Commit Graph

41 Commits

Author SHA1 Message Date
Roman Rizzi 9a79afcdbf
DEV: Better strategies for summarization (#88)
* DEV: Better strategies for summarization

The strategy responsibility needs to be "Given a collection of texts, I know how to summarize them most efficiently, using the minimum amount of requests and maximizing token usage".

There are different token limits for each model, so it all boils down to two different strategies:

Fold all these texts into a single one, doing the summarization in chunks, and then build a summary from those.
Build it by combining texts in a single prompt, and truncate it according to your token limits.

While the latter is less than ideal, we need it for "bart-large-cnn-samsum" and "flan-t5-base-samsum", both with low limits. The rest will rely on folding.

* Expose summarized chunks to users
2023-06-27 12:26:33 -03:00
Sam 9390fba768
FIX: adjust token limits to account for functions (#96)
Reduce maximum replies to 2500 tokens and make them even for both GPT-3.5
and 4

Account for 400+ tokens in function definitions (this was unaccounted for)
2023-06-23 10:02:04 +10:00
Sam a028309cbd
FEATURE: add ai_bot_enabled_chat commands and tune search (#94)
* FEATURE: add ai_bot_enabled_chat commands and tune search

This allows admins to disable/enable GPT command integrations.

Also hones search results which were looping cause the result did not denote
the failure properly (it lost context)

* include more context for google command
include more context for time command

* type
2023-06-21 17:10:30 +10:00
Sam 30778d8af8
FIX: avoid storing corrupt prompts (#92)
```
prompt << build_message(bot_user.username, reply)
```

Would store a "cooked" prompt which is invalid, instead just store the raw
values which are later passed to build_message

Additionally:

1. Disable summary command which needs honing
2. Stop storing decorations (searched for X) in prompt which leads to straying
3. Ship username directly to model, avoiding "user: content" in prompts. This
 was causing GPT to stray
2023-06-20 15:44:03 +10:00
Sam 70c158cae1
FEATURE: add full bot support for GPT 3.5 (#87)
Given latest GPT 3.5 16k which is both better steered and supports functions
we can now support rich bot integration.

Clunky system message based steering is removed and instead we use the
function framework provided by Open AI
2023-06-20 08:45:31 +10:00
Roman Rizzi 3364fec425
DEV: Remove the summarization feature (#83)
* DEV: Remove the summarization feature

Instead, we'll register summarization implementations for OpenAI, Anthropic, and Discourse AI using the API defined in discourse/discourse#21813.

Core and chat will implement features on top of these implementations instead of this plugin extending them.

* Register instances that contain the model, requiring less site settings
2023-06-13 14:32:26 -03:00
Sam 081231a6eb
FIX: support multiple command executions (#85)
Previous to this change we were chaining stuff too late and would execute
commands serially leading to very unexpected results

This corrects this and allows us to run stuff like:

> Search google 3/4 times on various permutations of
QUERY and answer this question.

We limit at 5 commands to ensure there are not pathological user cases
where you lean on the LLM to flood us with results.
2023-06-06 07:09:33 +10:00
Sam 840968630e
FEATURE: disable smart commands on Claude and GPT 3.5 (#84)
For the time being smart commands only work consistently on GPT 4.
Avoid using any smart commands on the earlier models.

Additionally adds better error handling to Claude which sometimes streams
partial json and slightly tunes the search command.
2023-06-01 09:10:33 +10:00
Sam 96d521198b
FIX: missing localization (#81)
blog.start_gpt_chat -> was on my blog

This also slightly tunes the search prompt to support filtering by oldest
and try a tiny bit harder to guide GPT 3.5 which is a bit of a losing battle

Co-authored-by: Krzysztof Kotlarek <kotlarek.krzysztof@gmail.com>
2023-05-25 11:05:02 +10:00
Roman Rizzi c582e3b848
DEV: Fix toxicity test (#78) 2023-05-23 11:02:11 -03:00
Sam d85b503ed4
FIX: guide GPT 3.5 better (#77)
* FIX: guide GPT 3.5 better

This limits search results to 10 cause we were blowing the whole token
budget on search results, additionally it includes a quick exchange at
the start of a session to try and guide GPT 3.5 to follow instructions

Sadly GPT 3.5 drifts off very quickly but this does improve stuff a bit.

