Commit Graph

45 Commits

Author SHA1 Message Date
Martin Brennan bab5e52e38
FIX: Secure/unsecure uploads when sharing AI conversations (#554)
This commit uses a new plugin modifier introduced in https://github.com/discourse/discourse/pull/26508
to mark all uploads as _not_ secure in shared PM AI conversations.
This is so images created by the AI bot (or uploaded by the user)
do not end up as broken URLs because of the security requirements
around them.

This relies on the UpdateTopicUploadSecurity job in core as well,
which is fired when an AI conversation is shared or deleted.
2024-04-11 10:00:41 +10:00
Roman Rizzi aa8918911d
UX: Display the indexing progress for RAG uploads (#557) 2024-04-09 11:03:07 -03:00
Roman Rizzi 1f1c94e5c6
FEATURE: AI Bot RAG support. (#537)
This PR lets you associate uploads to an AI persona, which we'll split and generate embeddings from. When building the system prompt to get a bot reply, we'll do a similarity search followed by a re-ranking (if available). This will let us find the most relevant fragments from the body of knowledge you associated with the persona, resulting in better, more informed responses.

For now, we'll only allow plain-text files, but this will change in the future.

Commits:

* FEATURE: RAG embeddings for the AI Bot

This first commit introduces a UI where admins can upload text files, which we'll store, split into fragments,
and generate embeddings of. In a next commit, we'll use those to give the bot additional information during
conversations.

* Basic asymmetric similarity search to provide guidance in system prompt

* Fix tests and lint

* Apply reranker to fragments

* Uploads filter, css adjustments and file validations

* Add placeholder for rag fragments

* Update annotations
2024-04-01 13:43:34 -03:00
Sam 61e4c56e1a
FEATURE: Add vision support to AI personas (Claude 3) (#546)
This commit adds the ability to enable vision for AI personas, allowing them to understand images that are posted in the conversation.

For personas with vision enabled, any images the user has posted will be resized to be within the configured max_pixels limit, base64 encoded and included in the prompt sent to the AI provider.

The persona editor allows enabling/disabling vision and has a dropdown to select the max supported image size (low, medium, high). Vision is disabled by default.

This initial vision support has been tested and implemented with Anthropic's claude-3 models which accept images in a special format as part of the prompt.

Other integrations will need to be updated to support images.

Several specs were added to test the new functionality at the persona, prompt building and API layers.

 - Gemini is omitted, pending API support for Gemini 1.5. Current Gemini bot is not performing well, adding images is unlikely to make it perform any better.

 - Open AI is omitted, vision support on GPT-4 it limited in that the API has no tool support when images are enabled so we would need to full back to a different prompting technique, something that would add lots of complexity


---------

Co-authored-by: Martin Brennan <martin@discourse.org>
2024-03-27 14:30:11 +11:00
Sam a03bc6ddec
FEATURE: Share conversations with AI via a URL (#521)
This allows users to share a static page of an AI conversation with
the rest of the world.

By default this feature is disabled, it is enabled by turning on
ai_bot_allow_public_sharing via site settings

Precautions are taken when sharing

1. We make a carbonite copy
2. We minimize work generating page
3. We limit to 100 interactions
4. Many security checks - including disallowing if there is a mix
of users in the PM.

* Bonus commit, large PRs like this PR did not work with github tool
large objects would destroy context


Co-authored-by: Martin Brennan <martin@discourse.org>
2024-03-12 16:51:41 +11:00
Keegan George b515b4f66d
FEATURE: AI Quick Semantic Search (#501)
This PR adds AI semantic search to the search pop available on every page.

It depends on several new and optional settings, like per post embeddings and a reranker model, so this is an experimental endeavour.


