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Docker containers, Cro Web API, and CLI scripts packaging LLM functionalities.


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LLM::Containerization


Do What I Mean, with help from large language models


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#NumericOnly\";\n# 238900\n\nsub distance-between($from,$to) {\n  dwim \"@NothingElse #NumericOnly What is the distance in miles between $from and $to?\";\n}\n\nsay distance-between(\"earth\",\"sun\");\n# 92955887.6 miles"}]},{"type":"para","id":"UbB91xInl54b3Kjs0EKqF","margin":"","location":{"start":{"line":25,"column":1,"offset":878},"end":{"line":25,"column":39,"offset":916}},"text":"text","content":["Meanwhile, in ~/.config/llm-dwim.toml:"]},{"type":"block","id":"jRjZUFKcacLyEot-WZOYC","margin":"","name":"code","config":[],"location":{"start":{"line":27,"column":1,"offset":918},"end":{"line":28,"column":29,"offset":971}},"content":[{"type":"verbatim","value":"evaluator = \"gemini\"\ngemini.temperature = 0.5"}]},{"type":"block","id":"OXhg7cgaSAqcP69Qw-LRF","margin":"","level":1,"name":"head","location":{"start":{"line":30,"column":1,"offset":973},"end":{"line":30,"column":14,"offset":986}},"content":["DESCRIPTION"]},{"type":"para","id":"jv7dXfEKRLh1qqFWSSGIs","margin":"","location":{"start":{"line":32,"column":1,"offset":988},"end":{"line":32,"column":326,"offset":1313}},"text":"text","content":["This is a simple wrapper around ",{"meta":"https://raku.land/zef:antononcube/LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]},", and ",{"meta":"https://raku.land/zef:antononcube/LLM::Prompts","type":"fcode","name":"L","content":["LLM::Prompts"]}," It provides a single subroutine, ",{"type":"fcode","name":"C","content":["dwim"]},", that sends a string to an LLM evaluator, making use of a configuration file to say a little more about what you mean."]},{"type":"block","id":"AcvflvH2kmFHc34S6HisL","margin":"","level":1,"name":"head","location":{"start":{"line":34,"column":1,"offset":1315},"end":{"line":34,"column":12,"offset":1326}},"content":["FUNCTIONS"]},{"type":"block","id":"rXiGmoga7YbDUP_uTKTKV","margin":"","level":2,"name":"head","location":{"start":{"line":36,"column":1,"offset":1328},"end":{"line":36,"column":8,"offset":1335}},"content":["dwim"]},{"type":"block","id":"kHyGqvtk1GitQ-I8_g5Mj","margin":"","name":"code","config":[],"location":{"start":{"line":38,"column":1,"offset":1337},"end":{"line":38,"column":34,"offset":1370}},"content":[{"type":"verbatim","value":"sub dwim(Str $str) returns Mu"}]},{"type":"para","id":"y3_wppVlxgAEchakScbzI","margin":"","location":{"start":{"line":40,"column":1,"offset":1372},"end":{"line":40,"column":143,"offset":1514}},"text":"text","content":["This function takes a string, expands it using ",{"meta":"LLM::Prompts","type":"fcode","name":"L","content":["LLM::Prompts"]},", and uses ",{"meta":"LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]}," to evaluate the string."]},{"type":"para","id":"6zD5FKU7UdV-jyxnMfjSw","margin":"","location":{"start":{"line":42,"column":1,"offset":1516},"end":{"line":42,"column":28,"offset":1543}},"text":"text","content":["It is mostly equivalent to:"]},{"type":"block","id":"KuoUoY6msJfiABE-XCp-K","margin":"","name":"code","config":[],"location":{"start":{"line":44,"column":1,"offset":1545},"end":{"line":55,"column":21,"offset":1962}},"content":[{"type":"verbatim","value":"use LLM::Functions;\nuse LLM::Prompts;\nuse TOML;\n\nmy $conf-dir = %*ENV<XDG_HOME> // $*HOME.child('.config');\nmy $conf = from-toml($conf-dir.child('llm-dwim.toml').IO.slurp);\nmy $evaluator = $conf<evaluator>;\nmy &evaluator //= llm-function(\n    llm-evaluator => llm-configuration( $evaluator, |%( $conf{ $evaluator } ) )\n);\nmy $msg = llm-prompt-expand($str);\nevaluator($msg);"}]},{"type":"para","id":"UFbT59KgkUCi2deZWpDaW","margin":"","location":{"start":{"line":57,"column":1,"offset":1964},"end":{"line":57,"column":101,"offset":2064}},"text":"text","content":["For diagnostics, use ",{"meta":"https://raku.land/cpan:BDUGGAN/Log::Async","type":"fcode","name":"L","content":["Log::Async"]}," and add a tap, like so:"]},{"type":"block","id":"A-lcUiMF4PpzeEMc4WIJ1","margin":"","name":"code","config":[],"location":{"start":{"line":59,"column":1,"offset":2066},"end":{"line":64,"column":74,"offset":2207}},"content":[{"type":"verbatim","value":"use LLM::DWIM;\nuse Log::Async;\n\nlogger.send-to($*ERR);\n\nsay dwim \"How many miles is it from earth is the moon? #NumericOnly\";"}]},{"type":"block","id":"6jZ7F2psRnaKgXKXtbKJU","margin":"","level":1,"name":"head","location":{"start":{"line":66,"column":1,"offset":2209},"end":{"line":66,"column":16,"offset":2224}},"content":["CONFIGURATION"]},{"type":"para","id":"_h2xSitFxPBOZ-UT2NMSg","margin":"","location":{"start":{"line":68,"column":1,"offset":2226},"end":{"line":68,"column":149,"offset":2374}},"text":"text","content":["This module looks for ",{"type":"fcode","name":"C","content":["llm-dwim.toml"]}," in either ",{"type":"fcode","name":"C","content":["XDG_HOME"]}," or ",{"type":"fcode","name":"C","content":["HOME/.config"]},". This can be overridden by setting ",{"type":"fcode","name":"C","content":["DWIM_LLM_CONF"]}," to another filename."]},{"type":"para","id":"0ijf4oC7L6a20RrYapLVX","margin":"","location":{"start":{"line":70,"column":1,"offset":2376},"end":{"line":70,"column":236,"offset":2611}},"text":"text","content":["The configuration file should be in TOML format and should contain at least one key, ",{"type":"fcode","name":"C","content":["evaluator"]},", which should be the name of the LLM evaluator to use. Evaluators can be configured using TOML syntax, with the evaluator name as the key."]},{"type":"para","id":"Y5Au-vAQOZusHizx9cyUO","margin":"","location":{"start":{"line":72,"column":1,"offset":2613},"end":{"line":72,"column":23,"offset":2635}},"text":"text","content":["Sample configurations:"]},{"type":"para","id":"35MC8NCgp0X1IopIP9KQm","margin":"","location":{"start":{"line":74,"column":1,"offset":2637},"end":{"line":74,"column":37,"offset":2673}},"text":"text","content":["Use Gemini (which has a free tier) :"]},{"type":"block","id":"f_gZQNyqLhlts-ajEsAJ2","margin":"","name":"code","config":[],"location":{"start":{"line":76,"column":1,"offset":2675},"end":{"line":76,"column":25,"offset":2699}},"content":[{"type":"verbatim","value":"evaluator = \"gemini\""}]},{"type":"para","id":"BzOBbPz0VbFYtoyOKcLTv","margin":"","location":{"start":{"line":78,"column":1,"offset":2701},"end":{"line":78,"column":40,"offset":2740}},"text":"text","content":["Use OpenAI, and modify some parameters:"]},{"type":"block","id":"hjKw-B9QqjfpF2VpDtN33","margin":"","name":"code","config":[],"location":{"start":{"line":80,"column":1,"offset":2742},"end":{"line":82,"column":28,"offset":2823}},"content":[{"type":"verbatim","value":"evaluator = \"OpenAI\"\nOpenAI.temperature = 0.9\nOpenAI.max-tokens = 100"}]},{"type":"para","id":"3YRwrrcWka4j-8-jzdLm7","margin":"","location":{"start":{"line":84,"column":1,"offset":2825},"end":{"line":84,"column":109,"offset":2933}},"text":"text","content":["See ",{"meta":"https://raku.land/zef:antononcube/LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]}," for all of the configuration options."]