It also attempts to correct some issues with anthropic, though it still is
surprisingly hard to ground

* add status:public, this is a bit of a hack but ensures that we can search
for any filter provided

* fix specs
2023-05-23 23:08:17 +10:00
Sam b82fc1e692
FIX: ensure we only attempt embedding once every 15 minutes (#76)
This also heavily reduced log noise and ensures our exception handling is
more surgical.
2023-05-23 10:43:24 +10:00
Sam e0cf7b7d70
FIX: results will be nil for invalid queries (#74)
Previous to this change invalid searches would break the command.
2023-05-22 15:14:26 +10:00
Sam 92fb84e24d
iterate commands (#73)
* FEATURE: introduce a more efficient formatter

Previous formatting style was space inefficient given JSON consumes lots
of tokens, the new format is now used consistently across commands

Also fixes

- search limited to 10
- search breaking on limit: non existent directive

* Slight improvement to summarizer
Stop blowing up context with custom prompts

* ensure we include the guiding message

* correct spec

* langchain style summarizer ...

much more accurate (albeit more expensive)

* lint
2023-05-22 12:09:14 +10:00
Sam d59ed1091b
FEATURE: add support for GPT <-> Forum integration
This change-set connects GPT based chat with the forum it runs on. Allowing it to perform search, lookup tags and categories and summarize topics. 

The integration is currently restricted to public portions of the forum. 

Changes made:

- Do not run ai reply job for small actions
- Improved composable system prompt
- Trivial summarizer for topics
- Image generator 
- Google command for searching via Google
- Corrected trimming of posts raw (was replacing with numbers) 
- Bypass of problem specs

The feature works best with GPT-4


---------

Co-authored-by: Roman Rizzi <rizziromanalejandro@gmail.com>
2023-05-20 17:45:54 +10:00
Roman Rizzi 362f6167d1
FEATURE: Less friction for starting a conversation with an AI bot. (#63)
* FEATURE: Less friction for starting a conversation with an AI bot.

This PR adds a new header icon as a shortcut to start a conversation with one of our AI Bots. After clicking and selecting one from the dropdown menu, we'll open the composer with some fields already filled (recipients and title).

If you leave the title as is, we'll queue a job after five minutes to update it using a bot suggestion.

* Update assets/javascripts/initializers/ai-bot-replies.js

Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>

* Update assets/javascripts/initializers/ai-bot-replies.js

Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>

---------

Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>
2023-05-16 14:38:21 -03:00
Rafael dos Santos Silva 66bf4c74c6
FEATURE: Handle invalid media in NSFW module (#57)
* FEATURE: Handle invalid media in NSFW module

* fix lint
2023-05-11 15:35:39 -03:00
Roman Rizzi 7e3cb0ea16
FEATURE: Multi-model support for the AI Bot module. (#56)
We'll create one bot user for each available model. When listed in the `ai_bot_enabled_chat_bots` setting, they will reply.

This PR lets us use Claude-v1 in stream mode.
2023-05-11 10:03:03 -03:00
Rafael dos Santos Silva e5537d4c77
FEATURE: Allow excluding closed topics from semantic related (#55) 2023-05-09 15:30:50 -03:00
Roman Rizzi 71b105a1bb
FEATURE: Introduce the ai-bot module (#52)
This module lets you chat with our GPT bot inside a PM. The bot only replies to members of the groups listed on the ai_bot_allowed_groups setting and only if you invite it to participate in the PM.
2023-05-05 15:28:31 -03:00
Rafael dos Santos Silva bb0b829634
FEATURE: Anthropic Claude for AIHelper and Summarization modules (#39) 2023-04-10 11:04:42 -03:00
Roman Rizzi 4e05763a99
FEATURE: Semantic assymetric full-page search (#34)
Depends on discourse/discourse#20915

Hooks to the full-page-search component using an experimental API and performs an assymetric similarity search using our embeddings database.
2023-03-31 15:29:56 -03:00
Sam 6543c50758
FIX: stop returning self as a candidate for related topics (#31) 2023-03-31 11:04:17 +10:00
Sam 0d80d9ec49
FEATURE: allow limiting results in related topics section (#30)
Also:

- Normalizes behavior between logged in and anon,
 we only show related topics in the related topic section

- Renames "suggested" to "related" given this only exists in related section
- Adds a spec section to ensure anon does not regress
- Adds `ai_embeddings_semantic_related_topics` to limit related topics

Renamed settings:

ai_embeddings_semantic_suggested_model -> ai_embeddings_semantic_related_model
ai_embeddings_semantic_suggested_topics_enabled -> ai_embeddings_semantic_related_topics_enabled

Plugins is still in an experimental phase and not much is overidden hence
avoiding adding site setting migrations.


