Simon Willison
a8740b066c
Fixed remaining mypy problems, refs #1023
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Refs https://github.com/simonw/llm/pull/996#issuecomment-2878191352
2025-05-13 16:47:59 -07:00
Simon Willison
cc99984259
Fix for TypeError: 'coroutine' object is not iterable
2025-05-13 16:39:20 -07:00
Simon Willison
7a32d0daec
AsyncModel.chain() raises NotImplementedError, closes #1021
2025-05-13 16:31:17 -07:00
Simon Willison
027ec69ed5
Guard against chunk=None from models
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Bug that I encountered while working on #1019
2025-05-13 12:12:24 -07:00
Simon Willison
104ef266cb
Upgrade condense-json
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Refs https://github.com/simonw/llm/issues/1003#issuecomment-2873322525
Refs https://github.com/simonw/condense-json/issues/5
2025-05-13 10:10:25 -07:00
Simon Willison
1ea8f6eb24
ChainResponse.log_to_db() method and test, refs #1017 , #1003
2025-05-13 09:53:40 -07:00
Simon Willison
0bdefd10c9
First test for tools, plus vcr+syrupy, refs #1017
2025-05-13 08:03:01 -07:00
Simon Willison
0273e0ff69
Removed obsolete details() method, closes #1007
2025-05-12 21:02:02 -07:00
Simon Willison
9e7d463ef4
Initial implementation of --td and --ta, refs #1005
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Uses new mechanism from #1007
2025-05-12 20:57:50 -07:00
Simon Willison
95b8150b5b
New response.excute_tool_calls(), refs #1007
2025-05-12 20:47:15 -07:00
Simon Willison
4d64410ca3
Load tool stuff from database, refs #1010
2025-05-12 19:54:32 -07:00
Simon Willison
0c85b30bdf
Ensure all responses have a ULID
2025-05-12 19:52:33 -07:00
Simon Willison
2cee1d2946
tool_calls_or_raise()
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Refs #992 , #998 , #999
2025-05-12 11:46:16 -07:00
Simon Willison
e1b06d31f7
Log tool stuff to the database, refs #1003
2025-05-12 10:02:19 -07:00
Simon Willison
60861eddc3
First working prototype of llm -T toolname
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Refs https://github.com/simonw/llm/issues/990#issuecomment-2870630946
2025-05-11 20:09:31 -07:00
Simon Willison
9263f37658
model.chain() method, tools=[func1, func2]
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Also fixed mypy errors, but had to drop AsyncResponse for the moment.
Refs https://github.com/simonw/llm/issues/937#issuecomment-2870479021
2025-05-11 18:53:42 -07:00
Simon Willison
dd95f23e0c
.chain().details() debug method
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https://github.com/simonw/llm/issues/937#issuecomment-2870465951
2025-05-11 18:28:55 -07:00
Simon Willison
8f9ca0b4b7
Got a tool call to run through OpenAI
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2870434157
2025-05-11 18:01:28 -07:00
Simon Willison
dae4ad6bcc
Enforce chain limit of 5
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2870390330
2025-05-11 17:23:43 -07:00
Simon Willison
5e2190162b
Initial Conversation.chain() and ChainResponse
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2870365809
2025-05-11 17:14:57 -07:00
Simon Willison
2b082e6062
ToolCall.tool_call_id property, refs #937
2025-05-11 17:14:38 -07:00
Simon Willison
d58ad5f65b
prompt.tools and prompt.tool_results no longer optional
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They will always be at least an empty list
2025-05-10 15:10:14 -07:00
Simon Willison
1b0dd34a32
Prompt.tool_results property
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2869124983
2025-05-10 12:36:30 -07:00
Simon Willison
614941dbe5
ToolResult dataclass
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2869123620
2025-05-10 12:33:29 -07:00
Simon Willison
ab9cea9858
Dropped Tool.output_schema
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Refs https://github.com/simonw/llm/issues/935#issuecomment-2869120546
2025-05-10 12:23:35 -07:00
Simon Willison
ca4a08e90b
Stash function in tool.implementation
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Refs https://github.com/simonw/llm/issues/935#issuecomment-2869084490
2025-05-10 11:54:40 -07:00
Simon Willison
f8cd7be600
response.tool_calls() methods
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Refs https://github.com/simonw/llm/issues/936#issuecomment-2869082672
2025-05-10 11:38:51 -07:00
Simon Willison
d2da482111
Response.add_tool_call() method and ToolCall class
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Refs https://github.com/simonw/llm/issues/936#issuecomment-2869064678
2025-05-10 11:06:38 -07:00
Simon Willison
0d94576706
supports_tools Model property, Tool.function(..., name=) option
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Refs https://github.com/simonw/llm/issues/935#issuecomment-2869042481
2025-05-10 10:29:23 -07:00
Simon Willison
08054a022d
Pass tools around a bit
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Refs https://github.com/simonw/llm/issues/935#issuecomment-2869032532
2025-05-10 10:19:30 -07:00
Simon Willison
86ccce4e5e
WIP Tool definition class
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Refs https://github.com/simonw/llm/issues/935#issuecomment-2869002227
2025-05-10 10:01:50 -07:00
Simon Willison
f740a5cbbd
Fragments ( #859 )