},{"type":"block","id":"5gyeJVfZBto7KcFSXXp_Z","margin":"","level":1,"name":"head","location":{"start":{"line":86,"column":1,"offset":2935},"end":{"line":86,"column":21,"offset":2955}},"content":["COMMAND LINE USAGE"]},{"type":"para","id":"1HM7cg7iz28HTyZyxecd2","margin":"","location":{"start":{"line":88,"column":1,"offset":2957},"end":{"line":88,"column":294,"offset":3250}},"text":"text","content":["Also, this package includes a ",{"type":"fcode","name":"C","content":["llm-dwim"]}," script that can be used to evaluate a string from the command line. It will look for the configuration file in the same way as the module. It accepts either a string or a list of words. The single argument \"-\" will cause it to read from standard input."]},{"type":"para","id":"SFCHnSvktBUDRmZTrR9QF","margin":"","location":{"start":{"line":90,"column":1,"offset":3252},"end":{"line":90,"column":14,"offset":3265}},"text":"text","content":["Sample usage:"]},{"type":"block","id":"PvdBqv6RngnCm9nmHW12S","margin":"","name":"code","config":[],"location":{"start":{"line":92,"column":1,"offset":3267},"end":{"line":95,"column":77,"offset":3495}},"content":[{"type":"verbatim","value":"llm-dwim -h  # get usage\nllm-dwim \"How many miles is it from the earth to the moon?\"\nllm-dwim -v how far is it from the earth to the moon\\?\necho \"what is the airspeed velocity of an unladen swallow?\" | llm-dwim -"}]},{"type":"block","id":"Gssx0BGA2xFKGWOuc4JIL","margin":"","level":1,"name":"head","location":{"start":{"line":97,"column":1,"offset":3497},"end":{"line":97,"column":11,"offset":3507}},"content":["SEE ALSO"]},{"type":"para","id":"j1WUeXzopB4cYVK1ik-qV","margin":"","location":{"start":{"line":99,"column":1,"offset":3509},"end":{"line":99,"column":131,"offset":3639}},"text":"text","content":[{"meta":"https://raku.land/zef:antononcube/LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]},", ",{"meta":"https://raku.land/zef:antononcube/LLM::Prompts","type":"fcode","name":"L","content":["LLM::Prompts"]}]},{"type":"para","id":"Y97ZV31I9VCbTCbyw5f6o","margin":"","location":{"start":{"line":101,"column":1,"offset":3641},"end":{"line":101,"column":100,"offset":3740}},"text":"text","content":["This was inspired by the also excellent ",{"meta":"https://metacpan.org/pod/DWIM::Block","type":"fcode","name":"L","content":["DWIM::Block"]}," module."]},{"type":"block","id":"Vl5xJlkSmYdMfgDT4j_bJ","margin":"","level":1,"name":"head","location":{"start":{"line":103,"column":1,"offset":3742},"end":{"line":103,"column":9,"offset":3750}},"content":["AUTHOR"]},{"type":"para","id":"a-TYt-xf_MOH7UNA2jMe1","margin":"","location":{"start":{"line":105,"column":1,"offset":3752},"end":{"line":105,"column":13,"offset":3764}},"text":"text","content":["Brian Duggan"]}]},"publishUrl":"/mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/README.md","pluginsData":{"moduleInfo":{"meta":{"api":"","auth":"zef:bduggan","authors":["Brian Duggan"],"build-depends":[],"depends":["LLM::Functions","LLM::Prompts","Log::Async","JSON::Fast","TOML"],"description":"Do What I Mean, with help from large language models","dist":"LLM::DWIM:ver<0.0.3>:auth<zef:bduggan>","license":"MIT","name":"LLM::DWIM","path":"L/LM/LLM_DWIM/dd464903329f02d236d67765de8b157fd332e106.tar.gz","provides":{"LLM::DWIM":"lib/LLM/DWIM.rakumod","llm-dwim":"bin/llm-dwim"},"raku":"6.*","source-url":"git://github.com/bduggan/raku-llm-dwim.git","tags":["AI","LLM"],"version":"0.0.3"},"files":[{"file":"work_mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/README.md","publishUrl":"/mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/README.md"},{"file":"work_mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/lib/LLM/DWIM.rakumod","publishUrl":"/mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/lib/LLM/DWIM.rakumod"}],"src":"zef","url":"/mods/zef/LLM::DWIM"}}}