---------

Co-authored-by: Rafael Silva <xfalcox@gmail.com>
2024-03-08 13:02:50 -03:00
Loïc Guitaut 6ae4218a96 DEV: Fix new Rubocop offenses 2024-03-06 15:23:29 +01:00
Keegan George 97f3cba603
DEV: Add attribution to AI captioned images (#483) 2024-02-21 10:10:22 -08:00
Martin Brennan 0c1aad7850
DEV: Cleanup caption endpoint and account for secure uploads (#478)
Utilizes the check for secure upload permissions from core PR
https://github.com/discourse/discourse/pull/25758 and cleans up
controller codes and spec code to reuse existing code and better
reflect reality.
2024-02-19 23:43:39 -03:00
Rafael dos Santos Silva cf19ce0d72
FEATURE: Handle secure uploads in image caption (#476) 2024-02-19 18:08:19 -03:00
Keegan George a9b2d6a30a
FEATURE: AI image caption (#470)
This PR adds a new feature where you can generate captions for images in the composer using AI.

---------

Co-authored-by: Rafael Silva <xfalcox@gmail.com>
2024-02-19 14:56:28 -03:00
Keegan George d66915ecc1
DEV: Make prompts available on `CurrentUserSerializer` (#472) 2024-02-16 10:57:14 -08:00
Sam 3a8d95f6b2
FEATURE: mentionable personas and random picker tool, context limits (#466)
1. Personas are now optionally mentionable, meaning that you can mention them either from public topics or PMs
       - Mentioning from PMs helps "switch" persona mid conversation, meaning if you want to look up sites setting you can invoke the site setting bot, or if you want to generate an image you can invoke dall e
        - Mentioning outside of PMs allows you to inject a bot reply in a topic trivially
     - We also add the support for max_context_posts this allow you to limit the amount of context you feed in, which can help control costs

2. Add support for a "random picker" tool that can be used to pick random numbers 

3. Clean up routing ai_personas -> ai-personas

4. Add Max Context Posts so users can control how much history a persona can consume (this is important for mentionable personas) 

Co-authored-by: Martin Brennan <martin@discourse.org>
2024-02-15 16:37:59 +11:00
Sam a3c827efcc
FEATURE: allow personas to supply top_p and temperature params (#459)
* FEATURE: allow personas to supply top_p and temperature params

Code assistance generally are more focused at a lower temperature
This amends it so SQL Helper runs at 0.2 temperature vs the more
common default across LLMs of 1.0.

Reduced temperature leads to more focused, concise and predictable
answers for the SQL Helper

* fix tests

* This is not perfect, but far better than what we do today

Instead of fishing for

1. Draft sequence
2. Draft body

We skip (2), this means the composer "only" needs 1 http request to
open, we also want to eliminate (1) but it is a bit of a trickier
core change, may figure out how to pull it off (defer it to first draft save)

Value of bot drafts < value of opening bot conversations really fast
2024-02-03 07:09:34 +11:00
Roman Rizzi f9d7d7f5f0
DEV: AI bot migration to the Llm pattern. (#343)
* DEV: AI bot migration to the Llm pattern.

We added tool and conversation context support to the Llm service in discourse-ai#366, meaning we met all the conditions to migrate this module.

This PR migrates to the new pattern, meaning adding a new bot now requires minimal effort as long as the service supports it. On top of this, we introduce the concept of a "Playground" to separate the PM-specific bits from the completion, allowing us to use the bot in other contexts like chat in the future. Commands are called tools, and we simplified all the placeholder logic to perform updates in a single place, making the flow more one-wayish.

* Followup fixes based on testing

* Cleanup unused inference code

* FIX: text-based tools could be in the middle of a sentence

* GPT-4-turbo support

* Use new LLM API
2024-01-04 10:44:07 -03:00
Sam 03fc94684b
FIX: AI helper not working correctly with mixtral (#399)
* FIX: AI helper not working correctly with mixtral

This PR introduces a new function on the generic llm called #generate

This will replace the implementation of completion!

