Commit Graph

39 Commits

Author SHA1 Message Date
Sam aa463d64f1
FEATURE: Add creative persona (#231)
This adds a new creative persona that has access to the underlying
model and no external integrations.

It allows people to use Claude/GPT models in a Discourse agnostic
way.
2023-09-27 10:48:38 +10:00
Sam 316ea9624e
FIX: properly truncate !command prompts (#227)
* FIX: properly truncate !command prompts

### What is going on here?

Previous to this change where a command was issued by the LLM it
could hallucinate a continuation eg:

```
This is what tags are

!tags

some nonsense here
```

This change introduces safeguards so `some nonsense here` does not
creep in to the prompt history, poisoning the llm results

This in effect grounds the llm a lot better and results in the llm
forgetting less about results.

The change only impacts Claude at the moment, but will also improve
stuff for llama 2 in future.

Also, this makes it significantly easier to test the bot framework
without an llm cause we avoid a whole bunch of complex stubbing

* blank is not a valid bot response, do not inject into prompt
2023-09-15 07:02:37 +10:00
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
Jarek Radosz 1eb70c4f0a
DEV: Fix rspec-expectations warnings (#228) 2023-09-14 17:50:13 +02:00
Sam 9e94457154
FIX: Made bot more robust (#226)
* FIX: Made bot more robust

This is a collection of small fixes

- Display "Searching for: ..." while searching instead of showing found 0 results.
- Only allow 5 commands in lang chain - 6 feels like too much
- On the 5th command stop informing the engine about functions, so it is forced to complete
- Add another 30 tokens of buffer and explain why
- Typo in command prompt


Co-authored-by: Alan Guo Xiang Tan <gxtan1990@gmail.com>
2023-09-14 16:46:56 +10:00
Sam cdd6faa648
FEATURE: add filter support to ai bot semantic search (#222)
Previously we would bypass semantic search if any filters were
present

Also shows progress now.
2023-09-13 14:59:45 +10:00
Sam d75e3ca82b
FEATURE: include tag and category context in search (#217)
Previous to this we just included title/body.. tags and category
structure can be very critical for decision making.
2023-09-12 16:09:28 +10:00
Sam b0310f90d3
FEATURE: add tags and categories to read context (#215)
Note, we perform permission checks on tag list against anon
to ensure we do not disclose information about private tags
to the llm which could get extracted.
2023-09-12 11:06:55 +10:00
Sam 615eb8b440
FEATURE: add semantic search with hyde bot (#210)
In specific scenarios (no special filters or limits) we will also
always include 5 semantic results (at least) with every query.

This effectively means that all very wide queries will always return
20 results, regardless of how complex they are.

Also: 

FIX: embedding backfill rake task not working
We renamed internals, this corrects the implementation
2023-09-07 13:25:26 +10:00
Sam 38af2ca63e
FIX: cut completion short after function call is found (#182)
Previous to this change we would keep completing and throw away
result
2023-09-05 10:37:58 +10:00
Sam e3abbd9f46
FEATURE: add researcher persona (#181)
The researcher persona has access to Google and can perform
various internet research tasks. At the moment it can not read
web pages, but that is under consideration
2023-09-04 12:05:27 +10:00
Sam 181113159b
FIX: setting explorer was exceeding token budget
This refactor changes it so we only include minimal data in the
system prompt which leaves us lots of tokens for specific searches

The new search command allows us to pull in settings on demand

Descriptions are include in short search results, and names only
in longer results

Also: 

* In dev it is important to tell when calls are made to open ai
this adds a console log to increase awareness around token usage

* PERF: stop counting tokens so often

This changes it so we only count tokens once per response

Previously each time we heard back from open ai we would count
tokens, leading to uneeded delays

* bug fix, commands may reach in for tokenizer

* add logging to console for anthropic calls as well

* Update lib/shared/inference/openai_completions.rb

Co-authored-by: Martin Brennan <mjrbrennan@gmail.com>
2023-09-01 11:48:51 +10:00
Sam 00d69b463e
FEATURE: new site setting explorer persona (#178)
Also adds ai_bot_enabled_personas so admins can tweak which stock
personas are enabled.

The new persona has a full listing of all site settings and is
able to get context for each setting.

This means you can ask it to search through settings for something
relevant.

Security wise there is no access to actual configuration of settings
just to the names / description and implementation.

Previously this was part of the forum helper persona however it
just clashes too much with other behaviors, isolating it makes
it far more powerful.