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#NumericOnly\";\n# 238900\n\nsub distance-between($from,$to) {\n  dwim \"@NothingElse #NumericOnly What is the distance in miles between $from and $to?\";\n}\n\nsay distance-between(\"earth\",\"sun\");\n# 92955887.6 miles"}]},{"type":"para","id":"UbB91xInl54b3Kjs0EKqF","margin":"","location":{"start":{"line":25,"column":1,"offset":878},"end":{"line":25,"column":39,"offset":916}},"text":"text","content":["Meanwhile, in ~/.config/llm-dwim.toml:"]},{"type":"block","id":"jRjZUFKcacLyEot-WZOYC","margin":"","name":"code","config":[],"location":{"start":{"line":27,"column":1,"offset":918},"end":{"line":28,"column":29,"offset":971}},"content":[{"type":"verbatim","value":"evaluator = \"gemini\"\ngemini.temperature = 0.5"}]},{"type":"block","id":"OXhg7cgaSAqcP69Qw-LRF","margin":"","level":1,"name":"head","location":{"start":{"line":30,"column":1,"offset":973},"end":{"line":30,"column":14,"offset":986}},"content":["DESCRIPTION"]},{"type":"para","id":"jv7dXfEKRLh1qqFWSSGIs","margin":"","location":{"start":{"line":32,"column":1,"offset":988},"end":{"line":32,"column":326,"offset":1313}},"text":"text","content":["This is a simple wrapper around ",{"meta":"https://raku.land/zef:antononcube/LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]},", and ",{"meta":"https://raku.land/zef:antononcube/LLM::Prompts","type":"fcode","name":"L","content":["LLM::Prompts"]}," It provides a single subroutine, ",{"type":"fcode","name":"C","content":["dwim"]},", that sends a string to an LLM evaluator, making use of a configuration file to say a little more about what you mean."]},{"type":"block","id":"AcvflvH2kmFHc34S6HisL","margin":"","level":1,"name":"head","location":{"start":{"line":34,"column":1,"offset":1315},"end":{"line":34,"column":12,"offset":1326}},"content":["FUNCTIONS"]},{"type":"block","id":"rXiGmoga7YbDUP_uTKTKV","margin":"","level":2,"name":"head","location":{"start":{"line":36,"column":1,"offset":1328},"end":{"line":36,"column":8,"offset":1335}},"content":["dwim"]},{"type":"block","id":"kHyGqvtk1GitQ-I8_g5Mj","margin":"","name":"code","config":[],"location":{"start":{"line":38,"column":1,"offset":1337},"end":{"line":38,"column":34,"offset":1370}},"content":[{"type":"verbatim","value":"sub dwim(Str $str) returns Mu"}]},{"type":"para","id":"y3_wppVlxgAEchakScbzI","margin":"","location":{"start":{"line":40,"column":1,"offset":1372},"end":{"line":40,"column":143,"offset":1514}},"text":"text","content":["This function takes a string, expands it using ",{"meta":"LLM::Prompts","type":"fcode","name":"L","content":["LLM::Prompts"]},", and uses ",{"meta":"LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]}," to evaluate the string."]