#generate introduces a new way to pass temperature, max_tokens and stop_sequences

Then LLM implementers need to implement #normalize_model_params to
ensure the generic names match the LLM specific endpoint

This also adds temperature and stop_sequences to completion_prompts
this allows for much more robust completion prompts

* port everything over to #generate

* Fix translation

- On anthropic this no longer throws random "This is your translation:"
- On mixtral this actually works

* fix markdown table generation as well
2024-01-04 09:53:47 -03:00
Keegan George 7b4710d5c9
FEATURE: Generate post illustrations (#367) 2023-12-19 11:17:34 -08:00
Keegan George 408d9f68eb
FEATURE: Proofread with post AI helper (#359) 2023-12-14 19:30:52 -08:00
Keegan George 6aaf1f002e
FEATURE: Add streaming to post AI helper's explain option (#344)
Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>
Co-authored-by: Roman Rizzi <roman@discourse.org>
2023-12-12 09:28:39 -08:00
Roman Rizzi 2798e4c86d
FIX: Custom instructions where missing when generating custom prompt input (#348) 2023-12-11 19:26:56 -03:00
Sam 6380ebd829
FEATURE: allow personas to provide command options (#331)
Personas now support providing options for commands.

This PR introduces a single option "base_query" for the SearchCommand. When supplied all searches the persona will perform will also include the pre-supplied filter.

This can allow personas to search a subset of the forum (such as documentation)

This system is extensible we can add options to any command trivially.
2023-12-08 08:42:56 +11:00
Roman Rizzi 54a8dd9556
REFACTOR: Use LLM abstraction in the AI Helper. (#312)
It also removes the need for multiple versions of our seeded prompts per model, further simplifying the code.
2023-11-27 09:33:31 -03:00
Sam 5b5edb22c6
FEATURE: UI to update ai personas on admin page (#290)
Introduces a UI to manage customizable personas (admin only feature)

Part of the change was some extensive internal refactoring:

- AIBot now has a persona set in the constructor, once set it never changes
- Command now takes in bot as a constructor param, so it has the correct persona and is not generating AIBot objects on the fly
- Added a .prettierignore file, due to the way ALE is configured in nvim it is a pre-req for prettier to work
- Adds a bunch of validations on the AIPersona model, system personas (artist/creative etc...) are all seeded. We now ensure
- name uniqueness, and only allow certain properties to be touched for system personas.
- (JS note) the client side design takes advantage of nested routes, the parent route for personas gets all the personas via this.store.findAll("ai-persona") then child routes simply reach into this model to find a particular persona.
- (JS note) data is sideloaded into the ai-persona model the meta property supplied from the controller, resultSetMeta
- This removes ai_bot_enabled_personas and ai_bot_enabled_chat_commands, both should be controlled from the UI on a per persona basis
- Fixes a long standing bug in token accounting ... we were doing to_json.length instead of to_json.to_s.length
- Amended it so {commands} are always inserted at the end unconditionally, no need to add it to the template of the system message as it just confuses things
- Adds a concept of required_commands to stock personas, these are commands that must be configured for this stock persona to show up.
- Refactored tests so we stop requiring inference_stubs, it was very confusing to need it, added to plugin.rb for now which at least is clearer
- Migrates the persona selector to gjs

---------

Co-authored-by: Joffrey JAFFEUX <j.jaffeux@gmail.com>
Co-authored-by: Martin Brennan <martin@discourse.org>
2023-11-21 16:56:43 +11:00
Roman Rizzi b172ef11c4
FEATURE: Expose sentiment classifications via the admin dashboard. (#284)
This PR adds new reports for displaying information about post sentiments grouped by date and emotions group by TL.

Depends on discourse/discourse#24274
2023-11-08 10:50:37 -03:00
Rafael dos Santos Silva 0e5764617a
FEATURE: AI helper on posts (#244)
Adds an AI Helper function when selecting text while viewing a topic.

---------

Co-authored-by: Keegan George <kgeorge13@gmail.com>
Co-authored-by: Roman Rizzi <roman@discourse.org>
2023-10-23 11:41:36 -03:00
Keegan George 2e5a39360a
FEATURE: Create custom prompts with composer AI helper (#214)
* DEV: Add icon support

* DEV: Add basic setup for custom prompt menu

* FEATURE: custom prompt backend

* fix custom prompt param check

* fix custom prompt replace

* WIP

* fix custom prompt usage

* fixes

* DEV: Update front-end

* DEV: No more custom prompt state

* DEV: Add specs

* FIX: Title/Category/Tag suggestions

Suggestion dropdowns broke because it `messages_with_user_input(user_input)` expects a hash now.