* sneaking this one in, user_emails is a non obvious table in our
structure.

usually one would assume users has emails so the clarifies a bit
better. plus it is a very common table to hit.
2023-08-31 17:02:03 +10:00
Sam db19e37748
FEATURE: add initial support for personas (#172)
This splits out a bunch of code that used to live inside bots
into a dedicated concept called a Persona.

This allows us to start playing with multiple personas for the bot

Ships with:

artist - for making images
sql helper - for helping with data explorer
general - for everything and anything
 
Also includes a few fixes that make the generic LLM function implementation  more robust
2023-08-30 16:15:03 +10:00
Sam 8fdb88604f
FIX: trim first space when getting a reply from anthropic (#164)
Anthropic loves sending a pointless leading space with completions
this throws off the command framework.
2023-08-29 10:57:36 +10:00
Sam b14cb864dc
FEATURE: add setting_context experimental command (#160)
This command can be used to extract information about a discourse
site setting directly from source.

To operate it needs the rg binary in the container.
2023-08-29 10:43:58 +10:00
Sam 7d943be7b2
FIX: automatic bot titles missing sometime (#151)
This fixes 2 big issues:

1. No matter how hard you try, grounding anthropic title prompt
is just too hard. This works around by only looking at the last
sentence it returns and treating as title

2. Non English locales would be stuck with "generic" title, this
ensures every bot message gets a title, using a custom field to
track

Also, slightly tunes some anthropic prompts.
2023-08-24 07:20:24 +10:00
Sam f0e1c72aa7
FEATURE: implement command framework for non Open AI (#147)
Open AI support function calling, this has a very specific shape
that other LLMs have not quite adopted.

This simulates a command framework using system prompts on LLMs
that are not open AI.

Features include:

- Smart system prompt to steer the LLM
- Parameter validation (we ensure all the params are specified correctly)

This is being tested on Anthropic at the moment and intial results
are promising.
2023-08-23 07:49:36 +10:00
Sam 20c1f2d788
FEATURE: basic progress for image generation (#133)
previously you would have to wait quite a while to see the prompt this implements
a very basic implementation of progress so you can see the API is working.

Also: 

- Fix google progress.
- Handle the incredibly rare, zero results from google.
- Simplify command so it is less error prone
- replace invoke and attache results with a invoke
- ensure invoke can only ever be run once
- pass in all the information a command needs in constructor
- use new pattern throughout
- test invocation in isolation
2023-08-14 16:30:12 +10:00
Sam 7eedbf29e0
FIX: refine image and read command (#131)
- Attempt to hint reading is done by sending complete:true
- Do not include post_number in result unless it was sent in
- Rush visual feedback when a command is run (ensure we always revise)
- Include hyperlink in read command description
- Stop round tripping to GPT after image generation (speeds up images by a lot)
- Add a test for image command
2023-08-09 16:01:48 +10:00
Sam 958dfc360e
FEATURE: experimental read command for bot (#129)
This command is useful for reading a topics content. It allows us to perform
critical analysis or suggest answers.

Given 8k token limit in GPT-4 I hardcoded reading to 1500 tokens, but we can
follow up and allow larger windows on models that support more tokens.

On local testing even in this limited form this can be very useful.
2023-08-09 07:19:56 +10:00
Sam 03e689deb7
FIX: Google command was including full payload (#128)
* FIX: Google command was including full payload

Additionally there was no truncating happening meaning you could blow token
budget easily on a single search.

This made Google search mostly useless and it would mean that after using
Google we would revert to a clean slate which is very confusing.

* no need for nil there
2023-08-08 15:41:57 +10:00
Sam 7edb57c005
DEV: simplify command framework (#125)
The command framework had some confusing dispatching where it would dispatch
JSON blobs, this meant there was lots of parsing required in every command

The refactor handles transforming the args prior to dispatch which makes
consuming far simpler

This is also general prep to supporting some basic command framework in other
llms.
2023-08-04 09:37:58 +10:00
Sam 4b0c077ce5
FEATURE: port to use claude-2 for chat bot (#114)
Claude 1 costs the same and is less good than Claude 2. Make use of Claude
2 in all spots ...

This also fixes streaming so it uses the far more efficient streaming protocol.
2023-07-27 11:24:44 +10:00
Roman Rizzi 1b568f2391
FIX: Claude's max_tookens_to_sample is a required field (#97) 2023-06-27 14:42:33 -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
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
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 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
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
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