pymatgen, atomate2, fireworks, ... etc)