* DEV: Apply syntax tree

* DEV: Restrict custom prompts to configured groups

* oops

* fix tests

* lint

* I love tests

* lint is cool tho

---------

Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>
2023-09-25 15:12:54 -03:00
Roman Rizzi f57c1bb0f6
FEATURE: AI Helper endpoint to generate a thumbnail from text. (#224)
We pass the text to the current LLM and ask them to generate a StableDifussion prompt.
We'll use that to generate 4 samples, temporarily creating uploads and returning their short URLs.
2023-09-14 12:53:44 -03:00
Roman Rizzi 156931e1f4
FIX: Perform semantic search only when searchTerm is valid (#216) 2023-09-11 11:32:05 -03:00
Rafael dos Santos Silva 2c0f535bab
FEATURE: HyDE-powered semantic search. (#136)
* FEATURE: HyDE-powered semantic search.

It relies on the new outlet added on discourse/discourse#23390 to display semantic search results in an unobtrusive way.

We'll use a HyDE-backed approach for semantic search, which consists on generating an hypothetical document from a given keywords, which gets transformed into a vector and used in a asymmetric similarity topic search.

This PR also reorganizes the internals to have less moving parts, maintaining one hierarchy of DAOish classes for vector-related operations like transformations and querying.

Completions and vectors created by HyDE will remain cached on Redis for now, but we could later use Postgres instead.

* Missing translation and rate limiting

---------

Co-authored-by: Roman Rizzi <rizziromanalejandro@gmail.com>
2023-09-05 11:08:23 -03:00
Rafael dos Santos Silva 4864978495
FEATURE: Return only applicable suggestions in AiHelper category/tags suggestions (#184) 2023-09-04 14:30:33 -03:00
Rafael dos Santos Silva 43e485cbd9
FEATURE: Additional AI suggestion options (#176) 2023-09-01 17:10:58 -07:00
Rafael dos Santos Silva e673b568d9
FEATURE: StableBeluga2 support for AiHelper (#162)
* FEATURE: StableBeluga2 support for AiHelper

* lint
2023-08-25 15:54:51 -03:00
Rafael dos Santos Silva 5e3f4e1b78
FEATURE: Embeddings to main db (#99)
* FEATURE: Embeddings to main db

This commit moves our embeddings store from an external configurable PostgreSQL
instance back into the main database. This is done to simplify the setup.

There is a migration that will try to import the external embeddings into
the main DB if it is configured and there are rows.

It removes support from embeddings models that aren't all_mpnet_base_v2 or OpenAI
text_embedding_ada_002. However it will now be easier to add new models.

It also now takes into account:
  - topic title
  - topic category
  - topic tags
  - replies (as much as the model allows)

We introduce an interface so we can eventually support multiple strategies
for handling long topics.

This PR severely damages the semantic search performance, but this is a
temporary until we can get adapt HyDE to make semantic search use the same
embeddings we have for semantic related with good performance.

Here we also have some ground work to add post level embeddings, but this
will be added in a future PR.

Please note that this PR will also block Discourse from booting / updating if 
this plugin is installed and the pgvector extension isn't available on the 
PostgreSQL instance Discourse uses.
2023-07-13 12:41:36 -03:00
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
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
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
Roman Rizzi 38e007a3a5
FEATURE: Topic summarization (#41)
* FEATURE: Topic summarization

Summarize topics using the TopicView's "summary" filter. The UI is similar to what we do for chat, but we don't allow the user to select a timeframe.


Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>
2023-04-19 17:57:31 -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 f2e52f7f24
FIX: Check for chat channel permissions (#38) 2023-04-06 09:07:31 -03:00
Rafael dos Santos Silva 5549e4d5b3
FEATURE: Chat channel summarization. (#32)
* start summary module

* chat channel summarization

* FEATURE: modal for channel summarization

---------

Co-authored-by: Roman Rizzi <rizziromanalejandro@gmail.com>
2023-04-04 11:24:09 -03:00
Roman Rizzi 333cb8f212
FIX: Don't try to use pg headlines for semantic search. (#36)
Depends on discourse/discourse#20939.
2023-04-03 11:48:38 -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
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
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