Changelog¶

All notable changes to this project will be documented in this file. This project adheres to Semantic Versioning.

[0.17.1] - 2018-12-17¶

Fixed¶

regex features are replaced on upload and can be used during training
users with user account roles are able to log in

[0.17.0] - 2018-12-04¶

This is a major new version which adds support for Rasa Core 0.12. The Rasa Core and NLU containers are now the open source ones available from docker hub. Since the docker-compose.yml and .env files have changed, we recommend you update by fetching and running the latest version of the install script (see platform installation docs). important Since there is a major version change in Rasa Core, you should re-train your model with Rasa Core 0.12 and upload it

Added¶

User analytics endpoints at /analytics
query parameters start, until, policies, minimumUserMessages, policies, maximumConfidence at GET /conversations endpoint
Endpoints to fetch conversation metadata on unique actions, intents, entities and policies. These are /conversationActions, /conversationIntents, /conversationEntities, /conversationPolicies
support for emojis in training data
add endpoint to flag user conversations
Migrations for conversations metadata which did not yet include fields like intents, and actions
Conversation filtering UI

Changed¶

Change in docker-compose.yml
Use open source Docker containers for Rasa Core and Rasa NLU
Bump rasa_core to v0.12
Bump rasa_core_sdk to v0.12
Bump demobot to v0.17
no-root Dockerfiles
UI improvements
Update nginx configurations. Workers set to auto, more connections per worker, tuned connections timeouts.

Removed¶

Fixed¶

Large NLU datasets do not fail with CancelledError anymore

[0.16.8] - 2018-11-06¶

Changed¶

Increased worker_connections and worker_rlimit_nofile to 2048 to handle higher traffic.

Fixed¶

Crash on NLU inbox
Separation between NLU and Core models

[0.16.7] - 2018-11-02¶

Added¶

Creating interactive learning sessions from existing conversations

Changed¶

Remove tolerance added to “until” timestamp when querying conversations
GET /conversations endpoint supports new query parameters, allowing filtering by user utterances, intents, entities, actions and whether the conversation appears in the training data. Supports sorting conversations by their minimum action confidence for those that aren’t in the training, and sorting by the latest activity of the conversation.
Use entities endpoint instead of reducing list of possible entities from available data.

Fixed¶

Handling null intents
Buggy first line when adding new Suggestions manually

[0.16.6] - 2018-10-23¶

Fixed¶

Scrolling bug in nlu data table
Bug where asterisks in passwords were ignored when creating a new user login on the command line.

[0.16.5] - 2018-10-15¶

Added¶

endpoint at /projects/<project_id>/entities that returns a list of unique entities in the training data

Changed¶

all NLU and Core model endpoints are available at /projects/<project_id>/models/nlu and /projects/<project_id>/models/core
updated NLU, Core, Core SDK versions
Interactive learning UI

Removed¶

Fixed¶

UI bug fixes

[0.16.4] - 2018-10-05¶

Added¶

users can choose to enable experimental features
experimental support for interactive learning UI

Changed¶

uses Rasa Core 0.11.11 which contains fixes for tensorflow compatibility

Fixed¶

properly migrate events that have been persisted by rasa core <= 0.10
Minor tensorflow release broke compatibility, and bugfixes were released on Rasa Core master and Rasa Core 0.11 branch. This updates the demo bot to be compatible.

[0.16.3] - 2018-10-04¶

Fixed¶

migration of old pickeled rasa core events to the json format is now done properly

[0.16.2] - 2018-09-28¶

Added¶

admin endpoint at GET /api/logs?api_token=<your_api_token> that returns the logs of the platform instance as a zip file
docs on deploying custom Rasa Core and Rasa NLU code
added a feature for deleting users through rasa_commands without having to go through the MongoDB container

[0.16.1] - 2018-09-26¶

Changed¶

updated docker containers to use the latest rasa core bugfix release (0.11.7)

[0.16.0] - 2018-09-19¶

This is a major update, please read the migration instructions in the Migration Guide.

Added¶

major version change to support Rasa Core 0.11.4+ and Rasa NLU 0.13.3+.
ability to configure the name of the authenticationDatabase used by mongo using MONGO_AUTHDB env var
core and NLU model APIs at /models/<project>/core and /models/<project>/nlu. See the full API docs at Models API

Changed¶

POST /stories endpoint accepts plain text (<STORY>) instead of a {'story': <STORY>} object
GET /api/version endpoint no longer requires auth
Rasa NLU model training can now be initiated at POST /models/<project>/nlu/jobs
Consistent Core and NLU tagging scheme. The endpoints are (examples given for

core, replace base with /models/<project>/nlu for NLU endpoints):

add tag: PUT /models/<project>/core/<model_name>/tags/<mytag>

delete tag: DELETE /models/<project>/core/<model_name>/tags/<mytag>

get model for tag GET /models/<project>/core/tags/<mytag>

get model by name GET /models/<project>/core/<model_name>

GET /conversations returns a list of conversation metadata containing the fields sender_id, latest_event_time and latest_input_channel

Example request:

$ curl platform-server.com/api/conversations?api_token=<TOKEN> | python -m json.tool

Example response:

[
  {
    "sender_id": "user_1",
    "latest_event_time": 1537345401.394812,
    "latest_input_channel": "rasa"
  },
  {
    "sender_id": "8a513b01b4924c4986f424686771a501",
    "latest_event_time": 1537345428.457986,
    "latest_input_channel": "facebook"
  }
]

Removed¶

support for until_time and history query parameter at GET /statistics endpoint

Fixed¶

[0.15.5] - 2018-08-28¶

Added¶

URL field queries to include or exclude fields from query result

User can specify which fields they want to include in the returned object, using one or more fields query parameters. A story object has a name key, which means that GET /stories?fields[name]=true would return only the name s of the stories.

To query nested attributes, use syntax similar to python dictionaries. For example, a log object has the following structure: {"user_input": {"intent": {"name": "greet",...}}}. So to find all the unique intent values in the data, query: ?fields[user_input][intent][name]=true. By default this only returns distinct values for the requested field. This can be turned off by passing distinct=false as an extra query parameter. - supported by endpoints /responses, /stories, /logs, /data

Changed¶

maximum upload filesize increased to 800Mb
improved rendering of long messages in /data tables
improved rendering of long slots in conversations view
conversations view moved to top, now default view.
/api/version endpoint no longer requires authentication

Removed¶

Fixed¶

fixed issue where tensorflow training would hang
fixed issue where not all intents would show up in dropdown in /data/new
fixed bug with uploading markdown training data
fixed description in docs for how to upload a rasa core model
display user messages with multiple intents linked by OR naturally

[0.15.4] - 2018-08-21¶

Added¶

Changed¶

Disable save button on model configuration page if there are no changes

Removed¶

Markdown syntax highlighting (broken for in-word emphasis which we use a lot)

Fixed¶

Allow setting images as part of bot templates (as allowed in the domain file, specifying the image URL)
Action bubbles truncate properly in conversations
Message buttons display again in conversations

[0.15.3] - 2018-08-13¶

Added¶

endpoint at GET /stories.md for downloading Rasa Core stories in bulk as markdown file
POST /stories endpoint supports uploading bulk stories in an md file
GET/POST api/responses endpoints for downloading/uploading nlg templates now support api_token
docs on running custom NLU containers

Changed¶

POST /stories endpoint accepts plain text (<STORY>)

instead of a {'story': <STORY>} object - GET /api/version endpoint no longer requires auth - NLU are created from Rasa Core’s event stream - logs can be manually added py POST``ing a text query as a json payload to ``/api/projects/<project>/logs - deletion of NLU logs at DELETE /api/projects/<project>/logs/<log_id> Removed ——-

Fixed¶

--update option to change a user’s password in the rasa_commands.py script
Models view shrinking to nothing on some small screens
Default secret for JWTs
Refresh training data is view when you upload new training data
endpoint at GET /stories.md for downloading Rasa Core stories in bulk as markdown file
POST /stories endpoint supports uploading bulk stories in an md file
GET/POST api/responses endpoints for downloading/uploading nlg templates now support api_token

Removed¶

[0.15.2] - 2018-08-06¶

Added¶

API endpoints for uploading, modifying and deleting Rasa Core stories at /api/stories
Pagination query parameters for bot responses and models (and improved the docs)
Infinite scrolling for all lists

Changed¶

No default limit for GETing data, logs and responses
Uses Rasa Core commit 1e00dae21362b205682f87123045eabf67ab2ec8
Uses Rasa NLU commit b08ad19fe02368a4d8266d9bb108e406aa07c249
Improved swagger documentation including documenting authentication in many spec files.

Fixed¶

Total counts for data and logs

Removed¶

[0.15.1] - 2018-07-28¶

Added¶

Changed¶

Use updated docs theme

Removed¶

[0.15.0] - 2018-07-27¶

Added¶

Endpoints for managing bot responses.
X-Total-Count header to many endpoints to help pagination.
Ability to search and filter on /data and /logs on the server side.
Endpoint to update training examples.
Endpoint to find the versions of services running.

Changed¶

Unified Platform API available at /api.
Unified and vastly improved API docs.
Refactored almost all the underlying APIs!
Moved from generating random tokens to authenticating on JWTs.
Data is now typed from API to render in the UI

Fixed¶

Model evaluation crashing when an intent equals None
Many endpoints being quite esoteric/not-RESTful
Handle token timeouts transparently in UI

Removed¶

Dependency of Rasa applications on rasa_extensions. The RasaChatInput component is provided by rasa_core==0.10.2.

[0.14.6] - 2018-07-12¶

Added¶

View conversations as their associated story in preparation for saving them as test cases

Changed¶

Fixed¶

Removed¶

[0.14.5] - 2018-06-29¶

Added¶

global travis variables for NLU and Core commit, spaCy and tensorflow versions
get travis to test pep8
add manage_user script to the NLU API dockerfile

Changed¶

backend is served from a single repository
Docker containers have custom requirements

Fixed¶

login redirects in ui