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* WIP fragments: schema plus reading but not yet writing, refs #617
* Unique index on fragments.alias, refs #617
* Fragments are now persisted, added basic CLI commands
* Fragment aliases work now, refs #617
* Improved help for -f/--fragment
* Support fragment hash as well
* Documentation for fragments
* Better non-JSON display of llm fragments list
* llm fragments -q search option
* _truncate_string is now truncate_string
* Use condense_json to avoid duplicate data in JSON in DB, refs #617
* Follow up to 3 redirects for fragments
* Python API docs for fragments= and system_fragments=
* Fragment aliases cannot contain a : - this is to ensure we can add custom fragment loaders later on, refs https://github.com/simonw/llm/pull/859#issuecomment-2761534692
* Use template fragments when running prompts
* llm fragments show command plus llm fragments group tests
* Tests for fragments family of commands
* Test for --save with fragments
* Add fragments tables to docs/logging.md
* Slightly better llm fragments --help
* Handle fragments in past conversations correctly
* Hint at llm prompt --help in llm --help, closes #868
* llm logs -f filter plus show fragments in llm logs --json
* Include prompt and system fragments in llm logs -s
* llm logs markdown fragment output and tests, refs #617
2025-04-05 17:22:37 -07:00
Simon Willison
f35ac31c21
llm logs --schema, --data, --data-array and --data-key options ( #785 )
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* llm logs --schema option, refs #782
* --data and --data-array and --data-key options, refs #782
* Tests for llm logs --schema options, refs #785
* Also implemented --schema ID lookup, refs #780
* Using --data-key implies --data
* Docs for llm logs --schema and --data etc
2025-02-26 21:51:08 -08:00
Simon Willison
9922d5bb6a
model.prompt(prompt= is now optional, closes #784
2025-02-26 19:31:38 -08:00
Simon Willison
62c90dd472
llm prompt --schema X option and model.prompt(..., schema=) parameter ( #777 )
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Refs #776
* Implemented new llm prompt --schema and model.prompt(schema=)
* Log schema to responses.schema_id and schemas table
* Include schema in llm logs Markdown output
* Test for schema=pydantic_model
* Initial --schema CLI documentation
* Python docs for schema=
* Advanced plugin docs on schemas
2025-02-26 16:58:28 -08:00
Simon Willison
849c65fe9d
Upgrade to Pydantic v2 ( #775 )
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* Upgrade to Pydantic v2
* Stop testing against Pydantic v1
Closes #520
2025-02-26 10:05:54 -08:00
Simon Willison
7bf1ea665e
Made load_conversation() async_ aware, closes #742
2025-02-16 20:19:38 -08:00
Simon Willison
24b250506b
Better __repr__ and __str__ for conversation and model
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Inspired by work on #752
2025-02-16 15:45:08 -08:00
Simon Willison
6c6b100f3e
KeyModel and AsyncKeyModel classes for models that taken keys ( #753 )
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* New KeyModel and AsyncKeyModel classes for models that taken keys - closes #744
* llm prompt --key now uses new mechanism, including for async
* use new key mechanism in llm chat command
* Python API tests for llm.KeyModel and llm.AsyncKeyModel
* Python API docs for for prompt(... key="")
* Mention await model.prompt() takes other parameters, reorg sections
* Better title for the model tutorial
* Docs on writing model plugins that take a key
2025-02-16 14:38:51 -08:00
Simon Willison
20c18a716d
-q multiple option for llm models and llm embed-models
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Refs #748
2025-02-13 15:35:18 -08:00
Simon Willison
73043ec406
Fixed mypy complaint
2025-01-10 16:05:29 -08:00
Simon Willison
b452effa09
llm models -q/--query option, closes #700
2025-01-09 11:37:33 -08:00
Simon Willison
571f4b2a4d
Fix for UTC warnings
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Closes #672
2024-12-12 14:57:23 -08:00
Simon Willison
f9af563df5
response.on_done() mechanism, closes #653
2024-12-01 15:47:23 -08:00
Simon Willison
8a7b0c4f5d
response.usage() and await aresponse.usage(), closes #644
2024-11-19 21:25:37 -08:00
Simon Willison
cfb10f4afd
Log input tokens, output tokens and token details ( #642 )
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* Store input_tokens, output_tokens, token_details on Response, closes #610
* llm prompt -u/--usage option
* llm logs -u/--usage option
* Docs on tracking token usage in plugins
* OpenAI default plugin logs usage
2024-11-19 20:21:59 -08:00
Simon Willison
4a059d722b
Log --async responses to DB, closes #641
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Refs #507
2024-11-19 18:11:52 -08:00
Simon Willison
0fec9746f4
text_or_raise() on sync Response too
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Refs #632
2024-11-17 12:20:20 -08:00
Simon Willison
cf172cc70a
response.text_or_raise() workaround
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Closes https://github.com/simonw/llm/issues/632
2024-11-14 15:08:41 -08:00
Simon Willison
3b6e73445c
Better __repr__ for Response and AsyncResponse
2024-11-14 14:42:40 -08:00