},{"type":"para","id":"6zD5FKU7UdV-jyxnMfjSw","margin":"","location":{"start":{"line":42,"column":1,"offset":1516},"end":{"line":42,"column":28,"offset":1543}},"text":"text","content":["It is mostly equivalent to:"]},{"type":"block","id":"KuoUoY6msJfiABE-XCp-K","margin":"","name":"code","config":[],"location":{"start":{"line":44,"column":1,"offset":1545},"end":{"line":55,"column":21,"offset":1962}},"content":[{"type":"verbatim","value":"use LLM::Functions;\nuse LLM::Prompts;\nuse TOML;\n\nmy $conf-dir = %*ENV<XDG_HOME> // $*HOME.child('.config');\nmy $conf = from-toml($conf-dir.child('llm-dwim.toml').IO.slurp);\nmy $evaluator = $conf<evaluator>;\nmy &evaluator //= llm-function(\n    llm-evaluator => llm-configuration( $evaluator, |%( $conf{ $evaluator } ) )\n);\nmy $msg = llm-prompt-expand($str);\nevaluator($msg);"}]},{"type":"para","id":"UFbT59KgkUCi2deZWpDaW","margin":"","location":{"start":{"line":57,"column":1,"offset":1964},"end":{"line":57,"column":101,"offset":2064}},"text":"text","content":["For diagnostics, use ",{"meta":"https://raku.land/cpan:BDUGGAN/Log::Async","type":"fcode","name":"L","content":["Log::Async"]}," and add a tap, like so:"]},{"type":"block","id":"A-lcUiMF4PpzeEMc4WIJ1","margin":"","name":"code","config":[],"location":{"start":{"line":59,"column":1,"offset":2066},"end":{"line":64,"column":74,"offset":2207}},"content":[{"type":"verbatim","value":"use LLM::DWIM;\nuse Log::Async;\n\nlogger.send-to($*ERR);\n\nsay dwim \"How many miles is it from earth is the moon? #NumericOnly\";"}]},{"type":"block","id":"6jZ7F2psRnaKgXKXtbKJU","margin":"","level":1,"name":"head","location":{"start":{"line":66,"column":1,"offset":2209},"end":{"line":66,"column":16,"offset":2224}},"content":["CONFIGURATION"]},{"type":"para","id":"_h2xSitFxPBOZ-UT2NMSg","margin":"","location":{"start":{"line":68,"column":1,"offset":2226},"end":{"line":68,"column":149,"offset":2374}},"text":"text","content":["This module looks for ",{"type":"fcode","name":"C","content":["llm-dwim.toml"]}," in either ",{"type":"fcode","name":"C","content":["XDG_HOME"]}," or ",{"type":"fcode","name":"C","content":["HOME/.config"]},". This can be overridden by setting ",{"type":"fcode","name":"C","content":["DWIM_LLM_CONF"]}," to another filename."]},{"type":"para","id":"0ijf4oC7L6a20RrYapLVX","margin":"","location":{"start":{"line":70,"column":1,"offset":2376},"end":{"line":70,"column":236,"offset":2611}},"text":"text","content":["The configuration file should be in TOML format and should contain at least one key, ",{"type":"fcode","name":"C","content":["evaluator"]},", which should be the name of the LLM evaluator to use. Evaluators can be configured using TOML syntax, with the evaluator name as the key."]},{"type":"para","id":"Y5Au-vAQOZusHizx9cyUO","margin":"","location":{"start":{"line":72,"column":1,"offset":2613},"end":{"line":72,"column":23,"offset":2635}},"text":"text","content":["Sample configurations:"]},{"type":"para","id":"35MC8NCgp0X1IopIP9KQm","margin":"","location":{"start":{"line":74,"column":1,"offset":2637},"end":{"line":74,"column":37,"offset":2673}},"text":"text","content":["Use Gemini (which has a free tier) :"]},{"type":"block","id":"f_gZQNyqLhlts-ajEsAJ2","margin":"","name":"code","config":[],"location":{"start":{"line":76,"column":1,"offset":2675},"end":{"line":76,"column":25,"offset":2699}},"content":[{"type":"verbatim","value":"evaluator = \"gemini\""}]},{"type":"para","id":"BzOBbPz0VbFYtoyOKcLTv","margin":"","location":{"start":{"line":78,"column":1,"offset":2701},"end":{"line":78,"column":40,"offset":2740}},"text":"text","content":["Use OpenAI, and modify some parameters:"]},{"type":"block","id":"hjKw-B9QqjfpF2VpDtN33","margin":"","name":"code","config":[],"location":{"start":{"line":80,"column":1,"offset":2742},"end":{"line":82,"column":28,"offset":2823}},"content":[{"type":"verbatim","value":"evaluator = \"OpenAI\"\nOpenAI.temperature = 0.9\nOpenAI.max-tokens = 100"}]},{"type":"para","id":"3YRwrrcWka4j-8-jzdLm7","margin":"","location":{"start":{"line":84,"column":1,"offset":2825},"end":{"line":84,"column":109,"offset":2933}},"text":"text","content":["See ",{"meta":"https://raku.land/zef:antononcube/LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]}," for all of the configuration options."]