collet.actions.llm — io.velio/collet-actions 0.2.7

->json-schema clj

(->json-schema {:keys [name schema]})

->open-ai-message clj

(->open-ai-message {:keys [system user ai tool-calls tool tool-call-id]
                    :as msg})

Convert the message to the OpenAI format.

apply-fn clj

(apply-fn {:keys [args func] :as tool} function)

Apply the tool function to the arguments.

ask-open-ai clj

(ask-open-ai question
             {:keys [model tools as max-tokens temperature top-p
                     response-format]}
             {:keys [api-key api-endpoint organization]})

Send the request to OpenAI and if tools are provided, apply them to the response.

ask-openai clj

(ask-openai {:keys [question vars images model api-key api-endpoint organization
                    response-format max-tokens temperature top-p tools as]})

Send request to OpenAI chat completions. Args:

• question: The question to ask.
• vars: A map of variables to use in the question.
• images: A list of image URLs or input streams.
• model: The model to use.
• api-key: The API key.
• api-endpoint: The API endpoint.
• organization: The organization.
• response-format: The response format.
• max-tokens: The maximum number of tokens.
• temperature: The temperature.
• top-p: The top-p.
• tools: A list of tools.
• as: The output format. Example:

(ask-openai {:question "What programming language was created by Rich Hickey?"
             :api-key  api-token})

chat-completion clj

(chat-completion {:keys [model msgs tools max-tokens top-p temperature
                         response-format]}
                 {:keys [api-key api-endpoint organization]})

Send a request to OpenAI chat completions.

file->bytes clj

(file->bytes input-stream)

Read file into bytes.

openai-params-spec clj

parse-arguments clj

(parse-arguments result)

Parse the arguments of the tool calls.

prompt clj

(prompt s ctx)

Python-like f-string Example:

(f-string "Hello, {name}!" {:name "world"})
;; => "Hello, world!"

question->msgs clj

(question->msgs question)

Convert the question to a list of messages.

select-tool-by-name clj

(select-tool-by-name tools function)

Select the tool by name.

tool->function clj

(tool->function tool-spec)

Convert the tool to a function object for the OpenAI API.

tool-spec clj

with-images clj

(with-images text images)

Return a message with an image. Args:

• text: The prompt to ask the user.
• images: A list of image URLs or input streams. Example:

(with-images "What are in these images? Is there any difference between them?"
    "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
    (io/input-stream "/tmp/sample.png"))