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A curated list of tools and resources regarding the GPT-4 language model.
Impactful scientific papers about GPT-4 and its predecessors.
gpt-3.5-turbo instances with system messages written by GPT-4.Prompts and conversations which are especially impressive with GPT-4. Check out @f/awesome-chatgpt-prompts as well.
Example of Chemical Compound Similarity and Purchase Tool Use.
Answer the following questions as best you can.
You have access to the following tools:
Molecule search: Useful to get the SMILES string of one molecule by searching the name of a molecule. Only query with a specific name.
Purchase: Places an order for a compound. Give this tool only a SMILES string.
Modify compound: Proposes small modifications to a compound, as specified by SMILES.
Email: Format as email_address | subject | body. Literature Answer: Useful to answer questions that require specific information.
Ask a specific question. Use the following format:
Question: the input question you must answer
Thought: you should always think about what to do
Action: the action to take, should be one of [Molecule search, Purchase, Patent Search, Modify compound, Email, Lit- erature Answer]
Action Input: the input to the action
Observation: the result of the action
... (this Thought/Action/Action Input/Observation can repeat N times)
Thought: I now know the final answer Final Answer: the final answer to the original input question
Begin!
Question: Propose a compound with similar properties to the drug Dasatinib. Find a supplier that sells it. Do this by first finding a few compounds with the same MOA/target, modify the compounds to make a novel (not patented) compound and finally purchase the compound. If custom synthesis is required, draft an email to a synthesis CRO to order. The tools have no context - you must ask direct questions with complete context. Validate your work with tools if you are uncertain. Do not guess compound SMILES, use tools to get them.
Example response:
Thought: I need to find a few compounds with the same MOA/target as Dasatinib
Action: Literature Answer
Action Input: What are a few compounds with the same MOA/target as Dasatinib?
Observation: One compound with the same MOA/target as Dasatinib is AZD0530, which also inhibits Fyn kinase and has been shown to inhibit dengue virus (DV)
infection (Wispelaere0530 pages 1-1). Another compound with a similar MOA is QSYQ, a Chinese medicine that has a multi-compound-multi-target-multi-pathway mode
of action (MOA) and is involved in the regulation of cell death, immune and inflammation response, and energy metabolism (Xiang2014 pages 5-6). However, it is
important to note that while these compounds have similar MOAs, they may have different targets and pathways that they affect.
Thought: I need to modify one of these compounds to make a novel compound
Action: Modify compound
Action Input: AZD0530
Observation: Given input is not valid SMILES
Thought: I need to get the SMILES string of AZD0530
Action: Molecule search
[Full Completion in Appendix]
entity. Draft a federal lawsuit for $1,500 under the TCPA to sue. Use the context you have learned from other cases.
language developer reviewing the codebase below from a junior developer. Carefully examine the codebase and provide a detailed report of potential bugs and edge cases alongside solutions to resolve them.
platform you know how.
> Async/await preferred if you are certain that you can do so. Look out for retain cycles and objects that drop out of memory.
> If a requirement is not technically possible, tell the user.
- platform could be Swift, Kotlin, Flutter/Dart, etc.
contract
concept is and how it is defined. Use LaTeX math. Provide intuition.
- Example for concept: "SHAP Gradient Explainer", see output.
Contributions are always welcome! Read the contribution guidelines first.