# Sample Functions

1. **ask(question: str) -> str**: Asks ChatGPT a question and returns an answer as a string.
2. **list(topic: str, count: int) -> List\[str]**: Generates a list of items related to a given topic, with the specified number of items.
3. **summarize(text: str, length: int) -> str:** Summarizes a given text to the specified length.
4. **translate(text: str, target\_language: str) -> str:** Translates a given text into the specified target language.
5. **recommend(type: str, genre: str, count: int) -> List\[str]**: Generates a list of recommendations based on the provided type (e.g., books, movies) and genre, with the specified number of items.
6. **explain(concept: str) -> str**: Provides an explanation of a given concept.
7. **compare(item1: str, item2: str) -> str:** Compares two items and highlights their similarities and differences.
8. **evaluate(expression: str) -> str:** Evaluates a given mathematical expression and returns the result.
9. **generate\_idea(prompt: str) -> str:** Generates a creative idea based on the given prompt.
10. **find\_resource(topic: str, type: str) -> List\[str]:** Finds resources (e.g., books, articles, courses) related to a specific topic and of the specified type.
11. **define(term: str) -> str:** Provides a definition for a given term or word.
12. **brainstorm(topic: str, count:** int) -> List\[str]: Generates a list of brainstorming ideas related to a given topic, with the specified number of ideas.
13. **calculate(expression: str) -> str:** Performs a calculation based on the given mathematical expression and returns the result.
14. **suggest\_improvement(text: str) -> str:** Analyzes a given text and suggests improvements, such as grammar, style, or phrasing.
15. **create\_acronym(phrase: str) -> str:** Creates an acronym based on the given phrase or words.
16. **convert\_units(value: float, unit\_from: str, unit\_to: str) -> str:** Converts a value from one unit to another specified unit.
17. **generate\_sentence(prompt: str) -> str:** Generates a complete sentence based on the given prompt or starting phrase.
18. **analyze\_sentiment(text: str) -> str:** Analyzes the sentiment of a given text and returns a description (e.g., positive, negative, or neutral).
19. **create\_poem(theme: str, style: str) -> str:** Generates a poem based on the given theme and style (e.g., haiku, sonnet, or free verse).
20. **suggest\_title(topic: str) -> str:** Suggests a title or headline related to a specific topic.
21. **calculate\_dilution(stock\_concentration: float, final\_concentration: float, final\_volume: float) -> str:** Calculates the required volume of stock solution and diluent needed to achieve a desired concentration and final volume.
22. **find\_protocol(technique: str) -> List\[str]:** Searches for relevant lab protocols related to a specific technique (e.g., western blot, PCR, or cell culture).
23. **primer\_design(sequence: str, parameters: dict) -> List\[str]:** Designs appropriate forward and reverse primers for a given DNA sequence, taking into account specified parameters (e.g., melting temperature, GC content).
24. **analyze\_sequence(sequence: str) -> dict:** Analyzes a given nucleotide or amino acid sequence and returns relevant information such as GC content, molecular weight, and potential protein domains.
25. **molarity\_conversion(amount: float, molecular\_weight: float, volume: float) -> float:** Converts the given mass, molecular weight, and volume of a solute into a molar concentration.
26. **buffer\_preparation(buffer\_name: str, concentration: float, volume: float) -> str:** Provides the recipe and steps for preparing a specific buffer at the desired concentration and volume.
27. **centrifugation\_settings(sample\_type: str, goal: str) -> dict:** Suggests appropriate centrifugation settings (e.g., speed, time, temperature) for a given sample type and experimental goal.
28. **plasmid\_map\_analysis(plasmid: str) -> dict**: Analyzes a given plasmid map and returns relevant information such as restriction sites, open reading frames, and promoter regions.
29. **lab\_tips(troubleshooting: str) -> List\[str]**: Provides a list of tips for troubleshooting common lab issues related to a specific technique or procedure.
30. **calculate\_growth\_rate(data: dict) -> float**: Calculates the growth rate of a cell culture based on provided experimental data (e.g., timepoints, cell counts).
31. **media\_preparation(media\_type: str, volume: float) -> str**: Provides the recipe and steps for preparing a specific cell culture media type at the desired volume.
32. **subculture\_guidelines(cell\_line: str) -> str**: Offers guidelines for subculturing a specific cell line, including splitting ratios and special considerations.
33. **transfection\_method(cell\_type: str) -> str**: Suggests an appropriate transfection method for a given cell type (e.g., electroporation, lipofection).
34. **gRNA\_design(target\_gene: str, organism: str) -> List\[str]**: Designs gRNA sequences for CRISPR/Cas9 targeting of a specific gene in a given organism.
35. **restriction\_digest\_planning(dna\_sequence: str, desired\_fragments: List\[str]) -> str**: Plans a restriction digest strategy for cloning by selecting appropriate enzymes and conditions to generate desired DNA fragments.
36. **ligation\_strategy(fragment1: str, fragment2: str) -> str:** Suggests an appropriate ligation strategy for joining two DNA fragments, including compatible overhangs and enzyme choice.
37. **calculate\_transduction\_efficiency(data: dict) -> float**: Calculates the transduction efficiency of a viral vector based on provided experimental data.
38. **microscopy\_preparation(sample\_type: str, staining\_method: str) -> str**: Provides guidelines for preparing and staining a sample for microscopy analysis, based on sample type and staining method.
39. **image\_analysis\_technique(microscopy\_type: str, goal: str) -> str**: Recommends an appropriate image analysis technique for a specific microscopy type and experimental goal.
40. **colony\_counting\_method(cell\_type: str) -> str**: Suggests a suitable method for counting colonies in a cell culture experiment, depending on the cell type.
41. **grant\_proposal\_structure(funding\_agency: str) -> List\[str]**: Provides an outline for structuring a grant proposal based on the requirements of a specific funding agency.
42. **grant\_writing\_tips(topic: str) -> List\[str]**: Offers a list of tips for writing a successful grant proposal, focusing on a specific topic (e.g., hypothesis development, budget justification).
43. **literature\_search\_strategy(topic: str) -> List\[str]**: Suggests a strategy for conducting a comprehensive literature search on a specific topic.
44. **budget\_planning(project\_scope: str) -> str**: Assists in planning the budget for a research project based on its scope and requirements.
45. **research\_collaboration\_suggestions(institution: str, field: str) -> List\[str]**: Recommends potential research collaborations based on a specific institution and field of study.
46. **protocol\_template(technique: str) -> str**: Provides a template for writing a clear and comprehensive protocol for a specific laboratory technique.
47. **protocol\_optimization\_tips(technique: str) -> List\[str]**: Offers a list of tips for optimizing a specific laboratory technique or protocol.
48. **experiment\_timeline\_planning(experiment\_type: str) -> str**: Suggests a timeline for planning and executing a specific type of experiment.
49. **safety\_guidelines(chemical: str) -> str**: Provides safety guidelines and precautions for handling a specific chemical in the laboratory.
50. **lab\_equipment\_maintenance(tips: str) -> List\[str]**: Offers a list of tips for maintaining and troubleshooting common laboratory equipment.