},{"type":"block","id":"5gyeJVfZBto7KcFSXXp_Z","margin":"","level":1,"name":"head","location":{"start":{"line":86,"column":1,"offset":2935},"end":{"line":86,"column":21,"offset":2955}},"content":["COMMAND LINE USAGE"]},{"type":"para","id":"1HM7cg7iz28HTyZyxecd2","margin":"","location":{"start":{"line":88,"column":1,"offset":2957},"end":{"line":88,"column":294,"offset":3250}},"text":"text","content":["Also, this package includes a ",{"type":"fcode","name":"C","content":["llm-dwim"]}," script that can be used to evaluate a string from the command line. It will look for the configuration file in the same way as the module. It accepts either a string or a list of words. The single argument \"-\" will cause it to read from standard input."]},{"type":"para","id":"SFCHnSvktBUDRmZTrR9QF","margin":"","location":{"start":{"line":90,"column":1,"offset":3252},"end":{"line":90,"column":14,"offset":3265}},"text":"text","content":["Sample usage:"]},{"type":"block","id":"PvdBqv6RngnCm9nmHW12S","margin":"","name":"code","config":[],"location":{"start":{"line":92,"column":1,"offset":3267},"end":{"line":95,"column":77,"offset":3495}},"content":[{"type":"verbatim","value":"llm-dwim -h  # get usage\nllm-dwim \"How many miles is it from the earth to the moon?\"\nllm-dwim -v how far is it from the earth to the moon\\?\necho \"what is the airspeed velocity of an unladen swallow?\" | llm-dwim -"}]},{"type":"block","id":"Gssx0BGA2xFKGWOuc4JIL","margin":"","level":1,"name":"head","location":{"start":{"line":97,"column":1,"offset":3497},"end":{"line":97,"column":11,"offset":3507}},"content":["SEE ALSO"]},{"type":"para","id":"j1WUeXzopB4cYVK1ik-qV","margin":"","location":{"start":{"line":99,"column":1,"offset":3509},"end":{"line":99,"column":131,"offset":3639}},"text":"text","content":[{"meta":"https://raku.land/zef:antononcube/LLM::Functions","type":"fcode","name":"L","content":["LLM::Functions"]},", ",{"meta":"https://raku.land/zef:antononcube/LLM::Prompts","type":"fcode","name":"L","content":["LLM::Prompts"]}]},{"type":"para","id":"Y97ZV31I9VCbTCbyw5f6o","margin":"","location":{"start":{"line":101,"column":1,"offset":3641},"end":{"line":101,"column":100,"offset":3740}},"text":"text","content":["This was inspired by the also excellent ",{"meta":"https://metacpan.org/pod/DWIM::Block","type":"fcode","name":"L","content":["DWIM::Block"]}," module."]},{"type":"block","id":"Vl5xJlkSmYdMfgDT4j_bJ","margin":"","level":1,"name":"head","location":{"start":{"line":103,"column":1,"offset":3742},"end":{"line":103,"column":9,"offset":3750}},"content":["AUTHOR"]},{"type":"para","id":"a-TYt-xf_MOH7UNA2jMe1","margin":"","location":{"start":{"line":105,"column":1,"offset":3752},"end":{"line":105,"column":13,"offset":3764}},"text":"text","content":["Brian Duggan"]}]},"publishUrl":"/mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/README.md","pluginsData":{"moduleInfo":{"meta":{"api":"","auth":"zef:bduggan","authors":["Brian Duggan"],"build-depends":[],"depends":["LLM::Functions","LLM::Prompts","Log::Async","JSON::Fast","TOML"],"description":"Do What I Mean, with help from large language models","dist":"LLM::DWIM:ver<0.0.3>:auth<zef:bduggan>","license":"MIT","name":"LLM::DWIM","path":"L/LM/LLM_DWIM/dd464903329f02d236d67765de8b157fd332e106.tar.gz","provides":{"LLM::DWIM":"lib/LLM/DWIM.rakumod","llm-dwim":"bin/llm-dwim"},"raku":"6.