Co-authored-by: Krzysztof Kotlarek <kotlarek.krzysztof@gmail.com>
2023-03-31 11:04:34 +11:00
Sam 1d097b9d82
FEATURE: attempt to include related topics above suggested (#28)
Allows related topics to show up for logged on users

- Introduces a new "Related Topics" block above suggested when related topics exist
- Renames `ai_embeddings_semantic_suggested_topics_anons_enabled` -> `ai_embeddings_semantic_suggested_topics_enabled` (given it is only deployed on 1 site not bothering with a migration)
- Adds an integration test to ensure data arrives correctly on the client
2023-03-31 09:07:22 +11:00
Rafael dos Santos Silva 45950f1bb4
FIX: Only show public visible topics as suggested for anons (#27)
* FIX: Only show public visible topics as suggested for anons

* DEV: Add tests for embeddings

* Update spec/lib/modules/embeddings/semantic_suggested_spec.rb

Co-authored-by: Bianca Nenciu <nbianca@users.noreply.github.com>

* Update spec/lib/modules/embeddings/semantic_suggested_spec.rb

Co-authored-by: Bianca Nenciu <nbianca@users.noreply.github.com>

* move to top

---------

Co-authored-by: Bianca Nenciu <nbianca@users.noreply.github.com>
2023-03-23 17:28:01 -03:00
Roman Rizzi 4c960970fa
DEV: Log information about errors from the completions OpenAI API (#26) 2023-03-22 16:00:28 -03:00
Roman Rizzi 320ac6e84b
REFACTOR: Store prompts in a dedicated table. (#14)
This change makes it easier to add new prompts to our AI helper. We don't have a UI for it yet. You'll have to do it through a console.
2023-03-17 15:14:19 -03:00
Joffrey JAFFEUX edfdc6dfae
DEV: applies chat namespacing (#12) 2023-03-17 15:15:38 +01:00
Roman Rizzi f99fe7e1ed
FEATURE: Composer AI helper (#8)
* FEATURE: Composer AI helper

This change introduces a new composer button for the group members listed in the `ai_helper_allowed_groups` site setting.

Users can use chatGPT to review, improve, or translate their posts to English.

* Add a safeguard for PMs and don't rely on parentView
2023-03-15 17:02:20 -03:00
Roman Rizzi aa2fca6086
DEV: DiscourseAI -> DiscourseAi rename to have consistent folders and files (#9) 2023-03-14 16:03:50 -03:00
Roman Rizzi cbaa40edc5
FIX: Do not inherit from classes defined by plugins (#6) 2023-03-08 12:39:03 -03:00
Roman Rizzi a838116cd5
FEATURE: Use dedicated reviewables for AI flags. (#4)
This change adds two new reviewable types: ReviewableAIPost and ReviewableAIChatMessage. They have the same actions as their existing counterparts: ReviewableFlaggedPost and ReviewableChatMessage.

We'll display the model used and their accuracy when showing these flags in the review queue and adjust the latter after staff performs an action, tracking a global accuracy per existing model in a separate table.


* FEATURE: Dedicated reviewables for AI flags

* Store and adjust model accuracy

* Display accuracy in reviewable templates
2023-03-07 15:39:28 -03:00
Roman Rizzi b9a650fde4
DEV: Dedicated table for saving classification results (#1) 2023-02-27 16:21:40 -03:00
Roman Rizzi 5f9597474c
REFACTOR: Streamline flag and classification process 2023-02-24 13:25:02 -03:00
Roman Rizzi 85768cfb1c
FEATURE: Classify posts looking for NSFW images 2023-02-24 09:11:58 -03:00
Roman Rizzi 94933f3c58
DEV: Add missing specs for the toxicity module 2023-02-24 07:53:43 -03:00
Roman Rizzi e8bffcdd64
DEV: Add tests for the sentiment module 2023-02-23 15:50:10 -03:00
Roman Rizzi ef6c785aca
DEV: Move jobs undear each module lib directory 2023-02-23 14:09:52 -03:00
Roman Rizzi 1afa274b99
DEV: Reorganize files and add an entry point for each module 2023-02-23 12:25:00 -03:00
Roman Rizzi 6f0c141062
FEATURE: Introduce NSFW content detection basic flow. 2023-02-23 11:08:34 -03:00