*","source-url":"git://github.com/bduggan/raku-llm-dwim.git","tags":["AI","LLM"],"version":"0.0.3"},"files":[{"file":"work_mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/README.md","publishUrl":"/mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/README.md"},{"file":"work_mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/lib/LLM/DWIM.rakumod","publishUrl":"/mods/zef/LLM::DWIM/LLM-DWIM-0.0.3/lib/LLM/DWIM.rakumod"}],"src":"zef","url":"/mods/zef/LLM::DWIM"}}}
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LLM::DWIM


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Set ducktyped to True for ducktyped matches. For example \"4\" will match 4 with ducktyped matches."]},{"type":"block","id":"vNkFVF9IKQqgVngbyaWQ9","margin":"","level":3,"name":"head","location":{"start":{"line":25,"column":1,"offset":572},"end":{"line":25,"column":20,"offset":591}},"content":["method is-empty"]},{"type":"block","id":"Y3QJuBL9jDePZgKLrgE_1","margin":"","name":"code","config":[{"name":"lang","value":"raku","type":"string"}],"location":{"start":{"line":27,"column":1,"offset":593},"end":{"line":29,"column":4,"offset":635}},"content":[{"type":"verbatim","value":"method is-empty() returns Bool"}]},{"type":"para","id":"N71twHYi-Goe1iCx7FXS3","margin":"","location":{"start":{"line":31,"column":1,"offset":637},"end":{"line":31,"column":28,"offset":664}},"text":"text","content":["Tests if the array is empty"]},{"type":"block","id":"5YyRNbC-jJryeE1_g_8AO","margin":"","level":3,"name":"head","location":{"start":{"line":33,"column":1,"offset":666},"end":{"line":33,"column":20,"offset":685}},"content":["method split-by"]},{"type":"block","id":"Ezss5NE6Uj75sL2PLFMUo","margin":"","name":"code","config":[{"name":"lang","value":"raku","type":"string"}],"location":{"start":{"line":35,"column":1,"offset":687},"end":{"line":40,"column":4,"offset":791}},"content":[{"type":"verbatim","value":"method split-by(\n    Int $size,\n    Bool :$only_perfect_splits = Bool::False\n) returns Array"}]},{"type":"para","id":"0BiCNL3CIofv-qLlOT6KX","margin":"","location":{"start":{"line":42,"column":1,"offset":793},"end":{"line":42,"column":273,"offset":1065}},"text":"text","content":["Splits a Array into an array of arrays of the specified length (or smaller). If the array is not evenly divisble then the last array will contain the remainder. If only_perfect_splits is set to True it will throw an exception if the Array is not evenly divisible by $size."]},{"type":"block","id":"xHvkom-v11N73aRO1lyLz","margin":"","level":3,"name":"head","location":{"start":{"line":44,"column":1,"offset":1067},"end":{"line":44,"column":16,"offset":1082}},"content":["method take"]},{"type":"block","id":"zsX4BbDCLHC5nXn186zAh","margin":"","name":"code","config":[{"name":"lang","value":"raku","type":"string"}],"location":{"start":{"line":46,"column":1,"offset":1084},"end":{"line":51,"column":4,"offset":1182}},"content":[{"type":"verbatim","value":"method take(\n    Int $count,\n    Bool :$all_or_nothing = Bool::False\n) returns Array:D"}]},{"type":"para","id":"NOpwxrBDNqZ-pA24zBYpr","margin":"","location":{"start":{"line":53,"column":1,"offset":1184},"end":{"line":53,"column":288,"offset":1471}},"text":"text","content":["Take returns ",{"type":"fcode","name":"F","content":[{"type":"text","value":"count elements of the Array from the beginning or end depending on if "}]},"count is positive or negative. 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Set one_based to True to have it start the keys at 1 instead of 0. 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For example \"4\" will match 4 with ducktyped matches."]},{"type":"block","id":"vNkFVF9IKQqgVngbyaWQ9","margin":"","level":3,"name":"head","location":{"start":{"line":25,"column":1,"offset":572},"end":{"line":25,"column":20,"offset":591}},"content":["method is-empty"]},{"type":"block","id":"Y3QJuBL9jDePZgKLrgE_1","margin":"","name":"code","config":[{"name":"lang","value":"raku","type":"string"}],"location":{"start":{"line":27,"column":1,"offset":593},"end":{"line":29,"column":4,"offset":635}},"content":[{"type":"verbatim","value":"method is-empty() returns Bool"}]},{"type":"para","id":"N71twHYi-Goe1iCx7FXS3","margin":"","location":{"start":{"line":31,"column":1,"offset":637},"end":{"line":31,"column":28,"offset":664}},"text":"text","content":["Tests if the array is empty"]},{"type":"block","id":"5YyRNbC-jJryeE1_g_8AO","margin":"","level":3,"name":"head","location":{"start":{"line":33,"column":1,"offset":666},"end":{"line":33,"column":20,"offset":685}},"content":["method split-by"]},{"type":"block","id":"Ezss5NE6Uj75sL2PLFMUo","margin":"","name":"code","config":[{"name":"lang","value":"raku","type":"string"}],"location":{"start":{"line":35,"column":1,"offset":687},"end":{"line":40,"column":4,"offset":791}},"content":[{"type":"verbatim","value":"method split-by(\n    Int $size,\n    Bool :$only_perfect_splits = Bool::False\n) returns Array"}]},{"type":"para","id":"0BiCNL3CIofv-qLlOT6KX","margin":"","location":{"start":{"line":42,"column":1,"offset":793},"end":{"line":42,"column":273,"offset":1065}},"text":"text","content":["Splits a Array into an array of arrays of the specified length (or smaller). If the array is not evenly divisble then the last array will contain the remainder. If only_perfect_splits is set to True it will throw an exception if the Array is not evenly divisible by $size."]},{"type":"block","id":"xHvkom-v11N73aRO1lyLz","margin":"","level":3,"name":"head","location":{"start":{"line":44,"column":1,"offset":1067},"end":{"line":44,"column":16,"offset":1082}},"content":["method take"]},{"type":"block","id":"zsX4BbDCLHC5nXn186zAh","margin":"","name":"code","config":[{"name":"lang","value":"raku","type":"string"}],"location":{"start":{"line":46,"column":1,"offset":1084},"end":{"line":51,"column":4,"offset":1182}},"content":[{"type":"verbatim","value":"method take(\n    Int $count,\n    Bool :$all_or_nothing = Bool::False\n) returns Array:D"}]},{"type":"para","id":"NOpwxrBDNqZ-pA24zBYpr","margin":"","location":{"start":{"line":53,"column":1,"offset":1184},"end":{"line":53,"column":288,"offset":1471}},"text":"text","content":["Take returns ",{"type":"fcode","name":"F","content":[{"type":"text","value":"count elements of the Array from the beginning or end depending on if "}]},"count is positive or negative. 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Set one_based to True to have it start the keys at 1 instead of 0. 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Adds convenience methods to Array


Listicles


The Raku Knowledge Base


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LLM::Containerization

Raku-LLM-Containerization

LLM::Containerization v0.1.0

Authors

License

Dependencies

Test Dependencies

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Documentation